Research Papers
RESEARCH PAPERS
- J44
- Population-Based Learning: A New Method for Learning from
Examples under Resource Constraints,
(abstract,
full text in PostScript and
PDF)
B. W. Wah,
IEEE Trans. on Knowledge and Data Engineering, vol. 4, no. 5,
Oct. 1992, pp. 454-474.
- J42
- Genetics-Based Learning of New Heuristics: Rational Scheduling of
Experiments and Generalization,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, A. Ieumwananonthachai, L. C. Chu, and A. Aizawa,
IEEE Trans. on Knowledge and Data Engineering, vol. 7, no. 5,
Oct. 1995, pp. 763-785
- BC21
- TEACHER: A Genetics-Based System for Learning and for Generalizing Heuristics,
(abstract, full text in
PostScript and
PDF)
A. Ieumwananonthachai and B. W. Wah,
Evolutionary Computation, Xin Yao (ed.), World Scientific Publishing
Co. Pte. Ltd. pp. 124-170, 1999;
Also in Soft Computing in Case Based Reasoning,
S. K. Pal, D. Dillon and D. Yeung (ed.), Springer-Verlag, London, pp. 179-211, 2000.
- TP11
- Automated Design of Knowledge-Lean Heuristics: Learning, Resource Scheduling,
and Generalization,
(abstract, full text in
PostScript and
PDF)
A. Ieumwananonthachai,
Ph.D. Thesis, Dept. of Electrical and Computer Engineering,
University of Illinois at Urbana-Champaign, May 1996.
- R14
- TEACHER -- An Automated System for Learning Knowledge-Lean Heuristics,
(abstract, full text in
PostScript and
PDF)
A. Ieumwananonthachai and B. W. Wah,
Tech. Rep. CRHC 95-08, Center for Reliable and High Performance Computing,
University of Illinois, Urbana, IL 61801.
- K09
- Learning and Generalization of Heuristics in System Integration,
B. W. Wah,
Keynote Address, Computers in Engineering Symposium, Energy & Environmental Expo 95, ASME,
Houston, TX, Jan. 30, 1995.
- K08
- Learning and Generalization in Genetic Programming,
B. W. Wah,
Plenary Address, Joint Conference on Information Sciences,
Pinehurst, NC, November 16, 1994.
- K05
- Automated Learning of Heuristics,
B. W. Wah,
Distinguished Lecture Series, Univ. of Illinois, Chicago, IL, Nov. 25, 1991.
- J65
- Generalization and Generalizability Measures,
(abstract, full text in
PostScript and
PDF)
B. W. Wah,
IEEE Transactions on Knowledge and Data Engineering,
vol. 11, no. 1, Jan.-Feb. 1999. pp. 175-186.
- BC22
- Generalization,
(abstract, full text in
PostScript and
PDF)
B. W. Wah,
Encyclopedia of Electrical and Electronics Engineering,
J. G. Webster (ed.), John Wiley and Sons, 1998, pp. 684-692.
(This is a shorter version of paper J65 above.)
- C103
- Statistical Generalization: Theory and Applications,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, A. Ieumwananonthachai, S. Yao, and T. Yu,
Proc. Int'l Conf. on Computer Design, (Plenary Address,
Architecture Track) IEEE, Oct. 1995, pp. 4-10.
- BC18
- Genetics-Based Learning and Statistical Generalization,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, A. Ieumwananonthachai and T. Yu,
Knowledge-Based Systems: Advanced Concepts, Techniques and Applications,
S. Tzafestas (ed.), World Scientific Pub. Co., 1997, pp. 319-347.
- J58
- Statistical Generalization Of Performance-Related Heuristics for
Knowledge-Lean Applications,
(abstract, full text in
PostScript and
PDF)
A. Ieumwananonthachai and B. W. Wah,
Int'l Journal of Tools with Artificial Intelligence,
World Scientific, vol. 5, nos. 1 & 2, June 1996, pp. 61-79.
(An earlier version appears as Paper C102.)
- C102
- Statistical Generalization Of Performance-Related Heuristics for
Knowledge-Lean Applications,
(abstract, full text in
PostScript and
PDF)
A. Ieumwananonthachai and B. W. Wah,
Proc. Int'l Conf. on Tools with Artificial Intelligence, IEEE, Nov. 1995,
pp. 174-181. (This is a preliminary version of Paper J58.)
- BC20
- Statistical Generalization Of Performance-Related Heuristics for
Knowledge-Lean Applications,
(abstract, full text in
PostScript and
PDF)
A. Ieumwananonthachai and B. W. Wah,
Evolutionary Algorithms in Engineering Applications,
D. Dasgupta and Z. Michalewicz (ed.), Springer Verlag, 1997, pp. 293-313.
(This is a republication of Paper J58.)
- K14
- Performance Evaluation Issues in Generalization,
B. W. Wah,
Keynote Address, 4th ACM Int'l Conf. on Information and Knowledge Management,
Baltimore, MD, Nov. 29 - Dec. 2, 1995.
- K12
- Statistical Generalization: Theory and Applications,
B. W. Wah,
Keynote Address, Architecture Track, Int'l Conf. on Computers and Designs (ICCD),
Austin, TX, October, 1995.
- K11
- Statistical Generalization: Theory and Applications,
B. W. Wah,
Keynote Address, 4th Int'l Conf. for Young Computer Scientists,
Beijing, China, July, 1995.
- J49
- Scheduling of Genetic Algorithms in a Noisy Environment,
(abstract, full text in
PostScript and
PDF)
A. Aizawa and B. W. Wah,
Evolutionary Computation, MIT Press, vol. 2, no. 2, pp. 97-122, 1994.
- J47
- A Sequential Sampling Procedure for Genetic Algorithms,
(abstract, full text in
PostScript and
PDF)
A. N. Aizawa and B. W. Wah,
Computers and Mathematics with Applications, Pergamon Press, Ltd.,
Tarrytown, NY, vol. 27, no. 9/10, May 1994, pp. 77-82.
(Also presented at the 5th Int'l Workshop of the Bellman Continum,
Waikoloa, Hawaii, Jan. 1993,
C084: A sequential Sampling Procedure for Genetic Algorithms,
full text in PDF).
- C088
- Scheduling of Genetic Algorithms in a Noisy Environment,
(abstract, full text in
PostScript and
PDF)
A. N. Aizawa and B. W. Wah,
Proc. Int'l Conf. on Genetic Algorithms, Int'l Soc. for
Genetic Algorithms, July 1993, pp. 48-55.
- C077
- Parallel Statistical Selection in Multiprocessors,
(abstract, full text in
PostScript and
PDF)
A. Ieumwananonthachai and B. W. Wah,
Proc. Int'l Conf. on Parallel Processing, vol. III, pp. 190-194,
Pennsylvania State Univ. Press, University Park, PA, Aug. 1992.
(a) Process Mapping
- J41
- Intelligent Process Mapping through Systematic Improvement of Heuristics,
(abstract, full text in
PostScript and
PDF)
A. Ieumwananonthachai, A. N. Aizawa, S. R. Schwartz, B. W. Wah, and J. C. Yan,
J. of Parallel and Distributed Computing, Academic Press,
vol. 15, June 1992, pp. 118-142.
- C070
- Intelligent Mapping of Communicating Processes in Distributed Computing Systems,
(full text in PDF)
A. Ieumwananonthachai, A. N. Aizawa, S. R. Schwartz, B. W. Wah, and J. C. Yan,
Proc. Supercomputing, pp. 512-521, ACM/IEEE, Albuquerque, NM, Nov. 1991.
- C073
- Process Mapping Heuristics under Stochastic Sampling Overheads,
A. Ieumwananonthachai and B. W. Wah,
(full text in PDF)
Proc. Computing in Aerospace 8 Conf., vol. 1, pp. 348-357,
American Institute of Aeronautics and Astronautics, Baltimore, MD, Oct. 1991.
(b) Load Balancing on Network of Workstations
- B02
- Load Balancing: An Automated Learning Approach,
(Preface and Table of Contents in
PostScript and
PDF)
P. Mehra and B. W. Wah,
World Scientific Publishing Co. Pte. Ltd., 1995.
- TP8
- Automated Learning of Load-Balancing Strategies For A Distributed Computer System,
(abstract, full text in
PostScript and
PDF)
P. Mehra,
Ph.D. Thesis, Department of Computer Science, University of Illinois, Urbana-Champaign,
December, 1992.
- J61
- Automated Learning of Load-Balancing Strategies in Multiprogrammed Distributed Systems,
(abstract, full text in
PostScript and
PDF)
P. Mehra and B. W. Wah,
Int'l Journal of System Sciences, vol. 28, no. 11, pp. 1077-1100, November 1997.
- C091
- Population-Based Learning of Load Balancing Policies for a Distributed Computer System,
(abstract, full text in
PostScript and
PDF)
P. Mehra and B. W. Wah,
Proc. of Computing in Aerospace 9 Conference, AIAA, October 19-21, 1993,
pp. 1120-1130.
- C075
- Adaptive Load-Balancing Strategies for Distributed Systems,
(full text in PDF)
P. Mehra and B. W. Wah,
Proc. 2nd Int'l Conf. on Systems Integration, pp. 666-675,
IEEE Computer Society, Morristown, NJ, June 1992.
- K06
- Automated Strategy Learning with Applications on Load Balancing,
B. W. Wah,
Distinguished Lecture Series, School of Elect. Engr., Purdue Univ.,
West Lafayette, IN 47907, Jan. 17, 1992.
- C072
- Learning Load-Balancing Strategies using Artificial Neural Networks,
(full text in PDF)
P. Mehra and B. W. Wah,
Intelligent Engineering Systems through Artificial Neural Networks
(Proc. Int'l Conf. on Artificial Neural Networks in Engineering),
ed. C. H. Dagli, et al., pp. 855-860, ASME Press, New York, 1991.
- C086
- Automated Learning of Workload Measures for Load Balancing on a Distributed System,
(abstract, full text in
PostScript and
PDF)
P. Mehra and B. W. Wah,
Proc. Int'l Conference on Parallel Processing, CRC Press, Aug. 1993, vol. III,
pp. 263-270.
- J53
- Synthetic Workload Generation for Load-balancing Experiments,
(abstract, full text in
PostScript and
PDF)
P. Mehra and B. W. Wah,
IEEE Parallel and Distributed Technology, vol. 3, no. 3, Fall 1995, pp. 4-19.
- C079
- Physical-Level Synthetic Workload Generation for Load-Balancing Experiments,
(full text in PDF)
P. Mehra and B. W. Wah,
Proc. First Symposium on High Performance Distributed Computing,
pp. 208-217, IEEE, Syracuse, NY, Sept. 1992.
- C056
- Learning Strategies for Dynamic Decision Problems using Artificial Neural Networks,
(full text in PDF)
P. Mehra and B. W. Wah,
Proc. Region 10 Conf. on Computer and Communication Systems,
pp. 457-461, IEEE, Bombay, India, Nov. 1989.
(c) Automated Design of Feedforward Neural Networks
- J57
- Automated Learning for Reducing the Configuration of a Feed-Forward Neural Network,
(abstract, full text in
PostScript and
PDF)
C.-C. Teng and B. W. Wah,
IEEE Trans. on Neural Networks, vol. 7, no. 5, pp. 1072-1085, Sept. 1996.
- C096
- An Automated Design System for finding the Minimal Configuration
of a Feed-Forward Neural Network,
(abstract, full text in
PostScript and
PDF)
C.-C. Teng and B. W. Wah,
Proc. Int'l Conf. on Neural Networks, IEEE, pp. 1295-1300, vol. 3, June 1994.
- C100
- Comparator Neural Network for Dynamic Prediction,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, P. Mehra, and C. C. Teng,
Proc. 2nd Int'l Symposium on Neural Networks, Tainan, Taiwan, pp. 571-580, Dec. 1994.
- K10
- Comparator Neural Network for Dynamic Prediction,
B. W. Wah,
Plenary Address, Int'l Symposium on Artificial Neural Networks, Tainan, Taiwan, Dec. 17. 1994.
- TM7
- Resource Constrained Design of Artificial Neural Networks,
(full text in PDF)
H. Kriplani,
M. Sc. Thesis, Dept. of Electrical and Computer Engineering,
Univ. of Illinois, Urbana, IL, May 1990.
- C058
- Resource Constrained Design of Artificial Neural Networks,
(full text in PDF)
B. W. Wah and H. Kriplani,
Proc. Int'l Joint Conf. on Neural Networks, vol. III, pp. 269-279, IEEE, June 1990.
(d) Range Estimation in Stereo Vision
- TM9
- Resource Constrained Parameter Tuning Applied to Stereo Vision,
(abstract, full text in
PostScript and
PDF)
S. R. Schwartz,
M.Sc. Thesis, Dept. of Electrical and Computer Engineering,
Univ. of Illinois, Urbana, IL, Aug. 1991.
- C081
- Automated Parameter Tuning in Stereo Vision Under Time Constraints,
(abstract, full text in
PostScript and
PDF)
S. R. Schwartz and B. W. Wah,
Proc. Int'l Conf. on Tools for Artificial Intelligence,
pp. 162-169, IEEE, Nov. 1992.
- BC16
- Machine Learning of Computer Vision Algorithms,
(abstract, full text in
PostScript and
PDF)
S. R. Schwartz and B. W. Wah,
Handbook of Pattern Recognition and Image Processing,
Vol. 2: Computer Vision, T. Y. Young, ed., Academic Press, pp. 319-359, 1994.
(e) Branch-and-Bound Search
- C053
- Learning Heuristic Functions for Numeric Optimization Problems,
(full text in PDF)
M. B. Lowrie and B. W. Wah,
Proc. IEEE Computer Software and Applications Conf., pp. 443-450,
Chicago, IL, Oct. 1988.
- J22
- Learning Dominance Relations in Combinatorial Search Problems,
(full text in PDF)
C. F. Yu and B. W. Wah,
IEEE Trans. on Software Engineering, vol. SE-14, no. 8, pp. 1155-1175, Aug. 1988.
- C038
- Learning Dominance Relations in Combinatorial Search Problems,
(full text in PDF)
C. F. Yu and B. W. Wah,
Proc. IEEE Computer Software and Applications Conf., pp. 147-153, IEEE, Oct. 1986.
(f) Circuit Placement, Routing and Testing
- BC19
- Generalization of Heuristics Learned in Genetics Based Learning,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, A. Ieumwananonthachai, and Y. C. Li,
Genetic Algorithms and Pattern Recognition,
ed: S. K. Pal and P. Wang, CRC Press, 1996, pp. 87-126.
- C068
- Quality-Time Tradeoffs in Simulated Annealing for VLSI Placement,
(full text in PDF)
S. Raman and B. W. Wah,
Proc. Computer Software and Applications Conf., pp. 430-435, IEEE,
Tokyo, Japan, Sept. 11-13, 1991.
(g) Image Processing and Computer Vision
- J102
- Fundamental Principles on Learning New Features for Effective Dense Matching,
(abstract, full text in
PDF and
IEEE Xplore)
F. H. Zhang and B. W. Wah,
IEEE Trans. on Image Processing (TIP), vol. 27, no. 2, Feb. 2018, pp. 822-836.
- TM24
- Learning New Features for Effective Dense Matching with Supplementary Meta-Level Deep Neural Networks,
(abstract, full text in
PDF)
F. H. Zhang,
M.Phil. Thesis, Dept. of Computer Science and Engineering, Chinese University of Hong Kong, July 2017.
- C178
- Supplementary Meta-Learning: Towards a Dynamic Model for Deep Neural Networks,
(abstract, full text in
PDF)
F. H. Zhang and B. W. Wah,
Proc. Int'l Conf. on Computer Vision (ICCV), Oct. 2017, pp. 4354-4363.
- C179
- Domain-Invariant Stereo Matching Networks,
(abstract, full text in PDF,
supplementary material in PDF, and
Springer Link)
![](Images/new.gif)
F. H. Zhang, X. J. Qi, R. G. Yang, V. Prisacariu, B. W. Wah, and P. Torr,
Proc. European Conf. on Computer Vision (ECCV 2020), Lecture Notes in Computer Science, LNCS Vol 12347,
Springer-Verlag, Aug. 2020, pp. 420-439.
- C180
- Deep FusionNet for Point Cloud Semantic Segmentation,
(abstract, full text in PDF,
supplementary material in PDF)
![](Images/new.gif)
F. H. Zhang, J. Fang, B. W. Wah, and P. Torr,
Proc. European Conf. on Computer Vision (ECCV 2020), Lecture Notes in Computer Science, LNCS Vol 12347,
Springer-Verlag, Aug. 2020.
- J93
- Emerging Internet Technologies for E-Learning (Guest Editors' Introduction),
(full text in PDF)
Q. Li, W. H. Lau, E. W. C. Leung, F. Li, V. Lee, B. W. Wah, and H. Ashman,
IEEE Internet Computing, July/August 2009, pp. 11-17.
- TM10
- Mixed-Mode Supervised Learning Algorithms for Multi-Layer Feed-Forward Neural Networks
(abstract, full text in
PostScript and
PDF)
C. C. Teng,
M.Sc. Thesis, Dept. of Electrical and Computer Engineering,
Univ. of Illinois, Urbana, IL, Aug. 1993.
- C094
- Mixed-Mode Learning: A Method for Reducing the Number of Hidden Units in
Cascade Correlation,
(abstract, full text in
PostScript and
PDF)
C.-C. Teng and B. W. Wah,
Proc. Int'l Symposium on Artificial Neural Networks, December 20-22, 1993,
National Chiao Tung University, Hsinchu, Taiwan, ROC, vol. I, pp. 1-7.
- C090
- Improvement of Supervised Learning by Linear Mapping,
(abstract, full text in
PostScript and
PDF)
C.-C. Teng and B. W. Wah,
Proc. Int'l Joint Conf. on Neural Networks, IEEE,
Oct. 1993, Nagoya, Japan, pp. 1697-1700.
- K07
- Parallel Processing and Machine Learning,
B. W. Wah,
Keynote Address, IEEE Symposium on Intelligent Systems in Communications and Power,
Mayaguez, Peurto Rico, Feb. 21, 1994.
- C059
- Fault Tolerant Neural Networks with Hybrid Redundancy,
(full text in PDF)
L.-C. Chu and B. W. Wah,
Proc. Int'l Joint Conf. on Neural Networks, vol. II, pp. 639-649, IEEE, June 1990.
- C055
- Principled Constructive Induction,
(full text in PDF)
P. Mehra, L. A. Rendell, and B. W. Wah,
Proc. Int'l Joint Conf. on Artificial Intelligence,
pp. 651-656, IJCAI, Inc., Detroit, MI, Aug. 1989.
(a) Theory of Extended Saddle Points in Discrete Optimization
- TP14
- The Theory and Applications of Discrete Constrained Optimization using Lagrange Multipliers
(abstract, full text in
PostScript and
PDF)
Z. Wu,
Ph.D. Thesis, Dept. of Computer Science, Univ. of Illinois, May 2001.
- K20
- The Theory and Applications of Discrete Lagrange Multiplier Optimization,
(full text in PostScript and
PDF)
B. W. Wah,
Invited Plenary Speech, Fifth Int'l Conf. on Principles and Practice of Constraint Programming
Alexandria, VA, Oct. 14, 1999.
- C124
- The Theory of Discrete Lagrange Multipliers for Nonlinear Discrete Optimization,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and Z. Wu,
Proc. Principles and Practice of Constraint Programming, Springer-Verlag
Oct. 1999, pp. 28-42.
- TM15
- The Discrete Lagrangian Theory and its Application to Solve
Nonlinear Discrete Constrained Optimization Problems,
(abstract, full text in
PostScript and
PDF)
Z. Wu,
M.Sc. Thesis, Department of Computer Science,
University of Illinois at Urbana-Champaign, May 1998.
- TP12
- See Ph.D. Thesis TP12 in the section on
nonlinear continuous unconstrained optimization.
- TM19
- Improving Constrained Nonlinear Search Algorithms Through Constraint Relaxation,
(abstract, full text in
PostScript and
PDF)
H. H. Zhang,
M.Sc. Thesis, Department of Computer Science,
University of Illinois at Urbana-Champaign, Dec. 2001.
(b) Constrained Optimization Algorithms
- K27
- Stochastic Search Algorithms in Constrained Global Optimization
(full text in PostScript and
PDF)
B. W. Wah,
Keynote Speech, 4th Int'l Conf. on Algorithms and Architectures for Parallel Processing,
Hong Kong, Dec. 12, 2000.
- TP13
- Global Optimization of Constrained Nonlinear Programming
(abstract, full text in
PostScript and
PDF)
T. Wang,
Ph.D. Thesis, Dept. of Computer Science, Univ. of Illinois, Dec. 2000.
- C161
- Constrained Global Optimization by Constraint Partitioning and Simulated Annealing
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
B. W. Wah, Y. X. Chen, and A. Wan,
Proc. IEEE Int'l Conf. on Tools with Artificial Intelligence,
Nov. 2006, pp. 265-272.
- C123
- Simulated Annealing with Asymptotic Convergence for Nonlinear Constrained Global Optimization
(abstract, full text in
PostScript and
PDF)
B. W. Wah and T. Wang,
Proc. Principles and Practice of Constraint Programming, Springer-Verlag,
Oct. 1999, pp. 461-475.
- J78
- Hybrid Evolutionary and Annealing Algorithms for Nonlinear Discrete Constrained Optimization
(abstract, full text in
PostScript and
PDF)
B. W. Wah and Y. X. Chen
Int'l J. of Computational Intelligence and Applications, Imperial College Press, UK
vol. 3, no. 4, Dec. 2003, pp. 331-355.
- TM18
- Optimal Anytime Search for Constrained Nonlinear Programming
(abstract, full text in
PostScript and
PDF)
Y. X. Chen,
M.Sc. Thesis, Dept. of Computer Science, Univ. of Illinois, May 2001.
- C133
- Optimal Anytime Constrained Simulated Annealing for Constrained Global Optimization
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
B. W. Wah and Y. X. Chen,
Proc. Principles and Practice of Constraint Programming, Springer-Verlag,
Sept. 2000, pp. 425-439.
- C136
- Hybrid Constrained Simulated Annealing and Genetic Algorithms for Nonlinar Constrained Optimization
(abstract, full text in
PostScript and
PDF)
B. W. Wah and Y. X. Chen,
Proc. IEEE Congress on Evolutionary Computation,
May 2001, pp. 925-932.
(Also as BC25, ``Constrained Genetic Algorithms and their Applications in Nonlinar Constrained Optimization,''
(abstract, full text in
PostScript and
PDF)
B. W. Wah and Y. X. Chen,
Evolutionary Computation, X. Yao and R. Sarker (ed.) Kluwer Academic Publishers,
2001, pp. 253-275.)
- C134
- Constrained Genetic Algorithms and their Applications in Nonlinear Constrained Optimization
(abstract, full text in
PostScript and
PDF)
B. W. Wah and Y. X. Chen,
Proc. 11th IEEE Int'l Conf. on Tools with Artificial Intelligence,
Nov. 2000, pp. 286-293.
- J70
- Tuning Strategies of Constrained Simulated Annealing for Nonlinear Global Optimization,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and T. Wang,
Int'l J. of Artificial Intelligence Tools, World Scientific Publishing Co. Pte. Ltd.,
vol. 9, no. 1, March 2000, pp. 3-25.
- C125
- Constrained Simulated Annealing with Applications in Nonlinear Continuous
Constrained Global Optimization,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and T. Wang,
Proc. 11th IEEE Int'l Conf. on Tools with Artificial Intelligence,
Nov. 1999, pp. 381-388.
(c) Applications in Discrete Constrained Optimization
(c.1) Applications in SAT and MAX-SAT
- J60
- A Discrete Lagrangian-Based Global-Search Method for Solving Satisfiability Problems,
(abstract, full text in
PostScript and
PDF)
Y. Shang and B. W. Wah,
Journal of Global Optimization, Kluwer Academic Publishers, vol. 12, no. 1,
Jan. 1998, pp. 61-99. (This is a major enhancement and extension to paper C105.)
- C105
- A Discrete Lagrangian-Based Global-Search Method for Solving Satisfiability Problems,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and Y. Shang,
Satisfiability Problem: Theory and Applications, Ed: Ding-Zhu Du, Jun Gu,
and Panos Pardalos, DIMACS Series in Discrete Mathematics and Theoretical Computer Science,
American Mathematical Society, 1997, pp. 365-392.
- C111
- Discrete Lagrangian-Based Search for Solving MAX-SAT Problems,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and Y. Shang,
Proc. 15th Int'l Joint Conf. on Artificial Intelligence,
IJCAI, Aug. 1997, pp. 378-383.
- J71
- Penalty Formulations and Trap-Avoidance Strategies for Solving Hard Satisfiability Problems,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and Z. Wu,
J. of Computer Science and Technology, Springer-Verlag,
Vol. 20, No. 1, Jan. 2005, pp. 3-17.
- C130
- An Efficient Global-Search Strategy in Discrete Lagrangian Methods for Solving
Hard Satisfiability Problems,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
Zhe Wu and Benjamin W. Wah,
Proc. National Conf. on Artificial Intelligence,
AAAI, July 2000, pp. 310-315.
- C122
- Trap Escaping Strategies in Discrete Lagrangian Methods for Solving Hard Satisfiability
and Maximum Satisfiability Problems,
(abstract, full text in
PostScript and
PDF)
Z. Wu and B. W. Wah,
Proc. National Conf. on Artificial Intelligence,
AAAI, July 1999, pp. 673-678.
- C126
- Solving Hard Satisfiability Problems: A Unified Algorithm Based On Discrete
Lagrange Multipliers,
(abstract, full text in
PostScript and
PDF)
Z. Wu and B. W. Wah,
Proc. 11th IEEE Int'l Conf. on Tools with Artificial Intelligence,
Nov. 1999, pp. 210-217.
- C119
- Improving the Performance of Discrete Lagrange-Multiplier Search for Solving Hard SAT Problems,
(abstract, full text in
PostScript and
PDF)
Y. Shang and B. W. Wah,
Proc. 10th Int'l Conf. on Tools with Artificial Intelligence,
IEEE, Nov. 1998, pp. 176-183.
- C107
- See survey paper C107 in the Research Survey Section
(c.2) Applications in Signal Processing
- J67
- Discrete Lagrangian Methods for Designing Multiplierless Two-Channel PR-LP Filter Banks,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and Z. Wu,
Journal of VLSI Signal Processing, Kluwer Academic Press, vol. 21, no. 2, June 1999, pp. 131-150.
- J74
- Optimization Design of Biorthogonal Filter Banks for Image Compression,
(abstract, full text in
PDF)
Y. Shang, L.-Z. Li, and B. W. Wah,
Information Sciences, Elsevier Science Pub., vol. 132, no. 1, Feb. 2001, pp. 23-51.
- J66
- Discrete Lagrangian Methods for Optimizing the Design of Multiplierless QMF Banks,
(This is a major enhancement of Paper C112.)
(abstract, full text in
PostScript and
PDF,
multiplierless coefficients found)
B. W. Wah, Y. Shang, and Z. Wu,
IEEE Trans. on Circuits and Systems, Part II, vol. 46, no. 9, Sept. 1999, pp. 1179-1191.
(This is a major enhancement of Paper C112.)
- C112
- Discrete Lagrangian Method for Optimizing the Design of Multiplierless QMF Filter Banks,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, Y. Shang and Z. Wu
Proc. Int'l Conf. on Application Specific Array Processors,
IEEE, July 1997, pp. 529-538.
(c.3) Applications in Temporal Planning
- BC27
- The Evaluation of Partitioned Temporal Planning Problems in Discrete Space and its Application in ASPEN,
(abstract, full text in
PostScript and PDF)
B. W. Wah and Y. X. Chen,
Frontiers in Artificial Intelligence and Applications, vol. 112, W. X. Zhang and V. Sorge (ed.), IOS Press,
2004, pp. 109-123.
- C145
- Automated Planning and Scheduling using Calculus of Variations in Discrete Space,
(abstract, full text in
PostScript and PDF,
presentation viewgraphs in PDF)
Y. X. Chen and B. W. Wah,
Proc. Int'l Conf. on Automated Planning and Scheduling,
June 2003, pp. 2-11.
- C144
- Calculus of Variations in Discrete Space for Constrained Nonlinear Dynamic Optimization,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
Y. X. Chen and B. W. Wah,
Proc. 14th IEEE Int'l Conf. on Tools with Artificial Intelligence,
Nov. 2002, pp. 67-74.
- C148
- Discrete-Space Lagrangian Optimization for Multi-Objective Temporal Planning,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
B. W. Wah, Y. Chen, and R. Morris,
Fourth Int'l Workshop on Distributed Constraint Reasoning,
Acapulco, Mexico, Aug. 9, 2003, pp. 115-121.
(a) Theory of Trace-Based Optimization
- K16
- The Ubiquitous Search,
(full text in PostScript and
PDF)
B. W. Wah,
Keynote Speech, 8th IEEE Int'l Conf. on Tools with Artificial Intelligence,
Toulouse, France, Nov. 17, 1996.
- J54
- Trace-Based Methods for Solving Nonlinear Global Optimization and Satisfiability Problems,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and Y. J. Chang,
J. of Global Optimization, Kluwer Academic Publishers,
vol. 10, no. 2, March 1997, pp. 107-141.
- TP12
- Global Search Methods for Solving Nonlinear Optimization Problems,
(abstract, full text in
PostScript and
PDF)
Y. Shang,
Ph.D. Thesis, Department of Computer Science,
University of Illinois at Urbana-Champaign, August 1997.
(b) Trace-based Search Algorithms
- J64
- Efficient and Adaptive Lagrange-Multiplier Methods for Nonlinear Continuous Global Optimization,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and T. Wang,
Journal of Global Optimization, Kluwer Academic Press,
vol. 14, no. 1, pp. 1-25, Jan. 1999.
- C114
- Efficient and Adaptive Lagrange-Multiplier Methods for Continuous Nonlinear Optimization,
(abstract, full text in
PostScript and
PDF)
T. Wang and B. W. Wah,
Symposium on Applied Computing, ACM Feb. 1998, pp. 361-365.
- J69
- Improving the Performance of Weighted Lagrange-Multiplier Methods for
Nonlinear Constrained Optimization,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, T. Wang, Y. Shang, and Z. Wu
Information Sciences Elsevier Science Pub. Co., Inc., New York, NY,
vol. 124, no. 1-4, May 2000, pp. 241-272. (This is a major enhancement and extension to paper C113.)
- C113
- Improving the Performance of Weighted Lagrange-Multiplier Methods for
Nonlinear Constrained Optimization,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, T. Wang, Y. Shang, and Z. Wu
Proc. 9th Int'l Conf. on Tools with Artificial Ingelligence
IEEE, Nov. 1997, pp. 224-231.
- J63
- Handling Inequality Constraints in Continuous Nonlinear Global Optimization,
(abstract, full text in
PostScript and
PDF)
T. Wang and B. W. Wah,
Journal of Integrated Design and Process Science Society for Design and Process Science,
vol. 2, no. 3, 1998, pp. 1-10.
- C109
- Handling Inequality Constraints in Continuous Nonlinear Global Optimization,
(abstract, full text in
PostScript and
PDF)
T. Wang and B. W. Wah,
Proc. Society for Design and Process Science Conference,
vol. 1, pp. 267-274, December 1996. (This is the same paper as J63 above.)
- C101
- Lagrangian Techniques for Solving a Class of Zero-One Integer Linear Programs,
(abstract, full text in
PostScript and
PDF)
Y.-J. Chang and B. W. Wah,
Proc. Int'l Conference on Computer Software and Applications,
IEEE, Aug. 1995, pp. 156-161.
(c) Applications in Trace-Based Continuous Optimization
(c.1) Applications in Signal Processing
- C118
- Constrained Optimization of Filter Banks in Subband Image Coding,
(abstract, full text in
PostScript and
PDF)
T. Wang and B. W. Wah,
Proc. Workshop on Multimedia Signal Processing,
IEEE Signal Processing Society, Dec. 1998, pp. 432-437.
- C117
- A New Global-Search Method for Designing Filter Banks,
(abstract, full text in
PostScript and
PDF)
Y. Shang and B. W. Wah,
Parallel and Distributed Methods for Image Processing II,
SPIE Int'l Symposium on Optical Science, Engineering and Instrumentation,
July 1998, pp. 94-105.
- C115
- Performance Measures and Lagrange Multiplier Methods to Two-Band PR LP Filter Bank Design,
(abstract, full text in
PostScript and
PDF)
T. Wang and B. W. Wah,
Proc. IEEE Int'l Conf. on Accoustics, Speech and Signal Processing,
vol. III, May 1998, pp. 1461-1464.
- C110
- QMF Filter Bank Design by a New Global Optimization Method,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, Y. Shang, T. Wang, and T. Yu,
Proc. IEEE Int'l Conf. on Accoustics, Speech and Signal Processing,
vol. 3, pp. 2081-2084, April 1997.
- TM13
- QMF Filter Bank Design Using Nonlinear Optimization,
(abstract, full text in
PostScript and
PDF)
T. Yu,
M.Sc. Thesis, Dept. of Computer Science, Univ. of Illinois, Urbana, May 1997.
- C108
- Global Optimization Design of QMF Filter Banks,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, Y. Shang, T. Wang and T. Yu,
Proc. IEEE Midwest Symposium on Circuits and Systems, vol. 2, August 1996, pp. 640-643.
(c.2) Applications in (Unconstrained) Neural-Network Training
- J55
- Global Optimization for Neural Network Training,
(abstract, full text in
PostScript and
PDF)
Y. Shang and B. W. Wah,
IEEE Computer, vol. 29, No. 3, March 1996, pp. 45-54.
- S02
- Neural-Network Training Software: Sun Sparc object code,
(File in tar'ed and gzip'ed format)
Y. Shang and B. W. Wah,
Released: May 27, 1996.
- C104
- A Global Optimization Method for Neural Network Training,
(abstract, full text in
PostScript and
PDF)
Y. Shang and B. W. Wah,
Proc. 1996 IEEE Int'l Conf. on Neural Networks (Plenary, Panel and Special Sessions)
(This is a shorter version of the paper in IEEE Computer above.) pp. 7-11, June 1996.
- K15
- Non-linear Global Optimization for Neural Network Learning and Signal Processing Applications,
(full text in PostScript and
PDF)
B. W. Wah,
Plenary Address, Int'l Conf. on Neural Networks, Washington, DC, June 5, 1996.
- K13
- Artificial Neural Networks,
B. W. Wah,
Plenary State of the Art Speech, 7th IEEE Int'l Conf. on Tools with Artificial Intelligence,
Nov. 5, 1995, Washington, D.C. (This is the same as K15 above.)
(a) Bayesian Methods
- C127
- Data Sampling Using Bayesian Analysis and its Applications in Simulated Annealing,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and M. L. Qian
Proc. of Fifth Int'l Conf. on Computer Science and Informatics,
JCIS, vol. 1, Feb 2000, pp. 643-646.
(b) Polynomial Programming
- C098
- Polynomial Programming Using Groebner Bases,
(abstract, full text in
PostScript and
PDF)
Y.-J. Chang and B. W. Wah,
Proc. Int'l Conference on Computer Software and Applications,
IEEE, Nov. 1994, pp. 236-241.
- J105
- Dominance Pruning in Machine Learning for Solving Financial Trading and Real-Time Multimedia Applications,
(abstract, full text in
PDF and Science Pub. Group)
![](Images/new.gif)
B. W. Wah,
American Journal of Artificial Intelligence,
Science Publishing Group, vol. 6, no. 2, 2022, pp. 36-47.
TM23
Pattern-Based Method for Reducing Drawdowns in Stock Index Investment,
(abstract, full text in PDF)
L. L. Liu,
M.Phil. Thesis, Dept. of Computer Science and Engineering, Chinese University of Hong Kong, May 2015.
C174
Portfolio Optimization through Data Conditioning and Aggregation,
(abstract, full text in PDF, and
IEEE Xplore)
E. Wah, Y. Mei, and B. W. Wah,
Proc. 23rd IEEE Int'l Conf. on Tools with Artificial Intelligence,
Nov. 2011, pp. 253-260.
- J87
- Computing Iceberg Cubes by Top-Down and Bottom-Up Integration: The StarCubing Approach,
(abstract, full text in
PostScript and
PDF)
D. Xin, J. W. Han, X Li, Z. Shao, and B. W. Wah,
IEEE Trans. on Knowledge and Data Engineering,
vol. 19, no. 1, Jan. 2007, pp. 111-126.
- J85
- Regression Cubes with Lossless Compression and Aggregation,
(abstract, full text in
PostScript and
PDF)
Y. X. Chen, G. Dong, J. W. Han, J. Pei, B. W. Wah, and J. Y. Wang,
IEEE Trans. on Knowledge and Data Engineering,
vol. 18, no. 12, Dec. 2006, pp. 1585-1599.
- J82
- Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams,
(abstract, full text in
PostScript and
PDF)
J. W. Han, Y. X. Chen, G. Dong, J. Pei, B. W. Wah, J Wang, and Y. D. Cai,
Distributed and Parallel Databases: Special Issue on Data Warehousing and Data Streams,
Springer-Verlag, Sept. 2005.
- C142
- Multi-Dimensional Regression Analysis of Time-Series Data Streams,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
Y. X. Chen, G. Z. Dong. J. W. Han, B. W. Wah, and J. Y. Wang
Proc. Very Large Data Bases,
Morgan Kaufman, Dec. 2002, pp. 323-334.
- C143
- OLAPing Stream Data: Is it Feasible?
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PowerPoint)
Y. X. Chen, G. Z. Dong. J. W. Han, B. W. Wah, and J. Y. Wang
Proc. Workshop on Research Issues in Data Mining and Knowledge Discovery,
ACM SIGMOD, 2002, pp. 53-58.
- C147
- Star-Cubing: Computing Iceberg Cubes by Top-Down and Bottom-Up Integration,
(abstract, full text in
PostScript and
PDF)
D. Xin J. W. Han X. Li B. W. Wah
Proc. Very Large Data Bases,
Morgan Kaufman, Dec. 2003, pp. 112-123.
(a) Theory of Extended Saddle Points in Mixed Optimization
- J79
- Constraint Partitioning in Penalty Formulations for Solving Temporal Planning Problems,
(abstract, full text in
PostScript and PDF)
B. W. Wah and Y. X. Chen,
Artificial Intelligence, Elsevier,
vol. 170, no. 3, 2006, pp. 187-231.
- J89
- Simulated Annealing with Asymptotic Convergence for Nonlinear Constrained Optimization,
(abstract, full text in
PostScript and PDF)
B. W. Wah, Y. X. Chen, and T. Wang
J. of Global Optimization, Springer-Verlag, vol. 39, pp. 1-37, 2007;
Also in "Theory and Applications of Simulated Annealing for Nonlinear Constrained Optimization,"
(abstract, full text in PDF)
Chap. 9, Simulated Annealing C. M. Tan (ed), I-Tech Education and Publishing, Vienna, Austria,
2008, pp. 155-186.
- TP18
- Solving Nonlinear Constrained Optimization Problems through Constraint Partitioning,
(abstract, full text in
PostScript and PDF)
Y. X. Chen,
Ph.D. Thesis, Department of Computer Science,
University of Illinois at Urbana-Champaign, Sept. 2005.
(b) Applications in Mixed-Integer Constrained Optimization
(b.1) Temporal Planning
- TP20
- Solving Automated Planning Problems with Parallel Decomposition,
(abstract, full text in
PDF, and UIUC Ideals)
C. W. Hsu,
Ph.D. Thesis, Department of Computer Science,
University of Illinois at Urbana-Champaign, Dec. 2011.
- J83
- Temporal Planning using Subgoal Partitioning and Resolution in SGPlan,
(abstract, full text in
PostScript and PDF)
Y. X. Chen, B. W. Wah, and C. W. Hsu,
J. of Artificial Intelligence Research, AAAI Press, vol. 26, Aug. 2006, pp. 323-369.
- J80
- Subgoal Partitioning and Global Search for Solving Temporal Planning Problems in Mixed Space,
(abstract, full text in
PostScript and PDF)
B. W. Wah and Y. X. Chen,
Int'l J. of Artificial Intelligence Tools, World Scientific Publishing Co. Pte. Ltd.,
vol. 13, no. 4, Dec. 2004, pp. 767-790.
- C162
- Constraint Partitioning for Solving Planning Problems with Trajectory Constraints and Goal Preferences,
(abstract, full text in
PostScript and
PDF, and
presentation viewgraphs in PDF)
C. W. Hsu, B. W. Wah, R. Huang, and Y. X. Chen,
Proc. Int'l Joint Conf. on Artificial Intelligence, Jan. 2007, pp. 1924-1929.
- C159
- Handling Soft Constraints and Goals Preferences in SGPlan,
(abstract, full text in
PostScript and
PDF, and
presentation viewgraphs in PowerPoint)
C. W. Hsu and B. W. Wah and R. Huang and Y. X. Chen,
Proc. ICAPS Workshop on Preferences and Soft Constraints in Planning,
June 2006.
- C168
- The SGPlan Planning System in IPC-6,
(abstract, full text in
PostScript and
PDF)
C.-W. Hsu and B. W. Wah,
Proc. Sixth Int'l Planning Competition,
Int'l Conf. on Automated Planning and Scheduling, Sept. 2008.
- C160
- New Features in {SGP}lan for Handling Soft Constraints and Goals Preferences in PDDL3.0,
(abstract, full text in
PostScript and
PDF)
C. W. Hsu and B. W. Wah and R. Huang and Y. X. Chen,
Proc. Fifth Int'l Planning Competition,
Int'l Conf. on Automated Planning and Scheduling, June 2006.
- C150
- SGPlan: Subgoal Partitioning and Resolution in Planning,
(abstract, full text in
PostScript and
PDF)
Y. X. Chen, C.-W. Hsu, and B. W. Wah,
Proc. Fourth Int'l Planning Competition,
Int'l Conf. on Automated Planning and Scheduling, Whistler, Canada, June 5, 2004.
- C149
- Partitioning of Temporal Planning Problems in Mixed Space using the Theory of
Extended Saddle Points,
(abstract, full text in
PostScript and PDF,
presentation viewgraphs in PDF)
B. W. Wah and Y. X. Chen,
Proc. IEEE Int'l Conf. on Tools with Artificial Intelligence,
Nov. 2003, pp. 266-273.
- C152
- System Demonstration: Subgoal Partitioning and Resolution in SGPlan,
(abstract, full text in
PostScript and PDF,
presentation viewgraphs in PDF)
Y. X. Chen, C. W. Hsu, and B. W. Wah,
System Demonstration Session, Int'l Conf. on Automated Planning and Scheduling, AAAI,
June 2005, pp. 32-35.
- J86
- Subgoal Ordering and Granularity Control for Incremental Planning,
(abstract, full text in
PostScript and PDF)
C. W. Hsu, Y. X. Chen, and B. W. Wah,
Int'l J. of Artificial Intelligence Tools, World Scientific Publishing Co. Pte. Ltd.,
vol. 16, no. 4, Aug. 2007, pp. 707-723. (This is a more comprehensive version of C157.)
- C157
- Subgoal Ordering and Granularity Control for Incremental Planning,
(abstract, full text in
PostScript and PDF,
presentation viewgraphs in PDF)
C. W. Hsu, B. W. Wah, and Y. X. Chen,
Proc. IEEE Int'l Conf. on Tools with Artificial Intelligence,
Nov. 2005, pp. 507-514.
- J84
- Optimization of Bounds in Temporal Flexible Planning with Dynamic Controllability,
(abstract, full text in
PostScript and PDF)
B. W. Wah and D. Xin,
Proc. IEEE Int'l J. on Artificial Intelligence Tools, vol. 16, no. 1, pp. 17-44, Feb. 2007.
(This is a major enhancement and extension to paper C151.)
- C151
- Optimization of Bounds in Temporal Flexible Planning with Dynamic Controllability,
(abstract, full text in
PostScript and PDF,
presentation viewgraphs in PDF)
B. W. Wah and D. Xin,
Proc. IEEE Int'l Conf. on Tools with Artificial Intelligence,
Nov. 2004, pp. 40-48.
(b.2) Mixed-Integer Nonlinear Programming
- C154
- Solving Large-Scale Noninear Programming Problems by Constraint Partitioning,
(abstract, full text in
PostScript and PDF,
presentation viewgraphs in PDF)
B. W. Wah and Y. X. Chen,
Eleventh Int'l Conf. on Principles and Practice of Constraint Programming,
Oct. 2005, pp. 697-711.
- C170
- Finding Good Starting Points For Solving Structured and Unstructured Nonlinear Constrained Optimization Problems,
(abstract, full text in
PostScript and PDF,
presentation viewgraphs in PDF)
S. Lee and B. W. Wah,
Proc. 20th IEEE Int'l Conf. on Tools with Artificial Intelligence,
Nov. 2008, vol. 1, pp. 469-476.
- C169
- Finding Good Starting Points For Solving Nonlinear Constrained Optimization Problems By Parallel Decomposition,
(abstract, full text in
PostScript and PDF,
presentation viewgraphs in PDF)
S. Lee and B. W. Wah,
Proc. 7th Mexican Int'l Conf. on Artificial Intelligence,
A. Gelbukh and E.F. Morales (ed.), vol. LNAI 5317, Springer-Verlag Berlin Heidelberg, Oct. 2008, pp. 65-76.
- C165
- Hypergraph Partitioning for Exploiting Localities in Nonlinear Constrained Optimization,
(abstract, full text in
PostScript and PDF,
presentation viewgraphs in PDF)
B. W. Wah and S. Lee,
Proc. IEEE Int'l Conf. on Tools with Artificial Intelligence,
Oct. 2007, pp. 3-10.
(b.3) Artificial Neural Network Learning
- TP17
- Neural Network Learning For Time-Series Predictions Using Constrained Formulations,
(abstract, full text in
PostScript and
PDF)
M. L. Qian,
Ph.D. Thesis, Dept. of Computer Science Report No. 2437, Univ. of Illinois, May 2005.
- J73
- Violation-Guided Neural-Network Learning for Constrained Formulations in Time-Series Predictions,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and M. L. Qian,
Int'l Journal on Computational Intelligence and Applications, World Scientific
vol. 1, no. 4, Dec. 2001, pp. 383-398.
- C137
- Violation-Guided Learning for Constrained Formulations in Neural-Network Time-Series Predictions,
(abstract, full text in
PostScript and
PDF,
presentation in PDF)
B. W. Wah and M. L. Qian
Proc. Int'l Joint Conf. on Artificial Intelligence, IJCAI,
Aug. 2001, pp. 771-776.
- J88
- Constrained Formulations and Algorithms for Predicting Stock Prices by Recurrent FIR Neural Networks,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and M. L. Qian
Int'l J. of Information Technology and Decision Making, World Scientific Pub. Co.,
vol. 5, no. 4, Dec. 2006, pp. 638-658.
- K37
- Intelligent Mining of Time Series Predictions,
(full text in PostScript and
PDF)
B. W. Wah,
Keynote Speech, Int'l Computer Symp.
Taiwan, Dec. 21, 2002.
- C139
- Constrained Formulations and Algorithms for Stock-Price Predictions Using Recurrent FIR Neural Networks,
(abstract, full text in
PostScript and
PDF
presentation in PDF)
B. W. Wah and M. L. Qian
Proc. National Conf. on Artificial Intelligence, AAAI,
Aug. 2002, pp. 211-216.
- BC26
- Chapter 17: Constraint-Based Neural Network Learning for Time Series Predictions,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and M. L. Qian
Handbook of Intelligent IT, N. Zhong and J. Liu (ed.), Springer-Verlag, 2004, pp. 401-420.
- C132
- Time-Series Predictions Using Constrained Formulations for Neural-Network Training and Cross Validation,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
B. W. Wah and M. L. Qian
Proc. Int'l Conf. on Intelligent Information Processing, IFIP World Computer Congress,
Kluwer Academic Press, Aug. 2000, pp. 220-226.
- C128
- Constrained Formulations for Neural Network Training and Their Applications to Solve the Two-Spiral Problem,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and M. L. Qian
Proc. of Fifth Int'l Conf. on Computer Science and Informatics,
JCIS, vol. 1, Feb 2000, pp. 598-601.
- TP10
- Algorithms for Combinatorial Optimization in Real Time and their
Automated Refinements by Genetics-Based Learning,
(abstract, full text in
PostScript and
PDF)
Lon-Chan Chu
Ph.D. Thesis, Department of Electrical and Computer Engineering,
University of Illinois at Urbana-Champaign, August 1994.
- C071
- Optimization in Real Time,
(abstract, full text in
PostScript and
PDF)
L.-C. Chu and B. W. Wah,
Proc. Real Time Systems Symp., pp. 150-159, IEEE, Nov. 1991.
- C083
- Solution of Constrained Optimization Problems in
Limited Time,
(full text in PDF)
L.-C. Chu and B. W. Wah,
Proc. Workshop on Imprecise Computation, IEEE, Pheonix, AZ,
Dec. 1992.
- J56
- TCGD: A Time-Constrained Approximate Guided Depth-First Search Algorithm,
(abstract, full text in
PostScript and
PDF)
B W. Wah and L.-C. Chu,
Int'l Journal on Artificial Intelligence Tools, World Scientific
Publishing Co., Pte., vol. 6, no. 2, 1997, pp. 255-271.
(This is an extended version of paper C064 below.)
- C064
- TCGD: A Time-Constrained Approximate Guided Depth-First Search Algorithm,
(full text in PDF)
B. W. Wah and L.-C. Chu,
Proc. Int'l Computer Symp., pp. 507-516, Tsing Hua Univ., Hsinchu, Taiwan, Dec. 1990.
- C062
- TCA*--A Time-Constrained Approximate A* Search Algorithm,
(full text in PDF)
B. W. Wah and L.-C. Chu,
Proc. Int'l Workshop on Tools for Artificial Intelligence, pp. 314-320, IEEE, Nov. 1990.
- K04
- Resource Constrained Combinatorial Searches,
B. W. Wah,
Keynote Address, IEEE Int'l Workshop on Tools for Artificial Intelligence,
Washington, D.C., Nov. 6-9, 1990.
- J52
- A Comparison of a Class of IDA* Search Algorithms,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and Y. Shang,
Int'l Journal of Tools with Artificial Intelligence,
World Scientific, vol. 3, no. 4, Oct. 1995, pp. 493-523.
- C099
- A Comparative Study of IDA*-Style Searches,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and Y. Shang,
Proc. 6th Int'l Conference on Tools with Artificial Intelligence,
IEEE, Nov. 1994, pp. 290-296.
- R08
- MIDA*: An IDA* Search with Dynamic Control,
abstract , full text in
PostScript and
PDF)
B. W. Wah,
Research Report CRHC-91-09, Center for Reliable and High
Performance Computing, Coordinated Science Laboratory,
Univ. of Illinois, Urbana, IL, April 1991.
- C080
- Band Search: An Efficient Alternative to Guided Depth-First Search,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and L.-C. Chu,
Proc. Int'l Conf. on Tools for Artificial Intelligence,
pp. 154-161, IEEE Computer Society, Nov. 1992.
- J43
- Combinatorial Search Algorithms with Meta-Control: Modeling and Implementations,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and L.-C. Chu,
Int'l J. of Artificial Intelligence Tools,
World Scientific Publishers, vol. 1, no. 3, Sept. 1992, pp. 369-397.
- C063
- Speculative Search: An Efficient Search Algorithm for Limited Memory,
(full text in PDF)
M. M. Gooley and B. W. Wah,
Proc. Int'l Workshop on Tools for Artificial Intelligence,
pp. 194-200, IEEE, Nov. 1990.
- J14
- Stochastic Modeling of Branch-and-Bound Algorithms with Best-First Search,
(full text in PDF)
B. W. Wah and C. F. Yu,
IEEE Trans. on Software Engineering, vol. SE-11, no. 9, pp. 922-934, Sept. 1985.
- C012
- Probabilistic Modeling of Branch-and-Bound Algorithms,
(full text in PDF)
B. W. Wah and C. F. Yu,
Proc. Computer Software and Applications Conf., pp. 647-653, IEEE, Nov. 1982.
(a) Control and Scheduling
- C067
- Parallel Iterative Refining A*: An Efficient Search Scheme
for Solving Combinatorial Optimization Problems,
(full text in PDF)
G.-J. Li and B. W. Wah,
Proc. Int'l Conf. on Parallel Processing, pp. 608-615,
Pennsylvania State Univ. Press, University Park, PA, Aug. 1991.
- BC12
- Multiprocessing of Combinatorial Search Problems,
(full text in PDF)
B. W. Wah, G. J. Li, and C. F. Yu,
in Parallel Algorithms for Machine Intelligence and Pattern
Recognition, ed. L. Kanal, V. Kumar, and P. S. Gopalakrishnan,
pp. 102-145, Springer-Verlag, New York, NY, 1990.
- J12
- Multiprocessing of Combinatorial Search Problems,
(full text in PDF)
B. W. Wah, G. J. Li, and C. F. Yu,
IEEE Computer, vol. 18, no. 6, pp. 93-108, June 1985.
Also in Tutorial: Computers for Artificial Intelligence Applications,
ed. B. W. Wah, IEEE Computer Society, 1986, pp. 173-188.
- TP2
- Parallel Processing of Combinatorial Search Problems,
(full text in PDF)
G. J. Li,
Ph.D. Thesis, School of Elect. Engr., Purdue Univ., West Lafayette, IN, Dec. 1985.
- C036
- How Good are Parallel and Ordered Depth-First Searches?
(full text in PDF)
G. J. Li and B. W. Wah,
Proc. Int'l Conf. on Parallel Processing, pp. 992-999, Pennsylvania State Univ. Press,
University Park, PA, Aug. 1986.
- J36
- Optimal Parallel Evaluation of AND-Trees,
(full text in PDF)
B. W. Wah and G.-J. Li,
J. Parallel and Distributed Computing, vol. 10, no. 1, pp. 1-17, Academic Press, Oct. 1990.
- C041
- Optimal Granularity of Parallel Evaluation of AND-Trees,
(full text in PDF)
G. J. Li and B. W. Wah,
Proc. Fall Joint Computer Conf., pp. 297-306, ACM/IEEE, Nov. 1986.
- C031
- MANIP-2: A Multicomputer Architecture for Evaluating Logic Programs,
(full text in PDF)
B. W. Wah and G.-J. Li,
Proc. Int'l Conf. on Parallel Processing, pp. 123-130, IEEE, Aug. 1985.
Also in Tutorial: Computers for Artificial Intelligence Applications,
ed. B. W. Wah, IEEE Computer Society, 1986, pp. 392-399.
- J09
- MANIP--A Multicomputer Architecture for Solving Combinatorial Extremum Problems,
(full text in PDF)
B. W. Wah and Y. W. Ma,
IEEE Trans. on Computers, vol. C-33, no. 5, pp. 377-390, May 1984.
Also in Tutorial: Computer Architecture,
ed. D. D. Gajski, V. M. Milutinovic, H. J. Siegel, and B. P. Furht,
IEEE Computer Society, 1987, pp. 578-591;
Also in Tutorial: Parallel Architecture for Database Systems,
ed. A. R. Hurson, L. L. Miller and S. H. Pakzad, IEEE Computer Society, 1988.
- C021
- The Status of MANIP - A Multi-Computer Architecture for
Solving Combinatorial Extremum-Search Problems,
(full text in PDF)
B. W. Wah, G. J. Li, and C. F. Yu,
Proc. 11'th Int'l Symp. on Computer Architecture, pp. 56-63, ACM/IEEE, June 1984.
- C007
- MANIP - A Parallel Computer System for Implementing Branch-and-Bound Algorithms,
(full text in PDF)
B. W. Wah and Y. W. Ma,
Proc. 8th Int'l Symp. on Computer Architecture, pp. 239-262, ACM/IEEE, May 1981.
- C009
- The Architecture of MANIP - A Parallel Computer System for
Solving Non-deterministic Polynomial Complete Problems,
(full text in PDF)
B. W. Wah and Y. W. Ma,
Proc. National Computer Conf., pp. 149-161, AFIPS Press, May 1981.
- J08
- A Partitioning Approach to the Design of Selection Networks,
(full text in PDF)
B. W. Wah and G. L. Chen,
IEEE Trans. on Computers, vol. C-33, no. 3, pp. 261-268, March 1984.
- C022
- Generalized Parallel Selection Networks,
(full text in PDF)
B. W. Wah and G. L. Chen,
Proc. 1st Int'l Conf. on Computers and Applications, pp. 406-422, IEEE, Beijing, China, June 1984.
(b) Anomalies in Parallelism
- J32
- Computational Efficiency of Combinatorial OR-Tree Searches,
(full text in PDF)
G. J. Li and B. W. Wah,
IEEE Trans. on Software Engineering, vol. 16, no. 1, pp. 13-31, Jan. 1990.
- C025
- Computational Efficiency of Parallel Approximate Branch-and-Bound Algorithms,
(full text in PDF)
G. J. Li and B. W. Wah,
Proc. Int'l Conf. on Parallel Processing, pp. 473-480, IEEE, Aug. 1984.
- C024
- How to Cope with Anomalies in Parallel Approximate Branch-and-Bound Algorithms,
(full text in PDF)
G. J. Li and B. W. Wah,
Proc. National Conf. on Artificial Intelligence, pp. 212-215, AAAI, Aug. 1984.
- J16
- Coping with Anomalies in Parallel Branch-and-Bound Algorithms,
(full text in PDF)
G.-J. Li and B. W. Wah,
IEEE Trans. on Computers, vol. C-34, no. 6, pp. 568-573, June 1986.
- J23
- Efficient Branch-and-Bound Algorithms on a Two-Level Memory System,
(full text in PDF)
C. F. Yu and B. W. Wah,
IEEE Trans. on Software Engineering, vol. SE-14, no. 9, pp. 1342-1356, Sept. 1988.
- TP4
- Efficient Combinatorial Search Algorithms,
(full text in PDF)
C. F. Yu,
Ph.D. Thesis, School of Elect. Engr., Purdue Univ., West Lafayette, IN, Dec. 1986.
- C027
- Efficient Branch-and-Bound Algorithms on a Two-Level Memory System,
(full text in PDF)
C. F. Yu and B. W. Wah,
Proc. Computer Software and Applications Conf., pp. 504-514, IEEE, Nov. 1984.
- C017
- Virtual-Memory Support for Branch-and-Bound Algorithms,
(full text in PDF)
C. F. Yu and B. W. Wah,
Proc. Computer Software and Applications Conf., pp. 618-626, IEEE, Nov. 1983.
- TM3
- Virtual-Memory Support for Branch-and-Bound Algorithms,
(full text in PDF)
C. F. Yu,
M.Sc. Thesis, School of Elect. Engr., Purdue Univ., West Lafayette, IN, Aug. 1983.
- TP7
- Improvement of Constrained Searches,
(full text in PDF)
M. Gooley,
Ph.D. Thesis, Dept. of Computer Science, Univ. of Illinois, Urbana, IL, Aug. 1991.
- J35
- Efficient Reordering of Prolog Programs,
(full text in PDF)
M. M. Gooley and B. W. Wah,
IEEE Trans. on Knowledge and Data Engineering, vol. 1, no. 4, pp. 470-482, Dec. 1989.
- C047
- Efficient Reordering of Prolog Programs,
(full text in PDF)
M. M. Gooley and B. W. Wah,
Proc. 4th Int'l Conf. on Data Engineering, pp. 71-78, IEEE, Los Angeles, CA, Feb. 1988.
- BC10
- System Architectures for Prolog Execution,
(full text in PDF)
M. M. Gooley and B. W. Wah,
in Structured Methodologies for Expert Systems Development,
ed. J. Liebowitz and D. DeSalvo, pp. 171-213, Prentice Hall, 1989.
- C051
- Reordering of Prolog Programs with And-Parallelism,
(full text in PDF)
M. M. Gooley and B. W. Wah,
Proc. Workshop on Languages for Automation, pp. 219-224, IEEE, College Park, MD, Aug. 1988.
- C040
- Multiprocessing of Logic Programs,
(full text in PDF)
G.-J. Li and B. W. Wah,
Proc. Int'l Conf. on Systems, Man and Cybernetics, pp. 563-567, IEEE, Oct. 1986.
- C060
- Redundancy Detection in Logic Programs is Undecidable,
(full text in PDF)
Z. Zhou and B. W. Wah,
Proc. Computer Software and Applications Conf., pp. 593-598, IEEE, Oct. 1990.
- C049
- Prolog at the Univ. of Illinois,
(full text in PDF)
M. M. Gooley, L. V. Kale, D. A. Padua, B. Ramkumar, U. S. Reddy, D. C. Sehr, W. W. Shu, and B. W. Wah,
Proc. COMPCON, pp. 92-96, San Francisco, CA, March 1988.
- J28
- Efficient Solutions for the Generalized Traveling-Salesman Problem,
(abstract,
full text in PDF)
Y. N. Lien, Y. W. Ma, and B. W. Wah,
Information Sciences,
Elsevier Science Pub. Co., Inc., New York, NY, vol. 74, no. 1 & 2, pp. 177-189, Oct. 15, 1993.
- S01
- ISE -- AN INTEGRATED SEARCH ENVIRONMENT: THE MANUAL,
(abstract, full text in
PostScript and
PDF)
Lon-Chan Chu,
Technical Report CRHC-92-1, Center for Reliable and High Performance
Computing, University of Illinois, Urbana, IL, Jan. 1992.
- J62
- Designing a Coprocessor for Recurrent Computations,
(abstract, full text in
PostScript and
PDF)
K. Ganapathy, B. W. Wah and C. W. Li,
IEEE Trans. on Parallel and Distributed Systems, volume 8, no. 8, August 1997, pp. 840-856.
- C092
- Designing a Coprocessor for Recurrent Computations,
(abstract, full text in
PostScript and
PDF)
K. Ganapathy and B. W. Wah,
Proc. 5th IEEE Symposium on Parallel and Distributed Processing, December 1-4, 1993, pp. 806-813.
- J50
- Optimal Synthesis of Algorithm-specific Lower-Dimensional Processor Arrays,
(abstract, full text in
PostScript and
PDF)
K. Ganapathy and B. W. Wah,
IEEE Trans. on Parallel and Distributed Systems, IEEE, volume 7, no. 4, June 1996, pp. 274-287.
- TP9
- Mapping Regular Recursive Algorithms to Fine-Grained Processor Arrays,
(abstract, full text in
PostScript and
PDF)
K. Ganapathy,
Ph.D. Thesis, Department of Electrical and Computer Engineering,
University of Illinois, Urbana, IL, May 1994.
- R13
- Optimal Synthesis of Algorithm-specific Lower-Dimensional Processor Arrays,
(abstract, full text in
PostScript and
PDF)
K. Ganapathy and B. W. Wah,
Tech. Rep. CRHC 93-23, Center for Reliable and High Performance Computing,
Coordinated Science Laboratory, Univeristy of Illinois, Urbana, IL, Nov. 1993.
- C095
- Optimizing General Design Objectives in Processor-Array Design,
(abstract, full text in
PostScript and
PDF)
K. Ganapathy and B. W. Wah,
Proc. IEEE Int'l Parallel Processing Symposium, April 1994, pp. 295-302.
- BC17
- Algorithmic-Specific Parallel Processing with Linear Processor Arrays,
(abstract, full text in
PostScript and
PDF)
J. A. B. Fortes, B. W. Wah, W. J. Shang, and K. Ganapathy,
in Advances in Computers, ed. M. Yovitz, vol. 33, Academic Press, 1994, pp. 197-245.
- BC15
- Systematic Synthesis of Processor Arrays for Uniform Recurrence Equations,
(abstract, full text in
PostScript)
K. Ganapathy and B. W. Wah,
in Transformational Approaches to Systolic Design,
ed. G. M. Megson, pp. 1-33, Chapman and Hall, New York, NY, 1993.
- C078
- Synthesizing Optimal Lower Dimensional Processor Arrays,
(abstract, full text in
PostScript and
PDF)
K. Ganapathy and B. W. Wah,
Proc. Int'l Conf. on Parallel Processing, CRC Press, Aug. 1992, vol. 3, pp. 96-103.
- C076
- Optimal Design of Processor Arrays for Uniform Recurrences,
(abstract, full text in
PostScript and
PDF)
K. Ganapathy and B. W. Wah,
Proc. Int'l Conf. on Application-Specific Array Processors,
IEEE Computer Society, Berkeley, CA, Aug. 1992, pp. 636-648.
- J48
- Optimal Synthesis of Processor Arrays with Pipelined Arithmetic Units from Uniform Recurrence Equations,
(abstract, full text in
PostScript and
PDF)
K. Ganapathy and B. W. Wah,
Parallel Processing Letters, World Scientific Pub. Co., vol. 4, no. 3, 1994, pp. 339-350.
- TP6
- Systematic Design of Systolic Arrays,
(full text in PDF)
M. Aboelaze,
Ph.D. Thesis, School of Elect. Engr., Purdue Univ., West Lafayette, IN 47907, Aug. 1988.
- J39
- On the Relationship Between Systolic Array Design Methodologies,
(full text in PDF)
M. T. O'Keefe, J. A. B. Fortes, and B. W. Wah,
IEEE Trans. on Computers, vol. 41, no. 12, pp. 1589-1593, Dec, 1991.
- J11
- The Design of Optimal Systolic Arrays,
(full text in PDF)
G.-J. Li and B. W. Wah,
IEEE Trans. on Computers, vol. C-34, no. 1, pp. 66-77, Jan. 1985.
Also in Tutorial: VLSI Algorithms and Architectures: Fundamentals,
ed. N. Ranganathan, IEEE Computer Society Press, 1993.
- C016
- Optimal Design of Systolic Arrays for Image Processing,
(full text in PDF)
G. J. Li and B. W. Wah,
Proc. Workshop on Computer Architecture for Pattern Analysis and Image Database Management,
IEEE, Oct. 1983, pp. 134-141.
- C018
- The Design of Optimal Systolic Algorithms,
(full text in PDF)
G. J. Li and B. W. Wah,
Proc. Computer Software and Applications Conf., pp. 310-319, IEEE, Nov. 1983.
Processor Arrays: Applications
- C106
- Optimal Bit-Level Processor Arrays for Matrix Multiplication,
(abstract, full text in
PostScript and
PDF)
C. W. Li and B. W. Wah,
Proc. 11th Int'l Conf. on Systems Engineering, Univ. of Nevada, NV, July 1996, pp. 596-601.
- J51
- Processor Array with Bounded I/O Ports for computing Transitive Closures,
(abstract, full text in
PostScript and
PDF)
M. Aboelaze and B. W. Wah,
J. of Parallel and Distributed Computing, Academic Press, vol. 29, no. 1, Aug. 1995, pp. 84-90.
- C085
- Two-Dimensional Digital Filtering Using Constant-I/O Systolic Arrays,
(abstract, full text in
PostScript and
PDF)
M. Aboelaze, D. Lee, and B. W. Wah,
Proc. IEEE Int'l Symposium on Circuits and Systems, Chicago, IL, March 1993, pp. 255-258.
- C069
- A Programmable VLSI Array with Constant Number of I/O Pins,
(full text in PDF)
M. Aboelaze, D. Lee, and B. W. Wah,
in Algorithms and Parallel VLSI Architectures II, ed. P. Quinton and Y. Robert, pp. 205-209,
Elsevier Science Publishers, Bonas, France, June 3-6, 1991.
- C066
- Two-Dimensional Digital Filtering Using a Linear Processor Array,
(full text in PDF)
M. Aboelaze, D. Lee, and B. W. Wah,
Proc. Int'l Symp. on Circuits and Systems, pp. 2943-2946, IEEE, Singapore, June 1991.
- C087
- Dependence Analysis and Architecture Design for Bit-Level Algorithms,
(abstract, full text in
PostScript and
PDF)
W. J. Shang and B. W. Wah,
Proc. Int'l Conference on Parallel Processing, CRC Press, Aug. 1993, pp. I-30-I-38.
- J20
- Systolic Processing for Dynamic Programming Problems,
(full text in PDF)
B. W. Wah and G.-J. Li,
Circuits, Systems, and Signal Processing,
vol. 7, no. 2, pp. 119-149, Springer-Verlag, New York, NY, 1988.
- C032
- Parallel Processing of Serial Dynamic Programming Problems,
(full text in PDF)
G.-J. Li and B. W. Wah,
Proc. Computer Software and Applications Conf., pp. 81-89, IEEE, Oct. 1985.
- C030
- Systolic Processing for Dynamic Programming Problems,
(full text in PDF)
G.-J. Li and B. W. Wah,
Proc. Int'l Conf. on Parallel Processing, pp. 434-441, IEEE, Aug. 1985.
- C106
- Optimal Design of Systolic Arrays for Image Processing,
(full text in PDF)
G.-J. Li and B. W. Wah,
Proc. Workshop on Computer Architecture for Pattern Analysis and Image Database Management,
pp. 134-141, IEEE, Oct. 1983.
- BC04
- VLSI Architectures for Pattern Analysis and Image Database Management,
(full text in PDF)
K. S. Fu, K. Hwang, and B. W. Wah,
in VLSI and Modern Signal Processing, ed. S. Y. Kung, H. J. Whitehouse, and T. Kailath,
pp. 434-450, Prentice-Hall, 1984.
- J05
- PUMPS Architecture for Pattern Analysis and Image Database Management,
(full text in PDF)
F. A. Briggs, K. S. Fu, K. Hwang, and B. W. Wah,
IEEE Trans. on Computers, vol. C-31, no. 10, pp. 969-983, Oct. 1982.
Also in Tutorial: VLSI Algorithms and Architectures: Fundamentals,
ed. N. Ranganathan, IEEE Computer Society Press, 1993.
- BC05
- VLSI Multiprocessor for Image Processing,
(full text in PDF)
K. S. Fu, K. Hwang, and B. W. Wah,
in Computer Architectures for Spatially-Distributed Data, ed. H. Freeman and G. Pieroni, pp. 139-157,
Springer-Verlag, New York, NY, 1984.
- C010
- PUMPS Architecture for Pattern Analysis and Image Database Management,
(full text in PDF)
F. A. Briggs, K. H. Hwang, K. S. Fu, and B. W. Wah,
Proc. Workshop on Computer Architecture for Pattern Analysis and Image Database Management,
pp. 178-187, IEEE, Nov. 1981.
Processor Arrays: Interfacing
- J31
- Complexities of Layouts in Three-Dimensional VLSI Layouts,
(full text in PDF)
M. Aboelaze and B. W. Wah,
Information Sciences, vol. 55, no. 1, 2, and 3, pp. 167-188, Elsevier Science Pub. Co., Inc.,
New York, NY, June 1991.
- C044
- Complexities of Layouts in Three-Dimensional VLSI Layouts,
(full text in PDF)
M. Aboelaze and B. W. Wah,
Proc. Int'l Symp. on Circuits and Systems, pp. 543-546, IEEE, Philadelphia, PA, May 1987.
- J21
- Systematic Designs of Buffers in Macropipelines of Systolic Arrays,
(full text in PDF)
B. W. Wah, M. Aboelaze, and W. J. Shang,
J. of Parallel and Distributed Computing, vol. 5, no. 2, pp. 1-25, Academic Press, May 1988.
- C033
- Buffering in Macropipelines of Systolic Arrays,
(full text in PDF)
B. W. Wah, W. J. Shang, and M. Aboelaze,
Proc. Workshop on Computer Architecture for Pattern Analysis and Image Database Management,
pp. 2-8, IEEE, Nov. 1985.
Other Work in Architecture
- J01
- A Design of a Fast Cellular Associative Memory for Ordered Retrieval,
(full text in PDF,
Authors' Reply in PDF)
C. V. Ramamoorthy, J. L. Turner, and B. W. Wah,
IEEE Trans. on Computers, vol. C-27, no. 9, pp. 800-815, Sept. 1978.
- J02
- An Optimal Algorithm for Scheduling Request on Interleaved Memories for a Pipelined Processor,
(full text in PDF)
C. V. Ramamoorthy and B. W. Wah,
IEEE Trans. on Computers, vol. C-30, no. 10, pp. 787-800, Oct. 1981.
- J03
- The Degradation in Memory Utilization due to Dependencies,
(full text in PDF)
C. V. Ramamoorthy and B. W. Wah,
IEEE Trans. on Computers, vol. C-30, no. 10, pp. 813-818, Oct. 1981.
- TM0
- Analysis of Buffering in Memory Interleaving,
(full text in PDF)
B. W. Wah,
M.Sc. Thesis, Dept. of Elect. Engr. and Comp. Sci., University of California, Berkeley, June 1976.
- C006
- An Optimal Scheduling Algorithm for Interleaved Memories and the
Effects on Memory Performance due to Dependencies,
(full text in PDF)
B. W. Wah,
Proc. Int'l Computer Symp., pp. 429-437, Taiwan, China, Dec. 1980.
- C004
- DIALOG - A Distributed Processor Organization for Database Machine,
(full text in PDF)
B. W. Wah and S. B. Yao,
Proc. National Computer Conf., pp. 243-254, AFIPS Press, June 1980.
Also in Tutorial: Parallel Architecture for Database Systems,
ed. A. R. Hurson, L. L. Miller and S. H. Pakzad, IEEE Computer Society Press, 1988.
The Multiaccess Problem: The Search for a Single
Responding Station
(a) Multiaccess Control in Ethernets
- J15
- Resource Scheduling for Local Computer Systems with a Multiaccess Network,
(full text in PDF)
B. W. Wah and J. Y. Juang,
IEEE Trans. on Computers, vol. C-34, no. 12, pp. 1144-1157, Dec. 1985.
- PAT1
- An Efficient Contention Resolution Protocol for Local Multiaccess Networks,
(full text in PDF)
B. W. Wah and J. Y. Juang,
Patent Number 4630264, Filed: Sept. 21, 1984, Granted:, Dec. 16, 1986.
- TP1
- Resource Allocation in Computer Networks,
(full text in PDF)
J. Y. Juang,
Ph.D. Thesis, School of Elect. Engr., Purdue Univ., West Lafayette, IN, Aug. 1985.
- J26
- A Unified Minimum-Search Method for Resolving Contentions in Multiaccess Networks with Ternary Feedback,
(full text in PDF)
J. Y. Juang and B. W. Wah,
Information Sciences, vol. 48, no. 3, pp. 253-287, Elsevier Science Pub. Co., Inc., New York, NY, 1989.
- C019
- Unified Window Protocols for Contention Resolution in Local Multiaccess Networks,
(full text in PDF)
J. Y. Juang and B. W. Wah,
Proc. INFOCOM, pp. 97-104, IEEE, April 1984.
- C015
- An Efficient Protocol for Load Balancing on CSMA/CD Networks,
(full text in PDF)
B. W. Wah and J. Y. Juang,
Proc. 8th Conf. on Local Computer Networks, pp. 55-61, IEEE, Oct. 1983.
(b) Multiaccess Control in Wireless Networks
- C116
- An Efficient Multiaccess Protocol for Wireless Networks,
(abstract, full text in
PostScript and
PDF)
Benjamin W. Wah and Xiao Su,
Proc. Int'l Symposium on Internet Technology, Taipei, Taiwan, April 1998, pp. 173-178.
- TM12
- Design and Evaluation of a Window-Based Wireless Medium Access Control Protocol,
(abstract, full text in
PostScript and
PDF)
Xiao Su,
M.Sc. Thesis, Dept. of Computer Science, Univ. of Illinois, Urbana, IL, May 1997.
(c) Multiaccess Control in Bus-Based Multiprocessor Networks
- J37
- A Contention-Based Bus-Control Scheme for Multiprocessor Systems,
(full text in PDF)
J. Y. Juang and B. W. Wah,
IEEE Trans. on Computers, vol. 40, no. 8, pp. 1046-1053, Aug. 1991.
- C023
- A Multiaccess Bus-Arbitration Scheme for VLSI-Densed Distributed Systems,
(full text in PDF)
J. Y. Juang and B. W. Wah,
Proc. National Computer Conf., pp. 13-22, AFIPS Press, July 1984.
(d) Multiaccess Control in Multiple Contention Busses
- J25
- Load Balancing and Ordered Selections in a Computer System with Multiple Contention Busses,
(full text in PDF)
J. Y. Juang and B. W. Wah,
J. of Parallel and Distributed Computing, vol. 7, no. 3, pp. 391-415, Academic Press, Dec. 1989.
- C039
- Global State Identification for Load Balancing in a Computer System with Multiple Contention Busses,
(full text in PDF)
J. Y. Juang and B. W. Wah,
Proc. Computer Software and Applications Conf., pp. 36-42, IEEE, Oct. 1986.
- C034
- Channel Allocation in Multiple Contention-Bus Networks,
(full text in PDF)
J. Y. Juang and B. W. Wah,
Proc. INFOCOM, pp. 189-196, IEEE, April 1986.
Load Balancing: The Search for Stations with the Minimum and the Maximum Load
- TP5
- Resource Allocation on Distributed Computer System,
(full text in PDF)
K. M. Baumgartner,
Ph.D. Thesis, School of Elect. Engr., Purdue Univ., West Lafayette, IN, May, 1988.
- J33
- GAMMON: A Load Balancing Strategy for a Local Computer System with a Multiaccess Network,
(full text in PDF)
K. Baumgartner and B. W. Wah,
IEEE Trans. on Computers, vol. 38, no. 8, pp. 1098-1109, Aug. 1989.
- J30
- Implementation of an Efficient Load Balancing Strategy for a Local Computer System,
(full text in PDF)
K. M. Baumgartner, R. Kling, and B. W. Wah,
Computer Systems Science and Engineering, vol. 4, no. 4,
pp. 216-226, Butterworth and Co. Ltd., Oct. 1989.
- C054
- Design and Implementation of an Efficient Load Balancing Strategy for a Local Computer System,
(full text in PDF)
K. M. Baumgartner, R. M. Kling, and B. W. Wah,
Proc. Int'l Conf. on Parallel Processing,
Pennsylvania State Univ. Press, University Park, PA, pp. 77-80, 1989.
- C052
- A Global Load Balancing Strategy for a Distributed Computer System,
(full text in PDF)
K. M. Baumgartner and B. W. Wah,
Proc. Conf. on Future Trends in Distributed Computer Systems
in the 90's, pp. 93-102, IEEE, Hong Kong, Sept. 1988.
- C045
- Load Balancing Protocols on a Local Computer System with a Multiaccess Bus,
(full text in PDF)
K. M. Baumgartner and B. W. Wah,
Proc. Int'l Conf. on Parallel Processing, pp. 851-858,
Pennsylvania State Univ. Press, University Park, PA, Aug. 1987.
- C029
- The Effects of Load Balancing on Response Time for Local CSMA Networks,
(full text in PDF)
K. M. Baumgartner and B. W. Wah,
Proc. Int'l Conf. on Communications, pp. 10.1.1-10.1.5, IEEE, June 1985.
- TM4
-
The Effects of Load Balancing on Response Time for CSMA/CD Networks,
(full text in PDF)
K. M. Baumgartner,
M.Sc. Thesis, School of Elect. Engr., Purdue Univ., West Lafayette, IN, Dec. 1984.
- TM5
- Resource Sharing on CSMA/CD Networks in the Presence of Noise,
(full text in PDF)
D. Dinschel,
M.Sc. Thesis, Dept. of Electrical and Computer Engineering, Univ. of Illinois, Urbana, IL, Aug. 1987.
- J04
- A UNIX-based Local Computer Network with Load Balancing,
(full text in PDF)
K. Hwang, W. J. Croft, G. H. Goble, B. W. Wah, F. A. Briggs, W. R. Simmons, and C. L. Coate,
IEEE Computer, vol. 15, no. 4, pp. 55-66, April 1982.
Also in Tutorial: Computer Architecture,
ed. D. D. Gajski, V. M. Milutinovic, H. J. Siegel, and B. P. Furht, IEEE Computer Society, 1987, pp. 541-552.
- C008
- Engineering Computer Network (ECN): A Hardwired Network of UNIX Computer Systems,
(full text in PDF)
K. Hwang, B. W. Wah, and F. A. Briggs,
Proc. National Computer Conf., pp. 191-201, AFIPS Press, May 1981.
Resource Sharing Interconnection Networks:
The Search for Free Sources of a Specific Type
- J24
- Resource Sharing Interconnection Networks in Multiprocessors,
(full text in PDF)
J. Y. Juang and B. W. Wah,
IEEE Trans. on Computers, vol. 38, no. 1, pp. 115-129, Jan. 1989.
- BC07
- Resource Allocation for Local Computer Systems
,
(full text in PDF)
B. W. Wah and J. Y. Juang,
in Computer Architecture: Concepts and Systems, ed. V. M. Milutinovic, pp. 265-304, Elsevier, 1988.
- C037
- Resource Sharing Interconnection Networks in Multiprocessors,
(full text in PDF)
J. Y. Juang and B. W. Wah,
Proc. Int'l Conf. on Parallel Processing, pp. 750-757, Pennsylvania State Univ. Press,
University Park, PA, Aug. 1986.
- C026
- Optimal Scheduling Algorithms for Multistage Resource Sharing Interconnection Networks,
(full text in PDF)
J. Y. Juang and B. W. Wah,
Proc. Computer Software and Applications Conf., pp. 217-225, IEEE, Nov. 1984.
- C014
- A Comparative Study of Distributed Resource Sharing on Multiprocessors,
(full text in PDF)
B. W. Wah,
Proc. 10th Int'l Symp. on Computer Architecture, pp. 301-308c, ACM/IEEE, June 1983.
- J10
- A Comparative Study of Distributed Resource Sharing on Multiprocessors,
(full text in PDF)
B. W. Wah,
IEEE Trans. on Computers, vol. C-33, no. 8, pp. 700-711, Aug. 1984.
Also in Tutorial: Computer Architecture,
ed. D. D. Gajski, V. M. Milutinovic, H. J. Siegel, and B. P Fuhrt, IEEE Computer Society, 1987, pp. 160-171.
- C013
- Resource Sharing on Multiprocessors,
(full text in PDF)
B. W. Wah,
Proc. Int'l Computer Symp., pp. 31-39, Taiwan, China, Dec. 1982.
- C011
- Distributed Scheduling of Resources on Interconnection Network
,
(full text in PDF)
B. W. Wah and A. Hicks,
Proc. National Computer Conf., pp. 697-709, AFIPS Press, June 1982.
- TM1
- Resource Scheduling on Interconnection Networks,
(full text in PDF)
A. H. Hicks,
M.Sc. Thesis, School of Elect. Engr., Purdue Univ., West Lafayette, IN, Aug. 1982.
Load Balancing: Applications
- J40
- Optimal Mapping of Neural-Network Simulations on Message-Passing Multicomputers,
(full text in PDF)
L.-C. Chu and B. W. Wah,
J. of Parallel and Distributed Computing, vol. 14, no. 3, pp. 319-339, Academic Press, March 1992.
- TM8
- Optimal Mapping of Neural Networks on Multicomputers,
(full text in PDF)
L.-C. Chu,
M.Sc. Thesis, Dept. of Electrical and Computer Engineering, Univ. of Illinois, Urbana, IL, May 1991.
- C057
- Efficient Mapping of Neural Networks on Multicomputers,
(full text in PDF)
B. W. Wah and L.-C. Chu,
Proc. Int'l Conf. on Parallel Processing, vol. I, pp. 234-241, Pennsylvania State Univ. Press,
University Park, PA, Aug. 1990.
- C089
- Scheduling of Dynamic Divide-and-Conquer Computations on Multicomputers,
(abstract, full text in
PostScript and
PDF)
V. Karamcheti and B. W. Wah,
Proc. Computers and Software Applications Conference,
IEEE Computer Society Press, Nov. 1993, pp. 352-359.
Optimizing Perceptual Quality
- J106
- Optimizing Multi-Dimensional Perceptual Quality in Online Interactive Multimedia,
(abstract, full text in PDF and
IEEE Xplore)
![](Images/new.gif)
B. W. Wah and J. X. Xu,
IEEE Multimedia, vol. 30, no. 3, July-Sept. 2023, pp. 119-128.
- TP21
- Optimizing Perceptual Quality for Online Multimedia Systems with Fast-Paced Interactions,
(abstract, full text in PDF)
J. X. Xu,
Ph.D. Thesis, Dept. of Computer Science and Engineering, Chinese Univ. of Hong Kong, Hong Kong, Aug. 2017.
- J98
- Optimizing the Perceptual Quality of Real-Time Multimedia Applications,
(abstract, full text in PDF and
IEEE Xplore)
J. X. Xu and B. W. Wah,
IEEE Multimedia, vol. 22, no. 4, Oct.-Dec. 2015, pp. 14-28.
- J100
- Optimality of Greedy Algorithm for Generating Just-Noticeable Difference Surfaces,
(abstract, full text in PDF and
IEEE Xplore)
J. X. Xu and B. W. Wah,
IEEE Trans. on Multimedia, vol. 18, no. 7, July 2016, pp. 1330-1337.
- J101
- Consistent Synchronization of Action Order with Least Noticeable Delays in Online Games,
(abstract, full text in PDF and
ACM Digital Library)
J. X. Xu and B. W. Wah,
ACM Trans. on Multimedia Computing, Communications, and Applications (TOMM), vol 13, no. 1, Jan. 2017.
Multimedia Loss Concealment
- J95
- On View Consistency in Multi-Server Distributed Virtual Environments,
(abstract, full text in PDF)
H. Hu, R. W. H. Lau, H. Hu, and B. W. Wah,
IEEE Trans. on Visualization and Computer Graphics, vol. 20, no. 10, Oct. 2014, pp. 1428-1440.
- K25
- Real-Time Multimedia on the Internet,
(full text in PostScript and
PDF)
B. W. Wah,
Keynote Speech, 1st IEEE Int'l Conf. on Web Information Systems Engineering,
Hong Kong, June 20, 2000.
- C129
- Streaming Real-Time Audio and Video Data with Transformation-Based Error Concealment and Reconstruction,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, D. Lin, and X. Su
Proc. First Int'l Conf. on Web Information Systems Engineering,
IEEE, Hong Kong, June 2000, pp.2-11.
- C135
- A Survey of Error-Concealment Schemes for Real-Time Audio and Video Transmissions over the Internet,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, X. Su, and D. Lin
Proc. Int'l Symposium on Multimedia Software Engineering,
IEEE, Taipei, Taiwan, Dec. 2000, pp. 17-24.
- TP19
- Design and Evaluation of VoIP Systems with High Perceptual Conversational Quality,
(abstract, full text in
PDF and UIUC Ideals)
B. Sat,
Ph.D. Thesis, Department of Electrical and Computer Engineering,
University of Illinois at Urbana-Champaign, Aug. 2010.
- J91
- The Design of VoIP Systems With High Perceptual Conversational Quality,
(abstract, full text in
PDF and
Academy Publisher)
B. W. Wah and B. Sat
Journal of Multimedia, Special Issue on Advances in Interactive Digital Entertainment Technologies,
vol. 4, no. 2, 2009. pp. 49-62.
- J92
- Statistical Scheduling of Offline Comparative Subjective Evaluations for Real-Time Multimedia,
(abstract, full text in
PDF, and
IEEE Xplore)
B. Sat and B. W. Wah
IEEE Trans. on Multimedia, Vol. 11, no. 6, Oct. 2009, pp. 1114-1130.
- C171
- Statistical Testing Of Off-line Comparative Subjective Evaluations For Optimizing Perceptual Conversational Quality In VoIP,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
B. Sat and B. W. Wah
Proc. IEEE Int'l Symposium on Multimedia, Dec. 2008, pp. 424-431.
- C163
- Playout Scheduling and Loss-Concealments in VoIP for Optimizing Conversational Voice Communication Quality,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
B. Sat and B. W. Wah
Proc. ACM Multimedia ACM, Sept. 2007, pp. 137-146.
- TM21
- The Design of a Multi-Party VoIP Conferencing System over the Internet,
(abstract, full text in
PostScript and
PDF)
Z. X. Huang
M.Sc. Thesis, Dept. of Electrical and Computer Engineering, Univ. of Illinois, Urbana, IL, May 2009.
- C166
- The Design of a Multi-Party VoIP Conferencing System over the Internet,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
B. Sat, Z. X. Huang, and B. W. Wah
Proc. IEEE Int'l Symposium on Multimedia, Dec. 2007, pp. 3-10.
Also as K63 in Keynote Address, Quality Assessment of VoIP Systems over the Internet, Dec. 10, 2007.
- J90
- Analyzing Voice Quality in Popular VoIP Applications,
(abstract, full text in
PostScript and
PDF)
B. Sat and B. W. Wah,
IEEE Multimedia Magazine, vol. 16, Jan-Mar 2009, pp. 46-58.
- C167
- Automated Learning of Playout Scheduling Algorithms for Improving Perceptual Conversational Quality in Multi-Party VoIP,
(abstract, full text in
PostScript and
PDF)
Z. X. Huang, B. Sat, and B. W. Wah
Proc. Int'l Conf. on Multimedia and Expo IEEE, July 2008, pp. 493-496.
- C164
- Evaluation of Conversational Voice Communication Quality of the Skype, Google-Talk, Windows Live, and Yahoo
Messenger VoIP Systems,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
B. Sat and B. W. Wah
Proc. IEEE Workshop on Multimedia Signal Processing Oct. 2007.
- C158
- Analysis and Evaluation of the Skype and Google-Talk VoIP Systems,
(abstract, full text in
PostScript and
PDF)
presentation viewgraphs in PDF)
B. Sat and B. W. Wah
Proc. Int'l Conf. on Multimedia and Expo IEEE, July 2006.
- C172
- New Piggybacking Algorithm In VoIP Using Enhanced G.722.2 Codec With Larger Frames,
(abstract, full text in
PDF,
IEEE Xplore, and
presentation viewgraphs in PPT)
W. H. Yeo, B. Sat and B. W. Wah
Proc. IEEE Int'l Workshop on Multimedia Signal Processing (MMSP'09), Oct 2009 pp.1-4, 5-7 Oct. 2009.
- TB02
- New Piggybacking Algorithm in {VoIP} using Enhanced G.722.2 Codec with Larger Frames
(abstract, full text in
PDF)
W. H. Yeo
B.Sc. Thesis, Dept. of Electrical and Computer Engineering, Univ. of Illinois, Urbana-Champaign, May 2009
- C153
- Speech-Adaptive Layered G.729 Coder for Loss Concealments of Real-Time Voice over IP,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
B. Sat and B. W. Wah
Proc. Int'l Conf. on Multimedia and Expo IEEE, July 2005.
- C156
- Speech- and Network-Adaptive Layered G.729 Coder for Loss Concealments of Real-Time Voice over IP,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
B. Sat and B. W. Wah
Proc. IEEE Workshop on Multimedia Signal Processing Oct. 2005.
- TP16
- Loss Concealments for Low Bit-Rate Packet Voice,
(abstract, full text in
PostScript and
PDF)
D. Lin,
Ph.D. Thesis, Dept. of Electrical and Computer Engineering,
Univ. of Illinois, Urbana-Champaign, Aug. 2002.
- K51
- Loss Concealments for Low Bit-Rate Packet Voice in Voice over IP,
(full text in PostScript and
PDF)
B. Wah,
Keynote Address, IEEE Sixth Int'l Symposium on Multimedia Software Engineering,
Miami, FL, Dec. 15, 2004.
- K43
- Loss Concealments for Low Bit-Rate Packet Voice in VoIP,
(full text in PostScript and
PDF)
B. Wah,
Plenary Speech, IEEE Int'l Conference on Computer Networks and Mobile Computing,
Shanghai, China, Oct. 22, 2003.
- J76
- LSP-Based Multiple-Description Coding for Real-Time Low Bit-Rate Voice over IP,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and D. Lin,
IEEE Trans. on Multimedia vol. 7, no. 1, Feb. 2005, pp. 167-178.
- C155
- Speech- and Network-Adaptive Layered G.729 Coder for Loss Concealments of Real-Time Voice over IP,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
D. Lin, B. W. Wah, and H. Yu
Proc. IEEE Workshop on Multimedia Signal Processing Oct. 2005.
- PAT2
- Method and Program Product for Organizing Data into Packets,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and D. Lin,
US Patent Number 6754203 B2, Filed: March 1, 2002, Granted: June 22, 2004.
- C141
- LSP-Based Multiple-Description Coding for Real-Time Low Bit-Rate Voice Transmissions,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
D. Lin and B. W. Wah,
IEEE Int'l Conf. on Multimedia and Expo Aug. 2002, pp. 597-600.
- J68
- Transformation-Based Reconstruction for Real-Time Voice Transmissions over the Internet,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and D. Lin,
IEEE Trans. on Multimedia,
IEEE, vol. 1, no. 4, Dec. 1999, pp. 342-351.
- TM16
- Real-Time Voice Transmissions over the Internet,
(abstract, full text in
PostScript and
PDF)
Dong Lin,
M.Sc. Thesis, Dept. of Electrical and Computer Engineering, Univ. of Illinois, Urbana-Champaign, Dec. 1998.
- C120
- Transformation-based Reconstruction for Audio Transmissions over the Internet,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and D. Lin,
Proc. 17th IEEE Symposium on Reliable Distributed Systems,
IEEE Computer Society Press, Oct. 1998, pp. 211-217.
- TM17
- Optimizing Real-Time Audio Signals over Mobile Networks,
(abstract, full text in
PostScript and
PDF)
Jeffrey P. Monks,
M.Sc. Thesis, Dept. of Electrical and Computer Engineering, Univ. of Illinois, Urbana-Champaign, Dec. 1998.
- C177
- Concealing Network Delays in Delay-Sensitive Online Interactive Games Based on Just-Noticeable Differences,
(abstract, full text in PDF)
J. X. Xu and B. W. Wah,
Proc. IEEE Intnerational Conference on Multimedia and Expo, July 2013.
- C176
- Exploiting Just-Noticeable Difference of Delays for Improving Quality of Experience in Video Conferencing,
(abstract, full text in PDF, and presentation
viewgraphs in PDF)
J. X. Xu and B. W. Wah,
Proc. ACM Multimedia Systems Conference, Feb. 2013, pp. 138-148.
- C175
- Delay-Aware Loss Concealment Strategies for Real-Time Video Conferencing,
(abstract and full text in PDF, and
IEEE Xplore)
J. X. Xu and B. W. Wah,
Proc. IEEE Int'l Symp. on Multimedia, Dec. 2011, pp. 27-34.
- K79
- Delay-Aware Loss Concealments For Real-Time Video Conferencing (Keynote Address),
(Full text in PDF)
B. W. Wah,
CCF China National Computer Congress, Dailan, China, Oct. 18, 2012.
- TM22
- Finding Perceptually Optimal Operating Points of a Real Time Interactive Video-Conferencing System,
(abstract, full text in
PDF
and UIUC Ideals)
Wee Hong Yeo,
M.Sc. Thesis, Dept. of Electrical and Computer Engineering, Univ. of Illinois, Urbana-Champaign, May 2011.
- C173
- Scheduling Transmissions of Real-Time Video Coded Frames in Video Conferencing Applications over the Internet,
(abstract, full text in
PDF and
IEEE Xplore)
J. Lu and B. W. Wah,
Workshop on Networking Issues in Multimedia Entertainment (NIME),
Proc. IEEE Int'l Conf. on Multimedia and Expo (ICME), pp.1695-1700, 19-23 July 2010.
- J72
- Multi-Description Video Streaming with Optimized Reconstruction-Based DCT
and Neural-Network Compensations,
(abstract, full text in
PostScript and
PDF)
X. Su and B. W. Wah,
IEEE Trans. on Multimedia, vol. 3, no. 1, March 2001, pp. 123-131.
- J81
- Loss Aware Rate Allocations in H.263 Coded Video Transmissions
(abstract, full text in
PostScript and
PDF)
X. Su and B. W. Wah,
J. of Circuits, Systems, and Computers, World Scientific Pub. Co.,
vol. 14, no. 6, Dec. 2005, pp. 1157-1171.
- TP15
- Error Concealments for Robust Image and Video Transmissions on the Internet,
(abstract, full text in
PostScript and
PDF)
X. Su,
Ph.D. Thesis, Dept. of Computer Science, Univ. of Illinois, Urbana-Champaign, Sept. 2001.
- C131
- Streaming Video with Optimized Reconstruction-Based DCT,
(abstract, full text in
PostScript and
PDF, presentation viewgraphs in
PDF)
X. Su and B. W. Wah,
Proc. IEEE Int'l Conf. on Multimedia and Expo, pp. 536-539, July-Aug. 2000.
- C121
- Streaming Video with Transformation-Based Error Concealment and Reconstruction,
(abstract, full text in
PostScript and
PDF)
B. W. Wah and X. Su,
Proc. IEEE Int'l Conf. on Multimedia Computing and Systems, June 1999, vol.1, pp. 238-243.
- TM14
- Video on Demand using TCP: An Experimental Study,
(abstract, full text in
PostScript and
PDF)
Liwei Wang,
M.Sc. Thesis, Dept. of Electrical and Computer Engineering, Univ. of Illinois, Urbana, IL, Dec. 1997.
- TM20
- Real-Time Transmission of JPEG-2000 Images over the Internet,
(abstract, full text in
PostScript and
PDF)
H. Yu,
M.Sc. Thesis, Dept. of Electrical and Computer Engineering, Univ. of Illinois, Urbana, IL, May 2004.
- C146
- Frequency-Based Reconstruction of Multi-Description Coded JPEG2000 Images,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
H. Yu and B. W. Wah,
Proc. Int'l Conf. on Computer Networks and Mobile Computing IEEE, Oct. 2003, pp. 92-99.
- C140
- Loss concealments of subband coded images for real-time transmissions in the Internet,
(abstract, full text in
PostScript and
PDF,
presentation viewgraphs in PDF)
B. W. Wah and X. Su,
Proc. Int'l Conf. on Multimedia and Expo IEEE, Aug. 2002, pp. 449-452.
- J75
- Reconstruction-Based Subband Image Coding for UDP Transmissions over the Internet,
(abstract, full text in
PostScript and
PDF)
X. Su and B. W. Wah,
Journal of VLSI Signal Processing, Kluwer Academic Press, vol. 34, no. 1-2, May-June 2003, pp. 29-48.
- C138
- Coding and Transmission of Subband Coded Images in the Internet (Keynote Address),
(abstract, full text in
PostScript and
PDF)
B. W. Wah and X. Su
Proc. SPIE Multispectral Image Processing and Pattern Recognition, Image Compression and Encryption Technologies
vol. 4551, Oct. 2001, pp. 1-10.
Distributed Databases
- TP0
- A Systematic Approach to the Management of Data on Distributed Data Bases,
(full text in PDF)
B. W. Wah,
Ph.D. Thesis, Dept. of Elect. Engr. and Comp. Sci., University of California, Berkeley, Dec. 1979.
- TP3
- Distributed Database on Local Multiaccess Computer Systems,
(full text in PDF)
Y. N. Lien,
Ph.D. Thesis, School of Elect. Engr., Purdue Univ., West Lafayette, IN, May 1985.
- J13
- Design of Distributed Databases on Local Computer Systems with a Multiaccess Network,
(full text in PDF)
B. W. Wah and Y. N. Lien,
IEEE Trans. on Software Engineering, vol. SE-11, no. 7, pp. 606-619, July 1985.
- C042
- Design and Performance Study of DDBLMN,
(full text in PDF)
Y.-N. Lien and B. W. Wah,
Proc. Hawaiian Conf. on System Sciences, vol. 2, pp. 407-418, IEEE, Kona, Hawaii, Jan. 1987.
- C048
- File Allocation on Homogeneous Local Computer Systems with Two-level Multiaccess Networks,
(full text in PDF)
Y.-N. Lien, Y.-L. Chang, and B. W. Wah,
Proc. 4th Int'l Conf. on Data Engineering, pp. 110-117, IEEE, Los Angeles, CA, Feb. 1988.
- C020
- The File-Assignment and Query-Processing Problems in Local Multiaccess Networks,
(full text in PDF)
B. W. Wah and Y. N. Lien,
Proc. Int'l Conf. on Data Engineering, pp. 228-235, IEEE, April 1984.
- J07
- File Placement on Distributed Computer Systems,
(full text in PDF)
B. W. Wah,
IEEE Computer, vol. 17, no. 1, pp. 23-32, Jan. 1984.
Also in Distributed Processing and Data Base Systems, vol. 2, ed. W. W. Chu, Artech House Books, 1986.
- J06
- The Isomorphism of Simple File Placement,
(full text in PDF)
C. V. Ramamoorthy and B. W. Wah,
IEEE Trans. on Computers, vol. C-32, no. 3, pp. 221-232, March 1983.
- C005
- An Efficient Heuristic for File Placement on Distributed Databases,
(full text in PDF)
B. W. Wah,
Proc. Computer Software and Applications Conf., pp. 462-468, IEEE, Oct. 1980.
- B01
- Data Management in Distributed Databases,
B. W. Wah,
UMI Research Press, 1980.
- C003
- The Placements of Relations on a Distributed Relational Data Base,
(full text in PDF)
C. V. Ramamoorthy and B. W. Wah,
Proc. 1st Int'l Conf. on Distributed Computer Systems, pp. 642-650, IEEE, Oct. 1979.
- C002
- Data Management in Distributed Data Bases,
(full text in PDF)
C. V. Ramamoorthy and B. W. Wah,
Proc. National Computer Conf., pp. 667-680, AFIPS Press, June 1979.
- C001
- Architectural Issues in Distributed Data Base Systems,
(full text in PDF)
C. V. Ramamoorthy , G. S. Ho, T. Krishnarao, and B. W. Wah,
Proc. 3rd Int'l Conf. on Very Large Data Bases, pp. 121-126, IEEE, Tokyo, Japan, Oct. 1977.
Other Protocols and Applications
- TM11
- ATM Network Performance Simulator,
(abstract,
full text in PDF)
S. A. Yenerich,
M.Sc. Thesis, Dept. of Electrical and Computer Engr.,
University of Illinois at Urbana-Champaign, June 1995.
Education
- J103
- Vision, Challenges, Roles and Research Issues of Artificial Intelligence,
(abstract, full text in PDF and
Science Direct)
![](Images/new.gif)
G. J. Hwang, H. Xie, B. W. Wah, and D. Gasevic
Computers and Education: Artificial Intelligence, vol. 1, 2020, pp. 1-5.
Knowledge and Data Engineering
- BC11
- Knowledge and Data Engineering,
(full text in PDF)
B. W. Wah,
in Encyclopedia of Computer Science and Technology,
ed. A. Kent and J. G. Williams, vol. 24, Supplement 9, pp. 225-237, Marcel Dekker Inc., New York, NY, 1991.
- J34
- Knowledge and Data Engineering
(full text in PDF)
C. V. Ramamoorthy and B. W. Wah,
IEEE Trans. on Knowledge and Data Engineering, vol. 1, no. 1, pp. 9-16, March 1989.
- BC29
- Web Intelligence Meets Brain Informatics
(full text in PDF)
N. Zhong, J. Liu, Y. Yao, J. Wu, S. Lu, Y. Qin, K. Li, and B. W. Wah,
Web Intelligence Meets Brain Informatics,
ed. Z. Zhong, J. Liu, Y. Yao, J. Wu, S. Lu, and K. Li, LNAI 4845 State of the Art Survey, Springer, 2008, pp. 1-31.
- C061
- Knowledge Engineering: The Design of Intelligent Computers,
(full text in PDF)
B. W. Wah,
Proc. Region 10 Conf. on Computer and Communication Systems, pp. 5-11, IEEE, Hong Kong, Sept. 1990.
- K03
- Intelligent Computers: From Knowledge Engineering to Architectures,
B. W. Wah,
Keynote Address, IEEE Region 10 Conf. on Computer and Communication Systems, Hong Kong, Sept. 24-27, 1990.
Search and Optimization
- C107
- Algorithms for the Satisfiability (SAT) Problem: A Survey,
(abstract, full text in
PostScript and
PDF)
J. Gu, P. W. Purdom, J. Franco, and B. W. Wah,
Satisfiability Problem: Theory and Applications, Ed: Ding-Zhu Du, Jun Gu, and Panos Pardalos,
DIMACS Series in Discrete Mathematics and Theoretical Computer Science,
American Mathematical Society, 1997, pp. 19-152.
Also as BC24 in Handbook of Applied Optimization, ed. P. M. Pardalos and M. G. C. Resende,
Oxford Univ. Press, 2002, pp. 640-660.
Strategy-Learning Architectures
- J59
- Strategy Learning: A Survey of Problems, Methods, and Architectures,
(abstract, full text in
PostScript and
PDF)
P. Mehra and B. W. Wah
Int'l Journal of Tools with Artificial Intelligence,
World Scientific, vol. 7, no. 4, Dec. 1998, pp. 487-550.
- BC14
- Architectures for Strategy Learning,
(full text in PDF)
P. Mehra and B. W. Wah,
in Computer Architectures for Artificial Intelligence Applications,
ed. B. Wah and C. Ramamoorthy, pp. 395-468, Wiley, New York, NY, 1990.
- C097
- Parallel Processing and Machine Learning (Plenary Address),
(abstract, full text in
PostScript and
PDF)
B. W. Wah
Proc. Symposium on Intelligent Systems in Communications and Power,
U. of Peurto Rico, Mayaguez, PR, pp. 238-244, Feb. 22-23, 1994.
- C074
- Are Neural Networks a Tool for AI?,
(full text in PDF)
J.G. Delgado-Frias, D. Hammerstron, C Koutsougeras,
G. Pechanek, and B. W. Wah,
Proc. 3rd Int'l Conf. on Tools for AI, pp. 5-6, IEEE,
San Jose, CA, Nov, 1991.
Architectures for AI Applications
- J46
- Report on Workshop on High Performance Computing and Communications for
Grand Challenge Applications: Computer Vision,
(abstract, full text in
PostScript and
PDF)
B. W. Wah, T. S. Huang, A. K. Joshi, D. Moldovan, J. Aloimonos,
R. K. Bajcsy, D. Ballard, D. DeGroot, K. DeJong, C. R. Dyer,
S. E. Fahlman, R. Grishman, L. Hirschman, R. E. Korf, S. E.
Levinson, D. P. Miranker, N. H. Morgan, S. Nirenburg, T. Poggio,
E. M. Riseman, C. Stanfill, S. J. Stolfo, S. L. Tanimoto
Speech and Natural Language Processing, and Artificial Intelligence,''
IEEE Trans. on Knowledge and Data Engineering, vol. 5, no. 1, Feb. 1993, pp. 138-154;
Also published as Tech. Rep. CRHC-92-26, Center for Reliable and High Performance
Computing, Coordinated Science Laboratory, Univ. of Illinois, Urbana, IL, Nov. 1992.
- J29
- Computers for Symbolic Processing,
(full text in PDF)
B. W. Wah, M. B. Lowrie, and G.-J. Li,
Proceedings of the IEEE, vol. 77, no. 4, pp. 509-540, April 1989.
Also in Architectures for Data/Knowledge Base Systems, ed. L. L. Miller,
S. H. Pakzad, and A. R. Hurson, IEEE Computer Society Press, 1994.
- J27
- A Survey on the Design of Multiprocessing Systems for Artificial Intelligence Applications,
(full text in PDF)
B. W. Wah and G. J. Li,
IEEE Trans. on Systems, Man, and Cybernetics, vol. 19, no. 4, IEEE, July 1989, pp. 667-692.
- C050
- Supercomputers for Symbolic Processing,
(full text in PDF)
B. W. Wah, M. B. Lowrie, and G.-J. Li,
Proc. 3rd Int'l Conf. on Supercomputing, vol. 1, pp. 484-493, Boston, MA, May 1988.
- C043
- Design Methodologies of Computers for Artificial Intelligence Processing,
(full text in PDF)
B. W. Wah,
Proc. Third Int'l Conf. on Data Engineering, pp. 293-294, IEEE, Los Angeles, CA, Feb. 1987.
Also in Proc. Second Int'l Conf. on Supercomputing, May 1987, pp. 494-495.
- C035
- A Survey on Special Purpose Computer Architectures for Artificial Intelligence,
(full text in PDF)
B. W. Wah and G. J. Li,
SIGART Newsletter, pp. 28-46, ACM, April 1986.
- BC13
- Computers for Symbolic Processing,
(full text in PDF)
B. W. Wah, G.-J. Li, and M. Lowrie,
in Computer Architectures for Artificial Intelligence Applications,
ed. B. Wah and C. Ramamoorthy, pp. 1-73, Wiley, New York, NY, 1990.
- C093
- Grand Challenge AI Applications,
(abstract,
full text in PDF)
H. Kitan, W. V. Hahn, L. Hunter, R. Oka, B. W. Wah, and T. Yokoi,
Proc. 13th Int'l Joint Conf. on Artificial Intelligence,
Morgan Kuafman Pub., Inc., San Mateo, CA, Aug 1993, pp. 1677-1683.
- BE03
- Artificial Neural Networks: Concepts and Theory,
(full text in PDF)
P. Mehra and B. W. Wah (ed.),
IEEE Computer Society Press, ISBN 0-8186-8997-8, Los Alamitos, CA, 1992.
- BE02
- Computer Architectures for Artificial Intelligence Applications,
(full text in PDF)
B. W. Wah and C. V. Ramamoorthy (ed.),
Wiley, New York, NY, 1990.
- BE01
- Tutorial on Computers for Artificial Intelligence Applications,
(full text in PDF)
B. W. Wah and G.-J. Li (ed.),
IEEE Computer Society Press, May 1986.
- BC09
- Design Issues of Multiprocessor Systems for Artificial Intelligence Applications,
(full text in PDF)
B. W. Wah and G.-J. Li,
in Scientific Supercomputers and Artificial Intelligence Machines,
ed. K. Hwang and D. DeGroot, pp. 107-165, McGraw-Hill, 1989.
- BC06
- A Survey of Special Purpose Architectures for Artificial Intelligence,
(full text in PDF)
B. W. Wah and G.-J. Li,
in Parallel Computation and Computers for Artificial Intelligence,
ed. J. S. Kowalik, pp. 263-291, Kluwer, 1987.
- J17
- Guest Editor's Introduction: New Computers for Artificial Intelligence Processing,
(full text in PDF)
B. W. Wah,
IEEE Computer, vol. 20, no. 1, pp. 10-15, Jan. 1987.
- K02
- Parallel AI: Status and Issues,
B. W. Wah,
Plenary Address: Embedded AI Language Workshop, Univ. of Michigan, Ann Arbor, MI, Nov. 16, 1988.
- K01
- Parallel Processing and Artificial Intelligence Processing: Can They be Married?
B. W. Wah,
Keynote Address, Annual Workshop, Center for Computer Applications and Software Engineering, Syracuse Univ.,
Syracuse, NY, Jan. 29, 1987.
Processor Arrays
- BC08
- Systematic Approaches to the Design of Algorithmically Specified Systolic Arrays,
(full text in PDF)
J. A. B. Fortes, K. S. Fu, and B. W. Wah,
in Computer Architecture: Concepts and Systems, ed. V. M. Milutinovic, pp. 454-494, Elsevier, 1988.
- J18
- Guest-Editors' Introduction: Systolic Arrays: From Concepts to Implementation,
(full text in PDF)
J. A. B. Fortes and B. W. Wah,
IEEE Computer, vol. 20, no. 7, pp. 12-17, July 1987.
Also in Tutorial: VLSI Algorithms and Architectures: Fundamentals,
ed. N. Ranganathan, IEEE Computer Society Press, 1993.
- J19
- Systolic Arrays: A Survey of Seven Projects,
(full text in PDF)
J. A. B. Fortes and B. W. Wah,
IEEE Computer, vol. 20, no. 7, pp. 91-103, IEEE, July 1987.
Also in Selected Reprints from Computer Society Magazines, IEEE, 1987
(a publication for promotion to new subscribers of the IEEE Computer Society).
- C028
- Systematic Approaches to the Design of Algorithmically Specified Systolic Arrays,
(full text in PDF)
J. A. B. Fortes, K. S. Fu, and B. W. Wah,
Proc. Int'l Conf. on Acoustic, Speech, and Signal Processing, pp. 300-303, IEEE, March 1985.
High Performance Computing Systems
- J45
- Report of the Purdue Workshop on Grand Challenges in Computer
Architecture for the Support of High Performance Computing,
(full text in PDF)
H. J. Siegel, S. Abraham, W. L Bain, K. E. Batcher, T. L
Casavant, D. DeGroot, J. B. Dennis, D. C. Douglas, T.
Feng, J. R. Goodman, A. Huang, H. F. Jordan, J. R. Jump,
Y. N. Patt, A. J. Smith, J. E. Smith, L. Snyder, H. S.
Stone, R. Tuck, and B. W. Wah,
J. of Parallel and Distributed Computing, vol. 14, no. 10, pp. 199-211, Academic Press, Nov. 1992.
- C082
- Summary of the Report of the NSF-Sponsored Purdue Workshop on Grand Challenges in
Computer Architecture for the Support of High Performance Computing,
(full text in PDF)
H. J. Siegel, S. Abraham, W. L Bain, K. E. Batcher, T. L
Casavant, D. DeGroot, J. B. Dennis, D. C. Douglas, T.
Feng, J. R. Goodman, A. Huang, H. F. Jordan, J. R. Jump,
Y. N. Patt, A. J. Smith, J. E. Smith, L. Snyder, H. S.
Stone, R. Tuck, and B. W. Wah,
Proc. of Frontiers'92: The Fourth Symposium on the Frontiers of Massively Parallel Computation,
IEEE/NASA, Oct. 1992.
- BC01
- Distributed Computer Systems: A Design Methodology and its Applications to the
Design of Distributed Databases,
(full text in PDF)
C. V. Ramamoorthy, G. S. Ho, B. W. Wah,
Infotech State of the Art Report on Distributed Computer Systems,
Infotech, 1979.
Scheduling Algorithms
- J38
- Computer Scheduling Algorithms: Past, Present, and Future,
(abstract, full text in
PostScript and
PDF)
K. Baumgartner and B. W. Wah,
Information Sciences, vol. 57 & 58, pp. 319-345,
Elsevier Science Pub. Co., Inc., New York, NY, Sept.-Dec. 1991.
- C065
- Computer Scheduling Algorithms: Past Present, and Future,
(full text in PDF)
K. M. Baumgartner and B. W. Wah,
Proc. First Workshop on Parallel Processing, pp. 170-183,
National Tsing Hua Univ., Hsinchu, Taiwan, Dec. 20-21, 1990.
Big Data and Data Mining
- J104
- Using Kernels to Harness The Complexity of Big Data Applications,
(abstract, full text in PDF,
journal page at DOI)
B. W. Wah,
Int'l J. on Artificial Intelligence Tools, vol. 31, no. 3, Article Number: 2241006, World Scientific, 2022, pp. 1-11.
![](Images/new.gif)
- J96
- Significance and Challenges of Big Data Research,
(abstract, full text in PDF)
X. Jin, B. W. Wah, X. Cheng, and Y. Wang,
Big Data Research, vol. 2, Elsevier, 2015, pp. 59-64.
(Top Cited Certificate)
- J77
- Data Mining: How Research Meets Practical Development,
full text in PostScript and
PDF)
X. D. Wu, P. S. Yu, G. Piatetsky-Shapiro, N. Cercone, T. Y. Lin, R. Kotagiri, and B. W. Wah,
Knowledge and Information Systems: An International Journal,
Springer-Verlag, vol. 5, no. 2, April 2003, pp. 248-261.
Multimedia e-Learning
- J94
- Recent development in multimedia e-learning technologies,
(abstract, full text in PDF)
R. W. H. Lau, N. Y. Yen, F. Li, B. W. Wah,
World Wide Web, vol 17, no. 2, Springer, pp. 189-198.
- J97
- Advances in Ubiquitious Media Technologies and Applications,
(full text in PDF)
R. W. H. Lau, R. Klamma, S.-C. Chen, and B. W. Wah,
World Wide Web, vol 14, no. 2, Springer, pp. 217-222.
University Impact Studies
- J99
- Developing World-Class Research for Societal Impact,
(abstract, full text in PDF and
The Academic Executive Brief)
B. W. Wah, M. M. Y. Chang,
The Academic Executive Brief, vol 6, Elsevier, 2016.