publications

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Roy Chowdhury, S., Scoglio, C., & Hsu, W. H. (2010). Mitigation strategies for foot and mouth disease: a learning-based approach. International Journal of Artificial Life Research, to appear.

Guo, H. & Hsu, W. H. (2007). A machine learning approach to algorithm selection for NP-hard optimization problems: a case study on the MPE problem. Annals of Operations Research, Special Issue on Stochastic Search Algorithms, 156(1), 61-82. Download: PDF
Track: 8 citations (8 by others) | SpringerLink (formerly Kluwer)

Hsu, W. H. (2004). Genetic Wrappers for Feature Selection in Decision Tree Induction and Variable Ordering in Bayesian Network Structure Learning. Information Sciences, 163(1-3), 103-122.
Track: 35 citations (35 by others) | DBLP | Elsevier ScienceDirect

Hsu, W. H., Welge, M., Redman, T., & Clutter, D. (2002). High-Performance? Commercial Data Mining: A Multistrategy Machine Learning Application. Data Mining and Knowledge Discovery, 6(4), 361-391.
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Track: 10 citations (9 by others) | DBLP | SpringerLink (formerly Kluwer)

Hsu, W. H., Ray, S. R., & Wilkins, D. C. (2000). A Multistrategy Approach to Classifier Learning from Time Series. Machine Learning, 38(1-2), 213-236.
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Track: 12 citations (3 by others) | DBLP | SpringerLink (formerly Kluwer)

Ray, S. R. & Hsu, W. H. (1998). Self-Organized-Expert? Modular Network for Classification of Spatiotemporal Sequences. Intelligent Data Analysis, 2(4), 287-301.
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Track: 5 citations (1 by others) | DBLP | IOS | Elsevier ScienceDirect

Hsu, W. H. & Zwarico, A. E. (1995). Automatic Synthesis of Compression Techniques for Heterogeneous Files. Software: Practice and Experience, 25(10), 1097-1116.
Track: 12 citations (10 by others) | CiteSeer | DBLP | Wiley InterScience

Paradesi, M. S. R., Caragea, D., & Hsu, W. H. (2009). Incorporating Graph Features for Predicting Protein-Protein? Interactions. In Li, X.-L. & Ng, S.-K., eds., Biological Data Mining in Protein Interaction Network, to appear. Hershey, USA: IGI Global.
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Track: 0 citations (0 by others)

Hsu, W. H. (2009). Genetic Programming. In Wang, J., editor, Encyclopedia of Data Warehousing and Mining (Second Edition), volume I. Hershey, PA: IGI Global.
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Track: 2 citations (2 by others)

Hsu, W. H. (2009). Genetic Algorithms. In Wang, J., editor, Encyclopedia of Data Warehousing and Mining (Second Edition), volume I. Hershey, PA: IGI Global.
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Track: 0 citations (0 by others)

Hsu, W. H. (2003). Control of Inductive Bias in Supervised Learning using Evolutionary Computation: A Wrapper-Based? Approach. In Wang, J., editor, Data Mining: Opportunities and Challenges, pp. 27 - 54. Hershey, PA: IGI Publications.
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Track: 3 citations (1 by others)

2010

Volkova, S., Caragea, D., Hsu, W. H., Drouhard, J., & Fowles, L. (2010). Boosting Biomedical Entity Extraction by using Syntactic Patterns for Semantic Relation Discovery. Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2010), August 31 - September 3, 2010.
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Track: 1 citation (1 by others)
(Acceptance rate: 17%)

Weninger, T., Ramachandran, S., Greene, D., Hart, J., Kancherlapalli, A., Hsu, W. H. & Han, J. (2010). Speech-Assisted? Radiology System for Retrieval, Reporting and Annotation. Proceedings of the 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2010), Washington DC, July 25 - 28, 2010.
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Track: 0 citations (0 by others)

Elshamy, W., Caragea, D., & Hsu, W. H. (2010). KSU KDD: Word sense induction by clustering in topic space. Proceedings of the 5th International Workshop on Semantic Evaluation, ACL 2010, pp. 367-370, Uppsala, Sweden, July 15 - 16, 2010.
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Track: 1 citation (1 by others)

Roy Chowdhury, S., Scoglio, C., & Hsu, W. H. (2010). Simulative modeling to control the foot and mouth disease epidemic. Proceedings of the International Conference on Computational Science (ICCS 2010) Workshop 27: Frontiers in the Computational Modeling of Disease Spreading. Procedia Computer Science, 2010(1), pp. 2261 - 2270. Amsterdam, The Netherlands, May 31 - June 2, 2010.
Track: 2 citations (1 by others)
(Acceptance rate: 30%)

Volkova, S., & Hsu, W. H. (2010). Computational knowledge and information management in veterinary epidemiology. Proceedings of the 8th IEEE International Conference on Intelligence and Security Informatics (ISI 2010). Vancouver, BC, Canada. May 23-26, 2010.
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Track: 0 citations (0 by others)
(Acceptance rate: 29%)

Volkova, S., Caragea, D., Hsu, W., & Bujuru, S. (2010). Animal disease event recognition and classification. Proceedings of the First International Workshop on Web Science and Information Exchange in the Medical Web (MedEx 2010). Raleigh, NC, USA. April 30, 2010.
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Track: 4 citations (0 by others)

Weninger, T., Han, J., & Hsu, W. H. (2010). CETR - content extraction via tag ratios. In Proceedings of the 19th International World Wide Web Conference (WWW 2010). Raleigh, NC, USA, April 26 - 30, 2010.
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Track: 10 citations (8 by others)
(Acceptance rate: 14%)

2009

Xia, J., Caragea, D. and Hsu, W. (2009). Bi-relational network analysis using a fast random walk with restart. Proceedings of the IEEE International Conference on Data Mining (ICDM 2009). Miami, FL, USA. December 6-9, 2009.
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Track: 2 citations (2 by others)
(Acceptance rate: 18%)

Weninger, T., Greene, D., Hart, J., Hsu, W. H., & Ramachandran, S. (2009). Speech-assisted radiology system for retrieval, reporting and annotation, "Proceedings of the 22nd IEEE Conference on Computer Based Medical Systems (CBMS-2009)", Albuquerque, NM. August 2-4, 2009.
Track: 0 citations (0 by others)
(Acceptance rate: 54%)

Weninger, T., Howell, R. R., & Hsu, W. H. (2009). Graph drawing heuristics for path finding in large dimensionless graphs. Proceedings of the 2009 International Conference on Artificial Intelligence (ICAI 2009). July 13-16, 2009, Las Vegas, NV, USA.
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Track: 0 citations (0 by others) | DBLP
(Acceptance rate: 28%)

Xia, J., & Hsu, W. H. (2009). Protein protein interaction analysis using fast random walk. Proceedings of the 2009 International Conference on Artificial Intelligence (ICAI 2009). July 13-16, 2009, Las Vegas, NV, USA.
Track: 0 citations (0 by others) | DBLP
(Acceptance rate: 28%)

Caragea, D., Bahirwani, V., Aljandal, W., & Hsu, W. H. (2009). Ontology-based link prediction in the LiveJournal? social network. Proceedings of the 8th Symposium on Abstraction, Reformulation and Approximation (SARA 2009). July 7-10, 2009, Lake Arrowhead, CA, USA.
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Track: 8 citations (8 by others) | DBLP

Aljandal, W., Hsu, W. H., Bahirwani, V., & Caragea, D. (2009) Ontology-Aware? Classification and Association Rule Mining for Interest and Link prediction in Social Networks. Proceedings of the Association for the Advancement of Artificial Intelligence Spring Symposium on Social Semantic Web (AAAI SSW 2009), Stanford, CA, to appear.
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Track: 4 citations (3 by others)

Aljandal, W., Hsu, W. H., & Xia, J. (2009). Predicting Protein-Protein? Interactions using Numerical Associational Features. Proceedings of the IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB 2009). March 30 - April 2, 2009, Nashville, TN.
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Track: 1 citation (0 by others)

2008

Hsu, W. H., Weninger, T., & Paradesi, M. S. R. (2008). Predicting Links and Link Change in Friends Networks - Supervised Time Series Learning with Imbalanced Data, Proceedings of the 18th International Conference on Artificial Neural Networks in Engineering (ANNIE 2008). St. Louis, MO, Nov 9-12, 2008.
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Track: 5 citations (3 by others)

Weninger, T. & Hsu, W. H. (2008). Web Content Extraction Through Histogram Clustering. Proceedings of the 18th International Conference on Artificial Neural Networks in Engineering (ANNIE 2008). St. Louis, MO, Nov 9-12, 2008.
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Track: 1 citation (0 by others)

Aljandal, W., Hsu, W. H., Bahirwani, V., Caragea, D., & Weninger, T. (2008). Validation-Based? Normalization and Selection of Interestingness Measures for Association Rules. Proceedings of the 18th International Conference on Artificial Neural Networks in Engineering (ANNIE 2008). St. Louis, MO, Nov 9-12, 2008.
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Track: 8 citations (1 by others)

Weninger, T. & Hsu, W. H. Text Extraction from the Web via Text-To-Tag? Ratio, Proceedings of the 19th International Conference on Database and Expert Systems Applications (DEXA 2008) Workshop on Text-based Information Retrieval. Turin, Italy, Sept 1-5, 2008.
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Track: 18 citations (14 by others) | DBLP

Bahirwani, V., Caragea, D., Aljandal, W. & Hsu, W. H. (2008). Ontology Engineering and Feature Construction for Predicting Friendship Links in the Live Journal Social Network. Proceedings of the Second Workshop on Social Network Mining and Analysis, held in conjunction with the Association for Computing Machinery International Conference on Knowledge Discovery and Data Mining (SNA-KDD 2008). Las Vegas, NV, August 2008.
Track: 8 citations (6 by others)

2007

Paradesi, M. S. R., Caragea, D., & Hsu, W. H. (2007). Structural Prediction of Protein-Protein? Interactions in Saccharomyces cerevisiae. Proceedings of IEEE 7th International Symposium on BioInformatics? and BioEngineering, pp. 1270-1274, Boston, MA, October 2007.
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Track: 4 citations (2 by others) | DBLP

Hsu, W. H., Lancaster, J. P., Paradesi, M. S. R., & Weninger, T. (2007). Structural Link Analysis from User Profiles and Friends Networks: A Feature Construction Approach, Proceedings of International Conference on Weblogs and Social Media, pp. 75-80, Boulder, USA, March 2007.
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Track: 31 citations (25 by others)

2006

Paradesi, M. S. R., Wang, L., Brown, S. J., & Hsu, W. H. (2006). Mining Domain Association Rules From Protein-Protein? Interaction data, Intelligent Engineering Systems through Artificial Neural Networks, vol. 16, pp. 213-218, St. Louis, USA, November 2006.
Track: 3 citations (0 by others)

Hsu, W. H., King, A. L., Paradesi, M., Pydimarri, T., & Weninger, T. (2006). Collaborative and Structural Recommendation of Friends using Weblog-based Social Network Analysis. Computational Approaches to Analyzing Weblogs - Papers from the 2006 Spring Symposium, Nicolov, N., Salvetti, F., Liberman, M., & Martin, J. H., eds. pp. 24-31. AAAI Press Technical Report SS-06-03. Stanford, USA, March 2006.
Track: 38 citations (28 by others)

2005

Koduru, P., Hsu, W. H., Das, S., Welch, S. M., & Roe, J. L. (2005). Dynamic Systems Prediction using Temporal Artificial Neural Networks and Multi-objective Genetic Algorithm. Proceedings of the International Association of Science and Technology for Development (IASTED) Conference on Computational Intelligence, pp. 214-219. Calgary, CANADA, July 2005.
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Track: 0 citations (0 by others) | DBLP

Hsu, W. H. (2005). Relational Graphical Models for Collaborative Filtering and Recommendation of Computational Workflow Components. Working Notes of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI-2005), Workshop 20: Multi-Agent? Information Retrieval and Recommender Systems, pp. 18-22. Edinburgh, UK, July 31, 2005.
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Track: 2 citations (0 by others)

2004

Guo, H. & Hsu, W. H. (2004). A Learning-Based? Algorithm Selection Meta-Reasoner? for the Real-Time? MPE Problem. Proceedings of the Seventeenth Australian Joint Conference on Artificial Intelligence (AI 2004), pp. 307-318. Cairns, AUSTRALIA, December 4 - 6, 2004.
Track: 3 citations (3 by others) | DBLP

Guo, H., Bodhireddy, P., & Hsu, W. H. (2004). An ACO Algorithm for the Most Probable Explanation Problem. Proceedings of the Seventeenth Australian Joint Conference on Artificial Intelligence (AI 2004), pp. 778-790. Cairns, AUSTRALIA, December 4 - 6, 2004.
Track: 2 citations (2 by others) | DBLP

Harmon, S. J. , Rodríguez, E. , Zhong, C. A. & Hsu, W. H. (2004). Empirical Comparison of Incremental Learning Strategies for Genetic Programming-Based? Keep-Away? Soccer Agents. Proceedings of the AAAI 2004 Fall Symposium on Artificial Multi-Agent? Learning. Washington, USA, October 22 - 24, 2004.
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Track: 21 citations (21 by others) | Program

Hsu, W. H. & Joehanes, R. (2004). Permutation Genetic Algorithms for Score-Based? Bayesian Network Structure Learning. Proceedings of the International Conference on Computing, Communications and Control Technologies (CCCT-2004), Austin, TX.
Track: 0 citations (0 by others)

2002

Hsu, W. H. & Gustafson, S. M. (2002). Genetic Programming and Multi-Agent? Layered Learning by Reinforcements. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2002), pp. 764 - 771. New York, USA, July 9 - 13, 2002.
Track: 43 citations (39 by others) | CiteSeer | DBLP

Hsu, W. H. , Guo, H. , Perry, B. B. & Stilson, J. A. (2002). A Permutation Genetic Algorithm for Variable Ordering in Learning Bayesian Networks from Data. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2002), pp. 383 - 390. New York, USA, July 9 - 13, 2002.
Track: 25 citations (22 by others) | CiteSeer | DBLP

2001

Gustafson, S. M. & Hsu, W. H. (2001). Layered Learning in Genetic Programming for a Cooperative Robot Soccer Problem. Proceedings of the Fourth European Conference on Genetic Programming (EuroGP 2001), Springer LNCS 2038, pp. 291 - 301. Lake Como, ITALY, April 18-20, 2001.
Track: 51 citations (46 by others) | CiteSeer | DBLP | SpringerLink

1999

Hsu, W. H., Auvil, L. S., Pottenger, W. M., Tcheng, D., & Welge, M. (1999). Self-Organizing? Systems for Knowledge Discovery in Databases. Proceedings of the International Joint Conference on Neural Networks (IJCNN 1999). Washington, USA, July 1999.
Track: 5 citations (3 by others)

Hsu, W. H. & Ray, S. R. (1999). Construction of Recurrent Mixture Models for Time Series Classification. Proceedings of the International Joint Conference on Neural Networks (IJCNN-99). Washington, USA, July 1999.
Track: 7 citations (7 by others)

Hsu, W. H. Welge, M., Wu, J., & Yang, T. (1999). Genetic Algorithms for Selection and Partitioning of Attributes in Large-Scale? Data Mining Problems. Freitas, A. A. (ed.), Data Mining with Evolutionary Algorithms: Research Directions - Papers from the Joint AAAI-GECCO Workshop, pp. 1 - 7. AAAI Press Technical Report WS-99-06. Orlando, USA, July, 1999.
Track: 6 citations (4 by others) | AAAI

1998

Grois, E., Hsu, W. H., Voloshin, M., & Wilkins, D. C. (1998). Bayesian Network Models for Automatic Generation of Crisis Management Training Scenarios. Proceedings of the Tenth Innovative Applications of Artificial Intelligence Conference (IAAI 1998), pp. 1113-1120. Madison, USA, July, 1998.
Track: 12 citations (4 by others) | DBLP

Hsu, W. H., Gettings, N. D., Lease, V. E., Pan, Y., & Wilkins, D. C. (1998). Crisis Monitoring: Methods for Heterogeneous Time Series Learning. Proceedings of the International Workshop on Multistrategy Learning (MSL-98). Milan, ITALY, June, 1998.
Download: PDF Track: 1 citation (1 by others)

Hsu, W. H., Gettings, N. D., Lease, V. E., Pan, Y., & Wilkins, D. C. (1998). Heterogeneous Time Series Learning for Crisis Monitoring. Danyluk, A. , Fawcett, T. , & Provost, F. (eds.), Predicting the Future: AI Approaches to Time Series Problems - Papers from the Joint AAAI-ICML Workshop, pp. 34-41. AAAI Press Technical Report WS-98-07. Madison, USA, July, 1998.
Track: 3 citations (2 by others) | AAAI

Hsu, W. H. & Ray, S. R. (1998). A New Mixture Model for Concept Learning From Time Series (Extended Abstract). Danyluk, A. , Fawcett, T. , & Provost, F. (eds.), Predicting the Future: AI Approaches to Time Series Problems - Papers from the Joint AAAI-ICML Workshop, pp. 42-43. AAAI Press Technical Report WS-98-07. Madison, USA, July, 1998.
Track: 2 citations (0 by others) | AAAI

Hsu, W. H. & Ray, S. R. (1998). Quantitative Model Selection for Heterogeneous Time Series. In Engels, R. , Verdenius, F. , & Aha, D. (eds.), The Methodology of Applying Machine Learning - Papers from the Joint AAAI-ICML Workshop, pp. 8-12. AAAI Press Technical Report WS-98-26. Madison, USA, July, 1998.
Track: 1 citation (0 by others)

1997

Hsu, W. H. (1997). A Position Paper on Statistical Inference Techniques which Integrate Bayesian and Stochastic Neural Network Models. Proceedings of the International Conference on Neural Networks (ICNN 1997), pp. 1972-1977. Houston, USA, June, 1997.
Track: 3 citations (2 by others) | CiteSeer

1993

Delcher, A., Kasif, S., Goldberg, H., & Hsu, W. (1993). Probabilistic Prediction of Protein Secondary Structure Using Causal Networks. Proceedings of the Eleventh National Conference on Artificial Intelligence (AAAI 1993), pp. 316-321. Washington, USA, August, 1993.
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Track: 12 citations (7 by others) | DBLP

Delcher, A., Kasif, S., Goldberg, H., & Hsu, W. (1993). Protein Secondary Structure Modelling with Probabilistic Networks. Proceedings of the First International Conference on Intelligent Systems for Molecular Biology (ISMB 1993), pp. 109 - 117. Bethesda, USA, July, 1993.
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Track: 27 citations (25 by others) | CiteSeer | DBLP

2008

Emara, H. M., Elshamy, W., & Bahgat, A. (2008). Parameter Identification of Induction Motor Using Modified Particle Swarm Optimization Algorithm. In Proceedings of International Symposium on Industrial Electronics, 2008. ISIE 2008. IEEE, Cambridge, UK, June 30 - July 2, 2008.
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Track: 4 citations (4 by others)

2007

Elshamy, W., Emara, H. M., & Bahgat, A. (2007). Clubs-based Particle Swarm Optimization. In Proceedings of the 2007 IEEE Swarm Intelligence Symposium (SIS 2007), Hawaii, USA, April 1 - 5, 2007.
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Track: 12 citations (10 by others)

2002

Guo, H. & Hsu, W. H. (2002). A Survey of Algorithms for Real-Time? Bayesian Network Inference. In Working Notes of the Joint AAAI/UAI/KDD Workshop on Real-Time? Decision Support and Diagnosis Systems, National Conference on Artificial Intelligence (AAAI 2002), International Conference on Uncertainty in Artificial Intelligence (UAI 2002), and ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2002). Edmonton, CANADA, July 2002.
Track: 79 citations (77 by others) | CiteSeer

Guo, H., Perry, B. B., Stilson, J. A., & Hsu, W. H. (2002). A Genetic Algorithm for Tuning Variable Orderings in Bayesian Network Structure Learning (student abstract). In Proceedings of the National Conference on Artificial Intelligence (AAAI 2002), pp. 951 - 952. Edmonton, CANADA, July 28 - August 1, 2002.
Track: 8 citations (8 by others) | CiteSeer | DBLP

2000

Gustafson, S. M. & Hsu, W. H. (2000). Genetic Programming for Strategy Learning in Soccer-Playing? Agents: A KDD-Based Architecture. In Graduate Student Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2000), Las Vegas, USA, July, 2000.
Track: 1 citation (1 by others)

2009

Roy Chowdhury, S., Scoglio, C. & Hsu, W. H. (2009a). Evolution and Control Strategies of the Foot and Mouth Disease Epidemic on a Weighted Contact network. In Abstracts of the Second International Conference on Infectious Diseases Dynamics (Epidemics 2). December 2-4, 2009, Athens, Greece.
Track: 2 citations (0 by others)

Roy Chowdhury, S., Scoglio, C. & Hsu, W. H. (2009b). Temporal predictions on the virulence of H1N1? in the USA. In Abstracts of the Second International Conference on Infectious Diseases Dynamics (Epidemics 2). December 2-4, 2009, Athens, Greece.
Track: 0 citations (0 by others)

2006

Hsu, W. H., King, A. L., Paradesi, M. S. R., Pydimarri, T., & Weninger, T. (2006). Evolutionary Data Mining For Link Analysis: Preliminary Experiments on a Social Network Test Bed. In Late Breaking Papers of the Eighth Genetic and Evolutionary Computation Conference (GECCO 2006), Seattle, USA, July 2006.
Download: PDF Track: 0 citations (0 by others)

2005

Antolík, J. & Hsu, W. H. (2005). Evolutionary Tree Genetic Programming (poster abstract). In Proceedings of the Seventh International Genetic and Evolutionary Computation Conference (GECCO 2005), pp. 1789-1790. Washington, USA, June 25 - 29, 2005.
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Track: 2 citations (2 by others) | DBLP

2004

Hsu, W. H. (2004). Relational Graphical Models of Computational Workflows for Data Mining (poster abstract). In Bouzeghoub, M. , Goble, C. , Kashyap, V. & Spaccapietra, S. , eds. , Proceedings of the First International IFIP Conference on Semantics of a Networked World (ICNSW 2004): Semantics for Grid Databases, Springer LNCS 3226, pp. 309-310. Paris, FRANCE, June 2004.
Track: 2 citations (0 by others) | DBLP | SpringerLink

2003

Hsu, W. H., Boddhireddy, P., & Joehanes, R. (2003). Using Probabilistic Relational Models for Collaborative Filtering (extended abstract). In Working Notes of the International Joint Conference on Artificial Intelligence (IJCAI) Workshop on Statistical Learning of Relational Models (SLR), pp. 161 - 166. Acapulco, Mexico, August 2003.
Track: 2 citations (0 by others)

Hsu, W. H., Deng, Y., & Roe, J. L. (2003). A Software Toolkit for Learning Dynamic Graphical Models of Gene Regulatory Structure from Microarray Data (poster abstract). Presented at The International Conference on Intelligent Systems for Molecular Biology (ISMB-2003). Brisbane, Australia, 2003.
Track: 0 citations (0 by others)

Hsu, W. H., Boddhireddy, P., & Joehanes, R. DESCRIBER: Graphical Relational Models for Collaborative Filtering in Microarray Data Mining (poster abstract). Presented at The International Conference on Intelligent Systems for Molecular Biology (ISMB-2003). Brisbane, Australia, 2003.
Track: 0 citations (0 by others)

Guo, H. , & Hsu, W. H. (2003). GA-Hardness Revisited (poster paper). In Proceedings of the Fifth Genetic and Evolutionary Computation (GECCO 2003), p. 211. Chicago, IL, USA, July 12 - 16, 2003.
Track: 10 citations (10 by others) | DBLP

2002

Das, S., Gosavi, S. V., Vaze, S., & Hsu, W. H. (2002). An Ant Colony Algorithm for Steiner Trees: New Results. In Late Breaking Papers of the Fourth Genetic and Evolutionary Computation Conference (GECCO 2002), pp. 69 - 75. New York, USA, July 9 - 13, 2002.
Track: 0 citations (0 by others) | DBLP

Das, S., Gosavi, S. V., Vaze, S., & Hsu, W. H. (2002). An Ant Colony Approach for the Steiner Tree Problem (poster abstract). In Proceedings of the Fourth Genetic and Evolutionary Computation Conference (GECCO 2002), p. 135. New York, USA, July 9 - 13, 2002.
Track: 15 citations (13 by others) | DBLP

Hsu, W. H., Schmidt, C. P., & Louis, J. A. (2002). Genetic Algorithm Wrappers for Feature Subset Selection in Supervised Inductive Learning (poster abstract). In Proceedings of the Fourth Genetic and Evolutionary Computation Conference (GECCO 2002), p. 680. New York, USA, July 9 - 13, 2002.
Track: 0 citations (0 by others) | DBLP

2000

Hsu, W. H., Cheng, Y., Guo, H., & Gustafson, S. (2000). Genetic Algorithms for Reformulation of Large-Scale? KDD Problems with Many Irrelevant Attributes (poster abstract). In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2000), p. 1081. Las Vegas, USA, July 2000.
Track: 1 citation (0 by others) | DBLP

Hsu, W. H., Welge, M., Redman, T., & Clutter, D. (2000). Genetic Wrappers for Constructive Induction in High-Performance? Data Mining (poster abstract). In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2000), p. 765. Las Vegas, USA, July 2000.
Track: 3 citations (2 by others) | DBLP

1999

Hsu, W. H., Auvil, L. S., Redman, T., Tcheng, D., & Welge, M. (1999). High-Performance? Knowledge Discovery and Data Mining Systems Using Workstation Clusters (poster abstract). Presented at the National Conference on High Performance Networking and Computing (SC 1999), Portland, USA, November 13 - 19, 1999.
Track: 3 citations (3 by others)

Hsu, W. H., Welge, M., Wu, J., & Yang, T. (1999). Genetic Algorithms for Selection and Partitioning of Attributes in Large-Scale? Data Mining (poster abstract). In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), Orlando, USA, July, 1999.
Track: 6 citations (4 by others)

1997

Hsu, W. H. (1997). Probabilistic Learning in Bayesian and Stochastic Neural Networks (Doctoral Consortium Abstract). In Proceedings of the Fourteenth National Conference on Artificial Intelligence (AAAI 1997), p. 810. Providence, USA, July, 1997.
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Track: 0 citations (0 by others) | CiteSeer | DBLP

Hsu, W. H., Welge, M., Redman, T. & Clutter, D. (2000). High-Performance Commercial Data Mining: A Multistrategy Machine Learning Application. National Center for Supercomputing Applications Technical Report NCSA-ALG-2000-01. Automated Learning Group (ALG), National Center for Supercomputing Applications (NCSA), UIUC, 2000.
Track: 10 citations (9 by others)

Hsu, W. H. (1998). Time Series Learning with Probabilistic Network Composites. Ph.D. thesis, University of Illinois at Urbana-Champaign? (Technical Report UIUC-DCS-R2063). August, 1998.
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Track: 8 citations (1 by others)

Wilkins, D. C., Fagerlin, C., Hsu, W. H., Lin, E. T., & Kruse, D. (1996). Design of a Damage Control Simulator. Knowledge Based Systems Laboratory Technical Report UIUC-BI-KBS-96005. Beckman Institute, UIUC, 1996.
Track: 2 citations (0 by others)

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