BI Technical Report

  • BI-17-001: B.-H. Kim and B.-T. Zhang, Deep Learning Approaches to AI: Introduction, January 2017. [PDF]

  • BI-03-001: Yi, S.-J. and Zhang, B.-T., Paramter Control of Evolutionary Algorithms Using Reinforcement Learning, February 2003.

  • BI-02-005: Zhang, B.-T, Hwang, K.-B., Chang, J.-H., and Augh, S.-J., Ensemble of Bayesian Networks for Gene Expression-based Classification of Cancers, June 2002.

  • BI-02-004: Yang, Jinsan and Zhang, B.-T., Learning Nonlinear Topographic Mapping in the Mixtures of Latent Variable Models by Exploring the Latent Space, March 2002.

  • BI-02-003: Shin, S.-Y., Kim, D.-M., Lee, I.-H., and Zhang, B.-T., Multiobjective Evolutionary Algorithms to Design Error-Preventing DNA Sequences, March 2002.

  • BI-02-002: Park, S.-B. and Zhang, B.-T., A Hybrid of Rule-based Method and Memory-based Learning for Chunking Korean Text, February 2002.

  • BI-02-001: Park, S.-B. and Zhang, B.-T., Large Scale Unstructured Document Classification Using Unlabeled Data and Syntactic Information, January 2002.

  • BI-01-001: Cho, D.-Y. and Zhang, B.-T., Mixtures of Factor Analyzers for Distribution Estimation in Evolutionary Optimization, December 2001.

  • SCAI-00-001: Shin, H.-J., Chang, J.-H., Yang, J.-S., Zhang, B.-T., and Augh, S.-J., Probabilistic Models for Clustering Cell Cycle-Regulated Genes in the Yeast, December 2000.

  • SCAI-99-031: Zhang, B.-T., A Probabilistic model for co-evolutionary emergence of collective intelligence, 1999.
  • SCAI-99-030: Zhang, B.-T., Bayesian Methods for Efficient Genetic Programming, May 1999.
  • SCAI-99-029: Kim, S.-J. and B.-T. Zhang, Combining Locally-Trained Neural Networks by Introducing a Reject Class, May 1999.
  • SCAI-99-028: Zhang, B.-T. and Joung, J.-G., Time Series Prediction Using Committee Machines of Evolutionary Neural Trees, March 1999.
  • SCAI-99-027: Kim, J.-J. and Zhang, B.-T., Effects of Selection Schemes in Genetic Programming for Time Series Prediction, March 1999.
  • SCAI-99-026: Zhang, B.-T., A Bayesian Framework for Evolutionary Computation, February 1999.
  • SCAI-99-025: Zhang, B.-T. and Joung, J.-G., Genetic Programming with Incremental Data Inheritance, January 1999.
  • SCAI-99-024: Shin, S.-Y., Zhang, B.-T., and Jun, S.-S., Solving Traveling Salesman Problems Using Molecular Programming, January 1999.
  • SCAI-99-023: Oh, J.-M., Natural Language Text Retrieval Using Neural Networks, Master's Thesis, January 1999.
  • SCAI-99-022: Hwang, K.-B., Bayesian Network-Based Translation of Japanese Particles in Japanese-to-Korean Machine Translation, Master's Thesis, January 1999.
  •   SCAI-99-021: Shin, D.H. and Zhang, B.T., A Two-Stage Retrieval Model for the TREC-7 Ad Hoc Task, January 1999.
  •   SCAI-99-020: Seo, Y.W., Lee, J.W., and Zhang, B.T., Personalizing Web-Information Retrieval Using Reinforcement Learning of User Interests, January 1999.
  • SCAI-98-021: Kim, S.-D., Zhang, B.-T., and Kim, Y.-T., Maximum entropy models for intra-sentence segmentation,  1998.
  • SCAI-98-020: Zhang, B.-T. and Joung, J.-G., Efficient model induction by a Bayesian evolutionary algorithm with incremental data inheritance,1998.
  • SCAI-98-019: Kim, S.D., Zhang, B.T., and Kim, Y.T., Maximum Entropy Models for Intra-Sentence Segmentation, December 1998.
  • SCAI-98-018: Zhang, B.T. and Kim, J.J., Comparison of Selection Methods for Evolutionary Optimization, November 1998.
  • SCAI-98-017: Zhang, B.T. and Joung, J.G., Efficient Model Induction by a Bayesian Evolutionary Algorithm with Incremental Data Inheritance, August 1998.
  • SCAI-98-016: Zhang, B.T., Artificial Intelligence: Past, Present, and Future, August 1998. (in Korean)
  • SCAI-98-015: Zhang, B.T. and Cho, D.Y., Genetic Programming with Active Data Selection, July 1998.
  • SCAI-98-014: Kim, J.J. and Zhang, B.T., Comparison of Selection Schemes for Machine Layout Design, July 1998.
  • SCAI-98-013: Park, S.B., Zhang, B.T., and Kim, Y.T., Decision Tree Learning Based Disambiguation of Semantic Roles for Adverbial Postpositions in Korean, July 1998. (in Korean)
  •   SCAI-98-012: Zhang, B.T. and Cho, D.Y., Coevolutionary Fitness Switching: Learning Complex Collective Behaviors Using Genetic Programming, June 1998.
  •   SCAI-98-011: Kim, S.J. and Zhang, B.T., Active Data Partitioning for Building Mixture Models, May 1998.
  •   SCAI-98-010: Zhang, B.T., A Framework for Machine Learning Research, April 1998. (in Korean)
  •   SCAI-98-009: Cho, D.Y. and Zhang, B.T., Learning Robot-Soccer Cooperation Strategies Using Genetic Programming, March 1998.
  •   SCAI-98-008: Zhang, B.T. and Shin, S.Y., Code Optimization for DNA Computing of Maximal Cliques, March 1998.
  •   SCAI-98-007: Zhang, B.T. and Joung, J.G., Genetic Programming with Training Example Inheritance, February 1998.
  •   SCAI-98-006: Zhang, B.T. and Cho, D.Y., Fitness Switching: Evolving Complex Group Behaviors Using Genetic Programming, January 1998.
  •   SCAI-98-005: Zhang, B.T. & Shin, S.Y., Molecular Algorithms for Efficient and Robust DNA Computing, January 1998.
  •   SCAI-97-004: Zhang, B.T., Evolutionary Intelligence: An Evolutionary Engineering Approach to Artificial Intelligence, October 1997.
  •   SCAI-97-003: Zhang, B.T., Active Learning Agents with Artificial Neural Brains, July 1997.
  •   SCAI-97-002: Zhang, B.T., Convergence and Generalization Properties of Active Learning Algorithms with Growing Neural Networks, April 1997.
  •   SCAI-97-001: Zhang, B.T. et al., Evolutionary Induction of Sparse Neural Trees, March 1997.
This page is maintained by Byoung-Hee Kim. Last update: April 2, 2012.