| 2000 | Accelerated Backpropagation Learning: Extended Dynamic Parallel Tangent Optimization Algorithm. | Ali A. Ghorbani, Lila Bayat |
| 2000 | Towards an Automated Citation Classifier. | Mark Garzone, Robert E. Mercer |
| 2000 | A Recognition-Based Alternative to Discrimination-Based Multi-layer Perceptrons. | Todd Eavis, Nathalie Japkowicz |
| 2000 | Parsing to Meaning, Statistically. | Eugene Charniak |
| 2000 | A Comparison of Association Rule Discovery and Bayesian Network Causal Inference Algorithms to Discover Relationships in Discrete Data. | Jeff Bowes, Eric Neufeld, Jim E. Greer, John Cooke |
| 2000 | Expanding the Type Hierarchy with Nonlexical Concepts. | Caroline Barrire, Fred Popowich |
| 2000 | Using Noun Phrase Heads to Extract Document Keyphrases. | Ken Barker, Nadia Cornacchia |
| 2000 | Qualitative Descriptors and Action Perception. | Jean-Christophe Baillie, Jean-Gabriel Ganascia |
| 1998 | Learning English Syllabification Rules. | Jian Zhang, Howard J. Hamilton |
| 1998 | Temporally Invariant Junction Tree for Inference in Dynamic Bayesian Network. | Yang Xiang |
| 1998 | The Effect of Genetic Operator Probabilities and Selection Strategies on the Performance of a Genetic Algorithm. | Kay C. Wiese, Scott D. Goodwin |
| 1998 | Distance Constraint Arrays: A Model for Reasoning on Intervals with Qualitative and Quantitative Distances. | Steffen Staab, Udo Hahn |
| 1998 | Establishing Logical Connectivity between Query Keywords and Database Contents. | Dong-Guk Shin, Lung-Yung Chu |
| 1998 | Strings Clustering and Statistical Validation of Clusters. | Marc Sebban, Anne M. Landraud |
| 1998 | Predicate Invention from a Few Examples. | Riverson Rios, Stan Matwin |
| 1998 | Relational Concepts and the Fourier Transform: An Empirical Study. | Eduardo Prez, Larry A. Rendell |
| 1998 | Characterizing Tractable CSPs. | Wanlin Pang, Scott D. Goodwin |
| 1998 | The Impact of External Dependency in Genetic Programming Primitives. | Una-May O'Reilly |
| 1998 | Oracles and Assistants: Machine Learning Applied to Network Supervision. | Richard Nock, Babak Esfandiari |
| 1998 | Maintaining Genetic Diversity in Genetic Algorithms through Co-evolution. | Jason Morrison, Franz Oppacher |
| 1998 | An Object Indexing Methodology as Support to Object Recognition. | Guy W. Mineau, Mounsif Lahboub, Jean-Marie Beaulieu |
| 1998 | Finding Partitions for Learning Control of Dynamic Systems. | Michael McGarity |
| 1998 | A Hybrid Convergent Method for Learning Probabilistic Networks. | Jun Liu, Kuo-Chu Chang, Jing Zhou |
| 1998 | Grapheme Generation in Learning to Read English Words. | Charles X. Ling, Bei Zhang |
| 1998 | Fault Prediction in the Telephone Access Loop Using a Neural Network. | Bengt R. Knudsen |