| 1999 | Learning from Inconsistent and Noisy Data: The AQ18 Approach. | Kenneth A. Kaufman, Ryszard S. Michalski |
| 1999 | Evolving in a Changing World. | Kenneth A. De Jong |
| 1999 | On Measures of Search Features. | Roger Johnson |
| 1999 | Genetic Algorithms in Constructive Induction. | Jacek Jelonek, Maciej Komosinski |
| 1999 | Fully Automatic Acquisition of Taxonomic Knowledge from Large Corpora of Texts: Limited Syntax Knowledge Representation System Based on Natural Language. | Lucja Iwanska, Naveen Mata, Kellyn Kruger |
| 1999 | Representing and Reasoning on Conceptual Queries Over Image Databases. | Mohand-Said Hacid, Christophe Rigotti |
| 1999 | Preterm Birth Risk Assessed by a New Method of Classifikation Using Selective Partial Matching. | Jerzy W. Grzymala-Busse, Linda K. Goodwin, Xiaohui Zhang |
| 1999 | On-Line Estimation of Matching Complexity in First Order Logic. | Attilio Giordana, Lorenza Saitta |
| 1999 | UIB-IK: A Computer System for Decision Trees Induction. | Gabriel Fiol-Roig |
| 1999 | Machine Learning for Intelligent Document Processing: The WISDOM System. | Floriana Esposito, Donato Malerba, Francesca A. Lisi |
| 1999 | The More We Learn the Less We Know? On Inductive Learning from Examples. | Piotr Ejdys, Grzegorz Gra |
| 1999 | Probabilistic Rough Induction: The GDT-RS Methodology and Algorithms. | Juzhen Dong, Ning Zhong, Setsuo Ohsuga |
| 1999 | Computing MPMA Updates Using Dijkstra's Semantics. | Patrick Doherty, Witold Lukaszewicz, Ewa Madalinska-Bugaj |
| 1999 | CINDI: A System for Cataloguing, Searching, and Annotating Electronic Documents in Digital Libraries. | Bipin C. Desai, Rajjan Shinghal, Nader Shayan, Youquan Zhou |
| 1999 | Towards a Theoretical Foundation for Cooperating Knowledge Based Systems. | S. Misbah Deen, C. A. Johnson |
| 1999 | On Discovering Functional Relationships When Observations Are Noisy: 2D Case. | Jan Cwik, Jacek Koronacki, Jan M. Zytkow |
| 1999 | A Class of Stratified Programs in Autoepistemic Logic of Knowledge and Belief. | Jianhua Chen |
| 1999 | A Data Structure for Subsumption-Based Tabling in Top-Drown Resolution Engines for Data-Intensive Logic Applications. | Jacques Calmet, Peter Kullmann |
| 1999 | Improving Backtrack Search for SAT by Means of Redundancy. | Laure Brisoux, ric Grgoire, Lakhdar Sais |
| 1999 | Experiments with Rough Sets Approach to Speech Recognition. | David Brindle, Wojciech Ziarko |
| 1999 | A Fuzzy Measure of Similarity for Instance-Based Learning. | Francisco Botana |
| 1999 | Phase Transitions in the Regular Random 3-SAT Problem. | Ramn Bjar, Felip Many |
| 1999 | Representing Document Content via an Object-Oriented Paradigm. | Roberto Basili, Massimo Di Nanni, Maria Teresa Pazienza |
| 1999 | Extending Description Logics with Generalized Quantifikation. | Antonio Badia |
| 1999 | High-Performance Data Mining on Networks of Workstations. | Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello |