| 1999 | A Data Pre-processing Method Using Association Rules of Attributes for Improving Decision Tree. | Masahiro Terabe, Osamu Katai, Tetsuo Sawaragi, Takashi Washio, Hiroshi Motoda |
| 1999 | Mining Functional Dependency Rule of Relational Database. | Xiaopeng Tao, Ning Wang, Shuigeng Zhou, Aoying Zhou, Yunfa Hu |
| 1999 | Prediction Rule Discovery Based on Dynamic Bias Selection. | Einoshin Suzuki, Toru Ohno |
| 1999 | A Fast Clustering Process for Outliers and Remainder Clusters. | Chih-Ming Su, Shian-Shyong Tseng, Mon-Fong Jiang, Joe C. S. Chen |
| 1999 | An Algorithm for Constrained Association Rule Mining in Semi-structured Data. | Lisa Singh, Bin Chen, Rebecca Haight, Peter Scheuermann |
| 1999 | Preserve Discovered Linguistic Patterns Valid in Volatility Data Environment. | Xuemei Shi, Man-chung Chan, Deyi Li |
| 1999 | An Induction Algorithm Based on Fuzzy Logic Programming. | Daisuke Shibata, Nobuhiro Inuzuka, Shohei Kato, Tohgoroh Matsui, Hidenori Itoh |
| 1999 | Automatic Labeling of Self-Organizing Maps: Making a Treasure-Map Reveal Its Secrets. | Andreas Rauber, Dieter Merkl |
| 1999 | Discovery of Equations and the Shared Operational Semantics in Distributed Autonomous Databases. | Zbigniew W. Ras, Jan M. Zytkow |
| 1999 | Extending the Applicability of Association Rules. | Karthick Rajamani, Sam Yuan Sung, Alan L. Cox |
| 1999 | Parallel SQL Based Association Rule Mining on Large Scale PC Cluster: Performance Comparison with Directly Coded C Implementation. | Iko Pramudiono, Takahiko Shintani, Takayuki Tamura, Masaru Kitsuregawa |
| 1999 | Accuracy Tuning on Combinatorial Neural Model. | Hrcules Antnio do Prado, Karla F. Machado, Sandra R. Frigeri, Paulo Martins Engel |
| 1999 | Event Mining with Event Processing Networks. | Louis Perrochon, Walter Mann, Stephane Kasriel, David C. Luckham |
| 1999 | Data Mining - a Rough Set Perspective. | Zdzislaw Pawlak |
| 1999 | Convex Hulls in Concept Induction. | Douglas A. Newlands, Geoffrey I. Webb |
| 1999 | The Evolution of Causal Models: A Comparison of Bayesian Metrics and Structure Priors. | Julian R. Neil, Kevin B. Korb |
| 1999 | Computer Assisted Discovery of First Principle Equations from Numeric Data (Abstract). | Hiroshi Motoda |
| 1999 | KD-FGS: A Knowledge Discovery System from Graph Data Using Formal Graph System. | Tetsuhiro Miyahara, Tomoyuki Uchida, Tetsuji Kuboyama, Tasuya Yamamoto, Kenichi Takahashi, Hiroaki Ueda |
| 1999 | Domain Knowledge Extracting in a Chinese Natural Language Interface to Databases: NChiql. | Xiaofeng Meng, Yong Zhou, Shan Wang |
| 1999 | A Lazy Model-Based Algorithm for On-Line Classification. | Gabor Melli |
| 1999 | Knowledge Discovery in SportsFinder: An Agent to Extract Sports Results from the Web. | Hongen Lu, Leon Sterling, Alex Wyatt |
| 1999 | Ordered Estimation of Missing Values. | Oscar Ortega Lobo, Masayuki Numao |
| 1999 | Efficient Search of Reliable Exceptions. | Huan Liu, Hongjun Lu, Ling Feng, Farhad Hussain |
| 1999 | Visually Aided Exploration of Interesting Association Rules. | Bing Liu, Wynne Hsu, Ke Wang, Shu Chen |
| 1999 | Data Mining: Granular Computing Approach. | Tsau Young Lin |