| 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 | A Fast Algorithm for Density-Based Clustering in Large Database. Bo Zhou, David Wai-Lok Cheung, Ben Kao |
| 1999 | A Fast Clustering Process for Outliers and Remainder Clusters. Chih-Ming Su, Shian-Shyong Tseng, Mon-Fong Jiang, Joe C. S. Chen |
| 1999 | A Lazy Model-Based Algorithm for On-Line Classification. Gabor Melli |
| 1999 | A Minimal Causal Model Learner. Honghua Dai |
| 1999 | A Situated Information Articulation Neural Network: VSF Network. Yoshitsugu Kakemoto, Shinichi Nakasuka |
| 1999 | A Strong Relevant Logic Model of Epistemic Processes in Scientific Discovery (Extended Abstract). Jingde Cheng |
| 1999 | A Technique of Dynamic Feature Selection Using the Feature Group Mutual Information. Kee-Cheol Lee |
| 1999 | Accuracy Tuning on Combinatorial Neural Model. Hércules Antônio do Prado, Karla F. Machado, Sandra R. Frigeri, Paulo Martins Engel |
| 1999 | An Algorithm for Constrained Association Rule Mining in Semi-structured Data. Lisa Singh, Bin Chen, Rebecca Haight, Peter Scheuermann |
| 1999 | An Analysis of Quantitative Measures Associated with Rules. Yiyu Yao, Ning Zhong |
| 1999 | An Efficient Approach for Incremental Association Rule Mining. Pauray S. M. Tsai, Chih-Chong Lee, Arbee L. P. Chen |
| 1999 | An Efficient Space-Partitioning Based Algorithm for the K-Means Clustering. Khaled Alsabti, Sanjay Ranka, Vineet Singh |
| 1999 | An Improved Definition of Multidimensional Inter-transaction Association Rule. Aoying Zhou, Shuigeng Zhou, Wen Jin, Zengping Tian |
| 1999 | An Induction Algorithm Based on Fuzzy Logic Programming. Daisuke Shibata, Nobuhiro Inuzuka, Shohei Kato, Tohgoroh Matsui, Hidenori Itoh |
| 1999 | Association Rules in Incomplete Databases. Marzena Kryszkiewicz |
| 1999 | Automated Discovery of Plausible Rules Based on Rough Sets and Rough Inclusion. Shusaku Tsumoto |
| 1999 | Automatic Labeling of Self-Organizing Maps: Making a Treasure-Map Reveal Its Secrets. Andreas Rauber, Dieter Merkl |
| 1999 | BRRA: A Based Relevant Rectangles Algorithm for Mining Relationships in Databases. Sadok Ben Yahia, Ali Jaoua |
| 1999 | Basket Analysis for Graph Structured Data. Akihiro Inokuchi, Takashi Washio, Hiroshi Motoda, Kouhei Kumasawa, Naohide Arai |
| 1999 | Characterization of Default Knowledge in Ripple Down Rules Method. Takuya Wada, Tadashi Horiuchi, Hiroshi Motoda, Takashi Washio |
| 1999 | Classifying Unseen Cases with Many Missing Values. Zijian Zheng, Boon Toh Low |
| 1999 | Combining Forecasts from Multiple Textual Data Sources. Vincent Cho, Beat Wüthrich |
| 1999 | Computer Assisted Discovery of First Principle Equations from Numeric Data (Abstract). Hiroshi Motoda |
| 1999 | Convex Hulls in Concept Induction. Douglas A. Newlands, Geoffrey I. Webb |
| 1999 | DVIZ: A System for Visualizing Data Mining. Jianchao Han, Nick Cercone |
| 1999 | Data Mining - a Rough Set Perspective. Zdzislaw Pawlak |
| 1999 | Data Mining Techniques for Associations, Clustering and Classification. Charu C. Aggarwal, Philip S. Yu |
| 1999 | Data Mining: Granular Computing Approach. Tsau Young Lin |
| 1999 | Discernibility System in Rough Sets. Zongtian Liu, Zhipeng Xie |
| 1999 | Discovering Conceptual Differences among Different People via Diverse Structures. Tetsuya Yoshida, Teruyuki Kondo, Shogo Nishida |
| 1999 | Discovering Structure from Document Databases. Mon-Fong Jiang, Shian-Shyong Tseng, Chang-Jiun Tsai |
| 1999 | Discovery of Equations and the Shared Operational Semantics in Distributed Autonomous Databases. Zbigniew W. Ras, Jan M. Zytkow |
| 1999 | Discretization of Continuous Attributes for Learning Classification Rules. Aijun An, Nick Cercone |
| 1999 | Domain Knowledge Extracting in a Chinese Natural Language Interface to Databases: NChiql. Xiaofeng Meng, Yong Zhou, Shan Wang |
| 1999 | Efficient Graph-Based Algorithm for Discovering and Maintaining Knowledge in Large Databases. K. L. Lee, Guanling Lee, Arbee L. P. Chen |
| 1999 | Efficient Search of Reliable Exceptions. Huan Liu, Hongjun Lu, Ling Feng, Farhad Hussain |
| 1999 | Event Mining with Event Processing Networks. Louis Perrochon, Walter Mann, Stephane Kasriel, David C. Luckham |
| 1999 | Evolutionary Hot Spots Data Mining - An Architecture for Exploring for Interesting Discoveries. Graham J. Williams |
| 1999 | Extending the Applicability of Association Rules. Karthick Rajamani, Sam Yuan Sung, Alan L. Cox |
| 1999 | H-Rule Mining in Heterogeneous Databases. Yuping Yang, Mukesh Singhal |
| 1999 | Heuristic for Ranking the Interestigness of Discovered Knowledge. Robert J. Hilderman, Howard J. Hamilton |
| 1999 | Improving the Performance of Boosting for Naive Bayesian Classification. Kai Ming Ting, Zijian Zheng |
| 1999 | Incremental Discovering Association Rules: A Concept Lattice Approach. Keyun Hu, Yuchang Lu, Chunyi Shi |
| 1999 | Incremental Mining of Schema for Semistructured Data. Aoying Zhou, Wen Jin, Shuigeng Zhou, Zengping Tian |
| 1999 | Induction as Pre-processing. Xindong Wu |
| 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 | KDD as an Enterprise IT Tool: Reality and Agenda (Abstract). Won Kim |
| 1999 | Knowledge Discovery in SportsFinder: An Agent to Extract Sports Results from the Web. Hongen Lu, Leon Sterling, Alex Wyatt |
| 1999 | LGen - A Lattice-Based Candidate Set Generation Algorithm for I/O Efficient Association Rule Mining. Chi Lap Yip, K. K. Loo, Ben Kao, David Wai-Lok Cheung, C. K. Cheng |
| 1999 | Methodologies for Knowledge Discovery and Data Mining, Third Pacific-Asia Conference, PAKDD-99, Beijing, China, April 26-28, 1999, Proceedings Ning Zhong, Lizhu Zhou |
| 1999 | Mining Association Rules on Related Numeric Attributes. Xiaoyong Du, Zhibin Liu, Naohiro Ishii |
| 1999 | Mining Classification Knowledge Based on Cloud Models. Jianhua Fan, Deyi Li |
| 1999 | Mining Functional Dependency Rule of Relational Database. Xiaopeng Tao, Ning Wang, Shuigeng Zhou, Aoying Zhou, Yunfa Hu |
| 1999 | Neural Method for Detection of Complex Patterns in Databases. Chao Deng, Fanlun Xiong |
| 1999 | Neural Network Based Classifers for a Vast Amount of Data. Ling Zhang, Bo Zhang |
| 1999 | On Information-Theoretic Measures of Attribute Importance. Yiyu Yao, S. K. Michael Wong, Cory J. Butz |
| 1999 | Optimising the Distance Metric in the Nearest Neighbour Algorithm on a Real-World Patient Classification Problem. Hongxing He, Simon Hawkins |
| 1999 | Ordered Estimation of Missing Values. Oscar Ortega Lobo, Masayuki Numao |
| 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 | Prediction Rule Discovery Based on Dynamic Bias Selection. Einoshin Suzuki, Toru Ohno |
| 1999 | Preserve Discovered Linguistic Patterns Valid in Volatility Data Environment. Xuemei Shi, Man-chung Chan, Deyi Li |
| 1999 | Probing Knowledge in Distributed Data Mining. Yike Guo, Janjao Sutiwaraphun |
| 1999 | Robust Clustering of Large Geo-referenced Data Sets. Vladimir Estivill-Castro, Michael E. Houle |
| 1999 | Rule Discovery in Databases with Missing Values Based on Rough Set Model. Shusaku Tsumoto |
| 1999 | Rule Extraction from Prediction Models. Hiroshi Tsukimoto |
| 1999 | Stochastic Attribute Selection Committees with Aultiple Boosting: Learning More Accurate and More Stable Classifer Committees. Zijian Zheng, Geoffrey I. Webb |
| 1999 | Study of a Mixed Similarity Measure for Classification and Clustering. Tu Bao Ho, Ngoc Binh Nguyen, Takafumi Morita |
| 1999 | Sustainability Knowledge Mining from Human Development Database. Xuefei Wang, Rusong Wang, Jue Wang |
| 1999 | The Data-Mining and the Technology af Agents to Fight the Illicit Electronic Messages. Djamel A. Zighed, Myriam Côté, Nader Troudi |
| 1999 | The Evolution of Causal Models: A Comparison of Bayesian Metrics and Structure Priors. Julian R. Neil, Kevin B. Korb |
| 1999 | Time-Series Prediction with Cloud Models in DMKD. Rong Jiang, Deyi Li, Hui Chen |
| 1999 | Visually Aided Exploration of Interesting Association Rules. Bing Liu, Wynne Hsu, Ke Wang, Shu Chen |