| 1998 | A Belief-Driven Method for Discovering Unexpected Patterns. Balaji Padmanabhan, Alexander Tuzhilin |
| 1998 | A Data Mining Support Environment and its Application on Insurance Data. Martin Staudt, Jörg-Uwe Kietz, Ulrich Reimer |
| 1998 | A Fast Computer Intrusion Detection Algorithm Based on Hypothesis Testing of Command Transition Probabilities. William DuMouchel, Matthias Schonlau |
| 1998 | A Robust System Architecture for Mining Semi-Structured Data. Lisa Singh, Bin Chen, Rebecca Haight, Peter Scheuermann, Kiyoko Aoki |
| 1998 | ADtrees for Fast Counting and for Fast Learning of Association Rules. Brigham S. Anderson, Andrew W. Moore |
| 1998 | Active Templates: Comprehensive Support for the Knowledge Discovery Process. Randy Kerber, Hal Beck, Tej Anand, Bill Smart |
| 1998 | Aggregation of Imprecise and Uncertain Information for Knowledge Discovery in Databases. Sally I. McClean, Bryan W. Scotney, Mary Shapcott |
| 1998 | Algorithms for Characterization and Trend Detection in Spatial Databases. Martin Ester, Alexander Frommelt, Hans-Peter Kriegel, Jörg Sander |
| 1998 | An Efficient Approach to Clustering in Large Multimedia Databases with Noise. Alexander Hinneburg, Daniel A. Keim |
| 1998 | An Enhanced Representation of Time Series Which Allows Fast and Accurate Classification, Clustering and Relevance Feedback. Eamonn J. Keogh, Michael J. Pazzani |
| 1998 | Analysing Rock Samples for the Mars Lander. Jonathan J. Oliver, Ted Roush, Paul Gazis, Wray L. Buntine, Rohan A. Baxter, Steven R. Waterhouse |
| 1998 | Approaches to Online Learning and Concept Drift for User Identification in Computer Security. Terran Lane, Carla E. Brodley |
| 1998 | BAYDA: Software for Bayesian Classification and Feature Selection. Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri |
| 1998 | Blurring the Distinction between Command and Data in Scientific KDD. John V. Carlis, Elizabeth Shoop, Scott Krieger |
| 1998 | CLOUDS: A Decision Tree Classifier for Large Datasets. Khaled Alsabti, Sanjay Ranka, Vineet Singh |
| 1998 | Coactive Learning for Distributed Data Mining. Dan L. Grecu, Lee A. Becker |
| 1998 | Coincidence Detection: A Fast Method for Discovering Higher-Order Correlations in Multidimensional Data. Evan W. Steeg, Derek A. Robinson, Ed Willis |
| 1998 | Comparing Massive High-Dimensional Data Sets. Theodore Johnson, Tamraparni Dasu |
| 1998 | Daily Prediction of Major Stock Indices from Textual WWW Data. Beat Wüthrich, D. Permunetilleke, Steven Leung, Vincent Cho, Jian Zhang, W. Lam |
| 1998 | Data Mining for Direct Marketing: Problems and Solutions. Charles X. Ling, Chenghui Li |
| 1998 | Data Reduction Based on Hyper Relations. Hui Wang, Ivo Düntsch, David A. Bell |
| 1998 | Defining Ramesh Subramonian |
| 1998 | Defining the Goals to Optimise Data Mining Performance. Mark G. Kelly, David J. Hand, Niall M. Adams |
| 1998 | Direct Marketing Response Models Using Genetic Algorithms. Siddhartha Bhattacharyya |
| 1998 | Discovering Predictive Association Rules. Nimrod Megiddo, Ramakrishnan Srikant |
| 1998 | Discovering Technical Traders in the T-bond Futures Market. Andreas S. Weigend, Fei Chen, Stephen Figlewski, Steven R. Waterhouse |
| 1998 | Evaluating Usefulness for Dynamic Classification. Gholamreza Nakhaeizadeh, Charles C. Taylor, Carsten Lanquillon |
| 1998 | Fast Computation of 2-Dimensional Depth Contours. Theodore Johnson, Ivy Kwok, Raymond T. Ng |
| 1998 | Finding Frequent Substructures in Chemical Compounds. Luc Dehaspe, Hannu Toivonen, Ross D. King |
| 1998 | FlexiMine - A Flexible Platform for KDD Research and Application Construction. Carmel Domshlak, D. Gershkovich, Ehud Gudes, N. Liusternik, Amnon Meisels, Tzachi Rosen, Solomon Eyal Shimony |
| 1998 | Giga-Mining. Corinna Cortes, Daryl Pregibon |
| 1998 | Group Bitmap Index: A Structure for Association Rules Retrieval. Tadeusz Morzy, Maciej Zakrzewicz |
| 1998 | Human Performance on Clustering Web Pages: A Preliminary Study. Sofus A. Macskassy, Arunava Banerjee, Brian D. Davison, Haym Hirsh |
| 1998 | Independence Diagrams: A Technique for Visual Data Mining. Stefan Berchtold, H. V. Jagadish, Kenneth A. Ross |
| 1998 | Initialization of Iterative Refinement Clustering Algorithms. Usama M. Fayyad, Cory Reina, Paul S. Bradley |
| 1998 | Integrating Classification and Association Rule Mining. Bing Liu, Wynne Hsu, Yiming Ma |
| 1998 | Interactive Interpretation of Kohonen Maps Applied to Curves. Anne Debregeas, Georges Hébrail |
| 1998 | Interestingness-Based Interval Merger for Numeric Association Rules. Ke Wang, Soon Hock William Tay, Bing Liu |
| 1998 | Interpretable Boosted Naïve Bayes Classification. Greg Ridgeway, David Madigan, Thomas Richardson, John O'Kane |
| 1998 | Joins that Generalize: Text Classification Using WHIRL. William W. Cohen, Haym Hirsh |
| 1998 | Knowledge Discovery and the Interface of Computing and Statistics. Arnold Goodman, John F. Elder IV |
| 1998 | Large Datasets Lead to Overly Complex Models: An Explanation and a Solution. Tim Oates, David D. Jensen |
| 1998 | Learning to Predict Rare Events in Event Sequences. Gary M. Weiss, Haym Hirsh |
| 1998 | Learning to Predict the Duration of an Automobile Trip. Simon Handley, Pat Langley, Folke A. Rauscher |
| 1998 | Memory Placement Techniques for Parallel Association Mining. Srinivasan Parthasarathy, Mohammed Javeed Zaki, Wei Li |
| 1998 | Methods for Linking and Mining Massive Heterogeneous Databases. José C. Pinheiro, Don X. Sun |
| 1998 | Mining Association Rules in Hypertext Databases. José Luís Cabral de Moura Borges, Mark Levene |
| 1998 | Mining Audit Data to Build Intrusion Detection Models. Wenke Lee, Salvatore J. Stolfo, Kui W. Mok |
| 1998 | Mining Databases with Different Schemas: Integrating Incompatible Classifiers. Andreas L. Prodromidis, Salvatore J. Stolfo |
| 1998 | Mining Generalized Association Rules and Sequential Patterns Using SQL Queries. Shiby Thomas, Sunita Sarawagi |
| 1998 | Mining Segment-Wise Periodic Patterns in Time-Related Databases. Jiawei Han, Wan Gong, Yiwen Yin |
| 1998 | Mining in the Presence of Selectivity Bias and its Application to Reject Inference. A. J. Feelders, Soong Chang, Geoffrey J. McLachlan |
| 1998 | Occam's Two Razors: The Sharp and the Blunt. Pedro M. Domingos |
| 1998 | On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases. Goetz Graefe, Usama M. Fayyad, Surajit Chaudhuri |
| 1998 | Online Generation of Profile Association Rules. Charu C. Aggarwal, Zheng Sun, Philip S. Yu |
| 1998 | Pattern Directed Mining of Sequence Data. Valery Guralnik, Duminda Wijesekera, Jaideep Srivastava |
| 1998 | PlanMine: Sequence Mining for Plan Failures. Mohammed Javeed Zaki, Neal Lesh, Mitsunori Ogihara |
| 1998 | Probabilistic Modeling for Information Retrieval with Unsupervised Training Data. Ernest P. Chan, Santiago Garcia, Salim Roukos |
| 1998 | Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), New York City, New York, USA, August 27-31, 1998 Rakesh Agrawal, Paul E. Stolorz, Gregory Piatetsky-Shapiro |
| 1998 | Ranking - Methods for Flexible Evaluation and Efficient Comparison of Classification Performance. Saharon Rosset |
| 1998 | Reinforcement Learning for Trading Systems and Portfolios. John E. Moody, Matthew Saffell |
| 1998 | Rule Discovery from Time Series. Gautam Das, King-Ip Lin, Heikki Mannila, Gopal Renganathan, Padhraic Smyth |
| 1998 | Scaling Clustering Algorithms to Large Databases. Paul S. Bradley, Usama M. Fayyad, Cory Reina |
| 1998 | Similarity of Attributes by External Probes. Gautam Das, Heikki Mannila, Pirjo Ronkainen |
| 1998 | Simultaneous Reliability Evaluation of Generality and Accuracy for Rule Discovery in Databases. Einoshin Suzuki |
| 1998 | Targeting Business Users with Decision Table Classifiers. Ron Kohavi, Dan Sommerfield |
| 1998 | Time Series Forecasting from High-Dimensional Data with Multiple Adaptive Layers. R. Bharat Rao, Scott Rickard, Frans Coetzee |
| 1998 | Toward Scalable Learning with Non-Uniform Class and Cost Distributions: A Case Study in Credit Card Fraud Detection. Philip K. Chan, Salvatore J. Stolfo |
| 1998 | Towards the Personalization of Algorithms Evaluation in Data Mining. Gholamreza Nakhaeizadeh, Alexander Schnabl |