| 1996 | A Comparison of Approaches for Maximizing Business Payoff of Prediction Models. Brij M. Masand, Gregory Piatetsky-Shapiro |
| 1996 | A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu |
| 1996 | A Genetic Algorithm-Based Approach to Data Mining. Ian W. Flockhart, Nicholas J. Radcliffe |
| 1996 | A Linear Method for Deviation Detection in Large Databases. Andreas Arning, Rakesh Agrawal, Prabhakar Raghavan |
| 1996 | A Method for Reasoning with Structured and Continuous Attributes in the INLEN-2 Multistrategy Knowledge Discovery System. Kenneth A. Kaufman, Ryszard S. Michalski |
| 1996 | An Empirical Test of the Weighted Effect Approach to Generalized Prediction Using Recursive Neural Nets. Rense Lange |
| 1996 | An Overview of Issues in Developing Industrial Data Mining and Knowledge Discovery Applications. Gregory Piatetsky-Shapiro, Ronald J. Brachman, Tom Khabaza, Willi Klösgen, Evangelos Simoudis |
| 1996 | Analysing Binary Associations. Arno J. Knobbe, Pieter W. Adriaans |
| 1996 | Automated Discovery of Active Motifs in Multiple RNA Secondary Structures. Jason Tsong-Li Wang, Bruce A. Shapiro, Dennis E. Shasha, Kaizhong Zhang, Chia-Yo Chang |
| 1996 | Automated Discovery of Medical Expert System Rules from Clinical Databases Based on Rough Sets. Shusaku Tsumoto, Hiroshi Tanaka |
| 1996 | Automated Pattern Mining with a Scale Dimension. Jan M. Zytkow, Robert Zembowicz |
| 1996 | Clustering Using Monte Carlo Cross-Validation. Padhraic Smyth |
| 1996 | Combining Data Mining and Machine Learning for Effective User Profiling. Tom Fawcett, Foster J. Provost |
| 1996 | DBMiner: A System for Mining Knowledge in Large Relational Databases. Jiawei Han, Yongjian Fu, Wei Wang, Jenny Chiang, Wan Gong, Krzysztof Koperski, Deyi Li, Yijun Lu, Amynmohamed Rajan, Nebojsa Stefanovic, Betty Xia, Osmar R. Zaïane |
| 1996 | Data Mining and Model Simplicity: A Case Study in Diagnosis. Gregory M. Provan, Moninder Singh |
| 1996 | Data Mining and Tree-Based Optimization. Robert L. Grossman, Haim Bodek, Dave Northcutt, H. Vincent Poor |
| 1996 | Data Mining with Sparse and Simplified Interaction Selection. Gerald Fahner |
| 1996 | DataMine: Application Programming Interface and Query Language for Database Mining. Tomasz Imielinski, Aashu Virmani, Amin Abdulghani |
| 1996 | Deriving Queries from Results Using Genetic Programming. Tae-Wan Ryu, Christoph F. Eick |
| 1996 | Detecting Early Indicator Cars in an Automotive Database: A Multi-Strategy Approach. Rüdiger Wirth, Thomas P. Reinartz |
| 1996 | Developing Tightly-Coupled Data Mining Applications on a Relational Database System. Rakesh Agrawal, Kyuseok Shim |
| 1996 | Discovering Classification Knowledge in Databases Using Rough Sets. Ning Shan, Wojciech Ziarko, Howard J. Hamilton, Nick Cercone |
| 1996 | Discovering Generalized Episodes Using Minimal Occurrences. Heikki Mannila, Hannu Toivonen |
| 1996 | Discovering Knowledge in Commercial Databases Using Modern Heuristic Techniques. Beatriz de la Iglesia, Justin C. W. Debuse, Victor J. Rayward-Smith |
| 1996 | Discovery of Relevant New Features by Generating Non-Linear Decision Trees. Andreas Ittner, Michael Schlosser |
| 1996 | Efficient Implementation of Data Cubes Via Materialized Views. Jeffrey D. Ullman |
| 1996 | Efficient Search for Strong Partial Determinations. Stefan Kramer, Bernhard Pfahringer |
| 1996 | Efficient Specific-to-General Rule Induction. Pedro M. Domingos |
| 1996 | Error-Based and Entropy-Based Discretization of Continuous Features. Ron Kohavi, Mehran Sahami |
| 1996 | Evaluating the Interestingness of Characteristic Rules. Micheline Kamber, Rajjan Shinghal |
| 1996 | Exceptional Knowledge Discovery in Databases Based on Information Theory. Einoshin Suzuki, Masamichi Shimura |
| 1996 | Exploiting Background Knowledge in Automated Discovery. John M. Aronis, Foster J. Provost, Bruce G. Buchanan |
| 1996 | Extensibility in Data Mining Systems. Stefan Wrobel, Dietrich Wettschereck, Edgar Sommer, Werner Emde |
| 1996 | Extraction of Spatial Proximity Patterns by Concept Generalization. Edwin M. Knorr, Raymond T. Ng |
| 1996 | Growing Simpler Decision Trees to Facilitate Knowledge Discovery. Kevin J. Cherkauer, Jude W. Shavlik |
| 1996 | Harnessing Graphical Structure in Markov Chain Monte Carlo Learning. Paul E. Stolorz, Philip C. Chew |
| 1996 | Harnessing the Human in Knowledge Discovery. Georges G. Grinstein |
| 1996 | Imputation of Missing Data Using Machine Learning Techniques. Kamakshi Lakshminarayan, Steven A. Harp, Robert P. Goldman, Tariq Samad |
| 1996 | Induction of Condensed Determinations. Pat Langley |
| 1996 | Inferring Hierarchical Clustering Structures by Deterministic Annealing. Thomas Hofmann, Joachim M. Buhmann |
| 1996 | Interactive Knowledge Discovery from Marketing Questionnaire Using Simulated Breeding and Inductive Learning Methods. Takao Terano, Yoko Ishino |
| 1996 | KDD for Science Data Analysis: Issues and Examples. Usama M. Fayyad, David Haussler, Paul E. Stolorz |
| 1996 | Knowledge Discovery and Data Mining: Towards a Unifying Framework. Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth |
| 1996 | Knowledge Discovery in RNA Sequence Families of HIV Using Scalable Computers. Ivo L. Hofacker, Martijn A. Huynen, Peter F. Stadler, Paul E. Stolorz |
| 1996 | Learning Limited Dependence Bayesian Classifiers. Mehran Sahami |
| 1996 | Learning from Biased Data Using Mixture Models. A. J. Feelders |
| 1996 | Linear-Time Rule Induction. Pedro M. Domingos |
| 1996 | Local Induction of Decision Trees: Towards Interactive Data Mining. Truxton Fulton, Simon Kasif, Steven Salzberg, David L. Waltz |
| 1996 | Maintenance of Discovered Knowledge: A Case in Multi-Level Association Rules. David Wai-Lok Cheung, Vincent T. Y. Ng, Benjamin W. Tam |
| 1996 | Metapattern Generation for Integrated Data Mining. Wei-Min Shen, Bing Leng |
| 1996 | Mining Associations in Text in the Presence of Background Knowledge. Ronen Feldman, Haym Hirsh |
| 1996 | Mining Entity-Identification Rules for Database Integration. M. Ganesh, Jaideep Srivastava, Travis Richardson |
| 1996 | Mining Knowledge in Noisy Audio Data. Andrzej Czyzewski |
| 1996 | Multiple Uses of Frequent Sets and Condensed Representations (Extended Abstract). Heikki Mannila, Hannu Toivonen |
| 1996 | Parallel Halo Finding in N-Body Cosmology Simulations. David W. Pfitzner, John K. Salmon |
| 1996 | Pattern Discovery in Temporal Databases: A Temporal Logic Approach. Balaji Padmanabhan, Alexander Tuzhilin |
| 1996 | Performing Effective Feature Selection by Investigating the Deep Structure of the Data. Marco Richeldi, Pier Luca Lanzi |
| 1996 | Planning Tasks for Knowledge Discovery in Databases; Performing Task-Oriented User-Guidance. Robert Engels |
| 1996 | Predictive Data Mining with Finite Mixtures. Petri Kontkanen, Petri Myllymäki, Henry Tirri |
| 1996 | Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), Portland, Oregon, USA Evangelos Simoudis, Jiawei Han, Usama M. Fayyad |
| 1996 | Quakefinder: A Scalable Data Mining System for Detecting Earthquakes from Space. Paul E. Stolorz, Christopher Dean |
| 1996 | RITIO - Rule Induction Two In One. David Urpani, Xindong Wu, Jim Sykes |
| 1996 | Representing Discovered Patterns Using Attributed Hypergraph. Yang Wang, Andrew K. C. Wong |
| 1996 | Rethinking the Learning of Belief Network Probabilities. Ron Musick |
| 1996 | Reverse Engineering Databases for Knowledge Discovery. Stephen McKearney, Huw Roberts |
| 1996 | SE-Trees Outperform Decision Trees in Noisy Domains. Ron Rymon |
| 1996 | Scalable Exploratory Data Mining of Distributed Geoscientific Data. Eddie C. Shek, Richard R. Muntz, Edmond Mesrobian, Kenneth W. Ng |
| 1996 | Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. Ron Kohavi |
| 1996 | Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration. Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen |
| 1996 | Sharing Learned Models among Remote Database Partitions by Local Meta-Learning. Philip K. Chan, Salvatore J. Stolfo |
| 1996 | Static Versus Dynamic Sampling for Data Mining. George H. John, Pat Langley |
| 1996 | The Field Matching Problem: Algorithms and Applications. Alvaro E. Monge, Charles Elkan |
| 1996 | The Quest Data Mining System. Rakesh Agrawal, Manish Mehta, John C. Shafer, Ramakrishnan Srikant, Andreas Arning, Toni Bollinger |
| 1996 | Undiscovered Public Knowledge: A Ten-Year Update. Don R. Swanson, Neil R. Smalheiser |
| 1996 | Using a Hybrid Neural/Expert System for Data Base Mining in Market Survey Data. Victor Ciesielski, Gregory Palstra |