| 1997 | A Dataset Decomposition Approach to Data Mining and Machine Discovery. Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik |
| 1997 | A Guided Tour through the Data Mining Jungle. Robert Engels, Guido Lindner, Rudi Studer |
| 1997 | A Probabilistic Approach to Fast Pattern Matching in Time Series Databases. Eamonn J. Keogh, Padhraic Smyth |
| 1997 | A Unified Notion of Outliers: Properties and Computation. Edwin M. Knorr, Raymond T. Ng |
| 1997 | A Visual Interactive Framework for Attribute Discretization. Ramesh Subramonian, Ramana Venkata, Joyce Chen |
| 1997 | Adjusting for Multiple Comparisons in Decision Tree Pruning. David D. Jensen, Matthew D. Schmill |
| 1997 | An Efficient Algorithm for the Incremental Updation of Association Rules in Large Databases. Shiby Thomas, Sreenath Bodagala, Khaled Alsabti, Sanjay Ranka |
| 1997 | An Interactive Visualization Environment for Data Exploration. Mark Derthick, John Kolojejchick, Steven F. Roth |
| 1997 | Analysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Distributions. Foster J. Provost, Tom Fawcett |
| 1997 | Anytime Exploratory Data Analysis for Massive Data Sets. Padhraic Smyth, David H. Wolpert |
| 1997 | Applying Data Mining and Machine Learning Techniques to Submarine Intelligence Analysis. Ulla Bergsten, Johan Schubert, Per Svensson |
| 1997 | Automated Discovery of Active Motifs in Three Dimensional Molecules. Xiong Wang, Jason Tsong-Li Wang, Dennis E. Shasha, Bruce A. Shapiro, Sitaram Dikshitulu, Isidore Rigoutsos, Kaizhong Zhang |
| 1997 | Autonomous Discovery of Reliable Exception Rules. Einoshin Suzuki |
| 1997 | Bayesian Inference for Identifying Solar Active Regions. Michael J. Turmon, Saleem Mukhtar, Judit Pap |
| 1997 | Beyond Concise and Colorful: Learning Intelligible Rules. Michael J. Pazzani, Subramani Mani, William Rodman Shankle |
| 1997 | Brute-Force Mining of High-Confidence Classification Rules. Roberto J. Bayardo Jr. |
| 1997 | Clustering Sequences of Complex Objects. Alain Ketterlin |
| 1997 | Computing Optimized Rectilinear Regions for Association Rules. Kunikazu Yoda, Takeshi Fukuda, Yasuhiko Morimoto, Shinichi Morishita, Takeshi Tokuyama |
| 1997 | Deep Knowledge Discovery from Natural Language Texts. Udo Hahn, Klemens Schnattinger |
| 1997 | Density-Connected Sets and their Application for Trend Detection in Spatial Databases. Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu |
| 1997 | Detecting Atmospheric Regimes Using Cross-Validated Clustering. Padhraic Smyth, Michael Ghil, Kayo Ide, Joseph Roden, Andrew Fraser |
| 1997 | Development of Multi-Criteria Metrics for Evaluation of Data Mining Algorithms. Gholamreza Nakhaeizadeh, Alexander Schnabl |
| 1997 | Discovering Trends in Text Databases. Brian Lent, Rakesh Agrawal, Ramakrishnan Srikant |
| 1997 | Discovery of Actionable Patterns in Databases: The Action Hierarchy Approach. Gediminas Adomavicius, Alexander Tuzhilin |
| 1997 | Discriminative vs Informative Learning. Y. Dan Rubinstein, Trevor Hastie |
| 1997 | Fast Committee Machines for Regression and Classification. Harris Drucker |
| 1997 | Fast Robust Visual Data Mining. Ted Mihalisin, John Timlin |
| 1997 | Fast and Intuitive Clustering of Web Documents. Oren Zamir, Oren Etzioni, Omid Madani, Richard M. Karp |
| 1997 | From Large to Huge: A Statistician's Reactions to KDD & DM. Peter J. Huber |
| 1997 | GA-Based Rule Enhancement in Concept Learning. Jukka Hekanaho |
| 1997 | Image Feature Reduction through Spoiling: Its Application to Multiple Matched Filters for Focus of Attention. Timothy M. Stough, Carla E. Brodley |
| 1997 | Improving Scalability in a Scientific Discovery System by Exploiting Parallelism. Gehad Galal, Diane J. Cook, Lawrence B. Holder |
| 1997 | Increasing the Efficiency of Data Mining Algorithms with Breadth-First Marker Propagation. John M. Aronis, Foster J. Provost |
| 1997 | Integrating and Mining Distributed Customer Databases. Ira J. Haimowitz, Özden Gür-Ali, Henry Schwarz |
| 1997 | JAM: Java Agents for Meta-Learning over Distributed Databases. Salvatore J. Stolfo, Andreas L. Prodromidis, Shelley Tselepis, Wenke Lee, Dave W. Fan, Philip K. Chan |
| 1997 | KDD Process Planning. Ning Zhong, Chunnian Liu, Yoshitsugu Kakemoto, Setsuo Ohsuga |
| 1997 | KESO: Minimizing Database Interaction. Arno Siebes, Martin L. Kersten |
| 1997 | Knowledge = Concepts: A Harmful Equation. Jan M. Zytkow |
| 1997 | Knowledge Discovery in Integrated Call Centers: A Framework for Effective Customer-Driven Marketing. Paul Xia |
| 1997 | Large Scale Data Mining: Challenges and Responses. Jaturon Chattratichat, John Darlington, Moustafa Ghanem, Yike Guo, Harald Frank Hüning, Martin Köhler, Janjao Sutiwaraphun, Hing Wing To, Dan Yang |
| 1997 | Learning to Extract Text-Based Information from the World Wide Web. Stephen Soderland |
| 1997 | Maximal Association Rules: A New Tool for Mining for Keyword Co-Occurrences in Document Collections. Ronen Feldman, Yonatan Aumann, Amihood Amir, Amir Zilberstein, Willi Klösgen |
| 1997 | Metarule-Guided Mining of Multi-Dimensional Association Rules Using Data Cubes. Micheline Kamber, Jiawei Han, Jenny Chiang |
| 1997 | MineSet: An Integrated System for Data Mining. Clifford Brunk, James Kelly, Ron Kohavi |
| 1997 | Mining Association Rules with Item Constraints. Ramakrishnan Srikant, Quoc Vu, Rakesh Agrawal |
| 1997 | Mining Generalized Term Associations: Count Propagation Algorithm. Jonghyun Kahng, Wen-Hsiang Kevin Liao, Dennis McLeod |
| 1997 | Mining Multivariate Time-Series Sensor Data to Discover Behavior Envelopes. Dennis DeCoste |
| 1997 | Mining for Causes of Cancer: Machine Learning Experiments at Various Levels of Detail. Stefan Kramer, Bernhard Pfahringer, Christoph Helma |
| 1997 | New Algorithms for Fast Discovery of Association Rules. Mohammed Javeed Zaki, Srinivasan Parthasarathy, Mitsunori Ogihara, Wei Li |
| 1997 | Optimal Multiple Intervals Discretization of Continuous Attributes for Supervised Learning. Djamel A. Zighed, Ricco Rakotomalala, Fabien Feschet |
| 1997 | Partial Classification Using Association Rules. Kamal Ali, Stefanos Manganaris, Ramakrishnan Srikant |
| 1997 | Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), Newport Beach, California, USA, August 14-17, 1997 David Heckerman, Heikki Mannila, Daryl Pregibon |
| 1997 | Process-Based Database Support for the Early Indicator Method. Christoph Breitner, Jörg Schlösser, Rüdiger Wirth |
| 1997 | Proposal and Empirical Comparison of a Parallelizable Distance-Based Discretization Method. Jesús Cerquides, Ramón López de Mántaras |
| 1997 | SIPping from the Data Firehose. George H. John, Brian Lent |
| 1997 | Scalable, Distributed Data Mining - An Agent Architecture. Hillol Kargupta, Ilker Hamzaoglu, Brian Stafford |
| 1997 | Scaling Up Inductive Algorithms: An Overview. Foster J. Provost, Venkateswarlu Kolluri |
| 1997 | Schema Discovery for Semistructured Data. Ke Wang, Huiqing Liu |
| 1997 | Selecting Features by Vertical Compactness of Data. Ke Wang, Suman Sundaresh |
| 1997 | Target-Independent Mining for Scientific Data: Capturing Transients and Trends for Phenomena Mining. Thomas H. Hinke, John A. Rushing, Heggere S. Ranganath, Sara J. Graves |
| 1997 | Using Artificial Intelligence Planning to Automate Science Data Analysis for Large Image Databases. Steve A. Chien, Forest Fisher, Helen Mortensen, Edisanter Lo, Ronald Greeley |
| 1997 | Using General Impressions to Analyze Discovered Classification Rules. Bing Liu, Wynne Hsu, Shu Chen |
| 1997 | Visualization Techniques to Explore Data Mining Results for Document Collections. Ronen Feldman, Willi Klösgen, Amir Zilberstein |
| 1997 | Visualizing Bagged Decision Trees. J. Sunil Rao, William J. E. Potts |
| 1997 | Why Does Bagging Work? A Bayesian Account and its Implications. Pedro M. Domingos |
| 1997 | Zeta: A Global Method for Discretization of Continuous Variables. K. M. Ho, Paul D. Scott |