| 1995 | A Database Interface for Clustering in Large Spatial Databases. Martin Ester, Hans-Peter Kriegel, Xiaowei Xu |
| 1995 | A Perspective on Databases and Data Mining. Marcel Holsheimer, Martin L. Kersten, Heikki Mannila, Hannu Toivonen |
| 1995 | A Statistical Perspective On Knowledge Discovery In Databases. John F. Elder IV, Daryl Pregibon |
| 1995 | Accelerated Quantification of Bayesian Networks with Incomplete Data. Bo Thiesson |
| 1995 | Active Data Mining. Rakesh Agrawal, Giuseppe Psaila |
| 1995 | An Assessment of PrIL. Özden Gür-Ali, William A. Wallace |
| 1995 | An Iterative Improvement Approach for the Discretization of Numeric Attributes in Bayesian Classifiers. Michael J. Pazzani |
| 1995 | Analyzing the Benefits of Domain Knowledge in Substructure Discovery. Surnjani Djoko, Diane J. Cook, Lawrence B. Holder |
| 1995 | Anonymization Techniques for Knowledge Discovery in Databases. Willi Klösgen |
| 1995 | Applying a Data Miner To Heterogeneous Schema Integration. Son Dao, Brad Perry |
| 1995 | Automated Discovery of Functional Components of Proteins from Amino-Acid Sequences Based on Rough Sets and Change of Representation. Shusaku Tsumoto, Hiroshi Tanaka |
| 1995 | Automated Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods and Multiple Statistical Testing. Shusaku Tsumoto, Hiroshi Tanaka |
| 1995 | Available Technology for Discovering Causal Models, Building Bayes Nets, and Selecting Predictors: The TETRAD II Program. Clark Glymour |
| 1995 | Capacity and Complexity Control in Predicting the Spread Between Borrowing and Lending Interest Rates. Corinna Cortes, Harris Drucker, Dennis Hoover, Vladimir Vapnik |
| 1995 | Compression-Based Evaluation of Partial Determinations. Bernhard Pfahringer, Stefan Kramer |
| 1995 | Conceptual Clustering in Structured Databases: A Practical Approach. Alain Ketterlin, Pierre Gançarski, Jerzy J. Korczak |
| 1995 | Data Mining for Loan Evaluation at ABN AMRO: A Case Study. A. J. Feelders, A. J. F. le Loux, J. W. van't Zand |
| 1995 | Data Surveying: Foundations of an Inductive Query Language. Arno Siebes |
| 1995 | Decision Tree Induction: How Effective is the Greedy Heuristic? Sreerama K. Murthy, Steven Salzberg |
| 1995 | Designing Neural Networks from Statistical Models: A New Approach to Data Exploration. Antonio Ciampi, Yves Lechevallier |
| 1995 | Discovering Enrollment Knowledge in University Databases. Arun P. Sanjeev, Jan M. Zytkow |
| 1995 | Discovering Frequent Episodes in Sequences. Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo |
| 1995 | Discovery and Maintenance of Functional Dependencies by Independencies. Siegfried Bell |
| 1995 | Discovery of Concurrent Data Models from Experimental Tables: A Rough Set Approach. Andrzej Skowron, Zbigniew Suraj |
| 1995 | Discriminant Adaptive Nearest Neighbor Classification. Trevor Hastie, Robert Tibshirani |
| 1995 | Efficient Algorithms for Attribute-Oriented Induction. Hoi-Yee Hwang, Ada Wai-Chee Fu |
| 1995 | Estimating the Robustness of Discovered Knowledge. Chun-Nan Hsu, Craig A. Knoblock |
| 1995 | Exploiting Upper Approximation in the Rough Set Methodology. Jitender S. Deogun, Vijay V. Raghavan, Hayri Sever |
| 1995 | Exploiting Visualization in Knowledge Discovery. Hing-Yan Lee, Hwee-Leng Ong, Lee-Hian Quek |
| 1995 | Extracting Support Data for a Given Task. Bernhard Schölkopf, Chris Burges, Vladimir Vapnik |
| 1995 | Fast Spatio-Temporal Data Mining of Large Geophysical Datasets. Paul E. Stolorz, Hisashi Nakamura, Edmond Mesrobian, Richard R. Muntz, Eddie C. Shek, Jose Renato Santos, J. Yi, Kenneth W. Ng, S.-Y. Chien, Carlos R. Mechoso, John D. Farrara |
| 1995 | Feature Extraction for Massive Data Mining. V. Seshadri, Raguram Sasisekharan, Sholom M. Weiss |
| 1995 | Feature Subset Selection Using the Wrapper Method: Overfitting and Dynamic Search Space Topology. Ron Kohavi, Dan Sommerfield |
| 1995 | Fuzzy Interpretation of Induction Results. Xindong Wu, Petter Måhlén |
| 1995 | Intelligent Instruments: Discovering How to Turn Spectral Data into Information. Wray L. Buntine, Tarang Patel |
| 1995 | Knowledge Discovery from Multiple Databases. James S. Ribeiro, Kenneth A. Kaufman, Larry Kerschberg |
| 1995 | Knowledge Discovery in Telecommunication Services Data Using Bayesian Network Models. Kazuo J. Ezawa, Steven W. Norton |
| 1995 | Knowledge Discovery in Textual Databases (KDT). Ronen Feldman, Ido Dagan |
| 1995 | Knowledge Discovery in a Water Quality Database. Saso Dzeroski |
| 1995 | Knowledge-Based Scientific Discovery in Geological Databases. Cen Li, Gautam Biswas |
| 1995 | Learning Arbiter and Combiner Trees from Partitioned Data for Scaling Machine Learning. Philip K. Chan, Salvatore J. Stolfo |
| 1995 | Learning Bayesian Networks with Discrete Variables from Data. Peter Spirtes, Christopher Meek |
| 1995 | Learning First Order Logic Rules with a Genetic Algorithm. Sébastien Augier, Gilles Venturini, Yves Kodratoff |
| 1995 | Limits on Learning Machine Accuracy Imposed by Data Quality. Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chiang |
| 1995 | MDL-Based Decision Tree Pruning. Manish Mehta, Jorma Rissanen, Rakesh Agrawal |
| 1995 | On Subjective Measures of Interestingness in Knowledge Discovery. Abraham Silberschatz, Alexander Tuzhilin |
| 1995 | Optimization and Simplification of Hierarchical Clusterings. Douglas Fisher |
| 1995 | Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995 Usama M. Fayyad, Ramasamy Uthurusamy |
| 1995 | Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment. Osmar R. Zaïane, Jiawei Han |
| 1995 | Restructuring Databases for Knowledge Discovery by Consolidation and Link Formation. Henry G. Goldberg, Ted E. Senator |
| 1995 | Robust Decision Trees: Removing Outliers from Databases. George H. John |
| 1995 | Rough Sets Similarity-Based Learning from Databases. Xiaohua Hu, Nick Cercone |
| 1995 | STAR: A General Architecture for the Support of Distortion Oriented Displays. Paul Anderson, Ray Smith, Zhongwei Zhang |
| 1995 | Structured and Unstructured Induction with EDAGs. Brian R. Gaines |
| 1995 | Toward a Multi-Strategy and Cooperative Discovery System. Ning Zhong, Setsuo Ohsuga |
| 1995 | Using Recon for Data Cleaning. Evangelos Simoudis, Brian Livezey, Randy Kerber |
| 1995 | Using Rough Sets as Tools for Knowledge Discovery. Ning Shan, Wojciech Ziarko, Howard J. Hamilton, Nick Cercone |