| 1997 | A Combined Approach to Uncertain Data Analysis. Hairong Yu, Arthur Ramer |
| 1997 | A Connectionist Approach to Extracting Knowledge from Databases. Yuanhui Zhou, Yuchang Lu, Chunyi Shi |
| 1997 | A Connectionist Approach to the Distance-Based Analysis of Relational Data. Kristina Schädler, Fritz Wysotzki |
| 1997 | A Genetic Approach to Fuzzy Clustering with a Validity Measure Fitness Function. Susana Nascimento, Fernando Moura-Pires |
| 1997 | A Modulated Parzen-Windows Approach for Probability Density Estimation. G. C. van den Eijkel, Jan C. A. van der Lubbe, Eric Backer |
| 1997 | A Strategy for Increasing the Efficiency of Rule Discovery in Data Mining. David McSherry |
| 1997 | A Systematic Description of Greedy Optimisation Algorithms for Cost Sensitive Generalisation. Maarten van Someren, Cristina Torres, Floor Verdenius |
| 1997 | Advances in Intelligent Data Analysis, Reasoning about Data, Second International Symposium, IDA-97, London, UK, August 4-6, 1997, Proceedings Xiaohui Liu, Paul R. Cohen, Michael R. Berthold |
| 1997 | An Annotated Data Collection System to Support Intelligent Analysis of Intensive Care Unit Data. Christine L. Tsien, James C. Fackler |
| 1997 | Building Simple Models: A Case Study with Decision Trees. David D. Jensen, Tim Oates, Paul R. Cohen |
| 1997 | Data Analysis for Query Processing. Jerome Robinson, Barry G. T. Lowden |
| 1997 | Data Classification using a W.I.S.E. Toolbox. Ian Berry, Michael Paul Gough |
| 1997 | Data Representations and Machine Learning Techniques. Chiou Peng Lam, Geoff A. W. West, Terry Caelli |
| 1997 | Datum Discovery. Laurent Siklóssy, Marc Ayel |
| 1997 | Decomposition of Heterogeneous Classification Problems. Chidanand Apté, Se June Hong, Jonathan R. M. Hosking, Jorge Lepre, Edwin P. D. Pednault, Barry K. Rosen |
| 1997 | Detecting and Describing Patterns in Time-Varying Data Using Wavelets. Sarah Boyd |
| 1997 | Development of a Knowledge-Driven Constructive Induction Mechanism. Suzanne Lo, Fazel Famili |
| 1997 | Diagnosis of Tank Ballast Systems. Björn Schieffer, Günter Hotz |
| 1997 | Dissimilarity Measure for Collections of Objects and Values. Petko Valtchev, Jérôme Euzenat |
| 1997 | ECG Segmentation Using Time-Warping. H. J. L. M. Vullings, M. H. G. Verhaegen, Henk B. Verbruggen |
| 1997 | Efficient GA Based Techniques for Automating the Design of Classification Models. Robin P. Glover, Peter K. Sharpe |
| 1997 | Exploiting Symbolic Learning in Visual Inspection. Massimo Piccardi, Rita Cucchiara, Michele Bariani, Paola Mello |
| 1997 | Feature Selection for Neural Networks through Functional Links Found by Evolutionary Computation. S. Haring, Joost N. Kok, Michiel C. van Wezel |
| 1997 | Forming Categories in Exploratory Data Analysis and Data Mining. Paul D. Scott, R. J. Williams, K. M. Ho |
| 1997 | Genetic Fuzzy Clustering by Means of Discovering Membership Functions. Meltem Turhan |
| 1997 | How to Find Big-Oh in Your Data Set (and How Not to). Catherine C. McGeoch, Doina Precup, Paul R. Cohen |
| 1997 | Improvement on Estimating Quantiles in Finite Population Using Indirect Methods of Estimation. María del Mar Rueda García, Antonio Arcos Cebrián, E. Artés Rodríguez |
| 1997 | Integrating Many Techniques for Discovering Structure in Data. Dawn E. Gregory, Paul R. Cohen |
| 1997 | Intelligent Data Analysis: Issues and Opportunities. David J. Hand |
| 1997 | Intelligent Support for Multidimensional Data Analysis in Environmental Epidemiology. Vera Kamp, Frank Wietek |
| 1997 | Intelligent Text Analysis for Dynamically Maintaining and Updating Domain Knowledge Bases. Klemens Schnattinger, Udo Hahn |
| 1997 | Interpreting Longitudinal Data through Temporal Abstractions: An Application to Diabetic Patients Monitoring. Riccardo Bellazzi, Cristiana Larizza, Alberto Riva |
| 1997 | Knowledge Discovery in Endgame Databases. Michael Schlosser |
| 1997 | Managing Dialogue in a Statistical Expert Assistant with a Cluster-Based User Model. Michael William Muller |
| 1997 | Mathematical Analysis of Fuzzy Classifiers. Frank Klawonn, Erich-Peter Klement |
| 1997 | Meta-Reasoning for Data Analysis Tool Allocation. Robert Levinson, Jeff Wilkinson |
| 1997 | Mill's Methods for Complete Intelligent Data Analysis. Tremaine A. O. Cornish |
| 1997 | Modelling Discrete Event Sequences as State Transition Diagrams. Adele E. Howe, Gabriel Somlo |
| 1997 | Navigation for Data Analysis Systems. Robert St. Amant |
| 1997 | Network Performance Assessment for Neurofuzzy Data Modelling. Steve R. Gunn, Martin Brown, Kev M. Bossley |
| 1997 | Neuro-Fuzzy Diagnosis System with a Rated Diagnosis Reliability and Visual Data Analysis. Andreas Lapp, H.-G. Kranz |
| 1997 | Oblique Linear Tree. João Gama |
| 1997 | Parallel Induction Algorithms for Data Mining. John Darlington, Yike Guo, Janjao Sutiwaraphun, Hing Wing To |
| 1997 | Qualitative Uncertainty Models from Random Set Theory. Olaf Wolkenhauer |
| 1997 | Reasoning about Outliers by Modelling Noisy Data. John Xingwang Wu, Gongxian Cheng, Xiaohui Liu |
| 1997 | Reasoning about Sensor Data for Automated System Identification. Elizabeth Bradley, Matthew Easley |
| 1997 | Robustness of Clustering under Outliers. Yurij S. Kharin |
| 1997 | Simulation Data Analysis Using Fuzzy Graphs. Klaus-Peter Huber, Michael R. Berthold |
| 1997 | Techniques for Dealing with Missing Values in Classification. Wei Zhong Liu, Allan P. White, Simon G. Thompson, Max A. Bramer |
| 1997 | The Analysis of Artificial Neural Network Data Models. Chris M. Roadknight, Dominic Palmer-Brown, Gina E. Mills |
| 1997 | The BANG-Clustering System: Grid-Based Data Analysis. Erich Schikuta, Martin Erhart |
| 1997 | The Use of Exogenous Knowledge to Learn Bayesian Networks from Incomplete Databases. Marco Ramoni, Paola Sebastiani |