| 1997 | Managing Dialogue in a Statistical Expert Assistant with a Cluster-Based User Model. | Michael William Muller |
| 1997 | A Strategy for Increasing the Efficiency of Rule Discovery in Data Mining. | David McSherry |
| 1997 | How to Find Big-Oh in Your Data Set (and How Not to). | Catherine C. McGeoch, Doina Precup, Paul R. Cohen |
| 1997 | Development of a Knowledge-Driven Constructive Induction Mechanism. | Suzanne Lo, Fazel Famili |
| 1997 | Techniques for Dealing with Missing Values in Classification. | Wei Zhong Liu, Allan P. White, Simon G. Thompson, Max A. Bramer |
| 1997 | Meta-Reasoning for Data Analysis Tool Allocation. | Robert Levinson, Jeff Wilkinson |
| 1997 | Neuro-Fuzzy Diagnosis System with a Rated Diagnosis Reliability and Visual Data Analysis. | Andreas Lapp, H.-G. Kranz |
| 1997 | Data Representations and Machine Learning Techniques. | Chiou Peng Lam, Geoff A. W. West, Terry Caelli |
| 1997 | Mathematical Analysis of Fuzzy Classifiers. | Frank Klawonn, Erich-Peter Klement |
| 1997 | Robustness of Clustering under Outliers. | Yurij S. Kharin |
| 1997 | Intelligent Support for Multidimensional Data Analysis in Environmental Epidemiology. | Vera Kamp, Frank Wietek |
| 1997 | Building Simple Models: A Case Study with Decision Trees. | David D. Jensen, Tim Oates, Paul R. Cohen |
| 1997 | Simulation Data Analysis Using Fuzzy Graphs. | Klaus-Peter Huber, Michael R. Berthold |
| 1997 | Modelling Discrete Event Sequences as State Transition Diagrams. | Adele E. Howe, Gabriel Somlo |
| 1997 | Feature Selection for Neural Networks through Functional Links Found by Evolutionary Computation. | S. Haring, Joost N. Kok, Michiel C. van Wezel |
| 1997 | Intelligent Data Analysis: Issues and Opportunities. | David J. Hand |
| 1997 | Network Performance Assessment for Neurofuzzy Data Modelling. | Steve R. Gunn, Martin Brown, Kev M. Bossley |
| 1997 | Integrating Many Techniques for Discovering Structure in Data. | Dawn E. Gregory, Paul R. Cohen |
| 1997 | Efficient GA Based Techniques for Automating the Design of Classification Models. | Robin P. Glover, Peter K. Sharpe |
| 1997 | Improvement on Estimating Quantiles in Finite Population Using Indirect Methods of Estimation. | Mara del Mar Rueda Garca, Antonio Arcos Cebrin, E. Arts Rodrguez |
| 1997 | Oblique Linear Tree. | Joo Gama |
| 1997 | A Modulated Parzen-Windows Approach for Probability Density Estimation. | G. C. van den Eijkel, Jan C. A. van der Lubbe, Eric Backer |
| 1997 | Parallel Induction Algorithms for Data Mining. | John Darlington, Yike Guo, Janjao Sutiwaraphun, Hing Wing To |
| 1997 | Mill's Methods for Complete Intelligent Data Analysis. | Tremaine A. O. Cornish |
| 1997 | Reasoning about Sensor Data for Automated System Identification. | Elizabeth Bradley, Matthew Easley |