| 2004 | A Comparative Study of Clustering Methods for Long Time-Series Medical Databases. Shusaku Tsumoto, Shoji Hirano |
| 2004 | A Feature Weighting Approach to Building Classification Models by Interactive Clustering. Liping Jing, Joshua Zhexue Huang, Michael K. Ng, Hongqiang Rong |
| 2004 | A Framework for Representation and Manipulation of Vague Knowledge. Van-Nam Huynh, Yoshiteru Nakamori |
| 2004 | A Generalization of Symbolic Data Analysis Allowing the Processing of Fuzzy Granules. Vasile Georgescu |
| 2004 | A Learning Procedure to Estimate Missing Values in Fuzzy Preference Relations Based on Additive Consistency. Sergio Alonso, Francisco Chiclana, Francisco Herrera, Enrique Herrera-Viedma |
| 2004 | A Machine Learning Approach for Modeling Algorithm Performance Predictors. Joaquín Pérez Ortega, Rodolfo A. Pazos, Juan Frausto Solís, Laura Cruz-Reyes, Héctor J. Fraire H., Elizabeth Santiago D., Norma E. Garcia A. |
| 2004 | A Novel Network Traffic Analysis Method Based on Fuzzy Association Rules. Xinyu Yang, Wenjing Yang, Ming Zeng, Yi Shi |
| 2004 | A Study on Weighting Training Patterns for Fuzzy Rule-Based Classification Systems. Tomoharu Nakashima, Hisao Ishibuchi, Andrzej Bargiela |
| 2004 | An Empirical Analysis of Assessment Errors for Weights and Andness in LSP Criteria. Jozo J. Dujmovic, Wen Yuan Fang |
| 2004 | Combining Multiple Classifiers Using Dempster's Rule of Combination for Text Categorization. Yaxin Bi, David A. Bell, Hui Wang, Gongde Guo, Kieran Greer |
| 2004 | Comparing Transitive Closure with a New T-transitivization Method. Luis Garmendia, Adela Salvador |
| 2004 | Decision Making in a Dynamic System Based on Aggregated Fuzzy Preferences. Yuji Yoshida |
| 2004 | Decision Modelling Using the Choquet Integral. Yasuo Narukawa, Toshiaki Murofushi |
| 2004 | Fuzzy Integrals. Radko Mesiar, Andrea Mesiarová |
| 2004 | Fuzzy Multiset Model and Methods of Nonlinear Document Clustering for Information Retrieval. Sadaaki Miyamoto, Kiyotaka Mizutani |
| 2004 | Fuzzy Qualitative Models to Evaluate the Quality on the Web. Enrique Herrera-Viedma |
| 2004 | Introduction to RoboCup Research in Japan. Yoichiro Maeda |
| 2004 | Measurements of Consensus in Multi-granular Linguistic Group Decision-Making. Enrique Herrera-Viedma, Francisco Mata, Luis Martínez-López, Francisco Chiclana, Luis G. Pérez |
| 2004 | Mining Diagnostic Taxonomy Using Interval-Based Similarity from Clinical Databases. Shusaku Tsumoto |
| 2004 | Modeling Decisions for Artificial Intelligence, First International Conference, MDAI 2004, Barcelona, Spain, August 2-4, 2004, Proceedings Vicenç Torra, Yasuo Narukawa |
| 2004 | Modeling the Distributed Control of the Lower Urinary Tract Using a Multiagent System. Daniel Ruiz Fernández, Juan Manuel García Chamizo, Francisco Maciá Pérez, Antonio Soriano Payá |
| 2004 | Multisets and Fuzzy Multisets as a Framework of Information Systems. Sadaaki Miyamoto |
| 2004 | Object Positioning Based on Partial Preferences. Josep Maria Mateo-Sanz, Josep Domingo-Ferrer, Vicenç Torra |
| 2004 | On Detecting Interactions in Hayashi's Second Method of Quantification. Hideyuki Imai, Daigo Izawa, Kiyotaka Yoshida, Yoshiharu Sato |
| 2004 | On the Interpretation of Some Fuzzy Integrals. Vicenç Torra, Yasuo Narukawa |
| 2004 | Preservation of Distinguished Fuzzy Measure Classes by Distortion. Lubica Valásková, Peter Struk |
| 2004 | Quantum Computing Based Machine Learning Method and Its Application in Radar Emitter Signal Recognition. Gexiang Zhang, Laizhao Hu, Weidong Jin |
| 2004 | Reliability of LSP Criteria. Jozo J. Dujmovic, Wen Yuan Fang |
| 2004 | Stock Price Forecasting: Statistical, Classical and Fuzzy Neural Network Approach. Dusan Marcek |
| 2004 | Unsupervised Aggregation by the Choquet Integral Based on Entropy Functionals: Application to the Evaluation of Students. Ivan Kojadinovic |
| 2004 | Wavelet Time Shift Properties Integration with Support Vector Machines. Jaime Gómez, Ignacio Melgar, Juan Seijas |