| 2004 | Using Context to Solve the Correspondence Problem in Simultaneous Localisation and Mapping. | Margaret E. Jefferies, Wenrong Weng, Jesse T. Baker, Michael Mayo |
| 2004 | On the Intended Interpretations of Actions. | Victor Jauregui, Maurice Pagnucco, Norman Y. Foo |
| 2004 | Brain Emotional Learning Based Intelligent Controller Applied to Gas Metal Arc Welding System. | Mahdi Jalili-Kharaajoo |
| 2004 | A Model of Rhetorical Structure Analysis of Japanese Texts and Its Application to Intelligent Text Processing: A Case for a Smart Help System. | Noriko Ito, Toru Sugimoto, Shino Iwashita, Ichiro Kobayashi, Michio Sugeno |
| 2004 | Automatic Sound-Imitation Word Recognition from Environmental Sounds Focusing on Ambiguity Problem in Determining Phonemes. | Kazushi Ishihara, Tomohiro Nakatani, Tetsuya Ogata, Hiroshi G. Okuno |
| 2004 | Time Series Pattern Discovery by Segmental Gaussian Models. | Shuichiro Imahara, Makoto Sato, Akihiko Nakase |
| 2004 | Circuit Consistencies. | Abdellah Idrissi, Ahlem Ben Hassine |
| 2004 | A Multi-strategy Approach for Catalog Integration. | Ryutaro Ichise, Masahiro Hamasaki, Hideaki Takeda |
| 2004 | Pronominal Anaphora Resolution Using a Shallow Meaning Representation of Sentences. | Hilda Ho, Kyongho Min, Wai-Kiang Yeap |
| 2004 | An Intelligent Robot Navigation System Based on Neuro-Fuzzy Control. | Osama Fathy Hegazy, Aly A. Fahmy, Osama Mosaad El Refaie |
| 2004 | Stable Solutions Dealing with Dynamics in Scheduling Based on Dynamic Constraint Satisfaction Problems. | Hiromitsu Hattori, Toramatsu Shintani, Atsushi Isomura, Takayuki Ito, Tadachika Ozono |
| 2004 | Combining Extension Matrix and Integer Programming for Optimal Concept Learning. | Xiaoshu Hang, Honghua Dai |
| 2004 | Tagging Medical Documents with High Accuracy. | Udo Hahn, Joachim Wermter |
| 2004 | Adaptive Model for Foreground Extraction in Adverse Lighting Conditions. | Stewart Greenhill, Svetha Venkatesh, Geoff A. W. West |
| 2004 | MASCONTROL: A MAS for System Identification and Process Control. | Evelio J. Gonzlez, Alberto F. Hamilton, Lorenzo Moreno Ruiz, Roberto L. Marichal, Vanesa Muoz |
| 2004 | An Anytime Algorithm for Interpreting Arguments. | Sarah George, Ingrid Zukerman, Michael Niemann |
| 2004 | Approximately Repetitive Structure Detection for Wrapper Induction. | Xiaoying Gao, Peter Andreae, Richard Collins |
| 2004 | A Kernel-Based Case Retrieval Algorithm with Application to Bioinformatics. | Yan Fu, Qiang Yang, Charles X. Ling, Haipeng Wang, Dequan Li, Ruixiang Sun, Hu Zhou, Rong Zeng, Yiqiang Chen, Simin He, Wen Gao |
| 2004 | A Hybrid Algorithm for Combining Forecasting Based on AFTER-PSO. | Xiaoyue Feng, Yanchun Liang, Yanfeng Sun, Heow Pueh Lee, Chunguang Zhou, Yan Wang |
| 2004 | Some Game Theory of Pit. | Hans P. van Ditmarsch |
| 2004 | Using Evolutionary Learning of Behavior to Find Weaknesses in Operating Systems. | Jrg Denzinger, Tim Williams |
| 2004 | An Augmentation Hybrid System for Document Classification and Rating. | Richard Dazeley, Byeong Ho Kang |
| 2004 | An Ordered Preprocessing Scheme for Data Mining. | Laura Cruz-Reyes, Joaqun Prez Ortega, Vanesa Landero N., Elizabeth S. del Angel, Victor M. lvarez, Vernica Prez |
| 2004 | Constrained Ant Colony Optimization for Data Clustering. | Shu-Chuan Chu, John F. Roddick, Che-Jen Su, Jeng-Shyang Pan |
| 2004 | Speaker Identification Based on Log Area Ratio and Gaussian Mixture Models in Narrow-Band Speech: Speech Understanding / Interaction. | David Chow, Waleed H. Abdulla |