| 2005 | Towards discovering organizational structure from email corpus. | Ding Zhou, Yang Song, Hongyuan Zha, Ya Zhang |
| 2005 | Efficient construction of relational features. | Filip Zelezn |
| 2005 | Decision rule extraction and reduction based on grey lattice classification. | Daisuke Yamaguchi, GuoDong Li, Kozo Mizutani, Takahiro Akabane, Masatake Nagai, Masatoshi Kitaoka |
| 2005 | Optimization approaches for semi-supervised learning. | Yasutoshi Yajima, Takashi Hoshiba |
| 2005 | Parallel algorithm for control chart pattern recognition. | M. Arif Wani, Sumia Rashid |
| 2005 | Fuzzy frequent pattern discovering based on recursive elimination. | Xiaomeng Wang, Christian Borgelt, Rudolf Kruse |
| 2005 | Scopira: a pattern recognition application framework for biomedical datasets. | Rodrigo A. Vivanco, Aleksander B. Demko, Nick J. Pizzi |
| 2005 | A comparison of dimensionality reduction techniques for text retrieval. | Vishwa Vinay, Ingemar J. Cox, Kenneth R. Wood, Natasa Milic-Frayling |
| 2005 | Fuzzy Labeled Soft Nearest Neighbor Classification with Relevance Learning. | Thomas Villmann, Frank-Michael Schleif, Barbara Hammer |
| 2005 | Class-dependant resampling for medical applications. | Rosa Maria Valdovinos, Jos Salvador Snchez |
| 2005 | Abduction and induction for learning models of inhibition in metabolic networks. | Alireza Tamaddoni-Nezhad, Raphael Chaleil, Antonis C. Kakas, Stephen H. Muggleton |
| 2005 | Solving the traveling salesman problem through genetic algorithms with changing crossover operators. | Ryouei Takahashi |
| 2005 | Speeding-up text categorization in a grid computing environment. | Catarina Silva, Bernardete Ribeiro, Uros Lotric |
| 2005 | Feature selection based on word-sentence relation. | Pter Schnhofen, Andrs A. Benczr |
| 2005 | Segmenting brain tumors using alignment-based features. | Mark Schmidt, Ilya Levner, Russell Greiner, Albert Murtha, Aalo Bistritz |
| 2005 | A system of systems (SoS) design amplifier. | Stuart Harvey Rubin |
| 2005 | Depth of anaesthesia assessment with generative polyspectral models. | Iead Rezek, Stephen J. Roberts, Ellini Siva, R. Conradt |
| 2005 | Boosting of support vector machines with application to editing. | Pedro Rangel, Fernando Lozano, Elkin Garca |
| 2005 | Multi-label associative classification of medical documents from MEDLINE. | Rafal Rak, Lukasz A. Kurgan, Marek Z. Reformat |
| 2005 | Attribute selection methods comparison for classification of diffuse large B-cell lymphoma. | Jlio C. Nievola, Helyane Bronoski Borges |
| 2005 | TASOM-based lip tracking using the color and geometry of the face. | Mahsa Kamali Moghaddam, Reza Safabakhsh |
| 2005 | Intelligent combination of kernels information for improved classification. | Abdul Majid, Asifullah Khan, Anwar M. Mirza |
| 2005 | Visual interface for online watching of frequent itemset generation in Apriori and Eclat. | Aniket Mahanti, Reda Alhajj |
| 2005 | Algorithms for parallel boosting. | Fernando Lozano, Pedro Rangel |
| 2005 | Self bounding genetic algorithms for machine learning. | Fernando Lozano, Vladimir Koltchinskii |