| 2006 | Learning hidden information: SVM+. | Vladimir Vapnik |
| 2006 | Characterization of contextual independence of contingency matrix. | Shusaku Tsumoto, Shoji Hirano |
| 2006 | Analysis of sample size effect on dependency of contingency matrix. | Shusaku Tsumoto, Shoji Hirano |
| 2006 | Discovering e-action rules from incomplete information systems. | Li-Shiang Tsay, Zbigniew W. Ras |
| 2006 | Using null data processing to recognize variant computer viruses for rule-based anti-virus systems. | Minh Nhat Quang Truong, Van Kiem Hoang, Thuy Thanh Nguyen |
| 2006 | Evaluating the effect of rough set feature selection on the performance of decision trees. | David Tian, John A. Keane, Xiao-Jun Zeng |
| 2006 | Granular SVM with Repetitive Undersampling for Highly Imbalanced Protein Homology Prediction. | Yuchun Tang, Yan-Qing Zhang |
| 2006 | Understanding microbial genomic structures and applications to biological pathway inference. | Zhengchang Su, Fenglou Mao, Hongwei Wu, PhuongAn Dam, Xin Chen, Tao Jiang, Victor Olman, Brian Palenik, Ying Xu |
| 2006 | Item sets based graph mining algorithm and application in genetic regulatory networks. | Yongling Song, Su-Shing Chen |
| 2006 | Neutrosophic set - a generalization of the intuitionistic fuzzy set. | Florentin Smarandache |
| 2006 | Data and learning. | Stephen Smale |
| 2006 | Characterizing visitor groups from web data streams. | Alzennyr Da Silva, Francisco de Assis Tenrio de Carvalho, Yves Lechevallier, Brigitte Trousse |
| 2006 | Agent-based peer-to-peer layered architecture for data transfer in wireless sensor networks. | Elhadi M. Shakshuki, Sajid Hussain, Abdul Wasey Matin, Abdur Rafey Matin |
| 2006 | A rough set approach to mining concise rules from inconsistent data. | Ying Sai, Peiyao Nie, Ruzhi Xu, Jincai Huang |
| 2006 | Service oriented architectures for grid computing environments: opportunities and challenges. | Srinivasan Ramaswamy, M. Malarvannan |
| 2006 | XHMG: Content-Based Web HyperMedia Modeling and Retrieval System. | Ivan S. Radev |
| 2006 | Granular computing based text classification. | Taorong Qiu, Xiaoqing Chen, Qing Liu, Houkuan Huang |
| 2006 | An improved ant colony algorithm with biological characteristics. | Ling Qin, Yixin Chen, Ling Chen, Yan Wu |
| 2006 | Towards the integration of diverse spam filtering techniques. | Calton Pu, Steve Webb, Oleg M. Kolesnikov, Wenke Lee, Richard J. Lipton |
| 2006 | Automatic acquisition of concepts from domain texts. | Janardhana Punuru, Jianhua Chen |
| 2006 | A model of granular computing with applications. granules from rough inclusions in information systems. | Lech Polkowski |
| 2006 | A new aggregation operator of linguistic information and its properties. | Zheng Pei, Liangzhong Yi |
| 2006 | Expressing authorization in semantic web services. | Richard Scott Patterson, John A. Miller |
| 2006 | Rule analysis with rough sets theory. | Puntip Pattaraintakorn, Nick Cercone, Kanlaya Naruedomkul |
| 2006 | Prediction of the input impedance of two coupled monopole antennas using fuzzy modeling. | Saeed Reza Ostadzadeh, Mohammad Soleimani, Majid Tayarani |