| 2011 | Robust FCMdd-based Linear Clustering for Relational Data with Alternative c-Means Criterion. | Takeshi Yamamoto, Katsuhiro Honda, Akira Notsu, Hidetomo Ichihashi |
| 2011 | Discriminative Optimization of String Similarity and Its Application to Biomedical Abbreviation Clustering. | Atsuko Yamaguchi, Yasunori Yamamoto, Jin-Dong Kim, Toshihisa Takagi, Akinori Yonezawa |
| 2011 | Collaborative Filtering with CCAM. | Meng-Lun Wu, Chia-Hui Chang, Rui-Zhe Liu |
| 2011 | Combining Visual and Acoustic Features for Music Genre Classification. | Ming-Ju Wu, Zhi-Sheng Chen, Jyh-Shing Roger Jang, Jia-Min Ren, Yi-Hsung Li, Chun-Hung Lu |
| 2011 | Rule-Based Prediction of Medical Claims' Payments: A Method and Initial Application to Medicaid Data. | Janusz Wojtusiak, Che Ngufor, John Shiver, Ronald Ewald |
| 2011 | Using Published Medical Results and Non-homogenous Data in Rule Learning. | Janusz Wojtusiak, Katherine Irvin, Aybike Birerdinc, Ancha V. Baranova |
| 2011 | A Data-Mining Approach to Travel Price Forecasting. | Till Wohlfarth, Stphan Clmenon, Franois Roueff, Xavier Casellato |
| 2011 | Analysis of Microbiome Data across Inflammatory Bowel Disease Patients. | Nuttachat Wisittipanit, Huzefa Rangwala, Patrick Gillevet |
| 2011 | Automatic Detection of Excessive Glycemic Variability for Diabetes Management. | Matthew Wiley, Razvan C. Bunescu, Cindy Marling, Jay Shubrook, Frank Schwartz |
| 2011 | Efficient Optimization of Logistic Regression by Direct Use of Conjugate Gradient. | Kenji Watanabe, Takumi Kobayashi, Nobuyuki Otsu |
| 2011 | Microarray Classification Using Sub-space Grids. | M. Arif Wani |
| 2011 | Stability and Classification Performance of Feature Selection Techniques. | Huanjing Wang, Taghi M. Khoshgoftaar, Qianhui Althea Liang |
| 2011 | Predicting Patients Likely to Overstay in Hospitals. | Rodrigo A. Vivanco, Dan Roberts |
| 2011 | Developing an Appropriate Data Normalization Method. | Balemir Uragun, Ramesh Rajan |
| 2011 | Energy Efficiency for Unmanned Aerial Vehicles. | Balemir Uragun |
| 2011 | Extended Finite-State Machine Induction Using SAT-Solver. | Vladimir Ulyantsev, Fedor Tsarev |
| 2011 | An Empirical Investigation of Stacking for Music Tag Annotation. | Anthony Theocharis, Matt Pierce, George Tzanetakis |
| 2011 | Motion Compensated X-ray CT Algorithm for Moving Objects. | Takumi Tanaka, Shin-ichi Maeda, Shin Ishii |
| 2011 | Spiral Multipoint Search for Global Optimization. | Kenichi Tamura, Keiichiro Yasuda |
| 2011 | A Neural Network Model for Learning Data Stream with Multiple Class Labels. | Tomoyasu Takata, Seiichi Ozawa |
| 2011 | Transfer Method for Reinforcement Learning in Same Transition Model - Quick Approach and Preferential Exploration. | Toshiaki Takano, Haruhiko Takase, Hiroharu Kawanaka, Shinji Tsuruoka |
| 2011 | Solving the Traveling Salesman Problem through Iterative Extended Changing Crossover Operators. | Ryouei Takahashi |
| 2011 | A Pattern Classifying System Based on the Coverage Regions of Objects. | Izumi Suzuki |
| 2011 | The DIEGO Lab Graph Based Gene Normalization System. | Ryan Sullivan, Robert Leaman, Graciela Gonzalez |
| 2011 | Augmented Reinforcement Learning for Interaction with Non-expert Humans in Agent Domains. | Mohan Sridharan |