| 2008 | Network-Constrained Support Vector Machine for Classification. | Li Chen, Jianhua Xuan, Yue Joseph Wang, Rebecca B. Riggins, Robert Clarke |
| 2008 | A Clustering Approach in Developing Prognostic Systems of Cancer Patients. | Dechang Chen, Kai Xing, Donald Henson, Li Sheng, Arnold M. Schwartz, Xiuzhen Cheng |
| 2008 | Group Testing in the Development of an Expanded Cancer Staging System. | Dechang Chen, Kai Xing, Donald Henson, Li Sheng |
| 2008 | Prediction of Inter-residue Contact Clusters from Hydrophobic Cores. | Peng Chen, Chunmei Liu, Legand L. Burge III, Mahmood Mohammad, William M. Southerland, Clay Gloster |
| 2008 | Dynamic Knowledge Management Procedure Using Fuzzy Clustering. | Chingwei Chang, Kwoting Fang, Chiungyu Huang |
| 2008 | Entropy-Based Defuzzification Method with Expert's Epistemic Uncertainty for Deteriorating Repairable Systems. | Chi-Chang Chang |
| 2008 | Speech Emotion Recognition Using Canonical Correlation Analysis and Probabilistic Neural Network. | Ling Cen, Wee Ser, Zhu Liang Yu |
| 2008 | Estimation of Gaussian Mixtures from Moments. | John Byrnes |
| 2008 | Simultaneously Removing Noise and Selecting Relevant Features for High Dimensional Noisy Data. | Boseon Byeon, Khaled Rasheed |
| 2008 | Distributed Planning in Stochastic Games with Communication. | Andriy Burkov, Brahim Chaib-draa |
| 2008 | CoReJava: Learning Functions Expressed as Object-Oriented Programs. | Alexander Brodsky, Juan Luo, Hadon Nash |
| 2008 | Prediction-Directed Compression of POMDPs. | Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chaib-draa |
| 2008 | A Predictive Model for Imitation Learning in Partially Observable Environments. | Abdeslam Boularias |
| 2008 | Calibrating Random Forests. | Henrik Bostrm |
| 2008 | Combining Dissimilarities in a Hyper Reproducing Kernel Hilbert Space for Complex Human Cancer Prediction. | ngela Blanco, Manuel Martn-Merino, Javier De Las Rivas |
| 2008 | Chi-Sim: A New Similarity Measure for the Co-clustering Task. | Gilles Bisson, Syed Fawad Hussain |
| 2008 | Cancer Profiles by Affinity Propagation. | Federico Ambrogi, Elena Raimondi, Daniele Soria, Patrizia Boracchi, Elia Biganzoli |
| 2008 | Are Neural Fields Suitable for Vector Quantization? | Lucian Alecu, Herv Frezza-Buet |
| 2008 | Regularized Minimum Volume Ellipsoid Metric for Query-Based Learning. | Karim T. Abou-Moustafa, Frank P. Ferrie |
| 2008 | A Greedy Approach for Building Classification Cascades. | Sherif Abdelazeem |
| 2007 | Neural Networks with Complex-Valued Neurons for Recurrent and Feedforward Architectures. | Jacek M. Zurada |
| 2007 | Improvement of Bayesian Network Inference Using a Relaxed Gene Ordering. | Dongxiao Zhu, Hua Li |
| 2007 | A New Ant Evolution Algorithm to Resolve TSP Problem. | QingBao Zhu, Shuyan Chen |
| 2007 | Improving gene expression programming performance by using differential evolution. | Qiongyun Zhang, Chi Zhou, Weimin Xiao, Peter C. Nelson |
| 2007 | Co-clustering by similarity refinement. | Jian Zhang |