| 2012 | Artificial Neural Network for Prediction of Ethnicity Based on Iris Texture. | Anahita Zarei, Duxing Mou |
| 2012 | A Sequential Multi-task Learning Neural Network with Metric-Based Knowledge Transfer. | Simeng Yue, Seiichi Ozawa |
| 2012 | A Boosting Method for Learning from Uneven Data for Improved Face Recognition. | Xiaohui Yuan, Mohamed Abouelenien |
| 2012 | Recurrent Clustering for Unsupervised Feature Extraction with Application to Sequence Detection. | Steven Robert Young, Itamar Arel |
| 2012 | A New Intelligent Steganalysis Method for Waveform Audio Files. | Uraz Yavanoglu, Burak zakmak, Ozlem Milletsever |
| 2012 | Online Recovery of Missing Values in Vital Signs Data Streams Using Low-Rank Matrix Completion. | Shiming Yang, Konstantinos Kalpakis, Colin F. Mackenzie, Lynn G. Stansbury, Deborah M. Stein, Thomas M. Scalea, Peter Fu-Ming Hu |
| 2012 | Venue Recommendation: Submitting Your Paper with Style. | Zaihan Yang, Brian D. Davison |
| 2012 | Writing with Style: Venue Classification. | Zaihan Yang, Brian D. Davison |
| 2012 | Face Recognition in the Virtual World: Recognizing Avatar Faces. | Roman V. Yampolskiy, Brendan Klare, Anil K. Jain |
| 2012 | Face Recognition Challenge: Object Recognition Approaches for Human/Avatar Classification. | Toshihiko Yamasaki, Tsuhan Chen |
| 2012 | Riemannian Shape Analysis Based on Meridian Curves. | Shuisheng Xie, Jundong Liu, Charles D. Smith |
| 2012 | The Prediction of Monthly Average Solar Radiation with TDNN and ARIMA. | Ji Wu, C. K. Chan |
| 2012 | Semantic Data Types in Machine Learning from Healthcare Data. | Janusz Wojtusiak |
| 2012 | A Statistical Associative Classifier with Automatic Estimation of Parameters on Computer Aided Diagnosis. | Carolina Yukari Veludo Watanabe, Marcela X. Ribeiro, Agma J. M. Traina, Caetano Traina Jr. |
| 2012 | Introducing Subspace Grids to Recognise Patterns in Multidimensinal Data. | M. Arif Wani |
| 2012 | Moving Object Detection in Aerial Video. | Yunfei Wang, Zhaoxiang Zhang, Yunhong Wang |
| 2012 | Cellular Differentiation Algorithm for High Dimensional Numerical Function Optimization. | Yanjiang Wang, Chengna Yuan, Weifeng Liu |
| 2012 | Using SVM with Adaptively Asymmetric MisClassification Costs for Mine-Like Objects Detection. | Xiaoguang Wang, Hang Shao, Nathalie Japkowicz, Stan Matwin, Xuan Liu, Alex Bourque, Bao Nguyen |
| 2012 | Combining Gene Expression Profiles and Protein-Protein Interactions for Identifying Functional Modules. | Dingding Wang, Mitsunori Ogihara, Erliang Zeng, Tao Li |
| 2012 | A Comparative Study on the Stability of Software Metric Selection Techniques. | Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano |
| 2012 | An Empirical Study on the Stability of Feature Selection for Imbalanced Software Engineering Data. | Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano |
| 2012 | Sampling-Based Subnetwork Identification from Microarray Data and Protein-Protein Interaction Network. | Xiao Wang, Jinghua Gu, Jianhua Xuan, Ayesha N. Shajahan, Robert Clarke, Li Chen |
| 2012 | A Normalized Criterion of Spatial Clustering in Model-Based Framework. | X. Z. Wang, Edith Grall-Mas, Pierre Beauseroy |
| 2012 | Using Twitter Content to Predict Psychopathy. | Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano, Chris Sumner |
| 2012 | A New Fixed-Overlap Partitioning Algorithm for Determining Stability of Bioinformatics Gene Rankers. | Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman |