| 2012 | Mean Aggregation versus Robust Rank Aggregation for Ensemble Gene Selection. | Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman |
| 2012 | Incorporating Gene Significance in the Impact Analysis of Signaling Pathways. | Calin Voichita, Michele Donato, Sorin Draghici |
| 2012 | Estimation of Susceptibility to Landslides Using Neural Networks Based on the FALCON-ART Model. | lvaro Viloria, C. Chang, Maria Corina Pineda Socorro, Jess Viloria |
| 2012 | ICMLA Face Recognition Challenge - Results of the Team Computational Intelligence Mittweida. | Thomas Villmann, Marika Kstner, David Nebel, Martin Riedel |
| 2012 | Monte Carlo Tree Search for Bayesian Reinforcement Learning. | Ngo Anh Vien, Wolfgang Ertel |
| 2012 | Measuring the Spatial Error in Load Forecasting for Electrical Distribution Planning as a Problem of Transporting the Surplus to the In-Deficit Locations. | Douglas A. G. Vieira, M. M. A. Cabral, T. V. Menezes, B. E. Silva, Adriano Chaves Lisboa |
| 2012 | pRBF Kernels: A Framework for the Incorporation of Task-Specific Properties into Support Vector Methods. | Antoine Veillard, Daniel Racoceanu, Stphane Bressan |
| 2012 | SVM-based Framework for the Robust Extraction of Objects from Histopathological Images Using Color, Texture, Scale and Geometry. | Antoine Veillard, Stphane Bressan, Daniel Racoceanu |
| 2012 | Backtracking for More Efficient Large Scale Dynamic Programming. | Charles Tripp, Ross D. Shachter |
| 2012 | Approach to Control of the Output Voltage in Renewable Energy Sources on the Basis of AE-method Using Genetic Algorithm. | Viktor Ten, N. T. Isembergenov, Y. Akhmetbekov, D. Sarbassov, A. Iglikov, B. T. Matkarimov |
| 2012 | Risk Estimation in Spatial Disease Clusters: An RBF Network Approach. | Fernanda C. Takahashi, Ricardo H. C. Takahashi |
| 2012 | Bias Selection Using Task-Targeted Random Subspaces for Robust Application of Graph-Based Semi-supervised Learning. | Christopher T. Symons, Ranga Raju Vatsavai, Goo Jun, Itamar Arel |
| 2012 | A Comparison of Graph Embedding Methods for Vertex Nomination. | Ming Sun, Minh Tang, Carey E. Priebe |
| 2012 | Predicting Dark Triad Personality Traits from Twitter Usage and a Linguistic Analysis of Tweets. | Chris Sumner, Alison Byers, Rachel Boochever, Gregory J. Park |
| 2012 | Minimal Norm Support Vector Machines for Large Classification Tasks. | Robert Strack, Vojislav Kecman |
| 2012 | O-linked Glycosylation Site Prediction Using Ensemble of Graphical Models. | Aditya Sriram, Feng Luo |
| 2012 | Balancing Public Cycle Sharing Schemes Using Independent Learners. | Jeremiah Smith, Luke Dickens, Krysia Broda |
| 2012 | Predicting Congressional Votes Based on Campaign Finance Data. | Samuel Smith, Jae Yeon (Claire) Baek, Zhaoyi Kang, Dawn Song, Laurent El Ghaoui, Mario Frank |
| 2012 | Semi-Supervised Learning on Single-View Datasets by Integration of Multiple Co-trained Classifiers. | Jelena Slivka, Ping Zhang, Aleksandar Kovacevic, Zora Konjovic, Zoran Obradovic |
| 2012 | Finding Survival Groups in SEER Lung Cancer Data. | Iryna Skrypnyk |
| 2012 | Effective Enrichment of Gene Expression Data Sets. | Utku Sirin, Utku Erdogdu, Mehmet Tan, Faruk Polat, Reda Alhajj |
| 2012 | Large Scale URL-based Classification Using Online Incremental Learning. | Nidhi Singh, Harsimrat Sandhawalia, Nicolas Monet, Herv Poirier, Jean-Marc Coursimault |
| 2012 | Online Ensemble Learning Approach for Server Workload Prediction in Large Datacenters. | Nidhi Singh, Shrisha Rao |
| 2012 | An Analysis of Machine Learning Methods for Spam Host Detection. | Renato Moraes Silva, Akebo Yamakami, Tiago A. Almeida |
| 2012 | Evolving Neural Fuzzy Network with Adaptive Feature Selection. | Alisson Marques Silva, Walmir Matos Caminhas, Andr Paim Lemos, Fernando A. C. Gomide |