| 2014 | Learning Score Systems for Patient Mortality Prediction in Intensive Care Units via Orthogonal Matching Pursuit. | Aadirupa Saha, Chandrahas Dewangan, Harikrishna Narasimhan, Sriram Sampath, Shivani Agarwal |
| 2014 | Using k-Nearest Neighbor and Speaker Ranking for Phoneme Prediction. | Muhammad Rizwan, David V. Anderson |
| 2014 | OUPS: A Combined Approach Using SMOTE and Propensity Score Matching. | William A. Rivera, Amit Goel, J. Peter Kincaid |
| 2014 | Supervised Music Chord Recognition. | Imad Rida, Romain Hrault, Gilles Gasso |
| 2014 | Arctic Sea Ice Extent Forecasting Using Support Vector Regression. | Tyler G. R. Reid, Paul M. Tarantino |
| 2014 | Multi-variable Neural Network Forecasting Using Two Stage Feature Selection. | Rohit Rawat, Kunal Vora, Michael T. Manry, Gautam Eapi |
| 2014 | Q-Learning: From Computer Network Security to Software Security. | Arisoa S. Randrianasolo, Larry D. Pyeatt |
| 2014 | Machine-Sourced Segmentations vs. Expert-Sourced Segmentations for the Classification of Lung Nodules with Outlier Removal. | Mayra Alejandra Molina Puentes, Jacob Furst, Daniela Stan Raicu |
| 2014 | A Knowledge Growth and Consolidation Framework for Lifelong Machine Learning Systems. | Fernando Martnez-Plumed, Csar Ferri, Jos Hernndez-Orallo, M. Jos Ramrez-Quintana |
| 2014 | Improved Selection of Auxiliary Objectives Using Reinforcement Learning in Non-stationary Environment. | Irina Petrova, Arina Buzdalova, Maxim Buzdalov |
| 2014 | A Clustering-Based Grouping Model for Enhancing Collaborative Learning. | Yulei Pang, Feiya Xiao, Huaying Wang, Xiaozhen Xue |
| 2014 | Post-Processing Association Rules Using Networks and Transductive Learning. | Renan de Padua, Solange Oliveira Rezende, Veronica Oliveira de Carvalho |
| 2014 | A Better Case Adaptation Method for Case-Based Effort Estimation Using Multi-objective Optimization. | Ali Bou Nassif, Shadi Banitaan |
| 2014 | Assessment of Different Image Clutter Metrics Using Multivariate Analyses and Neurofuzzy System. | Deok Hee Nam, Harpreet Singh |
| 2014 | A Comparison of Supervised Machine Learning Techniques for Predicting Short-Term In-Hospital Length of Stay among Diabetic Patients. | April Morton, Eman Marzban, Georgios Giannoulis, Ayush Patel, Rajender Aparasu, Ioannis A. Kakadiaris |
| 2014 | Ensemble Statistical and Heuristic Models for Unsupervised Word Alignment. | Mahsa Mohaghegh, Hossein Sarrafzadeh, Mehdi Mohammadi |
| 2014 | Adaptive Restructuring of Radial Basis Functions Using Integrate-and-Fire Neurons. | Jeremy A. Marvel |
| 2014 | Transient Characteristics of DC-DC Converter with PID Parameters Selection and Neural Network Control. | Hidenori Maruta, Daiki Mitsutake, Fujio Kurokawa |
| 2014 | A Cyclic Contrastive Divergence Learning Algorithm for High-Order RBMs. | Dingsheng Luo, Yi Wang, Xiaoqiang Han, Xihong Wu |
| 2014 | Dynamic Inclusion of New Event Types in Visual Inspection Using Evolving Classifiers. | Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Thomas Radauer |
| 2014 | A Machine Learning Approach to Combining Individual Strength and Team Features for Team Recommendation. | Haibin Liu, Mu Qiao, Daniel B. Greenia, Rama Akkiraju, Stephen Dill, Taiga Nakamura, Yang Song, Hamid R. Motahari Nezhad |
| 2014 | Modelling Mutual Information between Voiceprint and Optimal Number of Mel-Frequency Cepstral Coefficients in Voice Discrimination. | Kin Wah Edward Lin, Tian Feng, Natalie Agus, Clifford So, Simon Lui |
| 2014 | Visualising Singing Style under Common Musical Events Using Pitch-Dynamics Trajectories and Modified TRACLUS Clustering. | Kin Wah Edward Lin, Hans Anderson, Natalie Agus, Clifford So, Simon Lui |
| 2014 | Implementation of Machine Learning for Classifying Hemiplegic Gait Disparity through Use of a Force Plate. | Robert LeMoyne, Wesley T. Kerr, Timothy Mastroianni, Anthony L. Hessel |
| 2014 | Adding Diversity to Rank Examples in Anytime Nearest Neighbor Classification. | Cristiano Incio Lemes, Diego Furtado Silva, Gustavo E. A. P. A. Batista |