| 2014 | A sparsity-based training algorithm for Least Squares SVM. | Jie Yang, Jun Ma |
| 2014 | Wolf search algorithm for attribute reduction in classification. | Waleed Yamany, Eid Emary, Aboul Ella Hassanien |
| 2014 | Novelty detection applied to the classification problem using Probabilistic Neural Network. | Balvant Yadav, V. Susheela Devi |
| 2014 | What can spatial collectives tell us about their environment? | Zena Wood |
| 2014 | Precision-Recall-Optimization in Learning Vector Quantization Classifiers for Improved Medical Classification Systems. | Thomas Villmann, Marika Kaden, Mandy Lange, Paul Sturmer, Wieland Hermann |
| 2014 | Sensor dynamics in high dimensional phase spaces via nonlinear transformations: Application to helicopter loads monitoring. | Julio J. Valds, Catherine Cheung, Matthew Li |
| 2014 | Patient level analytics using self-organising maps: A case study on Type-1 Diabetes self-care survey responses. | Santosh Tirunagari, Norman Poh, Kouros Aliabadi, David Windridge, Deborah Cooke |
| 2014 | BioHCDP: A Hybrid Constituency-Dependency Parser for Biological NLP information extraction. | Kamal Taha, Mohammed Al Zaabi |
| 2014 | Tibetan-Chinese cross language named entity extraction based on comparable corpus and naturally annotated resources. | Yuan Sun, Wenbin Guo, Xiaobing Zhao |
| 2014 | Optimization of the type-1 and interval type-2 fuzzy integrators in Ensembles of ANFIS models for prediction of the Dow Jones time series. | Jesus Soto, Patricia Melin, Oscar Castillo |
| 2014 | Comparing datasets by attribute alignment. | Jakub Smd, Roman Neruda |
| 2014 | Predicting student success based on prior performance. | Ahmad Slim, Gregory L. Heileman, Jarred Kozlick, Chaouki T. Abdallah |
| 2014 | A density-based clustering of the Self-Organizing Map using graph cut. | Leonardo Enzo Brito da Silva, Jos Alfredo Ferreira Costa |
| 2014 | Detecting and profiling sedentary young men using machine learning algorithms. | Pekka Siirtola, Riitta Pyky, Riikka Ahola, Heli Koskimki, Timo Jms, Raija Korpelainen, Juha Rning |
| 2014 | Aggregating predictions vs. aggregating features for relational classification. | Oliver Schulte, Kurt Routley |
| 2014 | Weighted feature-based classification of time series data. | Penugonda Ravikumar, V. Susheela Devi |
| 2014 | Matching social network biometrics using geo-analytical behavioral modeling. | Mark Rahmes, Kevin L. Fox, John Delay, Gran Roe |
| 2014 | To what extend can we predict students' performance? A case study in colleges in South Africa. | Norman Poh, Ian Smythe |
| 2014 | GoldMiner: A genetic programming based algorithm applied to Brazilian Stock Market. | Alexandre Pimenta, Frederico Gadelha Guimares, Eduardo G. Carrano, Ciniro Aparecido Leite Nametala, Ricardo H. C. Takahashi |
| 2014 | Generalized kernel framework for unsupervised spectral methods of dimensionality reduction. | Diego Hernn Peluffo-Ordez, John Aldo Lee, Michel Verleysen |
| 2014 | Automatic relevance source determination in human brain tumors using Bayesian NMF. | Sandra Ortega-Martorell, Ivn Olier, Margarida Juli-Sap, Carles Ars, Paulo J. G. Lisboa |
| 2014 | Semi-supervised source extraction methodology for the nosological imaging of glioblastoma response to therapy. | Sandra Ortega-Martorell, Ivn Olier, Teresa Delgado-Goni, Magdalena Ciezka, Margarida Juli-Sap, Paulo J. G. Lisboa, Carles Ars |
| 2014 | Facial image clustering in stereo videos using local binary patterns and double spectral analysis. | Georgios Orfanidis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas |
| 2014 | Experimental studies on indoor sign recognition and classification. | Zhen Ni, Siyao Fu, Bo Tang, Haibo He, Xinming Huang |
| 2014 | Evaluating topic quality using model clustering. | Vineet Mehta, Rajmonda Sulo Caceres, Kevin M. Carter |