| 2014 | Information Theoretic Feature Selection in Multi-label Data through Composite Likelihood. | Konstantinos Sechidis, Nikolaos Nikolaou, Gavin Brown |
| 2014 | Max-Correlation Embedding Computation. | Antonio Robles-Kelly |
| 2014 | Improving Approximate Graph Edit Distance Using Genetic Algorithms. | Kaspar Riesen, Andreas Fischer, Horst Bunke |
| 2014 | Matching Similarity for Keyword-Based Clustering. | Mohammad Rezaei, Pasi Frnti |
| 2014 | Regular Decomposition of Multivariate Time Series and Other Matrices. | Hannu Reittu, Flp Bazs, Robert Weiss |
| 2014 | About Combining Metric Learning and Prototype Generation. | Adrin Prez-Suay, Francesc J. Ferri, Miguel Arevalillo-Herrez, Jess V. Albert |
| 2014 | Fast Gradient Computation for Learning with Tensor Product Kernels and Sparse Training Labels. | Tapio Pahikkala |
| 2014 | On Parallel Lines in Noisy Forms. | George Nagy |
| 2014 | Majority Vote of Diverse Classifiers for Late Fusion. | Emilie Morvant, Amaury Habrard, Stphane Ayache |
| 2014 | Weighted Mean Assignment of a Pair of Correspondences Using Optimisation Functions. | Carlos Francisco Moreno-Garca, Francesc Serratosa |
| 2014 | Designing LDPC Codes for ECOC Classification Systems. | Claudio Marrocco, Francesco Tortorella |
| 2014 | Balanced K-Means for Clustering. | Mikko I. Malinen, Pasi Frnti |
| 2014 | Tracking System with Re-identification Using a RGB String Kernel. | Amal Mahboubi, Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento |
| 2014 | Who Is Missing? A New Pattern Recognition Puzzle. | Ludmila I. Kuncheva, Aaron S. Jackson |
| 2014 | Structural Human Shape Analysis for Modeling and Recognition. | Chutisant Kerdvibulvech, Koichiro Yamauchi |
| 2014 | On Cross-Validation for MLP Model Evaluation. | Tommi Krkkinen |
| 2014 | Flip-Flop Sublinear Models for Graphs. | Brijnesh J. Jain |
| 2014 | Statistical Method for Semantic Segmentation of Dominant Plane from Remote Exploration Image Sequence. | Shun Inagaki, Atsushi Imiya |
| 2014 | Nonlinear Discriminant Analysis Based on Probability Estimation by Gaussian Mixture Model. | Akinori Hidaka, Takio Kurita |
| 2014 | Properties of Object-Level Cross-Validation Schemes for Symmetric Pair-Input Data. | Juho Heimonen, Tapio Salakoski, Tapio Pahikkala |
| 2014 | A Comparison of Categorical Attribute Data Clustering Methods. | Ville Hautamki, Antti Pllnen, Tomi Kinnunen, Kong-Aik Lee, Haizhou Li, Pasi Frnti |
| 2014 | Evaluating Classification Performance with only Positive and Unlabeled Samples. | Siamak Hajizadeh, Zili Li, Rolf P. B. J. Dollevoet, David M. J. Tax |
| 2014 | Incorporating Molecule's Stereisomerism within the Machine Learning Framework. | Pierre-Anthony Grenier, Luc Brun, Didier Villemin |
| 2014 | Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks. | Benoit Gazre, Sbastien Bougleux, Kaspar Riesen, Luc Brun |
| 2014 | Texture Synthesis: From Convolutional RBMs to Efficient Deterministic Algorithms. | Qi Gao, Stefan Roth |