| 2014 | Context- and cost-aware feature selection in ultra-low-power sensor interfaces. | Steven Lauwereins, Komail M. H. Badami, Wannes Meert, Marian Verhelst |
| 2014 | Applications of lp-Norms and their Smooth Approximations for Gradient Based Learning Vector Quantization. | Mandy Lange, Dietlind Zhlke, Olaf Holz, Thomas Villmann |
| 2014 | A robust regularization path for the Doubly Regularized Support Vector Machine. | Antoine Lachaud, Stphane Canu, David Mercier, Frdric Suard |
| 2014 | Segmented shape-symbolic time series representation. | Herbert Teun Kruitbosch, Ioannis Giotis, Michael Biehl |
| 2014 | Misclassification of class C G-protein-coupled receptors as a label noise problem. | Caroline Knig, Alfredo Vellido Alcacena, Ren Alquzar Mancho, Jess Giraldo |
| 2014 | An Optimized Learning Algorithm Based on Linear Filters Suitable for Hardware implemented Self-Organizing Maps. | Marta Kolasa, Rafal Dlugosz, Tomasz Talaska, Witold Pedrycz |
| 2014 | Improved Cat Swarm Optimization approach applied to reliability-redundancy problem. | Carlos Eduardo Klein, Leandro dos Santos Coelho, ngelo M. O. Sant'Anna, Roberto Zanetti Freire, Viviana Cocco Mariani |
| 2014 | Supporting GNG-based clustering with local input space histograms. | Jochen Kerdels, Gabriele Peters |
| 2014 | Region of interest detection using MLP. | Tommi Krkkinen, Alexandr V. Maslov, Pekka Wartiainen |
| 2014 | Optimization of General Statistical Accuracy Measures for Classification Based on Learning Vector Quantization. | Marika Kaden, Wieland Hermann, Thomas Villmann |
| 2014 | Reweighted l1 Dual Averaging Approach for Sparse Stochastic Learning. | Vilen Jumutc, Johan A. K. Suykens |
| 2014 | An Extreme Learning Approach to Active Learning. | Euler G. Horta, Antnio de Pdua Braga |
| 2014 | Learning and modeling big data. | Barbara Hammer, Haibo He, Thomas Martinetz |
| 2014 | Beyond histograms: why learned structure-preserving descriptors outperform HOG. | Thomas Guthier, Volker Willert, Julian Eggert |
| 2014 | Spiking Neural Networks: Principles and Challenges. | Andr Grning, Sander M. Boht |
| 2014 | Advances on Weightless Neural Systems. | Massimo De Gregorio, Felipe M. G. Frana, Priscila M. V. Lima, Wilson Rosa de Oliveira |
| 2014 | Speedy greedy feature selection: Better redshift estimation via massive parallelism. | Fabian Gieseke, Kai Lars Polsterer, Cosmin Eugen Oancea, Christian Igel |
| 2014 | NMF-Density: NMF-Based Breast Density Classifier. | Lahouari Ghouti, Abdullah Owaidh |
| 2014 | Mobility Prediction Using Fully-Complex Extreme Learning Machines. | Lahouari Ghouti |
| 2014 | Byte The Bullet: Learning on Real-World Computing Architectures. | Alessandro Ghio, Luca Oneto |
| 2014 | Extreme learning machines for Internet traffic classification. | Joseph Ghafari, Emmanuel Herbert, Stphane Sncal, Daniel Migault, Stanislas Francfort, Ting Liu |
| 2014 | An application of the temporal difference algorithm to the truck backer-upper problem. | Christopher J. Gatti, Mark J. Embrechts |
| 2014 | Classifying Patterns in a Spiking Neural Network. | Brian Gardner, Andr Grning |
| 2014 | A comprehensive introduction to label noise. | Benot Frnay, Ata Kabn |
| 2014 | A new model selection approach for the ELM network using metaheuristic optimization. | Ananda Freire, Guilherme A. Barreto |