| 2013 | Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception. | Enkelejda Tafaj, Thomas C. Kbler, Gjergji Kasneci, Wolfgang Rosenstiel, Martin Bogdan |
| 2013 | Independent Component Analysis Filtration for Value at Risk Modelling. | Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski |
| 2013 | OSA: One-Class Recursive SVM Algorithm with Negative Samples for Fault Detection. | Mikhail Suvorov, Sergey Ivliev, Garegin Markarian, Denis Kolev, Dmitry Zvikhachevskiy, Plamen Angelov |
| 2013 | Using the Analytic Feature Framework for the Detection of Occluded Objects. | Marvin Struwe, Stephan Hasler, Ute Bauer-Wersing |
| 2013 | Unsupervised Online Calibration of a c-VEP Brain-Computer Interface (BCI). | Martin Spler, Wolfgang Rosenstiel, Martin Bogdan |
| 2013 | A Low-Energy Implementation of Finite Automata by Optimal-Size Neural Nets. | Jir Sma |
| 2013 | Wind Power Resource Estimation with Deep Neural Networks. | Frank Sehnke, Achim Strunk, Martin Felder, Joris Brombach, Anton Kaifel, Jon Meis |
| 2013 | Efficient Baseline-Free Sampling in Parameter Exploring Policy Gradients: Super Symmetric PGPE. | Frank Sehnke |
| 2013 | An Analytical Approach to Single Node Delay-Coupled Reservoir Computing. | Johannes Schumacher, Hazem Toutounji, Gordon Pipa |
| 2013 | Learning Sensorimotor Transformations with Dynamic Neural Fields. | Yulia Sandamirskaya, Jrg Conradt |
| 2013 | Coordinated Rule Acquisition of Decision Making on Supply Chain by Exploitation-Oriented Reinforcement Learning - -Beer Game as an Example-. | Fumiaki Saitoh, Akihide Utani |
| 2013 | Time-Series Forecasting of Indoor Temperature Using Pre-trained Deep Neural Networks. | Pablo Romeu, Francisco Zamora-Martnez, Paloma Botella-Rocamora, Juan Pardo |
| 2013 | Feature Selection for Neural Network-Based Interval Forecasting of Electricity Demand Data. | Mashud Rana, Irena Koprinska, Abbas Khosravi |
| 2013 | Wavelet Neural Networks for Electricity Load Forecasting - Dealing with Border Distortion and Shift Invariance. | Mashud Rana, Irena Koprinska |
| 2013 | A Distributed Learning Algorithm Based on Frontier Vector Quantization and Information Theory. | Diego Peteiro-Barral, Bertha Guijarro-Berdias |
| 2013 | Hearing Aid Classification Based on Audiology Data. | Christo Panchev, Muhammad Naveed Anwar, Michael Oakes |
| 2013 | Applying General-Purpose Data Reduction Techniques for Fast Time Series Classification. | Stefanos Ougiaroglou, Leonidas Karamitopoulos, Christos Tatoglou, Georgios Evangelidis, Dimitrios Dervos |
| 2013 | The Imbalance Network and Incremental Evolution for Mobile Robot Nervous System Design. | Paul Olivier, Juan-Manuel Moreno Arstegui |
| 2013 | Local Detection of Communities by Neural-Network Dynamics. | Hiroshi Okamoto |
| 2013 | Fast Approximation Method for Gaussian Process Regression Using Hash Function for Non-uniformly Distributed Data. | Yuya Okadome, Yutaka Nakamura, Yumi Shikauchi, Shin Ishii, Hiroshi Ishiguro |
| 2013 | Comparison on Late Fusion Methods of Low Level Features for Content Based Image Retrieval. | Nikolay N. Neshov |
| 2013 | Learning of Lateral Interactions for Perceptual Grouping Employing Information Gain. | Martin Meier, Robert Haschke, Helge J. Ritter |
| 2013 | EEG Dataset Reduction and Classification Using Wave Atom Transform. | Ignas Martisius, Darius Birvinskas, Robertas Damasevicius, Vacius Jusas |
| 2013 | A Combination of Hand-Crafted and Hierarchical High-Level Learnt Feature Extraction for Music Genre Classification. | Julien N. P. Martel, Toru Nakashika, Christophe Garcia, Khalid Idrissi |
| 2013 | A Software Framework for Cognition, Embodiment, Dynamics, and Autonomy in Robotics: Cedar. | Oliver Lomp, Stephan Klaus Ulrich Zibner, Mathis Richter, Iaki Ra, Gregor Schner |