| 2010 | Time Series Forecasting by Evolving Artificial Neural Networks Using "Shuffle", Cross-Validation and Ensembles. | Juan Peralta, Germn Gutirrez, Araceli Sanchis |
| 2010 | Selection of Training Data for Locally Recurrent Neural Network. | Krzysztof Patan, Maciej Patan |
| 2010 | No Stopping and No Slowing: Removing Visual Attention with No Effect on Reversals of Phenomenal Appearance. | Alexander Pastukhov, Victoria Vonau, Jochen Braun |
| 2010 | Deep Bottleneck Classifiers in Supervised Dimension Reduction. | Elina Parviainen |
| 2010 | Neural Networks Regression Inductive Conformal Predictor and Its Application to Total Electron Content Prediction. | Harris Papadopoulos, Haris Haralambous |
| 2010 | Snap-Drift Self Organising Map. | Dominic Palmer-Brown, Chrisina Draganova |
| 2010 | Micro Nucleus Detection in Human Lymphocytes Using Convolutional Neural Network. | Ihor Paliy, Francesco Lamonaca, Volodymyr Turchenko, Domenico Grimaldi, Anatoly Sachenko |
| 2010 | A Neural Approach to Image Thresholding. | Ahmed A. Othman, Hamid R. Tizhoosh |
| 2010 | Autonomous Generation of Internal Representations for Associative Learning. | Michal Garcia Ortiz, Benjamin Dittes, Jannik Fritsch, Alexander Rainer Tassilo Gepperth |
| 2010 | IF-Inference Systems Design for Prediction of Ozone Time Series: The Case of Pardubice Micro-region. | Vladimr Olej, Petr Hjek |
| 2010 | Multi Class Semi-Supervised Classification with Graph Construction Based on Adaptive Metric Learning. | Shogo Okada, Toyoaki Nishida |
| 2010 | Machine Learning Approaches for Time-Series Data Based on Self-Organizing Incremental Neural Network. | Shogo Okada, Osamu Hasegawa, Toyoaki Nishida |
| 2010 | Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks. | Lucia Di Noi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi |
| 2010 | Efficient Confidence Bounds for RBF Networks for Sparse and High Dimensional Data. | Abner Rodrigues Neto, Mauro Roisenberg, Guenther Schwedersky Neto |
| 2010 | A BCI System Based on Orthogonalized EEG Data and Multiple Multilayer Neural Networks in Parallel Form. | Kenji Nakayama, Hiroki Horita, Akihiro Hirano |
| 2010 | Three-Layer Feedforward Structures Smoothly Approximating Polynomial Functions. | Yuichi Nakamura, Masahiro Nakagawa |
| 2010 | Sentence Extraction by Graph Neural Networks. | Donatella Muratore, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi |
| 2010 | Sliding Mode Control of Robot Based on Neural Network Model with Positive Definite Inertia Matrix. | Jakub Mozaryn, Jerzy E. Kurek |
| 2010 | The DAMNED Simulator for Implementing a Dynamic Model of the Network Controlling Saccadic Eye Movements. | Anthony Mouraud, Alain Guillaume, Hlne Paugam-Moisy |
| 2010 | Fault Severity Estimation in Rotating Mechanical Systems Using Feature Based Fusion and Self-Organizing Maps. | Dimitrios Moshou, Dimitrios Kateris, Nader Sawalhi, Spyridon Loutridis, Ioannis Gravalos |
| 2010 | The Dynamics of a Neural Network of Coupled Phase Oscillators with Synaptic Plasticity Controlling a Minimally Cognitive Agent. | Renan Cipriano Moioli, Patrcia Amncio Vargas, Phil Husbands |
| 2010 | Teaching Humanoids to Imitate 'Shapes' of Movements. | Vishwanathan Mohan, Giorgio Metta, Jacopo Zenzeri, Pietro Morasso |
| 2010 | Investigating Pollen Data with the Aid of Fuzzy Methods. | Nikolaos E. Mitrakis, Kostas D. Karatzas, Siegfried Jaeger |
| 2010 | A Directional Laplacian Density for Underdetermined Audio Source Separation. | Nikolaos Mitianoudis |
| 2010 | Application of Semi-Bayesian Neural Networks in the Identification of Load Causing Beam Yielding. | Bartosz Miller |