| 2010 | A 5-chunk developmental brain-mind network model for multiple events in complex backgrounds. Juyang Weng |
| 2010 | A Bayesian framework for active learning. Richard Fredlund, Richard M. Everson, Jonathan E. Fieldsend |
| 2010 | A Cost Function Based Single Network Adaptive Critic architecture for optimal control synthesis for a class of nonlinear systems. Jie Ding, S. N. Balakrishnan, Frank L. Lewis |
| 2010 | A Force Field Driven SOM for boundary detection. Yu He, Songhua Xu, Willard L. Miranker |
| 2010 | A Neuronal Multisensory Processing Simulator. Hun Ki Lim, Leslie P. Keniston, Joo Heon Shin, Cao D. Nguyen, M. Alex Meredith, Krzysztof J. Cios |
| 2010 | A Parallel Perceptron network for classification with direct calculation of the weights optimizing error and margin. Manuel Fernández Delgado, Jorge Ribeiro, Eva Cernadas, Senén Barro |
| 2010 | A Recurrent S_CMAC_GBF based estimation for global solar radiation from environmental information. Chih-Wei Lu, Chia-Yen Hsieh, Ching-Tsan Chiang |
| 2010 | A T-S Fuzzy Logic Controller for biped robot walking based on adaptive network fuzzy inference system. Selene L. Cardenas-Maciel, Oscar Castillo, Luis T. Aguilar, Juan R. Castro |
| 2010 | A bidirectional associative memory based on cortical spiking neurons using temporal coding. Masood Zamani, Alireza Sadeghian, Sylvain Chartier |
| 2010 | A biologically inspired associative memory for artificial olfaction. Miquel Tarzan-Lorente, Agustin Gutierrez-Galvez, Dominique Martinez, Santiago Marco |
| 2010 | A classifier with clustered sub classes for the classification of suspicious areas in digital mammograms. Peter McLeod, Brijesh K. Verma |
| 2010 | A clustering ensemble method for clustering mixed data. Jamil Alshaqsi, Wenjia Wang |
| 2010 | A cognitive developmental robotics architecture for lifelong learning by evolution in real robots. Francisco Bellas, Andrés Faiña, Gervasio Varela, Richard J. Duro |
| 2010 | A columnar primary visual cortex (V1) model emulation using a PS3 Cell-BE array. Michael J. Moore, Richard W. Linderman, Morgan Bishop, Robinson E. Pino |
| 2010 | A comparative study of machine learning techniques in blog comments spam filtering. Christian Romero, José Mario García Valdez, Arnulfo Alanis Garza |
| 2010 | A comparative study of urban traffic signal control with reinforcement learning and Adaptive Dynamic Programming. Yujie Dai, Dongbin Zhao, Jianqiang Yi |
| 2010 | A competitive network for multi-object selection. Drazen Domijan |
| 2010 | A complexity based Silent Pruning Algorithm. Sultan Uddin Ahmed, Md. Fazle Elahi Khan, M. Shahjahan, Kazuyuki Murase |
| 2010 | A component based approach improves classification of discrete facial expressions over a holistic approach. Kenny Hong, Stephan K. Chalup, Robert A. R. King |
| 2010 | A comprehensive comparison of ML algorithms for gene expression data classification. Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares |
| 2010 | A computational model of adults' performance in naming objects using cross-situational learning. José Fernando Fontanari, Leonid I. Perlovsky |
| 2010 | A customer intention aware system for document analysis. Jie Ji, Daichi Kunita, Qiangfu Zhao |
| 2010 | A distributed model of memory for the McGurk effect. Ioana Sporea, André Grüning |
| 2010 | A fast shape retrieval using dendrogram. Michikazu Kikugawa, Won-Du Chang, Soonwook Hwang, Jungpil Shin |
| 2010 | A framework for developing Neural Networks based mobile appliances. Paolo Motto Ros, Eros Pasero |
| 2010 | A fuzzy associative memory based on Kosko's subsethood measure. Estevão Laureano Esmi, Peter Sussner |
| 2010 | A generalized Markov Chain modeling approach for on board applications. Dimitar P. Filev, Ilya V. Kolmanovsky |
| 2010 | A generic approach for learning performance assessment functions. Toni Palau, Simon Sigl, Andreas Kuhn, Helmut A. Mayer |
| 2010 | A geometric radial basis function network for tracking variant 3D transformations. Eduardo Bayro-Corrochano, Eduardo Vázquez-Santacruz |
| 2010 | A hierarchical GMDH-based polynomial neural network for handwritten numeral recognition using topological features. El-Sayed M. El-Alfy |
| 2010 | A hierarchical predictive scheme for incremental time-series classification. Vassilis Syrris, Vassilios Petridis |
| 2010 | A high order neural network to solve N-queens problem. Yuxin Ding, Ye Li, Min Xiao, Qing Wang, Dong Li |
| 2010 | A high performance SSVEP-BCI without gazing. M. A. Lopez-Gordo, Francisco J. Pelayo, Alberto Prieto |
| 2010 | A hybrid batch SOM-NG algorithm. Iván Machón González, Hilario López García, José Luís Calvo-Rolle |
| 2010 | A hybrid grey-fuzzy-neural networks model for enterprises' bankruptcy. Emil Scarlat, Camelia Delcea |
| 2010 | A hybrid method for novelty detection in time series based on states transitions and swarm intelligence. George G. Cabral, Adriano L. I. Oliveira |
| 2010 | A kernel k-means clustering method for symbolic interval data. Anderson F. B. F. da Costa, Bruno A. Pimentel, Renata M. C. R. de Souza |
| 2010 | A loss function for classification based on a robust similarity metric. Abhishek Singh, José C. Príncipe |
| 2010 | A low-power, high-resolution WTA utilizing translinear-loop pre-amplifier. Hung-Yi Hsieh, Kea-Tiong Tang, Zen-Huan Tsai, Hsin Chen |
| 2010 | A method to build a representation using a classifier and its use in a K Nearest Neighbors-based deployment. Vincent Lemaire, Marc Boullé, Fabrice Clérot, Pascal Gouzien |
| 2010 | A mixed-type self-organizing map with a dynamic structure. Wei-Shen Tai, Chung-Chian Hsu, Jong-Chen Chen |
| 2010 | A neural model approach for regularization in the mean estimation case. Sergio Decherchi, Mauro Parodi, Sandro Ridella |
| 2010 | A neural network method for prediction of 2006 World Cup Football Game. Kou-Yuan Huang, Wen-Lung Chang |
| 2010 | A neurocontrol for automatic reconstruction of facial displays. Max H. Garzon, Buvaneshwari Sivakumar |
| 2010 | A neurodynamic optimization approach to constrained sparsity maximization based on alternative objective functions. Zhishan Guo, Jun Wang |
| 2010 | A new approach for fuzzy feature extraction based on pixel's brightness. Miguel Lopez, Patricia Melin, Oscar Castillo |
| 2010 | A new approach for history matching of oil and gas reservoir. Simone C. Miyoshi, Dilza Szwarcman, Marley Maria Bernardes Rebuzzi Vellasco |
| 2010 | A new delayed projection neural network for solving quadratic programming problems. Bonan Huang, Huaguang Zhang, Zhanshan Wang, Meng Dong |
| 2010 | A new domain decomposition for B-spline Neural Networks. Cristiano Cabrita, António E. B. Ruano, László T. Kóczy |
| 2010 | A nonexclusive task decomposition method for modular neural networks. Victor Medeiros Outtes Alves, George D. C. Cavalcanti |
| 2010 | A novel constraint satisfaction problem solver for self-configuring distributed systems with highly dynamic behavior. Benjamin Satzger, Faruk Bagci, Theo Ungerer |
| 2010 | A novel ensemble classifier approach using weak classifier learning on overlapping clusters. Ashfaqur Rahman, Brijesh K. Verma |
| 2010 | A novel frequency band selection method for Common Spatial Pattern in Motor Imagery based Brain Computer Interface. Gufei Sun, Jinglu Hu, Gengfeng Wu |
| 2010 | A preliminary study on mutation operators in cooperative competitive algorithms for RBFN design. M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, Cristóbal J. Carmona, María José del Jesus |
| 2010 | A privacy attack that removes the majority of the noise from perturbed data. Michal Sramka |
| 2010 | A probabilistic framework for joint approximate diagonalization. Yoshitatsu Matsuda, Kazunori Yamaguchi |
| 2010 | A probabilistic method for hierarchical 2D-3D tracking. Chen Zhang, Julian Eggert |
| 2010 | A projection transform for non-Euclidean relational clustering. Isaac J. Sledge |
| 2010 | A quantified sensitivity measure of Radial Basis Function Neural Networks to input variation. Xianming Chen, Xiaoqin Zeng, Rong Chu, Shuiming Zhong |
| 2010 | A quantum-inspired hybrid methodology for financial time series prediction. Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio C. B. Soares |
| 2010 | A rebuilt clone elastic net algorithm for traveling salesman problem. Gang Yang, Junyan Yi, Xiaofeng Meng |
| 2010 | A roadmap for autonomous adaptive systems: The brain-guided attention (BGA) system. John G. Taylor |
| 2010 | A robotic eye controller based on cooperative neural agents. Oscar Chang, Pascual Campoy Cervera, Carol Martínez, Miguel A. Olivares-Méndez |
| 2010 | A robust reinforcement based self constructing neural network. Andreas Huemer, Mario Gongora, David A. Elizondo |
| 2010 | A robust wind turbine control using a Neural Network based wind speed estimator. Oscar Barambones |
| 2010 | A scalable reference-point based algorithm to efficiently search large chemical databases. Francesco Napolitano, Roberto Tagliaferri, Pierre Baldi |
| 2010 | A self-organizing approach to episodic memory modeling. Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk |
| 2010 | A self-regulated learning in Fully Complex-valued Radial Basis Function Networks. Ramaswamy Savitha, Suresh Sundaram, Narasimhan Sundararajan |
| 2010 | A spiking neural network alternative for the analog to digital converter. Jeffrey J. Lovelace, John T. Rickard, Krzysztof J. Cios |
| 2010 | A spiking neural network based on temporal encoding for electricity price time series forecasting in deregulated markets. Vishal Sharma, Dipti Srinivasan |
| 2010 | A strategy for dealing with missing values by using selective activation neurons in a multi-topology framework. Noel Lopes, Bernardete Ribeiro |
| 2010 | A study of the switching function of the Subthalamic Nucleus in saccade generation using a computational model of Basal Ganglia. Maithreye Rengaswamy, V. Srinivasa Chakravarthy |
| 2010 | A surface reconstruction method based on self-organizing maps and intrinsic Delaunay triangulation. Renata Lúcia Mendonça Ernesto do Rego, Aluízio Fausto Ribeiro Araújo |
| 2010 | A synergistic view of autonomous cognitive systems. Ali A. Minai, Mithun Perdoor, Kiran V. Byadarhaly, Suresh Vasa, Laxmi R. Iyer |
| 2010 | A unified framework for Volatile Organic Compound classification and regression. Mehmet K. Muezzinoglu, Alexander Vergara, Ramón Huerta |
| 2010 | A universally manipulable body model: Application of the MMC principle to a dual quaternion representation. Malte Schilling |
| 2010 | A variable-MDAV-based partitioning strategy to continuous multivariate microaggregation with genetic algorithms. Agusti Solanas, Úrsula González-Nicolás, Antoni Martínez-Ballesté |
| 2010 | ANN-based representation of parametric and residual uncertainty of models. Francesca Pianosi, Durga Lal Shrestha, Dimitri P. Solomatine |
| 2010 | Accelerated simulation of spiking neural networks using GPUs. Andreas Fidjeland, Murray Shanahan |
| 2010 | Accelerating neuro-evolution by compilation to native machine code. Nils T. Siebel, Andreas Jordt, Gerald Sommer |
| 2010 | Acquisition of adaptive walking behaviors using machine learning with Central Pattern Generator. Takahiro Sato, Kota Watanabe, Hajime Igarashi |
| 2010 | Active learning strategies using SVMs. Ming-Hen Tsai, Chia-Hua Ho, Chih-Jen Lin |
| 2010 | Active learning support vector machines to classify imbalanced reservoir simulation data. Tina Yu |
| 2010 | Activity discovery from video employing soft computing relations. Jose Luis Patino, François Brémond, Monique Thonnat |
| 2010 | Adaptive Dynamic Programming algorithm for finding online the equilibrium solution of the two-player zero-sum differential game. Draguna L. Vrabie, Frank L. Lewis |
| 2010 | Adaptive Normalization: A novel data normalization approach for non-stationary time series. Eduardo S. Ogasawara, Leonardo C. Martinez, Daniel de Oliveira, Geraldo Zimbrão, Gisele L. Pappa, Marta Mattoso |
| 2010 | Adaptive clustering of production state based on kernel entropy component analysis. Fei He, Min Li, Jianhong Yang, Jinwu Xu |
| 2010 | Adaptive dynamic programming for a class of discrete-time non-affine nonlinear systems with time-delays. Derong Liu, Qinglai Wei |
| 2010 | Adaptive on-line prediction soft sensing without historical data. Petr Kadlec, Bogdan Gabrys |
| 2010 | Adaptive washout filter design with human visual-vestibular based (HVVB) for VR-based motion simulator. Chin-I Huang |
| 2010 | Advances in structural modeling robust to outliers in explanatory and response variables. Vladyslav V. Shaposhnyk, Alessandro E. P. Villa, Tetiana Aksenova |
| 2010 | Affordable emerging computer hardware for neuromorphic computing applications. Morgan Bishop, Michael J. Moore, Daniel J. Burns, Robinson E. Pino, Richard W. Linderman |
| 2010 | Agents based approach for smart eco-home environments. Runhe Huang, Masahiro Itou, Toshihiro Tamura, Jianhua Ma |
| 2010 | Algorithm and software for simulation of spiking neural networks on the multi-chip SpiNNaker system. Xin Jin, Francesco Galluppi, Cameron Patterson, Alexander D. Rast, Sergio Davies, Steve Temple, Steve B. Furber |
| 2010 | Algorithm of Partition based Network Boosting for imbalanced data classification. Shuiping Gou, Hui Yang, Licheng Jiao, Xiong Zhuang |
| 2010 | Alpha-EM gives fast Hidden Markov Model estimation: Derivation and evaluation of alpha-HMM. Yasuo Matsuyama, Ryunosuke Hayashi |
| 2010 | Ambient living activity recognition based on feature-set ranking using intelligent systems. Oresti Baños, Héctor Pomares, Ignacio Rojas |
| 2010 | An ANN based automatic hyperspectral image processing system with adaptive dimensionality reduction. Alberto Prieto, Daniel Souto, Richard J. Duro, Fernando López-Peña |
| 2010 | An EEG-based classification system of Passenger's motion sickness level by using feature extraction/selection technologies. Yi-Hsin Yu, Pei-Chen Lai, Li-Wei Ko, Chun-Hsiang Chuang, Bor-Chen Kuo, Chin-Teng Lin |
| 2010 | An Evolutionary Robotics 3D model for autonomous MAVs navigation, target tracking and group coordination. Fabio Ruini, Angelo Cangelosi |
| 2010 | An Improved Online quasi-Newton method for robust training and its application to microwave neural network models. Hiroshi Ninomiya |
| 2010 | An MDM solver for the nearest point problem in Scaled Convex Hulls. Jorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro |
| 2010 | An adaptive Normalized Gaussian Network and its application to online category learning. Claudius Gläser, Frank Joublin |
| 2010 | An anomaly detection system using a GHSOM-1. Esteban J. Palomo, Juan Miguel Ortiz-de-Lazcano-Lobato, Enrique Domínguez, Rafael Marcos Luque |
| 2010 | An associative memory system for incremental learning and temporal sequence. Furao Shen, Hui Yu, Wataru Kasai, Osamu Hasegawa |
| 2010 | An autonomous incremental learning algorithm of Resource Allocating Network for online pattern recognition. Seiichi Ozawa, Sho Nakasaka, Asim Roy |
| 2010 | An efficient ICA approach based on neural network framework for biomedical applications. Yue-Der Lin, Chih-Yu Hsu, Hung-Yun Chen, Kuo-Kun Tseng |
| 2010 | An emergent attractors model for idea generation process. Simona Doboli, Vincent R. Brown |
| 2010 | An ensemble based incremental learning framework for concept drift and class imbalance. Gregory Ditzler, Robi Polikar |
| 2010 | An ensemble classifier for offline cursive character recognition using multiple feature extraction techniques. Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang |
| 2010 | An evaluation of neural network ensembles and model selection for time series prediction. Devon K. Barrow, Sven F. Crone, Nikolaos Kourentzes |
| 2010 | An experimental comparison of linear non-Gaussian causal discovery methods and their variants. Yasuhiro Sogawa, Shohei Shimizu, Yoshinobu Kawahara, Takashi Washio |
| 2010 | An genetic approach to Support Vector Machines in classification problems. Carlos Alberto de Araújo Padilha, Naiyan Hari Cândido Lima, Adrião Duarte Dória Neto, Jorge Dantas de Melo |
| 2010 | An image recognition based on neural oscillator network. Kenta Hoshino, Hajime Igarashi |
| 2010 | An improved SOM-based visualization technique for DNA microarray data analysis. Jagdish Chandra Patra, Jacob A. Abraham, Pramod Kumar Meher, Goutam Chakraborty |
| 2010 | An improved multi-label classification based on label ranking and delicate boundary SVM. Benhui Chen, Weifeng Gu, Jinglu Hu |
| 2010 | An increasing hybrid morphological-linear perceptron with pseudo-gradient-based learning and phase adjustment for financial time series prediction. Ricardo de A. Araújo, Peter Sussner |
| 2010 | An incremental learning method for neural networks in adaptive environments. Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
| 2010 | An information theoretic approach for in-situ underwater target classification. Mahmood R. Azimi-Sadjadi, Neil Wachowski |
| 2010 | An insect brain computational model inspired by Drosophila melanogaster: Architecture description. Paolo Arena, Christian Berg, Luca Patané, Ronald Strauss, Pietro Savio Termini |
| 2010 | An insect brain computational model inspired by Drosophila melanogaster: Simulation results. Paolo Arena, Luca Patané, Pietro Savio Termini |
| 2010 | An instruction language for the explicit programming of axonal growth patterns. Frederic Zubler, Rodney J. Douglas |
| 2010 | An integrated computational model of the two phase theory of classical conditioning. Martin Inderbitzin, Ivan Herreros-Alonso, Paul F. M. J. Verschure |
| 2010 | An integrated incremental self-organizing map and hierarchical neural network approach for cognitive radio learning. Qiao Cai, Sheng Chen, Xiaochen Li, Nansai Hu, Haibo He, Yu-Dong Yao, Joseph Mitola III |
| 2010 | An intelligent perturbative approach for the time series forecasting problem. Paulo S. G. de Mattos Neto, Aranildo R. Lima, Tiago A. E. Ferreira, George D. C. Cavalcanti |
| 2010 | An intelligent system for diagnosing sleep stages using wavelet coefficients. Maryam Vatankhah, Mohammad R. Akbarzadeh-Totonchi, Ali Moghimi |
| 2010 | An island-model framework for evolving neuro-controllers for planetary rover control. Martin Peniak, Barry Bentley, Davide Marocco, Angelo Cangelosi, Christos Ampatzis, Dario Izzo, Francesco Biscani |
| 2010 | An iterative approach to local-PCA. Samuel John, Heiko Wersing, Helge J. Ritter |
| 2010 | An online approach towards self-generating fuzzy neural networks with applications. Liu Fan, Meng Joo Er, Leszek Rutkowski |
| 2010 | An open-source real-time system for remote robotic control using Neuroblastoma cultures. José Manuel Ferrández, Victor Lorente, Gabriela Diaz, Félix de la Paz, Eduardo Fernández |
| 2010 | An optimal sphere and two large margins approach for novelty detection. Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2010 | An urban traffic speed fusion method based on principle component analysis and neural network. Chenye Qiu, Xingquan Zuo, Chunlu Wang, Jianping Wu, Tianle Zhang |
| 2010 | Analysis of dynamic linear and non-linear memristor device models for emerging neuromorphic computing hardware design. Nathan R. McDonald, Robinson E. Pino, Peter J. Rozwood, Bryant T. Wysocki |
| 2010 | Analyzing effect of distraction caused by dual-tasks on sharing of brain resources using SOM. Yu-Kai Wang, Nikhil R. Pal, Chin-Teng Lin, Shi-An Chen |
| 2010 | Analyzing the dynamics of the simultaneous feature and parameter optimization of an evolving Spiking Neural Network. Stefan Schliebs, Michael Defoin-Platel, Nikola K. Kasabov |
| 2010 | Application of NNT in wind speed forecasting. José Carlos Palomares Salas, Juan José González de la Rosa, José Gabriel Ramiro Leo, A. Agüera Pérez |
| 2010 | Application of artificial neural networks and related techniques to intrusion detection. Christian Bitter, David A. Elizondo, Tim Watson |
| 2010 | Application of artificial neural networks to the geochemical study of an impacted fluvial system. Juan Pablo Lacassie, Javier Ruiz-del-Solar |
| 2010 | Application of biologically inspired neural oscillators to colour image segmentation. Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity, Arfan Ghani, Liam McDaid |
| 2010 | Application of rough set-based neuro-fuzzy system in NIRS-based BCI for assessing numerical cognition in classroom. Kai Keng Ang, Cuntai Guan, Kerry Lee, Jie Qi Lee, Shoko Nioka, Britton Chance |
| 2010 | Applying support vector machines and mutual information to book losses prediction. Antonio Miguel Mora, Luis Javier Herrera, José Miguel Urquiza Ortiz, Ignacio Rojas, Juan Julián Merelo Guervós |
| 2010 | Artificial immune systems for Artificial Olfaction data analysis: Comparison between AIRS and ANN models. Saverio De Vito, Eugenio Martinelli, Raffaele Di Fuccio, Francesco Tortorella, Girolamo Di Francia, Arnaldo D'Amico, Corrado Di Natale |
| 2010 | Artificial neural networks for non-invasive chromosomal abnormality screening of fetuses. Costas Neocleous, Kypros H. Nicolaides, Kleanthis C. Neokleous, Christos N. Schizas |
| 2010 | Assessment of benefit vs. risk of drug therapy: The potential for outcome analysis with flexible models. Paulo J. G. Lisboa, Ana Sofia Fernandes, José Manuel Fonseca, Chris Bajdik, Elia Biganzoli |
| 2010 | Asymmetric-margin support vector machines for lung tissue classification. Jimison Iavindrasana, Adrien Depeursinge, Gilles Cohen, Antoine Geissbühler, Henning Müller |
| 2010 | Atrial activity estimation using periodic component analysis. Raul Llinares, Jorge Igual, Julio Miró-Borrás, Andrés Camacho |
| 2010 | Augmented Efficient BackProp for backpropagation learning in deep autoassociative neural networks. Mark J. Embrechts, Blake J. Hargis, Jonathan D. Linton |
| 2010 | Automated texture classification of marble shades with real-time PLC neural network implementation. Irina Topalova, Alexander Tzokev |
| 2010 | Automatic concept type identification from learning resources. Sahar Changuel, Nicolas Labroche, Bernadette Bouchon-Meunier |
| 2010 | Automatic extraction of face contours. Chih-Yu Hsu, Hao-Feng Wang, Hui-Ching Wang, Kuo-Kun Tseng, Yih-Jing Tang |
| 2010 | Automatic optimization of pruning in evolving fuzzy neural networks using an entropy measure. Brendon J. Woodford |
| 2010 | Autonomous cognition and reinforcement learning for mobile robots. Rodrigo Calvo, Maurício F. Figueiredo, Roseli A. Francelin Romero |
| 2010 | Based on Support Vector Regression for emotion recognition using physiological signals. Chuan-Yu Chang, Jun-Ying Zheng, Chi-Jane Wang |
| 2010 | Batch-Learning Self-Organizing Map with Weighted Connections avoiding false-neighbor effects. Haruna Matsushita, Yoshifumi Nishio |
| 2010 | Bayesian estimates from heterogeneous population codes. Brian J. Fischer |
| 2010 | Binary classification based on SVDD projection and nearest neighbors. Daesung Kang, Jooyoung Park, José C. Príncipe |
| 2010 | Binding sparse spatiotemporal patterns in spiking computation. Steven K. Esser, Anthony Ndirango, Dharmendra S. Modha |
| 2010 | Bio-inspired computer visual system using GPU and Visual Pattern Assessment Language (ViPAL): Application on breast cancer prognosis. Chao-Hui Huang, Daniel Racoceanu, Ludovic Roux, Thomas C. Putti |
| 2010 | Bio-inspired model for robust motion detection under noisy conditions. Russell S. A. Brinkworth, David C. O'Carroll |
| 2010 | Biological neural network based chemotaxis behaviors modeling of C. elegans. Jian-Xin Xu, Xin Deng |
| 2010 | Biologically plausible connectionist prediction of natural language thematic relations. João Luís Garcia Rosa |
| 2010 | Boot.EXPOS in NNGC competition. Clara Cordeiro, M. Manuela Neves |
| 2010 | Brain status data analyzed by Empirical Mode Decomposition. Angela Zeiler, Rupert Faltermeier, Ingo R. Keck, Ana Maria Tomé, Alexander Brawanski, Carlos García Puntonet, Elmar Wolfgang Lang |
| 2010 | Building "invertible" fractals: Introduction to Context-Dependant Iterated Function Systems. Timothée G. Leleu |
| 2010 | Building blocks for spikes signals processing. Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Rafael Paz-Vicente, Gabriel Jiménez, Antón Civit |
| 2010 | Building the knowledge base of a buyer agent using reinforcement learning techniques. George Boulougaris, Kostas Kolomvatsos, Stathes Hadjiefthymiades |
| 2010 | Central england temperatures and solar activity: A Computational Intelligence approach. Julio J. Valdés, Antonio Pou |
| 2010 | Cerebellar spiking engine: Towards objet model abstraction in manipulation. Niceto Rafael Luque, Jesús Alberto Garrido, Richard Rafael Carrillo, Eduardo Ros |
| 2010 | Change detection tests using the ICI rule. Cesare Alippi, Giacomo Boracchi, Manuel Roveri |
| 2010 | Chaotic behavior in probabilistic cellular neural networks. Robert Kozma, Marko Puljic |
| 2010 | Choice of initial bias in max-min fuzzy neural networks. Jie Yang, Long Li, Yan Liu, Jing Wang, Wei Wu |
| 2010 | Classification of LIBS protein spectra using support vector machines and adaptive local hyperplanes. Tia Vance, Natasa Reljin, Aleksandar Lazarevic, Dragoljub Pokrajac, Vojislav Kecman, Noureddine Melikechi, Aristides Marcano, Yuri Markushin, Samantha McDaniel |
| 2010 | Classification of micro-array gene expression data using neural networks. David Tian, Keith Burley |
| 2010 | Classification of musical styles using liquid state machines. Han Ju, Jian-Xin Xu, Antonius M. J. VanDongen |
| 2010 | Classifying means of transportation using mobile sensor data. Theresa Nick, Edmund Coersmeier, Jan Geldmacher, Jürgen Götze |
| 2010 | Classifying motor imagery in presence of speech. Hayrettin Gürkök, Mannes Poel, Job Zwiers |
| 2010 | Clustering using SOFM and genetic algorithm. J. C. Palomares Salas, A. Agüera Pérez, Juan José González de la Rosa, José Gabriel Ramiro Leo |
| 2010 | Cohort-based kernel visualisation with scatter matrices. Enrique Romero, Ana Sofia Fernandes, Tingting Mu, Paulo J. G. Lisboa |
| 2010 | Collaborative pedestrian tracking with multiple cameras: Data fusion and visualization. Daw-Tung Lin, Kai-Yung Huang |
| 2010 | Combination of supervised and unsupervised algorithms for communication systems with linear precoding. Adriana Dapena, Paula Maria Castro, Josmary Labrador |
| 2010 | Combining probabilistic neural networks and decision trees for maximally accurate and efficient accident prediction. Tatiana Tambouratzis, Dora Souliou, Miltiadis S. Chalikias, Andreas Gregoriades |
| 2010 | Commutative quaternion and multistate Hopfield neural networks. Teijiro Isokawa, Haruhiko Nishimura, Nobuyuki Matsui |
| 2010 | Comparing methods for generating diverse ensembles of artificial neural networks. Tuve Löfström, Ulf Johansson, Henrik Boström |
| 2010 | Comparison between different methods for developing neural network topology applied to a complex polymerization process. Silvia Curteanu, Florin Leon, Renata Furtuna, Elena Niculina Dragoi, Neculai Curteanu |
| 2010 | Comparison of MLP cost functions to dodge mislabeled training data. Paavo Nieminen, Tommi Kärkkäinen |
| 2010 | Comparison of range check classifier and hybrid network classifier for hand sign recognition system. Hiroomi Hikawa, Seito Yamazaki, Tatsuya Ando, Simone Miyoshi, Yutaka Maeda |
| 2010 | Comparison of the Bayesian and neural network algorithms in nonlinear navigation estimation problems. Oleg A. Stepanov, Vladimir A. Vasiliev |
| 2010 | Complementary use of cluster analysis and biplots to discover and validate patterns of gene expression in microarray data. Niccoló Bassani, Federico Ambrogi, Danila Coradini, Patrizia Boracchi, Elia Biganzoli |
| 2010 | Complex ICA-R. Jagath C. Rajapakse, Wenda Chen |
| 2010 | Complex situation modeling in distributed sensor networks. Sandeep Chandana, Henry Leung |
| 2010 | Complex-valued self-organizing map clustering using complex inner product in active millimeter-wave imaging. Takashi Aoyagi, Damri Radenamad, Yukimasa Nakano, Akira Hirose |
| 2010 | Complexity measures of supervised classifications tasks: A case study for cancer gene expression data. Marcílio Carlos Pereira de Souto, Ana Carolina Lorena, Newton Spolaôr, Ivan Gesteira Costa |
| 2010 | Compositional generative mapping of structured data. Davide Bacciu, Alessio Micheli, Alessandro Sperduti |
| 2010 | Compressing a neural network classifier using a Volterra-Neural Network model. Mariano Rubiolo, Georgina Stegmayer, Diego H. Milone |
| 2010 | Computational model for estimation of refractory wear and skull deposition in blast furnace hearth wall. Abhinav Mithal, Toma I. Hentea |
| 2010 | Concatenated trial based Hilbert-Huang transformation on event-related potentials. Fengyu Cong, Tuomo Sipola, Xiaonan Xu, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi |
| 2010 | Configuring the stochastic Helmholtz machine for subcortical emotional learning. Chi-Yung Yau, Kevin Burn, Stefan Wermter |
| 2010 | Content aware image retrieval with partition-based color features. Cheng-Hsiung Hsieh, Fang-Jung Chang, Qiangfu Zhao |
| 2010 | Content-based spam filtering. Tiago A. Almeida, Akebo Yamakami |
| 2010 | Context-aware knowledge modelling for decision support in e-health. Obinna Anya, Hissam Tawfik, Saad Ali Amin, Atulya Nagar, Khaled Shaalan |
| 2010 | Context-dependent environmental sound monitoring using SOM coupled with LEGION. Damiano Oldoni, Bert De Coensel, Michaël Rademaker, Bernard De Baets, Dick Botteldooren |
| 2010 | Controlling a robot with a brain-computer interface based on steady state visual evoked potentials. Robert Prueckl, Christoph Guger |
| 2010 | Convergence improvement of active set support vector training. Ryousuke Yabuwaki, Shigeo Abe |
| 2010 | Correlation detection with firing rate estimation based on temporal coincidence coding. Xu Wang, Zhiqiang Cao, Zeng-Guang Hou, Long Cheng, Min Tan |
| 2010 | Correntropy-based density-preserving data sampling as an alternative to standard cross-validation. Marcin Budka, Bogdan Gabrys |
| 2010 | Cost-sensitive learning methods for imbalanced data. Nguyen Thai-Nghe, Zeno Gantner, Lars Schmidt-Thieme |
| 2010 | Creating health typologies with random forest clustering. Ping Sun, Irena Begaj, Iris Fermin, Jim McManus |
| 2010 | Creative problem solving: A CLARION theory. Sébastien Hélie, Ron Sun |
| 2010 | Credit default swap pricing using artificial neural networks. Khaled Bashir Shaban, Abdunnaser Younes, R. Lam, M. Allison, S. Kathirgamanathan |
| 2010 | Critical branching neural computation. Christopher T. Kello, Marshall R. Mayberry |
| 2010 | Curiosity and pleasure. Leonid I. Perlovsky, Marie-Claude Bonniot-Cabanac, Michel Cabanac |
| 2010 | DCPE co-training: Co-training based on diversity of class probability estimation. Jin Xu, Haibo He, Hong Man |
| 2010 | DNA base-calling using polynomial classifiers. O. G. Mohammed, Khaled T. Assaleh, Ghaleb A. Husseini, Amin F. Majdalawieh, Scott R. Woodward |
| 2010 | DNA microarray analysis using Equalized Orthogonal Mapping. Jagdish Chandra Patra, Nyttle V. George, Pramod Kumar Meher |
| 2010 | Damage detection in wind turbine blades using time-frequency analysis of vibration signals. Breiffni Fitzgerald, John Arrigan, Biswajit Basu |
| 2010 | Data-Brain driven multi-aspect mining process planning. Ning Zhong, Jianhui Chen |
| 2010 | Decentralized nearly optimal control of a class of interconnected nonlinear discrete-time systems by using online Hamilton-Bellman-Jacobi formulation. Shahab Mehraeen, Sarangapani Jagannathan |
| 2010 | Deep auto-encoder neural networks in reinforcement learning. Sascha Lange, Martin A. Riedmiller |
| 2010 | Delay-induced order in pulse-coupled bifurcating neurons. Kozo Hisamatsu, Toshimichi Saito |
| 2010 | Density estimation-based document categorization using von Mises-Fisher kernels. Andrew Skabar, Shahmeer Memon |
| 2010 | Design and analysis of the WCCI 2010 active learning challenge. Isabelle Guyon, Gavin C. Cawley, Gideon Dror, Vincent Lemaire |
| 2010 | Design of dynamic petri recurrent-fuzzy-neural- network for robust path tracking control of mobile robot. Rong-Jong Wai, Chia-Ming Liu |
| 2010 | Detecting differentially aberrant genomic regions in multi-sample array CGH experiments using nearest-neighbor multivariate test. Yuta Ishikawa, Ichiro Takeuchi |
| 2010 | Development of Chebyshev neural network-based smart sensors for noisy harsh environment. Jagdish Chandra Patra, Cédric Bornand |
| 2010 | Development of a virtual agent based social tutor for children with autism spectrum disorders. Marissa Milne, Martin H. Luerssen, Trent W. Lewis, Richard Leibbrandt, David M. W. Powers |
| 2010 | Development of comparative reading system using 1D SOM for brain dock examinations. Kazuhito Sato, Sakura Kadowaki, Hirokazu Madokoro, Atsushi Inugami |
| 2010 | Development of neural network convection parameterizations for numerical climate and weather prediction models using cloud resolving model simulations. Vladimir M. Krasnopolsky, Michael S. Fox-Rabinovitz, Alexei A. Belochitski |
| 2010 | Digital spike maps and learning of spike signals. Takashi Ogawa, Toshimichi Saito |
| 2010 | Dimensionality reduction based on minimax risk criterion for face recognition. Lei Tang, Ying-Ke Lei, Lin Zhu, De-Shuang Huang |
| 2010 | Dimensionality reduction by rank preservation. Victor Onclinx, John Aldo Lee, Vincent Wertz, Michel Verleysen |
| 2010 | Dimensionality reduction using compressed sensing and its application to a large-scale visual recognition task. Jie Yang, Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Son Lam Phung |
| 2010 | Direct current motor control based on high order neural networks using stochastic estimation. Carlos E. Castañeda, Pedro Esquivel |
| 2010 | Direct torque adaptive vector neural control of a three-phase induction motor. Ieroham S. Baruch, Carlos-Roman Mariaca-Gaspar, Irving Pavel de la Cruz, Oscar Castillo |
| 2010 | Discrete Synapse Recurrent Neural Network for nonlinear system modeling and its application on seismic signal classification. Hyung-Ook Park, Alireza A. Dibazar, Theodore W. Berger |
| 2010 | Discrete time recurrent neural network sliding mode observer. Iván Salgado, Isaac Chairez, Alejandro García-González |
| 2010 | Discriminative feature extraction with Deep Neural Networks. André Stuhlsatz, Jens Lippel, Thomas Zielke |
| 2010 | Drive for Creativity. Leonid I. Perlovsky, Daniel S. Levine |
| 2010 | Driver's cognitive state classification toward brain computer interface via using a generalized and supervised technology. Chun-Hsiang Chuang, Pei-Chen Lai, Li-Wei Ko, Bor-Chen Kuo, Chin-Teng Lin |
| 2010 | Dual-network memory model using a chaotic neural network. Motonobu Hattori |
| 2010 | Dynamic binary neural networks and evolutionary learning. Ryo Ito, Toshimichi Saito |
| 2010 | Dynamic segmentation using Fuzzy Oscillatory Networks. Lester L. Solbakken |
| 2010 | Dynamic system eigenvalue extraction using a linear echo state network for small-signal stability analysis - a novel application. Jiaqi Liang, Jing Dai, Ganesh K. Venayagamoorthy, Ronald G. Harley |
| 2010 | EEG frequency analysis for dozing detection system. Yohei Tomita, Yasue Mitsukura, Toshihisa Tanaka, Jianting Cao |
| 2010 | EEG signal separation for multi-class motor imagery using common spatial patterns based on Joint Approximate Diagonalization. Sidath Ravindra Liyanage, Jian-Xin Xu, Cuntai Guan, Kai Keng Ang, Tong Heng Lee |
| 2010 | EEG-based absence seizure detection methods. Sheng-Fu Liang, Wan-Lin Chang, Herming Chiueh |
| 2010 | Early detection of diseases in tomato crops: An Electronic Nose and intelligent systems approach. Reza Ghaffari, Fu Zhang, Daciana Iliescu, Evor L. Hines, Mark S. Leeson, Richard Napier, P. John Clarkson |
| 2010 | Effect of different detrending approaches on computational intelligence models of time series. Federico Montesino-Pouzols, Amaury Lendasse |
| 2010 | Effect of pre-processing methods on microarray-based SVM classifiers in affymetrix genechips. Javier Perez-Florido, Héctor Pomares, Ignacio Rojas, José Miguel Urquiza Ortiz, Luis Javier Herrera, Manuel Gonzalo Claros |
| 2010 | Efficient SVM training with reduced weighted samples. Giang Hoang Nguyen, Son Lam Phung, Abdesselam Bouzerdoum |
| 2010 | Efficient clustering approach using incremental and hierarchical clustering methods. M. Srinivas, C. Krishna Mohan |
| 2010 | Efficient energy landscape transformation in the problem of binary minimization. Iakov M. Karandashev, Boris V. Kryzhanovsky |
| 2010 | Efficient resampling methods for training support vector machines with imbalanced datasets. Rukshan Batuwita, Vasile Palade |
| 2010 | Eigenposes: Using principal components to describe body configuration for analysis of postural control dynamics. Joseph D. Skufca, Erik M. Bollt, Rakesh Pilkar, Charles J. Robinson |
| 2010 | Electricity load forecasting based on autocorrelation analysis. Rohen Sood, Irena Koprinska, Vassilios G. Agelidis |
| 2010 | Emotion recognition based on a novel triangular facial feature extraction method. Kuan-Chieh Huang, Sheng-Yu Huang, Yau-Hwang Kuo |
| 2010 | Emotional quality level recognition based on HRV. Ming-Han Wu, Chih-Jen Wang, Yen-Kuang Yang, Jeen-Shing Wang, Pau-Choo Chung |
| 2010 | Empirical Mode Decomposition - an introduction. Angela Zeiler, Rupert Faltermeier, Ingo R. Keck, Ana Maria Tomé, Carlos García Puntonet, Elmar Wolfgang Lang |
| 2010 | Encoding real values into polychronous spiking networks. Cameron Johnson, Ganesh K. Venayagamoorthy |
| 2010 | Enhanced Two-Phase method in fast learning algorithms. Chi-Chung Cheung, Sin Chun Ng, Andrew K. Lui, Sean Shensheng Xu |
| 2010 | Ensemble particle swarm model selection. Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Enrique Sucar |
| 2010 | Ethical and legal issues of the use of computational intelligence techniques in computer security and computer forensics. Bernd Carsten Stahl, David A. Elizondo, Moira Carroll-Mayer, Yingqin Zheng, Kutoma Wakunuma |
| 2010 | Euclidean distance and second derivative based widths optimization of radial basis function neural networks. Wen Yao, Xiaoqian Chen, Michel van Tooren, Yuexing Wei |
| 2010 | Evidence-based mixture of MLP-experts. Saeed Masoudnia, Mohammad Rostami, Mahdi Tabassian, Atena Sajedin, Reza Ebrahimpour |
| 2010 | Evolutionary approach to ICA-R. Swathi Kavuri Sri, Jacek M. Zurada, Jagath C. Rajapakse |
| 2010 | Evolutionary classifier ensembles for semi-supervised learning. Qingjiu Zhang, Shiliang Sun |
| 2010 | Evolutionary neural network model of universal grammar. Motohiro Saiki, Satoshi Matsuda |
| 2010 | Evolutionary optimization of growing neural gas parameters for object categorization and recognition. Guillermo S. Donatti, Oliver Lomp, Rolf P. Würtz |
| 2010 | Evolutionary strategy for simultaneous optimization of parameters, topology and reservoir weights in Echo State Networks. Aida Araujo Ferreira, Teresa Bernarda Ludermir |
| 2010 | Evolving Spiking Neural Networks for predicting transcription factor binding sites. Heike Sichtig, J. David Schaffer, Alberto Riva |
| 2010 | Evolving granular neural network for semi-supervised data stream classification. Daniel F. Leite, Pyramo Costa Jr., Fernando A. C. Gomide |
| 2010 | Exploit of online social networks with Semi-Supervised Learning. Mingzhen Mo, Dingyan Wang, Baichuan Li, Dan Hong, Irwin King |
| 2010 | Exploration vs. exploitation in active learning : A Bayesian approach. Alexis Bondu, Vincent Lemaire, Marc Boullé |
| 2010 | Exploring and optimizing dynamic neural fields parameters using Genetic Algorithms. Jean-Charles Quinton |
| 2010 | Extending Self-Organizing Maps with uncertainty information of probabilistic PCA. Dusan Sovilj, Tapani Raiko, Erkki Oja |
| 2010 | Extraction of thin color pattern from images for histology investigation. Alexander Nedzved, Valery Starovoitov |
| 2010 | FBWN: An architecture of fast beta wavelet networks for image classification. Olfa Jemai, Mourad Zaied, Chokri Ben Amar, Adel M. Alimi |
| 2010 | FPGA implementation of a support vector machine for classification and regression. Marta Ruiz-Llata, Guillermo Guarnizo, Mar Yébenes-Calvino |
| 2010 | Fabrication and testing of memristive devices. Chris Yakopcic, Eunsung Shin, Tarek M. Taha, Guru Subramanyam, P. Terrence Murray, Stanley Rogers |
| 2010 | Factors affecting boosting ensemble performance on DNA microarray data. Geoffrey R. Guile, Wenjia Wang |
| 2010 | Fast weight calculation for kernel-based perceptron in two-class classification problems. Manuel Fernández Delgado, Jorge Ribeiro, Eva Cernadas, Senén Barro |
| 2010 | Fault detection, identification, and reconstruction of faulty chemical gas sensors under drift conditions, using Principal Component Analysis and Multiscale-PCA. Marta Padilla, Alexandre Perera, Ivan Montoliu, A. Chaudry, Krishna C. Persaud, Santiago Marco |
| 2010 | Feature extraction from spectro-temporal signals using dynamic synapses, recurrency, and lateral inhibition. Cornelius Glackin, Liam P. Maguire, Liam McDaid |
| 2010 | Feature selection and fast training of subspace based support vector machines. Takuya Kitamura, Syogo Takeuchi, Shigeo Abe |
| 2010 | Feature selection for support vector regression via Kernel penalization. Sebastián Maldonado, Richard Weber |
| 2010 | Feature selection using ROC curves on classification problems. Antonio J. Serrano, Emilio Soria-Olivas, José David Martín-Guerrero, Rafael Magdalena, Juan Gómez |
| 2010 | Financial distress model prediction using SVM+. Bernardete Ribeiro, Catarina Silva, Armando Vieira, António Gaspar-Cunha, João Carvalho das Neves |
| 2010 | Find synaptic topology from spike trains. Tian Ge, Wenlian Lu, Jianfeng Feng |
| 2010 | Finding association of impact factor for breast cancer patient- A novel statistical approach. Kwok-Pan Pang, A. B. M. Shawkat Ali |
| 2010 | First-order logic learning in Artificial Neural Networks. Mathieu Guillame-Bert, Krysia Broda, Artur S. d'Avila Garcez |
| 2010 | Fixed point method of step-size estimation for on-line neural network training. Pawel Wawrzynski |
| 2010 | Flexible parametric modelling of the hazard function in breast cancer studies. Ilaria Ardoino, Federico Ambrogi, Chris Bajdik, Paulo J. G. Lisboa, Elia Biganzoli, Patrizia Boracchi |
| 2010 | Forecasting airborne pollen concentration of Poaceae (Grass) and Oleaceae (Olive), using Artificial Neural Networks and Genetic algorithms, in Thessaloniki, Greece. Dimitris Voukantsis, Kostas D. Karatzas, Athanasios Damialis, Despoina Vokou |
| 2010 | Forecasting electricity prices using a RBF neural network With GARCH errors. André Alves Portela Santos, Leandro dos Santos Coelho, Carlos Eduardo Klein |
| 2010 | Frequency independent automatic input variable selection for Neural Networks for forecasting. Nikolaos Kourentzes, Sven F. Crone |
| 2010 | Fully Automatic Bayesian Neural Forecaster - NN GC1. Vitor Hugo Ferreira, Alexandre P. Alves da Silva |
| 2010 | Functional mapping with complex higher order compensatory neuron model. Bipin K. Tripathi, Prem K. Kalra |
| 2010 | Fusing bottom-up and top-down pathways in neural networks for visual object recognition. Yuhua Zheng, Yan Meng, Yaochu Jin |
| 2010 | Fuzzy neural network based RFID indoor location sensing technique. Ying-Jeh Huang, C. Y. Chen, B. W. Hong, Tzu-Chun Kuo, H. H. Yu |
| 2010 | Fuzzy predictive models to help teachers in e-learning courses. Àngela Nebot, Francisco Mugica, Félix Castro |
| 2010 | Fuzzy-GIST for 4-emotion recognition in natural scene images. Qing Zhang, Minho Lee |
| 2010 | GNG based surveillance system. José García Rodríguez, Anastassia Angelopoulou, Juan Manuel García Chamizo, Alexandra Psarrou |
| 2010 | GPU-based simulation of spiking neural networks with real-time performance & high accuracy. Dmitri Yudanov, Muhammad Shaaban, Roy Melton, Leon Reznik |
| 2010 | Game Theory & Data Mining model for price dynamics in financial institutions. Cristián Bravo, Nicolás Figueroa, Richard Weber |
| 2010 | Gene ontology fuzzy-enrichment analysis to investigate drug mode-of-action. Francesco Iorio, Loredana Murino, Diego di Bernardo, Giancarlo Raiconi, Roberto Tagliaferri |
| 2010 | Gene regulatory networks with variable-order dynamic Bayesian networks. Jagath C. Rajapakse, Iti Chaturvedi |
| 2010 | Genome-wide germline single nucleotide polymorphisms for cancer classification in the Framingham Heart Study. Leif E. Peterson, Jaya Paranilam, Jiaqiong Xu, Federico A. Monzon |
| 2010 | Gesture recognition on few training data using Slow Feature Analysis and parametric bootstrap. Patrick Koch, Wolfgang Konen, Kristine Hein |
| 2010 | Global uniform asymptotic stability of memristor-based recurrent neural networks with time delays. Jin Hu, Jun Wang |
| 2010 | Gradient-based SOM clustering and visualisation methods. José Alfredo F. Costa, Hujun Yin |
| 2010 | Graph Echo State Networks. Claudio Gallicchio, Alessio Micheli |
| 2010 | Grounded symbols in the brain. Leonid I. Perlovsky, Roman Ilin |
| 2010 | Hand gesture modelling and tracking using a Self-Organising Network. Anastassia Angelopoulou, José García Rodríguez, Alexandra Psarrou, Gaurav Gupta |
| 2010 | Hardware implementation of stochastic-based Neural Networks. José Luis Rosselló, Vincent Canals, Antoni Morro |
| 2010 | Hardware system for biologically realistic, plastic, and real-time spiking neural network simulations. Sylvain Saïghi, Timothée Levi, Bilel Belhadj, Olivia Malot, Jean Tomas |
| 2010 | Heterogeneous Bayesian ensembles for classifying spam emails. Wenjia Wang |
| 2010 | High performance spike detection and sorting using neural waveform phase information and SOM clustering. Chenhui Yang, Yuan Yuan, Jennie Si |
| 2010 | High-performance bankruptcy prediction model using Graphics Processing Units. Bernardete Ribeiro, Noel Lopes, Catarina Silva |
| 2010 | Hippocampus as unitary coherent particle filter. Charles W. Fox, Tony J. Prescott |
| 2010 | How best to restore operations of a damaged ANN? Goutam Chakraborty, Hideyuki Kurokawa, Basabi Chakraborty, Masafumi Matsuhara, Hiroshi Mabuchi, Yasuo Terayama |
| 2010 | Human activity detection using spiking neural networks regulated by a gene regulatory network. Yan Meng, Yaochu Jin, Jun Yin, Matthew Conforth |
| 2010 | Hybrid system for cardiac arrhythmia classification with fuzzy k-nearest neighbors and Multi Layer Perceptrons combined by a fuzzy inference system. Eduardo Gómez-Ramírez, Oscar Castillo, José Soria |
| 2010 | Hybrid world object tracking for a virtual teaching agent. William Newman, David Franzel, Takeshi Matsumoto, Richard Leibbrandt, Trent W. Lewis, Martin H. Luerssen, David M. W. Powers |
| 2010 | Hypoglycaemia detection for type 1 diabetic patients based on ECG parameters using Fuzzy Support Vector Machine. Steve Ling, Nuryani, Hung T. Nguyen |
| 2010 | Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials. Fengyu Cong, Anh Huy Phan, Andrzej Cichocki, Heikki Lyytinen, Tapani Ristaniemi |
| 2010 | Identification of improper processes by variable tap-length complex-valued adaptive filters. Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic |
| 2010 | Identification of twin-tanks dynamics using adaptive wavelet differential neural networks. Fatemeh Jahangiri, Ali Doustmohammadi, Mohammad Bagher Menhaj |
| 2010 | Identifying causal relationships in an urban information modeling framework. Xiang Liu, Shaohua Tan |
| 2010 | Identifying fiber bundles with regularised к-means clustering applied to the grid-based data. Vladimir Nikulin, Geoffrey J. McLachlan |
| 2010 | Illumination invariant lane color recognition by using road color reference & neural networks. Hyun-Chul Choi, Se-Young Oh |
| 2010 | Image compression with hardware self-organizing map. Hiroomi Hikawa, Kenji Doumoto, Simone Miyoshi, Yutaka Maeda |
| 2010 | Implementing spike-timing-dependent plasticity on SpiNNaker neuromorphic hardware. Xin Jin, Alexander D. Rast, Francesco Galluppi, Sergio Davies, Steve B. Furber |
| 2010 | Improved Kohonen Feature Map Probabilistic Associative Memory based on Weights Distribution. Shingo Noguchi, Yuko Osana |
| 2010 | Improved learning in grid-to-grid neural network via clustering. William E. White, Khan M. Iftekharuddin, Abdesselam Bouzerdoum |
| 2010 | Improvement in service roboat's interaction through case based reasoning. Catalina Roncancio, José Luis Rodriguez, Eduardo Zalama Casanova, Jaime Gómez García-Bermejo |
| 2010 | Improving ANN performance for imbalanced data sets by means of the NTIL technique. Carlos Vivaracho-Pascual, María Arancha Simón Hurtado |
| 2010 | Improving boosting performance with a local combination of learners. Efraín Mayhua-López, Vanessa Gómez-Verdejo, Aníbal R. Figueiras-Vidal |
| 2010 | Improving financial time series prediction using exogenous series and neural networks committees. Manoel C. Amorim Neto, Gustavo Tavares, Victor Medeiros Outtes Alves, George D. C. Cavalcanti, Ing Ren Tsang |
| 2010 | Improving recall values in breast cancer diagnosis with Incremental Background Knowledge. Catarina Silva, Bernardete Ribeiro, Noel Lopes |
| 2010 | Impulsive hybrid synchronization of chaotic discrete-time delayed neural networks. Eva Kaslik, Seenith Sivasundaram |
| 2010 | Incomplete Cholesky decomposition based kernel principal component analysis for large-scale data set. Weiya Shi, Yue-Fei Guo |
| 2010 | Incremental and decremental LDA learning with applications. Shaoning Pang, Tao Ban, Youki Kadobayashi, Nikola K. Kasabov |
| 2010 | Incremental knowledge acquisition and self learning from text. Daswin De Silva, Damminda Alahakoon |
| 2010 | Incremental learning and model selection under virtual concept drifting environments. Koichiro Yamauchi |
| 2010 | Incremental learning for visual classification using Neural Gas. Ignazio Aleo, Paolo Arena, Luca Patané |
| 2010 | Inflow forecasting models based on artificial intelligence. Ronaldo Ribeiro Barbosa de Aquino, Milde M. S. Lira, Manoel Henrique da Nobrega Marinho, Isabela A. Tavares, Luiz F. A. Cordeiro |
| 2010 | Information theoretic learning applied to wind power modeling. Ricardo J. Bessa, Vladimiro Miranda, José C. Príncipe, Audun Botterud, Jun Wang |
| 2010 | Insect inspired unsupervised learning for tactic and phobic behavior enhancement in a hybrid robot. Paolo Arena, Sebastiano De Fiore, Luca Patané, Massimo Pollino, Cristina Ventura |
| 2010 | Integrate-and-fire-type digital spiking neuron and its learning for spike-pattern-division multiplex communication. Tetsuro Iguchi, Akira Hirata, Hiroyuki Torikai |
| 2010 | Integrated Time Series Forecasting approaches using moving average, grey prediction, support vector regression and bagging for NNGC. Chihli Hung, Xin-Yi Huang, Hao-Kai Lin, Yen-Hsu Hou |
| 2010 | Intelligent integral backstepping sliding mode control using recurrent neural network for magnetic levitation system. Faa-Jeng Lin, Syuan-Yi Chen |
| 2010 | Intelligent sensor design in network based automatic control. Donglin Wang, Sandeep Chandana, Renlun He, Jiuqiang Han, Xiangyu Zhu, Ke Zou, Yong He |
| 2010 | Intelligent trading using support vector regression and multilayer perceptrons optimized with genetic algorithms. Ming Zhu, Lipo Wang |
| 2010 | Intelligent vehicle power management through neural learning. Jungme Park, ZhiHang Chen, Yi Lu Murphey |
| 2010 | Interior point based continuous methods for linear programming. Li-Zhi Liao |
| 2010 | International Joint Conference on Neural Networks, IJCNN 2010, Barcelona, Spain, 18-23 July, 2010 |
| 2010 | Investigating the variation of orientation tuning in a computational model of the visual cortex. A. Ravishankar Rao, Guillermo A. Cecchi |
| 2010 | Investigation of Mel Frequency Cepstrum Coefficients parameters for classification of infant cries with hypothyroidism using MLP classifier. Azlee Zabidi, Wahidah Mansor, Lee Yoot Khuan, Ihsan Mohd Yassin, Rohilah Sahak |
| 2010 | Investigation of generalized Hopfield model by statistical physics methods. Boris V. Kryzhanovsky, Leonid B. Litinskii |
| 2010 | Is the connectionist notion of subconcepts flawed? Asim Roy |
| 2010 | Kernel based principal component for recognizing handwritten numbers. Xiaoxiao Song, Songhua Xu, Willard L. Miranker |
| 2010 | Kernel machines for malware classification and similarity analysis. Madhu K. Shankarapani, Kesav Kancherla, Subbu Ramamoorthy, Ram S. Movva, Srinivas Mukkamala |
| 2010 | L-SLAM: Reduced dimensionality FastSLAM algorithms. Vassilios Petridis, Nikos Zikos |
| 2010 | LMI formulation for multiobjective learning in Radial Basis Function neural networks. Gladston J. P. Moreira, Elizabeth F. Wanner, Frederico G. Guimarães, Luiz Duczmal, Ricardo H. C. Takahashi |
| 2010 | Label propagation through neuronal synchrony. Marcos G. Quiles, Liang Zhao, Fabricio A. Breve, Anderson Rocha |
| 2010 | Latent learning in deep neural nets. Steven Gutstein, Olac Fuentes, Eric Freudenthal |
| 2010 | Learning Artificial Neural Networks multiclassifiers by evolutionary multiobjective differential evolution guided by statistical distributions. Manuel Cruz-Ramírez, César Hervás-Martínez, Juan Carlos Fernández, Javier Sánchez-Monedero |
| 2010 | Learning and retrieval of hierarchically organized information in a simple, one-layered RNN. Holk Cruse, Malte Schilling |
| 2010 | Learning in Polynomial Cellular neural networks using quadratic programming. Eduardo Gómez-Ramírez, Anna Rubi-Velez, Giovanni Egidio Pazienza |
| 2010 | Learning long-term dependencies using layered graph neural networks. Niccoló Bandinelli, Monica Bianchini, Franco Scarselli |
| 2010 | Learning methods of recurrent Spiking Neural Networks based on adjoint equations approach. Yasuaki Kuroe, Tomokazu Ueyama |
| 2010 | Learning mixtures of experts with a hybrid generative-discriminative algorithm. Ya Xue, Xiao Hu, Weizhong Yan, Hai Qiu |
| 2010 | Learning nonlinearly separable mod k addition problem using a single multi-valued neuron with a periodic activation function. Igor N. Aizenberg, Matthew Caudill, Jacob Jackson, Shane Alexander |
| 2010 | Learning objects on the fly - object recognition for the here and now. Christian Faubel, Gregor Schöner |
| 2010 | Learning process of Affordable Neural Network for backpropagation algorithm. Yoko Uwate, Yoshifumi Nishio |
| 2010 | Learning to recognize objects using waves of spikes and Spike Timing-Dependent Plasticity. Timothée Masquelier, Simon J. Thorpe |
| 2010 | Locally linear support vector machines and other local models. Vojislav Kecman, J. Paul Brooks |
| 2010 | MK-means - Modified K-means clustering algorithm. Hesam T. Dashti, Tiago Simas, Rita Almeida Ribeiro, Amir H. Assadi, André Moitinho de Almeida |
| 2010 | Machine learning approach for crude oil price prediction with Artificial Neural Networks-Quantitative (ANN-Q) model. Siti Norbaiti Abdullah, Xiao-Jun Zeng |
| 2010 | Making use of damped noisy gradient in training neural network. Md. Asaduzzaman, Sultan Uddin Ahmed, Md. Fazle Elahi Khan, M. Shahjahan, Kazuyuki Murase |
| 2010 | Mandarin stress detection using hierarchical model based boosting classification and regression tree. Chong-Jia Ni, Wenju Liu, Bo Xu |
| 2010 | Manifold regularization for structured outputs via the joint kernel. Chonghai Hu, James T. Kwok |
| 2010 | Mapping the Diffusion Network into a stochastic system in Very Large Scale Integration. Chen-Han Chien, Chih-Cheng Lu, Hsin Chen |
| 2010 | Maximizing pattern separation in discretizing continuous features for classification purposes. Enrico Ferrari, Marco Muselli |
| 2010 | Memory in reservoirs for high dimensional input. Michiel Hermans, Benjamin Schrauwen |
| 2010 | Memory versus non-linearity in reservoirs. David Verstraeten, Joni Dambre, Xavier Dutoit, Benjamin Schrauwen |
| 2010 | Mental development and representation building through motivated learning. Janusz A. Starzyk, Pawel Raif, Ah-Hwee Tan |
| 2010 | Metric representations of data via the Kernel-based Sammon Mapping. Mingbo Ma, Ryan Gonet, Ruizhi Yu, Georgios C. Anagnostopoulos |
| 2010 | Micro-scale smart grid optimization. Nathan Kowahl, Anthony Kuh |
| 2010 | Model predictive control by differential neural networks approach. Isaac Chairez, Alejandro García-González, Alexander S. Poznyak, Tatyana Poznyak |
| 2010 | Model selection for support vector machines: Advantages and disadvantages of the Machine Learning Theory. Davide Anguita, Alessandro Ghio, Noemi Greco, Luca Oneto, Sandro Ridella |
| 2010 | Modeling the Listeria monocytogenes survival/death curves using wavelet neural networks. Mahdi Amina, Vassilis S. Kodogiannis, Efstathios Z. Panagou, George-John E. Nychas |
| 2010 | Modeling the beneficial effects of incubation in creative brainstorming. Aydin Farajidavar, Daniel S. Levine, Nicholas W. Kohn, Paul B. Paulus |
| 2010 | Modelling of temperature in the aluminium smelting process using Neural Networks. Fábio Mendes Soares, Roberto Célio Limão de Oliveira |
| 2010 | Modified Neural Network aided EKF based SLAM for improving an accuracy of the feature map. Jeong-Gwan Kang, Su-Yong An, Se-Young Oh |
| 2010 | Modified Support Vector Regression in outlier detection. Junya Nishiguchi, Chosei Kaseda, Hirotaka Nakayama, Masao Arakawa, Yeboon Yun |
| 2010 | Modifying the learning rate of FLNG dealing with imbalanced datasets. Iván Machón González, Hilario López García, José Luís Calvo-Rolle |
| 2010 | Modular neural network integrator for human recognition from ear images. Lizette Gutierrez, Patricia Melin, Miguel Lopez |
| 2010 | Modular neural networks for person recognition using segmentation and the iris biometric measurement with image pre-processing. Fernando Gaxiola, Patricia Melin, Miguel Lopez |
| 2010 | Monitoring of distributed parameter systems based on a sensor network and ANFIS. Constantin Volosencu, Daniel-Ioan Curiac |
| 2010 | MuSeRA: Multiple Selectively Recursive Approach towards imbalanced stream data mining. Sheng Chen, Haibo He, Kang Li, Sachi Desai |
| 2010 | Multi-facet exploration of image collections with an adaptive multi-focus zoomable interface. Sebastian Stober, Christian Hentschel, Andreas Nürnberger |
| 2010 | Multi-label classification by ART-based neural networks and hierarchy extraction. Fernando Benites, Florian Brucker, Elena P. Sapozhnikova |
| 2010 | Multi-model ensemble forecasting in high dimensional chaotic system. Michael Baskara L. A. Siek, Dimitri P. Solomatine |
| 2010 | Multi-resolution state-space discretization for Q-Learning with pseudo-randomized discretization. Amanda Kathryn Lampton, John Valasek, Mrinal Kumar |
| 2010 | Multi-scale Support Vector Regression. Stefano Ferrari, Francesco Bellocchio, Vincenzo Piuri, N. Alberto Borghese |
| 2010 | Multi-task Learning for one-class classification. Haiqin Yang, Irwin King, Michael R. Lyu |
| 2010 | Multiagent Reinforcement Learning in the Iterated Prisoner's Dilemma: Fast cooperation through evolved payoffs. Vassilis Vassiliades, Chris Christodoulou |
| 2010 | Multiclass classifiers vs multiple binary classifiers using filters for feature selection. Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Pablo Garcia-Gonzalez, Verónica Bolón-Canedo |
| 2010 | Multiobjective multiclass support vector machine based on the one-against-all method. Keiji Tatsumi, Masato Tai, Tetsuzo Tanino |
| 2010 | Multiple kernel learning with ICA: Local discriminative image descriptors for recognition. Si-Yao Fu, Guosheng Yang, Zeng-Guang Hou |
| 2010 | N2Cloud: Cloud based neural network simulation application. Altaf Ahmad Huqqani, Xin Li, Peter Paul Beran, Erich Schikuta |
| 2010 | Naive Bayes texture classification applied to whisker data from a moving robot. Nathan F. Lepora, Mathew H. Evans, Charles W. Fox, Mathew E. Diamond, Kevin N. Gurney, Tony J. Prescott |
| 2010 | Naive Support Vector Regression and Multilayer Perceptron benchmarks for the 2010 neural network grand competition (NNGC) on time series prediction. Sven F. Crone, Nikolaos Kourentzes |
| 2010 | Natural language processing neural network for analogical inference. Masahiro Saito, Masafumi Hagiwara |
| 2010 | Negative correlation learning for classification ensembles. Shuo Wang, Huanhuan Chen, Xin Yao |
| 2010 | Negative emotion detection using the heart rate recovery and time for twelve-beats heart rate decay after exercise stress test. Chun-Han Yang, Jue-Long Wang, Ko-Long Lin, Yau-Hwang Kuo, Kuo-Sheng Cheng |
| 2010 | Neocortical frame-free vision sensing and processing through scalable Spiking ConvNet hardware. Luis A. Camuñas-Mesa, José Antonio Pérez-Carrasco, Carlos Zamarreño-Ramos, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco |
| 2010 | Neural assembly generation by selective connection weight updating. Yoshitsugu Kakemoto, Shinichi Nakasuka |
| 2010 | Neural behaviors and nonlinear dynamics of a rotate-and-fire digital spiking neuron. Tetsuya Hishiki, Hiroyuki Torikai |
| 2010 | Neural classifier for larvae recognition. Tatiana Baidyk, Ernst M. Kussul, Marco Antonio Rodríguez Flores, Alehandro Vega |
| 2010 | Neural expert weighing. Rafael Valle dos Santos, Marley Maria Bernardes Rebuzzi Vellasco |
| 2010 | Neural network architecture selection analysis with application to cryptography location. Jason L. Wright, Milos Manic |
| 2010 | Neural network based drug design for diabetes mellitus using QSAR with 2D and 3D descriptors. Jagdish Chandra Patra, Kenny H. K. Chua |
| 2010 | Neural network with ensembles. Ernst M. Kussul, Oleksandr Makeyev, Tatiana Baidyk, Daniel Calderon Reyes |
| 2010 | Neural network-based taxonomic clustering for metagenomics. Steven D. Essinger, Robi Polikar, Gail L. Rosen |
| 2010 | Neural networks recognition rate as index to compare the performance of fuzzy edge detectors. Olivia Mendoza, Patricia Melin, Oscar Castillo |
| 2010 | Neural networks to improve mathematical model adaptation in the flat steel cold rolling process. Antonio Luiz dos Santos Filho, Francisco Javier Ramirez Fernandez |
| 2010 | Neural predictor ensemble for accurate forecasting of PM Krzysztof Siwek, Stanislaw Osowski, Mieczyslaw Sowinski |
| 2010 | Neural-based approach to perceptual sparse coding of audio signals. Ramin Pichevar, Hossein Najaf-Zadeh, Frédéric Mustière |
| 2010 | Neural-based quality measurement of fingerprint images in contactless biometric systems. Ruggero Donida Labati, Vincenzo Piuri, Fabio Scotti |
| 2010 | Neural-network based regression model with prior from ranking information. Yajun Qu, Bo Dai, Bao-Gang Hu |
| 2010 | Neuro sliding mode based chatter free control for an artificial muscles robot arm. Syrine Boudoua, Faiza Hamerlain, Mustapha Hamerlain |
| 2010 | Neurobiological challenge on visually attentive navigation: Who triggers the development of hippocampal Place Fields? Who responds for the appearance of motivational status to navigate? Renan W. F. Vitral |
| 2010 | Neurocognitive spotlights: Configuring domains for ideation. Laxmi R. Iyer, Vaidehi Venkatesan, Ali A. Minai |
| 2010 | Neuromimetic encoding/decoding of spatiotemporal spiking signals from an artificial touch sensor. Luca Leonardo Bologna, Romain Brasselet, Marco Maggiali, Angelo Arleo |
| 2010 | Neuromorphic algorithms on clusters of PlayStation 3s. Tarek M. Taha, Pavan Yalamanchili, Mohammad Ashraf Bhuiyan, Rommel Jalasutram, Chong Chen, Richard W. Linderman |
| 2010 | Neuromorphic models on a GPGPU cluster. Bing Han, Tarek M. Taha |
| 2010 | Neuronet's method of weighted residuals for computer simulation of hydrodynamics problems. Alexander V. Kretinin, Yurij A. Bulygin, Michail I. Kirpichev, Tamara I. Darneva |
| 2010 | New top-down methods using SVMs for Hierarchical Multilabel Classification problems. Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho |
| 2010 | Non-destructive classification of watermelon ripeness using Mel-Frequency Cepstrum Coefficients and Multilayer Perceptrons. Shah Rizam Mohd Shah Baki, M. Annuar Mohd Z, Ihsan Mohd Yassin, Hasliza Abu Hassan, Azlee Zabidi |
| 2010 | Nonlinear adaptive Neuro-PID controller design for greenhouse environment based on RBF network. Haigen Hu, Lihong Xu, Ruihua Wei |
| 2010 | Nonlinear adaptive control using a fuzzy switching mechanism based on improved quasi-ARX neural network. Lan Wang, Yu Cheng, Jinglu Hu |
| 2010 | Nonlinear dynamic system identification using Legendre neural network. Jagdish Chandra Patra, Cédric Bornand |
| 2010 | Nonlinear regularization path for the modified Huber loss Support Vector Machines. Masayuki Karasuyama, Ichiro Takeuchi |
| 2010 | Novel algorithm for Bayesian network parameter learning with informative prior constraints. Rui Chang, Wei Wang |
| 2010 | Occurrence of false memories: A neural module considering context for memorization of words lists. Aluízio Fausto Ribeiro Araújo, Hansenclever de F. Bassani, Renato Ferrari Pacheco |
| 2010 | Off-line memory reprocessing following on-line unsupervised learning strongly improves recognition performance in a hierarchical visual memory. Jenia Jitsev, Christoph von der Malsburg |
| 2010 | On Gaussian random neuronal field model: Moment neuronal network approach. Wenlian Lu, Jianfeng Feng |
| 2010 | On HR calculus, quaternion valued stochastic gradient, and adaptive three dimensional wind forecasting. Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic |
| 2010 | On NSF "open questions, " some external properties of the brain as a learning system and an architecture for autonomous learning. Asim Roy |
| 2010 | On a training scheme based on orthogonalization and thresholding for a nonparametric regression problem. Katsuyuki Hagiwara |
| 2010 | On autocorrelation based on Hermann Weyl's discrepancy norm for time series analysis. Jean-Luc Bouchot, Johannes Himmelbauer, Bernhard Moser |
| 2010 | On the effectiveness of discretization on gene selection of microarray data. Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| 2010 | On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition. Damien Coyle, Girijesh Prasad, T. Martin McGinnity |
| 2010 | Opposition based computing - A survey. Fares S. Al-Qunaieer, Hamid R. Tizhoosh, Shahryar Rahnamayan |
| 2010 | Opposition-based particle swarm optimization for the design of beta basis function neural network. Habib Dhahri, Adel M. Alimi |
| 2010 | Optimal method for growth in dynamic self organizing learning systems. Sampath Yerramalla, Edgar Fuller, Bojan Cukic |
| 2010 | Optimal synaptic learning in non-linear associative memory. Andreas Knoblauch |
| 2010 | Optimization of type-2 fuzzy systems based on the level of uncertainty, applied to response integration in modular neural networks with multimodal biometry. Denisse Hidalgo, Patricia Melin, Oscar Castillo, Guillermo Licea |
| 2010 | Optimizing subclass discriminant Error Correcting Output Codes using particle swarm optimization. Dimitrios Bouzas, Nikolaos Arvanitopoulos, Anastasios Tefas |
| 2010 | Orthogonal linear local spline discriminant embedding for face recognition. Ying-Ke Lei, Rong-Xiang Hu, Lei Tang, Shanwen Zhang, De-Shuang Huang |
| 2010 | Over-segmentation and Neural Binary Validation for cursive handwriting recognition. Hong Lee, Brijesh K. Verma |
| 2010 | Parallel implementation of a spiking neuronal network model of unsupervised olfactory learning on NVidia Thomas Nowotny |
| 2010 | Parallel tempering is efficient for learning restricted Boltzmann machines. Kyunghyun Cho, Tapani Raiko, Alexander Ilin |
| 2010 | Performance evaluation of a community structure finding algorithm using modularity and C-rand measures. Harun Pirim, Dilip Gautam, Tanmay Bhowmik, Andy D. Perkins, Burak Eksioglu |
| 2010 | Period detection in light curves from astronomical objects using correntropy. Pablo A. Estévez, Pablo Huijse, Pablo Zegers, José C. Príncipe, Pavlos Protopapas |
| 2010 | Person identification using VEP signals and SVM classifiers. Aida Ferreira, Carlos Almeida, Petia Georgieva, Ana Maria Tomé |
| 2010 | Personalized facial expression recognition in indoor environments. Chuan-Yu Chang, Yan-Chiang Huang |
| 2010 | Photovoltaic plants predictive model by means of ANN trained by a hybrid evolutionary algorithm. Davide Caputo, Francesco Grimaccia, Marco Mussetta, Riccardo Enrico Zich |
| 2010 | Polynomial componentwise LS-SVM: Fast variable selection using low rank updates. Fabian Ojeda, Tillmann Falck, Bart De Moor, Johan A. K. Suykens |
| 2010 | Possibilities and limitations of decentralised traffic control systems. Sven Tomforde, Holger Prothmann, Jürgen Branke, Jörg Hähner, Christian Müller-Schloer, Hartmut Schmeck |
| 2010 | Possibility of synchronization in Hopfield like Chaotic Neural Networks with just adding a single neuron. Nariman Mahdavi Mazdeh, Mohammad Bagher Menhaj, Ahmad Afshar |
| 2010 | Potential support vector machines and Self-Organizing Maps for phytoplankton discrimination. Ismael F. Aymerich, Jaume Piera, Aureli Soria-Frisch |
| 2010 | Power ystem controller design: A comparison between breeder genetic algorithm and Population Based Incremental Learning. Severus Sheetekela, Komla A. Folly |
| 2010 | Predicting drug absorption rates through human skin. Yi Sun, Lun Tak Lam, Gary P. Moss, Maria Prapopoulou, Rod Adams, Neil Davey, David Gray, Marc B. Brown |
| 2010 | Predicting marital dissolutions using radial basis function neural networks. Alberto Guillén, Carlos Tovar, Luis Javier Herrera, Héctor Pomares, Jesús González, José F. Guillén, Ignacio Rojas |
| 2010 | Prediction and identification using recurrent wavelet-based cerebellar model articulation controller neural networks. Yu-Lin Liao, Che-Cheng Kuo, Ya-Fu Peng |
| 2010 | Predictive-spectral-spatial preprocessing for a multiclass brain-computer interface. Damien Coyle, Abdul Rehman Satti, T. Martin McGinnity |
| 2010 | Proactive reputation-based defense for MANETs using radial basis function neural networks. Eyosias Yoseph Imana, Fredric M. Ham, William H. Allen, Richard Ford |
| 2010 | Probabilistic Dynamic Logic of Phenomena and Cognition. Evgenii Vityaev, Boris Kovalerchuk, Leonid I. Perlovsky, Stanislav Smerdov |
| 2010 | Probabilistic robust hyperbola mixture model for interpreting ground penetrating radar data. Huanhuan Chen, Anthony G. Cohn |
| 2010 | Projection Vector Machine: One-stage learning algorithm from high-dimension small-sample data. Wanyu Deng, Qinghua Zheng, Shiguo Lian, Lin Chen, Xin Wang |
| 2010 | Pruning population size in XCS for complex problems. Barbara Rakitsch, Andreas Bernauer, Oliver Bringmann, Wolfgang Rosenstiel |
| 2010 | Quadratic neural unit and its network in validation of process data of steam turbine loop and energetic boiler. Ivo Bukovsky, Martin Lepold, Jirí Bíla |
| 2010 | Quadrivariate Empirical Mode Decomposition. Naveed ur Rehman, Danilo P. Mandic |
| 2010 | Quantum Morphogenetic System in View-Invariant recognition. Germano Resconi, Chu Kiong Loo, Nuo Wi Noel Tay |
| 2010 | Quaternion-valued short term forecasting of wind profile. Clive Cheong Took, Danilo P. Mandic, Kazuyuki Aihara |
| 2010 | Radial basis function classifier construction using particle swarm optimisation aided orthogonal forward regression. Sheng Chen, Xia Hong, Chris J. Harris |
| 2010 | Reaction-diffusion based model to develop binocular simple cells in visual cortex along with cortical maps. M. Sultan M. Siddiqui, Basabi Bhaumik |
| 2010 | Reasoning with spatial relations over high-content images. Nicolas Loménie |
| 2010 | Recurrent neural networks solving a real large scale mid-term scheduling for power plants. Ronaldo Ribeiro Barbosa de Aquino, Manoel A. Carvalho, Otoni Nóbrega Neto, Milde M. S. Lira, Givanildo J. de Almeida, Solange N. N. Tiburcio |
| 2010 | Recurrent snap-drift neural network for phrase recognition. Dominic Palmer-Brown, Chrisina Draganova |
| 2010 | Recurrent wavelets neural networks learning via dead zone Kalman filter. Juan Jose Cordova, Wen Yu |
| 2010 | Region enhanced neural Q-learning for solving model-based POMDPs. Marco A. Wiering, Thijs Kooi |
| 2010 | Region of Interest Based Image Classification using time series analysis. Ashraf Elsayed, Frans Coenen, Marta García-Fiñana, Vanessa Sluming |
| 2010 | Reinforcement Learning with a Gaussian mixture model. Alejandro Agostini, Enric Celaya |
| 2010 | Reinforcement learning based adaptive rate control for delay-constrained communications over fading channels. Xiaochen Li, Haibo He, Yu-Dong Yao |
| 2010 | Reinforcement learning using associative memory networks. Ricardo Salmon, Alireza Sadeghian, Sylvain Chartier |
| 2010 | Relational topological clustering. Lazhar Labiod, Nistor Grozavu, Younès Bennani |
| 2010 | Retinal image classification using a histogram based approach. Mohd. Hanafi Ahmad Hijazi, Frans Coenen, Yalin Zheng |
| 2010 | Rhythmic component extraction considering phase alignment and the application to motor imagery-based brain computer interfacing. Hiroshi Higashi, Toshihisa Tanaka, Yasue Mitsukura |
| 2010 | Robot guiding with obstacle avoidance algorithm for uncertain enviroments based on DTCNN. Jordi Albo-Canals, José A. Villasante-Bembibre, Sergi Consul-Pacareu, Jordi Riera-Babures, Xavier Vilasís-Cardona |
| 2010 | Robot planning by cooperation of Hopfield networks - A case of Warehouse Keeper Puzzle (sokoban) -. Kairi Miyazaki, Satoshi Matsuda |
| 2010 | Robot visual homing using conjugate gradient Temporal Difference learning, radial basis features and a whole image measure. Abdulrahman Altahhan |
| 2010 | Robust mixture modeling using the Pearson type VII distribution. Jianyong Sun, Ata Kabán, Jonathan M. Garibaldi |
| 2010 | Robust neural network RISE observer based fault diagnostics and prediction. James W. Fonda, Sarangapani Jagannathan, Steve E. Watkins |
| 2010 | Robust pattern recognition using chaotic dynamics in Attractor Recurrent Neural Network. Masoumeh Azarpour, Seyyed Ali Seyyedsalehi, Aboozar Taherkhani |
| 2010 | Robust predictive controller based on an uncertain neural networks model. Ahmed Mnasser, Faouzi Bouani, Mekki Ksouri |
| 2010 | Robust recurrent wavelet-based CMAC control for uncertain nonlinear systems with H Ya-Fu Peng, Hsiang-Wei Lai, Chih-Hui Chiu, Rong-Jong Wai |
| 2010 | Robust relevance vector machine with noise variance coefficient. Min Han, Yao Zhao |
| 2010 | Robust stability analysis of Linsker-Type Hebbian learning multi-time scale neural networks under parametric uncertainties. Anke Meyer-Bäse, Sylvain Lespinats, Ingo R. Keck, Elmar Wolfgang Lang |
| 2010 | Rolling element bearing diagnosis using convex hull. Sara Lioba Volpi, Marco Cococcioni, Beatrice Lazzerini, Dan C. Stefanescu |
| 2010 | Rule extraction from neural networks for medical domains. Darren Dancey, Zuhair Bandar, David McLean |
| 2010 | Rule-based classification approach for railway wagon health monitoring. G. M. Shafiullah, A. B. M. Shawkat Ali, Adam Thompson, Peter J. Wolfs |
| 2010 | SARSA-based reinforcement learning for motion planning in serial manipulators. Ignazio Aleo, Paolo Arena, Luca Patané |
| 2010 | SMART: Simultaneous indoor localization and map construction using smartphones. Peng Zhuang, Dan Wang, Yi Shang |
| 2010 | SOAR - Sparse Oracle-based Adaptive Rule extraction: Knowledge extraction from large-scale datasets to detect credit card fraud. Nick F. Ryman-Tubb, Artur S. d'Avila Garcez |
| 2010 | SVM - Neighbor based candidate working set selection applied on text-categorization. Eduardo Akira Kinto, Emilio Del-Moral-Hernandez |
| 2010 | SVM with entropy regularization and particle swarm optimization for identifying children's health and socioeconomic determinants of education attainments using linked datasets. Shang-Ming Zhou, Ronan A. Lyons, Owen Bodger, Joanne C. Demmler, Mark D. Atkinson |
| 2010 | Segmentation of head MR images using hybrid neural networks of unsupervised learning. Toshimitsu Otani, Kazuhito Sato, Hirokazu Madokoro, Atsushi Inugami |
| 2010 | Selective attention improves self-organization of cortical maps with multiple inputs. Thomas Trappenberg, Aya Saito, Pitoyo Hartono |
| 2010 | Self organizing maps with the correntropy induced metric. Rakesh Chalasani, José C. Príncipe |
| 2010 | Self-organization of two interacting winner-take-all systems. Junmei Zhu |
| 2010 | Self-organized executive control functions. Michail Maniadakis, Panos E. Trahanias, Jun Tani |
| 2010 | Self-organizing agents for reinforcement learning in virtual worlds. Yilin Kang, Ah-Hwee Tan |
| 2010 | Self-organizing neural networks for behavior modeling in games. Shu Feng, Ah-Hwee Tan |
| 2010 | Self-sustained activity in attractor networks using neuromorphic VLSI. Patrick Camilleri, Massimiliano Giulioni, Maurizio Mattia, Jochen Braun, Paolo Del Giudice |
| 2010 | Semantic Subspace Learning with conditional significance vectors. Nandita Tripathi, Stefan Wermter, Chihli Hung, Michael P. Oakes |
| 2010 | Semantic description of multimedia contents for the optimization of the advertising impact on TV program grids. Teresa García-Valverde, Alberto Caballero, Juan A. Botía, Antonio Fernandez Gómez-Skarmeta |
| 2010 | Semi-supervised learning for weighted LS-SVM. Mathias M. Adankon, Mohamed Cheriet |
| 2010 | Semi-supervised learning from imperfect data through particle cooperation and competition. Fabricio A. Breve, Liang Zhao, Marcos G. Quiles |
| 2010 | Sensitivity analysis for time lag selection to forecast seasonal time series using Neural Networks and Support Vector Machines. Paulo Cortez |
| 2010 | Short Term Load Forecasting using Echo State Networks. Hemen Showkati, Amir H. Hejazi, Sajad Elyasi |
| 2010 | Signaling pathways coupling phenomena. Michele Donato, Sorin Draghici |
| 2010 | Silver chalcogenide based memristor devices. Antonio S. Oblea, Achyut Timilsina, David Moore, Kristy A. Campbell |
| 2010 | Simulating probability learning and probabilistic reversal learning using the attention-gated reinforcement learning (AGREL) model. Burak Erdeniz, Nart Bedin Atalay |
| 2010 | Simulating the effects of cortical feedback in the superior colliculus with topographic maps. Athanasios Pavlou, Matthew C. Casey |
| 2010 | Sliding Empirical Mode Decomposition. Rupert Faltermeier, Angela Zeiler, Ingo R. Keck, Ana Maria Tomé, Alexander Brawanski, Elmar Wolfgang Lang |
| 2010 | Sliding mode online learning for flight control applications in unmanned aerial systems. Thomas Krüger, Michael Moessner, Andreas Kuhn, Joachim Axmann, Peter Voersmann |
| 2010 | Software defect prediction using static code metrics underestimates defect-proneness. David Gray, David Bowes, Neil Davey, Yi Sun, Bruce Christianson |
| 2010 | Space-varying cellular neural networks designed by Hopfield neural network. Yasuhiro Ueda, Masakazu Kawahara, Takashi Inoue, Yoko Uwate, Yoshifumi Nishio |
| 2010 | Spacecraft coordination control in 6DOF based on Neural Network. Haibo Min, Fuchun Sun, Shicheng Wang, Zhiguo Liu, Jinsheng Zhang |
| 2010 | Sparse kernel density estimation technique based on zero-norm constraint. Xia Hong, Sheng Chen, Chris J. Harris |
| 2010 | Spatio-spectral sufficient statistic for mental imagery EEG signals. Mohammad Shahin Mahanta, Amirhossein S. Aghaei, Konstantinos N. Plataniotis, Subbarayan Pasupathy |
| 2010 | Spatio-temporal sequence learning of visual place cells for robotic navigation. Vu Anh Nguyen, Janusz A. Starzyk, Alex Leng Phuan Tay, Wooi-Boon Goh |
| 2010 | Spectral Clustering with Reverse Soft K-Nearest Neighbor Density Estimation. Olcay Kursun |
| 2010 | Stability analysis of self-organizing maps and vector quantization algorithms. Mauro Tucci, Marco Raugi |
| 2010 | State-space control of nonlinear systems identified by ANARX and Neural Network based SANARX models. Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov |
| 2010 | Statistical spiking model for real world pattern recognition applications. Alireza A. Dibazar, Sageev T. George, Theodore W. Berger |
| 2010 | Stochastic weight update in the backpropagation algorithm on feed-forward neural networks. Juraj Koscák, Rudolf Jaksa, Peter Sincak |
| 2010 | Stock price prediction using Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network. Ngoc Nam Nguyen, Chai Quek |
| 2010 | Study of active learning in the challenge. Yukun Chen, Serial Mani |
| 2010 | Studying the economy of energy expenditure in a large balanced spiking neuron network. Hiroyasu Ando, K. Karthik, V. Srinivasa Chakravarthy |
| 2010 | Support Feature Machines: Support vectors are not enough. Tomasz Maszczyk, Wlodzislaw Duch |
| 2010 | Temporally coupled Principal Component Analysis: A Probabilistic autoregression method. Jacqueline Christmas, Richard M. Everson |
| 2010 | Ternary multiway switch and its implementation by neuron-like element. Takako Soma, Takashi Soma |
| 2010 | Terrain identification in grayscale images with recurrent neural networks. Mahmoud Abou-Nasr |
| 2010 | Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation. Tao Yang, Vojislav Kecman, Longbing Cao, Chengqi Zhang |
| 2010 | Testing olfactory models with an artificial experimental platform. Eugenio Martinelli, Davide Polese, Francesca Dini, Roberto Paolesse, Daniel Filippini, Arnaldo D'Amico, Detlev Schild, Ingemar Lundström, Corrado Di Natale |
| 2010 | Testing potentials of dynamic quadratic neural unit for prediction of lung motion during respiration for tracking radiation therapy. Ivo Bukovsky, Kei Ichiji, Noriyasu Homma, Makoto Yoshizawa, Ricardo Rodríguez Jorge |
| 2010 | Thalamocortical circuitry and alpha rhythm slowing: An empirical study based on a classic computational model. Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire |
| 2010 | The Leaky Integrate-and-Fire neuron: A platform for synaptic model exploration on the SpiNNaker chip. Alexander D. Rast, Francesco Galluppi, Xin Jin, Steve B. Furber |
| 2010 | The central control of oriented locomotion in insects - towards a neurobiological model. Ronald Strauss, Christian Berg |
| 2010 | The controlled conjugate gradient type trajectory-following neural net for minimization of nonconvex functions. Amit Bhaya, Fernando Agustin Pazos, Eugenius Kaszkurewicz |
| 2010 | The creativity effect: Consciousness versus attention. John G. Taylor |
| 2010 | The effect of finite sample size on the holdout error probability estimator of homoscedastic multi-class Gaussian classification problems. Moataz El Ayadi, Konstantinos N. Plataniotis |
| 2010 | The knowledge instinct of autonomous adaptation. Leonid I. Perlovsky, Roman Ilin |
| 2010 | The neuronal substrate underlying order and interval representations in sequential tasks: A biologically based robot study. Encarni Marcos, Armin Duff, Martí Sánchez-Fibla, Paul F. M. J. Verschure |
| 2010 | The real-world localization and classification of multiple odours using a biologically based neurorobotics approach. José Maria Blanco Calvo, Sergi Bermúdez i Badia, Hector Tapia Simo, Paul F. M. J. Verschure |
| 2010 | The role of neural synchrony and rate in high-dimensional input systems. The Antennal Lobe: A case study. Miguel Lechon, Dominique Martinez, Paul F. M. J. Verschure, Sergi Bermúdez i Badia |
| 2010 | Time receiver operating characteristic (tROC) curves: A new tool for evaluating the performance of diagnostic systems. Ya Xue, Neil H. W. Eklund, Xiao Hu, Weizhong Yan |
| 2010 | Time series analysis of inertial-body signals for the extraction of dynamic properties from human gait. Albert Samà, Diego E. Pardo Ayala, Joan Cabestany, Alejandro Rodríguez-Molinero |
| 2010 | Time series forecasting by evolving artificial neural networks using genetic algorithms and differential evolution. Juan Peralta, Xiaodong Li, Germán Gutiérrez, Araceli Sanchis |
| 2010 | Time series forecasting by evolving artificial neural networks using genetic algorithms and estimation of distribution algorithms. Juan Peralta, Germán Gutiérrez, Araceli Sanchis |
| 2010 | Time series forecasting with appetitive reward-based pseudo-outer-product fuzzy neural network. Eng-Yeow Cheu, Chai Quek, See-Kiong Ng |
| 2010 | Time series forecasting: Automatic determination of lags and radial basis neural networks for a changing horizon environment. Elisabet Parras-Gutierrez, Víctor M. Rivas |
| 2010 | Time-series temporal classification using Feature Ensemble learning. Ruoqian Liu, Yi Lu Murphey |
| 2010 | Top-down visual selective attention model combined with bottom-up saliency map for incremental object perception. Sang-Woo Ban, Bumhwi Kim, Minho Lee |
| 2010 | Topographic under-sampling for unbalanced distributions. Fatma Hamdi, Mustapha Lebbah, Younès Bennani |
| 2010 | Topological chaos and chaotic iterations application to hash functions. Christophe Guyeux, Jacques M. Bahi |
| 2010 | Topological features in locally connected RBMs. Andreas C. Müller, Hannes Schulz, Sven Behnke |
| 2010 | Topology optimization for artificial neural networks using differential evolution. Nicole L. Mineu, Teresa Bernarda Ludermir, Leandro M. Almeida |
| 2010 | Toward a Smart Grid: Integration of computational intelligence into Power Grid. Haibo He |
| 2010 | Towards autonomous bootstrapping for life-long learning categorization tasks. Stephan Kirstein, Heiko Wersing, Edgar Körner |
| 2010 | Towards estimating selective auditory attention from EEG using a novel time-frequency-synchronisation framework. David Looney, Cheolsoo Park, Yili Xia, Preben Kidmose, Michael Ungstrup, Danilo P. Mandic |
| 2010 | Towards optical flow-based robotic homing. Sotirios Ch. Diamantas, Anastasios Oikonomidis, Richard M. Crowder |
| 2010 | Tracking gestures using a probabilistic Self-Organising network. Anastassia Angelopoulou, Alexandra Psarrou, José García Rodríguez, Gaurav Gupta |
| 2010 | Training a spiking neural network to control a 4-DoF robotic arm based on Spike Timing-Dependent Plasticity. Alexandros Bouganis, Murray Shanahan |
| 2010 | Transferred correlation learning: An incremental scheme for neural network ensembles. Lei Jiang, Jian Zhang, Gabrielle Allen |
| 2010 | Two perspectives to investigate the intrinsic organization of the dynamic and ongoing spontaneous brain activity in humans. Zhijiang Wang, Jiming Liu, Ning Zhong, Haiyan Zhou, Yulin Qin |
| 2010 | Two-dimensional Neighborhood Discriminant Projection. Shanwen Zhang, Ying-Ke Lei, De-Shuang Huang |
| 2010 | Uncertainty with the Gamma Test for model input data selection. Dawei Han, Weizhong Yan, Ali Moghaddam Nia |
| 2010 | Unconstrained offline handwriting recognition using connectionist character N-grams. Francisco Zamora-Martínez, María José Castro Bleda, Salvador España Boquera, Jorge Gorbe-Moya |
| 2010 | Unifying quality metrics for reservoir networks. Thomas E. Gibbons |
| 2010 | Unscented grid filtering and elman recurrent networks. Nikolay Y. Nikolaev, Derrick Takeshi Mirikitani, Evgueni N. Smirnov |
| 2010 | Unsupervised and adaptive category classification for a vision-based mobile robot. Masahiro Tsukada, Hirokazu Madokoro, Kazuhito Sato |
| 2010 | Unsupervised dimensionality reduction: Overview and recent advances. John Aldo Lee, Michel Verleysen |
| 2010 | Unsupervised learning via iteratively constructed clustering ensemble. Yun Yang, Ke Chen |
| 2010 | Use of Artificial Neural Networks for improving fiber optic microbend sensor performance. Hasan Seckin Efendioglu, Tulay Yildirim, Kemal M. Fidanboylu |
| 2010 | Use of a FIS for low cost student presence detector in e-learning 2.0. Vincenzo Di Lecce, Antonella Giove, Alessandro Quarto |
| 2010 | Using multiple measures to predict confidence in instance classification. Kristine Monteith, Tony R. Martinez |
| 2010 | Vehicle detection using Bayesian Network Enhanced Cascades Classification (BNECC). Shen Xu, Yi Lu Murphey |
| 2010 | Virtual Organization for computational intelligence (VOCI): architecture and realization. Wajeeha Khalil, Jürgen Mangler, Erich Schikuta |
| 2010 | Virtual k-fold cross validation: An effective method for accuracy assessment. Cesare Alippi, Manuel Roveri |
| 2010 | Visual spike-based convolution processing with a Cellular Automata architecture. Manuel Rivas Pérez, Alejandro Linares-Barranco, Joaquín Cerdá, Néstor Ferrando, Gabriel Jiménez, Antón Civit |
| 2010 | Visualizing Support Vectors and topological data mapping for improved generalization capabilities. Hirokazu Madokoro, Kazuhito Sato |
| 2010 | WIPs real-time control using RIBTC. Chih-Hui Chiu, Ya-Fu Peng, You-Wei Lin |
| 2010 | WWN-2: A biologically inspired neural network for concurrent visual attention and recognition. Zhengping Ji, Juyang Weng |
| 2010 | Where-What Network 3: Developmental top-down attention for multiple foregrounds and complex backgrounds. Matthew D. Luciw, Juyang Weng |
| 2010 | Yet Rapid ICA: Applications to un-indexed image-to-image retrieval. Ryota Yokote, Yasuo Matsuyama |
| 2010 | Zero-sum two-player game theoretic formulation of affine nonlinear discrete-time systems using neural networks. Shahab Mehraeen, Travis Dierks, Sarangapani Jagannathan, Mariesa L. Crow |
| 2010 | Zip nets: Efficient associative computation with binary synapses. Andreas Knoblauch |
| 2010 | e-Learning system to support teacher's awareness for misunderstandings in quiz. Taisuke Nakamura, Takuma Imai, Haruhiko Takase, Naoki Morita, Hiroharu Kawanaka, Shinji Tsuruoka |
| 2010 | pRAM n-tuple Classifier - a new architecture of probabilistic RAM neurons for classification problems. Paulo J. L. Adeodato, Rosalvo F. O. Neto |