| 2012 | 3D depth camera based human posture detection and recognition Using PCNN circuits and learning-based hierarchical classifier. Hualiang Zhuang, Bo Zhao, Zohair Ahmad, Shoushun Chen, Kay Soon Low |
| 2012 | A KNN-SVM hybrid model for cursive handwriting recognition. Cleber Zanchettin, Byron Leite Dantas Bezerra, Washington W. Azevedo |
| 2012 | A RSCMAC based forecasting for Solar Irradiance from local weather information. Ching-Tsan Chiang, Yung-Sheng Lee, Xiao Ru Li, Chiung-Chou Liao |
| 2012 | A SOM-based model for multi-sensory integration in the superior colliculus. Johannes Bauer, Cornelius Weber, Stefan Wermter |
| 2012 | A biologically inspired action selection algorithm based on principles of neuromodulation. Jeffrey L. Krichmar |
| 2012 | A biologically-inspired affective model based on cognitive situational appraisal. Feng Shu, Ah-Hwee Tan |
| 2012 | A committee of MLP with adaptive slope parameter trained by the quasi-Newton method to solve problems in hydrologic optics. Fábio Dall Cortivo, Ezzat S. Chalhoub, Haroldo F. de Campos Velho |
| 2012 | A comparative evaluation of the Generative Topographic Mapping and the Elastic Net for the formation of Ocular Dominance stripes. Dror Cohen, Andrew P. Paplinski |
| 2012 | A comparison of learning speed and ability to cope without exploration between DHP and TD(0). Michael Fairbank, Eduardo Alonso |
| 2012 | A computational model of early visual cortex using konio-cellular pathway projections. A. Ravishankar Rao, Youping Xiao |
| 2012 | A data mining approach for preventing undergraduate students retention. Hadautho Roberto Barros da Silva, Paulo Jorge Leitão Adeodato |
| 2012 | A decentralized fault detection and prediction scheme for nonlinear interconnected continuous-time systems. Hasan Ferdowsi, Deepthi L. Raja, Sarangapani Jagannathan |
| 2012 | A direct perception for decision making of a service robot. Hiroyuki Masuta, Yasuto Tamura, Hun-ok Lim |
| 2012 | A discrete-time switching neural network for quadratic programming. Sanfeng Chen, Shuai Li, Yongsheng Liang, Y. Lou |
| 2012 | A distributed architecture for sensor fault detection and isolation using adaptive approximation. Vasso Reppa, Marios M. Polycarpou, Christos G. Panayiotou |
| 2012 | A fast large scale iris database classification with Optimum-Path Forest technique: A case study. Luis Claudio Sugi Afonso, João P. Papa, Aparecido Nilceu Marana, Ahmad Poursaberi, Svetlana N. Yanushkevich |
| 2012 | A fault/anomaly system prognosis using a data-driven approach considering uncertainty. Teresa Escobet, Joseba Quevedo, Vicenç Puig |
| 2012 | A fingerprint spoof detection based on MLP and SVM. Luis Filipe A. Pereira, Hector N. B. Pinheiro, Jose Ivson S. Silva, Anderson G. Silva, Thais M. L. Pina, George D. C. Cavalcanti, Tsang Ing Ren, Joao Paulo Nogueira de Oliveir |
| 2012 | A foreign exchange market trading system by combining GHSOM and SVR. Rodrigo F. B. de Brito, Adriano L. I. Oliveira |
| 2012 | A generalized asynchronous digital spiking neuron: Theoretical analysis and compartmental model. Takashi Matsubara, Hiroyuki Torikai |
| 2012 | A generalized canonical correlation analysis based method for blind source separation from related data sets. Juha Karhunen, Tele Hao, Jarkko Ylipaavalniemi |
| 2012 | A genetic-based approach to features selection for ensembles using a hybrid and adaptive fitness function. Anne M. P. Canuto, Diego Silveira Costa Nascimento |
| 2012 | A group-decision making model of orientation detection. Hui Wei, Yuan Ren, Zheyan Wang |
| 2012 | A hierarchal classifier for identifying independent components. Chin-Teng Lin, Yu-Kai Wang, Shi-An Chen |
| 2012 | A hierarchical Bayesian model for pattern recognition. Ashwini Shikaripur Nadig, Brian Potetz |
| 2012 | A memory efficient graph kernel. Giovanni Da San Martino, Nicolò Navarin, Alessandro Sperduti |
| 2012 | A method for analysis and correction of cross-talk effects in pathway analysis. Michele Donato, Sorin Draghici, Alin Tomoiaga, Peter Westfall, Zhonghui Xu, Roberto Romero |
| 2012 | A methodology for revealing and monitoring the strategies played by neural networks in mind games. Amr S. Ghoneim, Daryl Leslie Essam |
| 2012 | A modified Wavelet-Common Spatial Pattern method for decoding hand movement directions in brain computer interfaces. Neethu Robinson, A. Prasad Vinod, Cuntai Guan, Kai Keng Ang, Keng Peng Tee |
| 2012 | A modified fast recursive hidden nodes selection algorithm for ELM. Min Han, Xinying Wang |
| 2012 | A neural approach for robot navigation based on cognitive map learning. Wenjie Yan, Cornelius Weber, Stefan Wermter |
| 2012 | A neural correlate to learning decision and control using functional synaptic efficacy. Chenhui Yang, Sijia Wang, Bing Cheng, Yuan Yuan, Jennie Si |
| 2012 | A neural networks-based fitting to high energy stopping power data for heavy ions in solid matter. Michael M. Li, William W. Guo, Brijesh K. Verma, Hong Lee |
| 2012 | A neurocomputational amygdala model of auditory fear conditioning: A hybrid system approach. Nicolás Navarro-Guerrero, Robert J. Lowe, Stefan Wermter |
| 2012 | A neurodynamic approach to bicriteria model predictive control of nonlinear affine systems based on a Goal Programming formulation. Zheng Yan, Jun Wang |
| 2012 | A neurofeedback training paradigm for motor imagery based Brain-Computer Interface. Bin Xia, Qingmei Zhang, Hong Xie, Jie Li |
| 2012 | A neuroscientific approach to choice modeling: Electroencephalogram (EEG) and user preferences. Rami N. Khushaba, Sarath Kodagoda, Gamini Dissanayake, Luke Greenacre, Sandra Burke, Jordan J. Louviere |
| 2012 | A new Granular Computing approach for sequences representation and classification. Antonello Rizzi, Guido Del Vescovo, Lorenzo Livi, Fabio Massimo Frattale Mascioli |
| 2012 | A new geometric recurrent neural network based on radial basis function and Elman models. Eduardo Vázquez-Santacruz, Eduardo Bayro-Corrochano |
| 2012 | A new model for measuring the accuracies of majority voting ensembles. Xueyi Wang |
| 2012 | A nonparametric criterion for the selection of the number of factors and nonnegative extension for gradient-based matrix factorization. Aneesha Bakharia, Vladimir Nikulin |
| 2012 | A note on adaptive Lp regularization. Xiangnan He, Wenlian Lu, Tianping Chen |
| 2012 | A novel approach to robot vision using a hexagonal grid and spiking neural networks. Dermot Kerr, Sonya A. Coleman, Thomas Martin McGinnity, Qingxiang Wu, Marine Clogenson |
| 2012 | A novel image watermarking scheme using Extreme Learning Machine. Anurag Mishra, Amita Goel, Rampal Singh, Girija Chetty, Lavneet Singh |
| 2012 | A novel ranking method of web search result using clustering and concordance count. Toshihiro Yoshida, Masafumi Matsuhara, Goutam Chakraborty, Hiroshi Mabuchi |
| 2012 | A novel target recognition scheme for WSNs. Mohammed Al-Naeem, Asad I. Khan |
| 2012 | A particle swarm optimization-based neural network for detecting nocturnal hypoglycemia using electroencephalography signals. Lien B. Nguyen, Anh V. Nguyen, Sai-Ho Ling, Hung T. Nguyen |
| 2012 | A position based visual tracking system for a 7 DOF robot manipulator using a Kinect camera. Indrazno Siradjuddin, Laxmidhar Behera, Thomas Martin McGinnity, Sonya A. Coleman |
| 2012 | A projection based learning in Meta-cognitive Radial Basis Function Network for classification problems. G. Sateesh Babu, Ramaswamy Savitha, Suresh Sundaram |
| 2012 | A projective clustering algorithm based on significant local dense areas. Yu Zong, Guandong Xu, Ping Jin, Xun Yi, Enhong Chen, Zongda Wu |
| 2012 | A proposal for human action classification based on motion analysis and artificial neural networks. Thiago da Rocha, Flavio de Barros Vidal, Alexandre Ricardo Soares Romariz |
| 2012 | A quantum information retrieval approach to memory. Kirsty Kitto, Peter Bruza, Liane Gabora |
| 2012 | A recurrent neural network for inter-localization of mobile phones. Shuai Li, Sanfeng Chen, Y. Lou, B. Lu, Yongsheng Liang |
| 2012 | A scalable rayleigh-ritz style method for large scale Canonical Correlation Analysis. Lin Zhu, De-Shuang Huang |
| 2012 | A scalable wide area monitoring system using cellular neural networks. Karthikeyan Balasubramaniam, Bipul Luitel, Ganesh Kumar Venayagamoorthy |
| 2012 | A self-organizing multi-memory system for autonomous agents. Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Yuan-Sin Tan |
| 2012 | A semi-supervised formulation to binary kernel spectral clustering. Carlos Alzate, Johan A. K. Suykens |
| 2012 | A sequence based dynamic SOM model for text clustering. Upuli Gunasinghe, Sumith Matharage, Damminda Alahakoon |
| 2012 | A short length window-based method for islanding detection in distributed generation. Mollah R. Alam, Kashem M. Muttaqi, Abdesselam Bouzerdoum |
| 2012 | A simple platform of brain-controlled mobile robot and its implementation by SSVEP. Cheng Zhang, Yosuke Kimura, Hiroshi Higashi, Toshihisa Tanaka |
| 2012 | A simple probabilistic spiking neuron model with Hebbian learning rules. Ting Wu, Siyao Fu, Long Cheng, Rui Zheng, Xiuqing Wang, Xinkai Kuai, Guosheng Yang |
| 2012 | A simple synchronization criterion for a complex network based on the feedback. Mo Zhao, Huaguang Zhang, Zhiliang Wang, Yanhong Luo |
| 2012 | A small-world of neuronal functional network from multi-electrode recordings during a working memory task. Hu Lu, Bao-ming Li, Hui Wei |
| 2012 | A sparse kernel representation method for image classification. Shuyuan Yang, Yue Han, Xiangrong Zhang |
| 2012 | A spectral algorithm for topographical Co-clustering. Nicoleta Rogovschi, Lazhar Labiod, Mohamed Nadif |
| 2012 | A spiking network for object and ego-motion detection in roving robots. Paolo Arena, Luca Patané |
| 2012 | A statistical aimbot detection method for online FPS games. Su-Yang Yu, Nils Y. Hammerla, Jeff Yan, Peter Andras |
| 2012 | A statistical analysis of soft-margin support vector machines for non-separable problems. Hiroyuki Funaya, Kazushi Ikeda |
| 2012 | A study on CPG model transition swing and stance pattern with interstitial cells. Katsutoshi Saeki, Tatsuya Tatebe, Yoshifumi Sekine |
| 2012 | A study on cost-effective P2P traffic classification. Tao Ban, Shanqing Guo, Masashi Eto, Daisuke Inoue, Koji Nakao |
| 2012 | A unified approach to evolving plasticity and neural geometry. Sebastian Risi, Kenneth O. Stanley |
| 2012 | A unified model for support vector machine and support vector data description. Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma |
| 2012 | A voxel selection method for the multivariate analysis of imaging genetics data. Sambu Seo, Johannes Mohr, Hauke R. Heekeren, Andreas Heinz, Ben Eppinger, Shu-Chen Li, Klaus Obermayer |
| 2012 | A wearable activity sensor system and its physical activity classification scheme. Fang-Chen Chuang, Jeen-Shing Wang, Ya-Ting C. Yang, Tzu-Ping Kao |
| 2012 | A weighting approach for autoassociative memories to improve accuracy in memorization. Kazuaki Masuda, Bunpei Fukui, Kenzo Kurihara |
| 2012 | ANN validation system for ICU neonatal data. Federico Cismondi, André S. Fialho, Xiaoning Lu, Susana M. Vieira, James E. Gray, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein |
| 2012 | Abdominal CTA image analisys through active learning and decision random forests: Aplication to AAA segmentation. Josu Maiora, Manuel Graña |
| 2012 | Accurate prediction of error in Haplotype Inference methods through neural networks. Rogério S. Rosa, Rafael H. S. Santos, Katia S. Guimarães |
| 2012 | Activity recognition in collaborative environments. Afsaneh Doryab, Julian Togelius |
| 2012 | Activity recognition using body mounted sensors: An unsupervised learning based approach. Dorra Trabelsi, Samer Mohammed, Yacine Amirat, Latifa Oukhellou |
| 2012 | Adaptation of the generalized Carnot cycle to describe thermodynamics of cerebral cortex. Walter J. Freeman, Robert Kozma, Giuseppe Vitiello |
| 2012 | Adaptive dynamic TSKCMAC neural networks for prediction and identification. Yu-Lin Liao, Ya-Fu Peng, Chiung-Chou Liao |
| 2012 | Adaptive dynamic programming with stable value iteration algorithm for discrete-time nonlinear systems. Qinglai Wei, Derong Liu |
| 2012 | Adaptive dynamic programming-based state quantized networked control system without value and/or policy iterations. Qiming Zhao, Hao Xu, Sarangapani Jagannathan |
| 2012 | Adaptive neural network tracking control of robotic systems. Wen-Shyong Yu |
| 2012 | Adaptive neuro-wavelet control for the ship trajectory tracking problem. Chiu-Hsiung Chen, Chiung-Chou Liao, Ching-Tsan Chiang |
| 2012 | Advanced systems in medical decision-making using intelligent computing. Application to magnetic resonance imaging. David Jaramillo, Ignacio Rojas, Olga Valenzuela, Ignacio Garcia, Alberto Prieto |
| 2012 | Alzheimer's disease detection using a Projection Based Learning Meta-cognitive RBF Network. G. Sateesh Babu, Suresh Sundaram, B. S. Mahanand |
| 2012 | An HMM-based change detection method for intelligent embedded sensors. Cesare Alippi, Stavros Ntalampiras, Manuel Roveri |
| 2012 | An adaptive kernel width update for correntropy. Songlin Zhao, Badong Chen, José C. Príncipe |
| 2012 | An algorithm for computing attribute reducts based on graph search strategy. Minghui Shi, Changle Zhou, Fei Chao, Min Jiang |
| 2012 | An ensemble approach for ordinal threshold models applied to liver transplantation. M. Pérez-Ortiz, Pedro Antonio Gutiérrez, César Hervás-Martínez, Javier Briceño, Manuel de la Mata |
| 2012 | An experimental evaluation of pairwise adaptive support vector machines. Kenny Hong, Stephan K. Chalup, Robert A. R. King |
| 2012 | An hierarchical approach towards road image segmentation. Ashfaqur Rahman, Brijesh K. Verma, David R. Stockwell |
| 2012 | An improved neural network ensemble model of Aldose Reductase inhibitory activity. B. Keshavarz Hedayati, Rafael Parra-Hernandez, Erik M. Laxdal, Nikitas J. Dimopoulos, Panagiotis Alexiou, V. J. Demopoulos |
| 2012 | An information theoretic kernel algorithm for robust online learning. Haijin Fan, Qing Song, Zhao Xu |
| 2012 | An iterative algorithm for singular value decomposition on noisy incomplete matrices. Kyunghyun Cho, Nima Reyhani |
| 2012 | Analysis and learning of periodic orbits in dynamic binary neural networks. Ryo Ito, Yuta Nakayama, Toshimichi Saito |
| 2012 | Analysis of Multilayer Perceptron networks in the multicore era. Samuel Xavier de Souza, Francisco Ary Alves de Souza, Adrião Duarte Dória Neto |
| 2012 | Analysis of pedestrian spatial behaviour using GDTW-P-SVMs. Arash Jalalian, Stephan K. Chalup, Michael J. Ostwald |
| 2012 | Analysis of phase relationship in ECoG using Hilbert transform and information theoretic measures. Jeffery Jonathan Davis, Robert Kozma |
| 2012 | Analysis of the backpropagation algorithm using linear algebra. Celso André Rodrigues de Sousa |
| 2012 | Application of the IPSONet in face detection. Elliackin M. N. Figueiredo, Rafael G. Mesquita, Teresa Bernarda Ludermir, George D. C. Cavalcanti |
| 2012 | Applying adaptive over-sampling technique based on data density and cost-sensitive SVM to imbalanced learning. Senzhang Wang, Zhoujun Li, Wen-Han Chao, Qinghua Cao |
| 2012 | Are current gait-related artifact removal techniques useful for low-complexity BCIs? Matthieu Duvinage, Thierry Castermans, Mathieu Petieau, Guy Cheron, Thierry Dutoit |
| 2012 | Artificial neuron with somatic and axonal computation units: Mathematical and neuromorphic models of persistent firing neurons. Ning Ning, Kejie Huang, Luping Shi |
| 2012 | Asymmetric Spatial Pattern for EEG-based emotion detection. Dong Huang, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Yaozhang Pan |
| 2012 | Attention-driven auditory stream segregation using a SOM coupled with an excitatory-inhibitory ANN. Michiel Boes, Damiano Oldoni, Bert De Coensel, Dick Botteldooren |
| 2012 | Augmented Echo State Networks with a feature layer and a nonlinear readout. Arnaud Rachez, Masafumi Hagiwara |
| 2012 | Autocorrelation and partial autocorrelation functions to improve neural networks models on univariate time series forecasting. Joao Henrique F. Flores, Paulo Martins Engel, Rafael C. Pinto |
| 2012 | Automatic classification of human motions using Doppler radar. Jingli Li, Son Lam Phung, Fok Hing Chi Tivive, Abdesselam Bouzerdoum |
| 2012 | Automatic detection of different walking conditions using inertial sensor data. Braveena K. Santhiranayagam, Daniel T. H. Lai, Cancan Jiang, Alistair Shilton, Rezaul K. Begg |
| 2012 | Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines. Guilherme Palermo Coelho, Celso C. Barbante, Levy Boccato, Romis Ribeiro Faissol Attux, Jose R. Oliveira, Fernando J. Von Zuben |
| 2012 | Automatic segmentation of cervical vertebrae in X-ray images. Xi Xu, Hong-Wei Hao, Xu-Cheng Yin, Ning Liu, Shawkat Hasan Shafin |
| 2012 | Autonomous learning of collaboration among robots. Paolo Arena, Luca Patané, Alessandra Vitanza |
| 2012 | Autonomous reinforcement learning on raw visual input data in a real world application. Sascha Lange, Martin A. Riedmiller, Arne Voigtländer |
| 2012 | Bayesian Neural Network with and without compensation for competing risks. Corneliu T. C. Arsene, Paulo J. G. Lisboa |
| 2012 | Bayesian common spatial patterns with Dirichlet process priors for multi-subject EEG classification. Hyohyeong Kang, Seungjin Choi |
| 2012 | Bearing fault diagnosis by EXIN CCA. Giansalvo Cirrincione, Humberto Henao, M. Delgado, Juan Antonio Ortega Redondo |
| 2012 | Biasing the overlapping and non-overlapping sub-windows of EEG recording. Adham Atyabi, Sean P. Fitzgibbon, David M. W. Powers |
| 2012 | Bistable properties of a memory-related gene regulatory network. Gonzalo S. Nido, Joanna M. Williams, Lubica Benuskova |
| 2012 | Body area segmentation from visual scene based on predictability of neuro-dynamical system. Harumitsu Nobuta, Kenta Kawamoto, Kuniaki Noda, Kohtaro Sabe, Shun Nishide, Hiroshi G. Okuno, Tetsuya Ogata |
| 2012 | Bounded Component Analysis of the training error. Pablo Aguilera-Bonet, Iván Durán-Díaz, Auxiliadora Sarmiento, Sergio Cruces |
| 2012 | Brain signal pattern of engrossed subjects using near infrared spectroscopy (NIRS) and its application to TV commercial evaluation. Mototaka Yoshioka, Tsuyoshi Inoue, Jun Ozawa |
| 2012 | Building block of a programmable neuromorphic substrate: A digital neurosynaptic core. John V. Arthur, Paul Merolla, Filipp Akopyan, Rodrigo Alvarez-Icaza, Andrew Cassidy, Shyamal Chandra, Steven K. Esser, Nabil Imam, William P. Risk, Daniel Ben Dayan Rubin, Rajit Manohar, Dharmendra S. Modha |
| 2012 | Bursting analysis and synapse mechanism of a piece-wise constant spiking neuron model. Yutaro Yamashita, Hiroyuki Torikai |
| 2012 | CAIRAD: A co-appearance based analysis for Incorrect Records and Attribute-values Detection. Md. Geaur Rahman, Md Zahidul Islam, Terry Bossomaier, Junbin Gao |
| 2012 | Central pattern generator and its learning via simultaneous perturbation method. Yutaka Maeda, Akihiro Ito, Hidetaka Ito |
| 2012 | Challenges for the policy representation when applying reinforcement learning in robotics. Petar Kormushev, Sylvain Calinon, Darwin G. Caldwell, Barkan Ugurlu |
| 2012 | Change detection in data streams through unsupervised learning. Guénaël Cabanes, Younès Bennani |
| 2012 | Chaotic Quaternionic Associative Memory. Yuko Osana |
| 2012 | Chebyshev Functional Link Neural Network-based modeling and experimental verification for photovoltaic arrays. Lian Lian Jiang, Douglas L. Maskell, Jagdish Chandra Patra |
| 2012 | Circle-Clustering: A new heuristic partitioning method for the clustering problem. Gonzalo E. Paredes, Luis S. Vargas |
| 2012 | Class imbalance robust incremental LPSVM for data streams learning. Lei Zhu, Shaoning Pang, Gang Chen, Abdolhossein Sarrafzadeh |
| 2012 | Classification of behavior patterns with trajectory analysis used for event site. Hirokazu Madokoro, Kenya Honma, Kazuhito Sato |
| 2012 | Classifying malignant brain tumours from Albert Vilamala, Lluís A. Belanche Muñoz, Alfredo Vellido |
| 2012 | Cloud based activity monitoring system for health and sport. David D. Rowlands, L. Laakso, T. McNab, Daniel Arthur James |
| 2012 | Clustered ensemble neural network for breast mass classification in digital mammography. Peter McLeod, Brijesh K. Verma |
| 2012 | Clustering action data based on amount of exercise for use-model based health care support. Eri Sato-Shimokawara, Kazumasa Murakami, Yihsin Ho, Shin Ishiguro, Toru Yamaguchi |
| 2012 | Clustering and selection of neural networks using adaptive differential evolution. Tiago P. F. de Lima, Adenilton J. da Silva, Teresa Bernarda Ludermir |
| 2012 | Clustering and use of spatial and frequency information in a biologically inspired approach to image classification. Sepehr Jalali, Joo-Hwee Lim, Jo Yew Tham, Sim Heng Ong |
| 2012 | Cognitively motivated learning of categorical data with Modeling Fields Theory. Roman Ilin, Robert Kozma |
| 2012 | Color reproduction by means of a Compactly Supported Radial Basis Function space mapping. Ladys Rodriguez, Luis A. Diago, Ichiro Hagiwara, Frédéric Magoulès |
| 2012 | Combining feature ranking algorithms through rank aggregation. Ronaldo C. Prati |
| 2012 | Communities of Yahoo! Answers and Baidu Zhidao: Complementing or competing? Baichuan Li, Michael R. Lyu, Irwin King |
| 2012 | Comparing NARX and NARMAX models using ANN and SVM for cash demand forecasting for ATM. Gonzalo Acuña, Cristián Ramírez, Millaray Curilem |
| 2012 | Comparing recurrent networks for time-series forecasting. Aida Araujo Ferreira, Teresa Bernarda Ludermir, Ronaldo Ribeiro Barbosa de Aquino |
| 2012 | Comparing textural features for music genre classification. Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon |
| 2012 | Complex chemotaxis behaviors of C. elegans with speed regulation achieved by dynamic neural networks. Jian-Xin Xu, Xin Deng |
| 2012 | Complex-valued neuro-fuzzy inference system for wind prediction. Kartick Subramanian, Ramaswamy Savitha, Suresh Sundaram |
| 2012 | Composite kernel based SVM for hierarchical multi-label gene function classification. Benhui Chen, Lihua Duan, Jinglu Hu |
| 2012 | Computational intelligence techniques for modelling an economic system. Msizi Khoza, Tshilidzi Marwala |
| 2012 | Connective prediction using machine learning for implicit discourse relation classification. Yu Xu, Man Lan, Yue Lu, Zheng-Yu Niu, Chew Lim Tan |
| 2012 | Construct adaptive template array for magnetic resonance images. Wei-Chen Cheng, Jiun-Wei Liou, Cheng-Yuan Liou |
| 2012 | Constructing minimum volume surfaces using level set methods for novelty detection. Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire |
| 2012 | Construction of neural network-based prediction intervals using particle swarm optimization. Hao Quan, Dipti Srinivasan, Abbas Khosravi |
| 2012 | Contextual multi-armed bandits for web server defense. Tobias Jung, Sylvain Martin, Damien Ernst, Guy Leduc |
| 2012 | Continuous attractors of recurrent neural networks with complex-valued weights. Jun Li, Jian Yang, Yongfeng Diao |
| 2012 | Control of coffee grinding with Artificial Neural Networks. Luca Mesin, Diego Alberto, Eros Pasero, Alberto Cabilli |
| 2012 | Coordinating many agents in stochastic games. Ana L. C. Bazzan |
| 2012 | Data assimilation using NeuroEvolution of Augmenting Topologies. André Grahl Pereira, Adriano Petry |
| 2012 | Data driven fitting sample selection for time series forecasting with neural networks. Nikolaos Kourentzes |
| 2012 | Decentralized control of nonlinear multi-agent systems using single network adaptive critics. Ali Heydari, Sivasubramanya Nadar Balakrishnan |
| 2012 | Decision making guided by emotion. Dominique Béroule, Pascale Gisquet-Verrier |
| 2012 | Decision tree models for developing molecular classifiers for cancer diagnosis. Alexandru G. Floares, Adriana Birlutiu |
| 2012 | Deep, super-narrow neural network is a universal classifier. Lech Szymanski, Brendan McCane |
| 2012 | Design and implementation of BCM rule based on spike-timing dependent plasticity. Mostafa Rahimi Azghadi, Said F. Al-Sarawi, Nicolangelo Iannella, Derek Abbott |
| 2012 | Design of adaptive fuzzy-neural-network control for DC-DC boost converter. Rong-Jong Wai, You-Wei Lin, Li-Chung Shih |
| 2012 | Design of the Self-Constructing Fuzzy Neural Network controller for a sliding door system. Hung-Ching Lu, Ming-Hung Chang |
| 2012 | Designing Beta Basis Function Neural Network for optimization using Artificial Bee Colony (ABC). Habib Dhahri, Adel M. Alimi, Ajith Abraham |
| 2012 | Detecting overlapping structures via network-based competitive learning. Thiago C. Silva, Liang Zhao |
| 2012 | Detecting popular topics in micro-blogging based on a user interest-based model. Shuangyong Song, Qiudan Li, Xiaolong Zheng |
| 2012 | Detector ensembles for face recognition in video surveillance. Christophe Pagano, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy |
| 2012 | Determining cellularity status of tumors based on histopathology using hybrid image segmentation. Siamak Tafavogh, Paul J. Kennedy, Daniel R. Catchpoole |
| 2012 | Development of Fast Incremental Slow Feature Analysis (F-IncSFA). Bardia Yousefi, Chu Kiong Loo |
| 2012 | Development of invariant feature maps via a computational model of simple and complex cells. Wentao Huang, Zhengping Ji, Steven P. Brumby, Garrett T. Kenyon, Luís M. A. Bettencourt |
| 2012 | Developmental approach for interactive object discovery. Natalia Lyubova, David Filliat |
| 2012 | Dimension Selective Self-Organizing Maps for clustering high dimensional data. Hansenclever de F. Bassani, Aluízio F. R. Araújo |
| 2012 | Discovering Frequent Closed Episodes from an event sequence. Huisheng Zhu, Peng Wang, Wei Wang, Baile Shi |
| 2012 | Discriminating classes collapsing for Globality and Locality Preserving Projections. Wei Wang, Bao-Gang Hu, Zengfu Wang |
| 2012 | Discriminative kernel hat matrix: A new tool for automatic outlier identification. Franck Dufrenois, Jean-Charles Noyer |
| 2012 | Downscaling temperature and precipitation using support vector regression with evolutionary strategy. Aranildo R. Lima, Alex J. Cannon, William W. Hsieh |
| 2012 | Dynamic behaviors of hybrid Lotka-Volterra recurrent neural networks with memristor characteristics. Ailong Wu, Zhigang Zeng |
| 2012 | Dynamic cluster formation using populations of spiking neurons. Ammar Belatreche, Rakesh Paul |
| 2012 | Dynamic initiation and dual-tree complex wavelet feature-based classification of motor imagery of swallow EEG signals. Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Juanhong Yu |
| 2012 | Dynamically Weighted Classification with Clustering to tackle non-stationarity in Brain computer Interfacing. Sidath Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jian-Xin Xu, Tong Heng Lee |
| 2012 | Efficient algorithms for linear summed error structural SVMs. P. Balamurugan, Shirish K. Shevade, T. Ravindra Babu |
| 2012 | Efficient design of triplet based Spike-Timing Dependent Plasticity. Mostafa Rahimi Azghadi, Said F. Al-Sarawi, Nicolangelo Iannella, Derek Abbott |
| 2012 | Electricity load forecasting using non-decimated wavelet prediction methods with two-stage feature selection. Mashud Rana, Irena Koprinska |
| 2012 | Emergence of competitive control in a memristor-based neuromorphic circuit. Saeed Afshar, Omid Kavehei, André van Schaik, Jonathan Tapson, Stan Skafidas, Tara Julia Hamilton |
| 2012 | Energy savings in HVAC systems using discrete model-based predictive control. Pedro M. Ferreira, Sérgio M. Silva, António E. B. Ruano |
| 2012 | Enhancing MP3 encoding by utilizing a predictive Complex-Valued Neural Network. Ahmed Yarub H. Al-Nuaimi, Md. Faijul Amin, Kazuyuki Murase |
| 2012 | Enhancing classification performance of multi-class imbalanced data using the OAA-DB algorithm. Piyasak Jeatrakul, Kok Wai Wong |
| 2012 | Enhancing the classification accuracy of Steady-State Visual Evoked Potential-based Brain-Computer Interface using Component Synchrony Measure. Kian B. Ng, Ross Cunnington, Andrew P. Bradley |
| 2012 | Ensemble neural network rule extraction using Re-RX algorithm. Atsushi Hara, Yoichi Hayashi |
| 2012 | Estimation of functional brain connectivity from electrocorticograms using an artificial network model. Misako Komatsu, Jun Namikawa, Jun Tani, Zenas C. Chao, Yasuo Nagasaka, Naotaka Fujii, Kiyohiko Nakamura |
| 2012 | Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure. Sven Nomm, Kristina Vassiljeva, Eduard Petlenkov |
| 2012 | Event-driven MLP implementation on neuromimetic hardware. Alexander D. Rast, Luis A. Plana, Stephen R. Welbourne, Stephen B. Furber |
| 2012 | Evolving granular neural network for fuzzy time series forecasting. Daniel F. Leite, Pyramo Costa Jr., Fernando A. C. Gomide |
| 2012 | Evolving linear neural networks for features space dimensionality reduction. Yury Tsoy |
| 2012 | Experimental study on human-machine interaction for dynamical balancing control based on a building block type device with parallel two-wheeled vehicles. Kazuyoshi Tsutsumi, Kenta Nakane, Yuuko Miyaura |
| 2012 | Exploiting device mismatch in neuromorphic VLSI systems to implement axonal delays. Sadique Sheik, Elisabetta Chicca, Giacomo Indiveri |
| 2012 | Extended maximum a posteriori-based kernel classification trained by linear programming (MAPLP) with adjustment parameter (MAPLP-P) and difference-type objective function (MAPLP-D). Nopriadi, Yukihiko Yamashita |
| 2012 | Extending the functional training approach for B-splines. Cristiano Cabrita, António E. B. Ruano, Pedro M. Ferreira, László T. Kóczy |
| 2012 | Extension of knowledge-driven harmonization model for tonal music. Mariusz Rybnik, Wladyslaw Homenda |
| 2012 | Extracting and selecting discriminative features from high density NIRS-based BCI for numerical cognition. Kai Keng Ang, Juanhong Yu, Cuntai Guan |
| 2012 | Extracting the informative constraints for semi-supervised marginal projections in multimodal dimensionality reduction. Zhao Zhang, Ming-Bo Zhao, Tommy W. S. Chow |
| 2012 | Extreme learning machines for intrusion detection. Chi Cheng, Wee Peng Tay, Guang-Bin Huang |
| 2012 | FPGA based implementation of a Fuzzy Neural Network modular architecture for embedded systems. R. N. A. Prado, Jorge Dantas de Melo, José Alberto Nicolau de Oliveira, Adrião Duarte Dória Neto |
| 2012 | Face recognition based on sparse representation and error correction SVM. Jing Wang, Chengan Guo |
| 2012 | Face recognition with manifold-based kernel discriminant analysis. Babak Nadjar Araabi, Zhabiz Gharibshah |
| 2012 | Face sequence recognition using Grassmann Distances and Grassmann Kernels. Ryosuke Shigenaka, Bisser Raytchev, Toru Tamaki, Kazufumi Kaneda |
| 2012 | Fast predictive inverse neurocontrol: Comparative simulation and experiment. Konstantin V. Zmeu, Boris S. Notkin, P. A. Dyachenko, V. A. Kovalev |
| 2012 | Feature selection based on sparse imputation. Jin Xu, Yafeng Yin, Hong Man, Haibo He |
| 2012 | Feature selection via regularized trees. Houtao Deng, George C. Runger |
| 2012 | Feature space transformation for transfer learning. Nistor Grozavu, Younès Bennani, Lazhar Labiod |
| 2012 | Feature subset selection for automatically classifying anuran calls using sensor networks. Juan Gabriel Colonna, Afonso D. Ribas, Eulanda Miranda dos Santos, Eduardo Freire Nakamura |
| 2012 | Finger vein verification using Occurrence Probability Matrix (OPM). Darun Tang, Beining Huang, Rongfeng Li, Wenxin Li, Xiaoming Li |
| 2012 | Fingerprint reference point detection based on local ridge orientation patterns of fingerprints. Li Wang, Nandita Bhattacharjee, Bala Srinivasan |
| 2012 | Flexible internal body models for motor control: On the convergence of constrained dual quaternion mean of multiple computation networks. Malte Schilling, Jan Paskarbeit, Axel Schneider, Holk Cruse |
| 2012 | Forecasting exchange rates with ensemble neural networks and ensemble K-PLS: A case study for the US Dollar per Indian Rupee. Mark J. Embrechts, Christopher J. Gatti, Jonathan D. Linton, Thiemo Gruber, Bernhard Sick |
| 2012 | Forecasting of photovoltaic power yield using dynamic neural networks. Naji Al-Messabi, Yun Li, Ibrahim El-Amin, Cindy Goh |
| 2012 | Fractal analysis of resting state functional connectivity of the brain. Wonsang You, Sophie Achard, Jörg Stadler, Bernd Brückner, Udo Seiffert |
| 2012 | Function approximation with uncertainty propagation in a VLSI spiking neural network. Dane S. Corneil, Daniel Sonnleithner, Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas |
| 2012 | Futures hedging using clusters with dynamic behavior of market fluctuation. Yu-Chia Hsu, An-Pin Chen |
| 2012 | Fuzzy associative learning of feature dependency for time series forecasting. Eng-Yeow Cheu, Kelvin Sim, See-Kiong Ng, Chai Quek |
| 2012 | GA based optimization of NN-SANARX model for adaptive control of nonlinear systems. Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov |
| 2012 | Generative models for automatic recognition of human daily activities from a single triaxial accelerometer. Jin Wang, Ronghua Chen, Xiangping Sun, Mary Fenghua She, Lingxue Kong |
| 2012 | Geometric spherical networks for Visual Data processing. Efrain Castillo-Muñiz, Eduardo Bayro-Corrochano |
| 2012 | Graph-based coupled behavior analysis: A case study on detecting collaborative manipulations in stock markets. Yin Song, Longbing Cao |
| 2012 | Growing Self-organizing Trees for knowledge discovery from data. Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah |
| 2012 | Hardware spiking neurons design: Analog or digital? Antoine Joubert, Bilel Belhadj, Olivier Temam, Rodolphe Héliot |
| 2012 | Hidden state estimation using the Correntropy Filter with fixed point update and adaptive kernel size. Goktug T. Cinar, José C. Príncipe |
| 2012 | Hierarchical clustering identifies hub nodes in a model of resting-state brain activity. Mark Wildie, Murray Shanahan |
| 2012 | Highly reliable breast cancer diagnosis with cascaded ensemble classifiers. Yungang Zhang, Bailing Zhang, Frans Coenen, Wenjin Lu |
| 2012 | How well do oscillator models capture the behaviour of biological neurons? David Bhowmik, Murray Shanahan |
| 2012 | Human action recognition using Meta-Cognitive Neuro-Fuzzy Inference System. Kartick Subramanian, Suresh Sundaram |
| 2012 | Human and robotics hands grasping danger. Filomena Anelli, Roberto Nicoletti, Sinan Kalkan, Erol Sahin, Anna M. Borghi |
| 2012 | Human implicit intent transition detection based on pupillary analysis. Young-Min Jang, Rammohan Mallipeddi, Minho Lee, Sangil Lee, Ho-Wan Kwak |
| 2012 | Hybrid adaptive control based on a Hopfield dynamic neural network for nonlinear dynamical systems. I-Hsum Li, Lian-Wang Lee, Wei-Yen Wang |
| 2012 | Hybrid architecture for gesture recognition: Integrating fuzzy-connectionist and heuristic classifiers using fuzzy syntactical strategy. Renata C. B. Madeo, Sarajane Marques Peres, Clodoaldo Ap. M. Lima, Clodis Boscarioli |
| 2012 | Hybrid neural network under-actuated sliding-mode control for trajectory tracking of quad-rotor unmanned aerial vehicle. Chih-Lyang Hwang |
| 2012 | Hybrid particle swarm optimization based normalized radial basis function neural network for hypoglycemia detection. Phyo Phyo San, Sai-Ho Ling, Hung T. Nguyen |
| 2012 | Hybrid technique for colour image classification and efficient retrieval based on fuzzy logic and neural networks. Ranisha Fernando, Siddhivinayak Kulkarni |
| 2012 | H∞ control of unknown discrete-time nonlinear systems with control constraints using adaptive dynamic programming. Derong Liu, Hongliang Li, Ding Wang |
| 2012 | I think therefore I feel: Possible neural mechanisms for knowledge-based pleasure. Daniel S. Levine |
| 2012 | IFKCN: Applying fuzzy Kohonen clustering network to interval data. Carlos Wilson Dantas de Almeida, Renata M. C. R. Souza, Ana Lucia B. Candeias |
| 2012 | Image segmentation via ant colony algorithm and loopy belief propagation algorithm. Shengjun Xu, Guanghui Liu, Xin Liu |
| 2012 | Implementation and comparison of SVM-based Multi-Task Learning methods. Han-Tai Shiao, Vladimir Cherkassky |
| 2012 | Implementation of configurable and multipurpose spiking neural networks on GPUs. Antonio Arista-Jalife, Roberto Antonio Vázquez |
| 2012 | Implementation of human conveyance vehicle using model-free AORCMAC control strategy. Chih-Hui Chiu, Chun Chieh Chang, Ya-Fu Peng |
| 2012 | Improved link-based cluster ensembles. Natthakan Iam-On, Tossapon Boongoen |
| 2012 | Improved spike-timed mappings using a tri-phasic spike timing-dependent plasticity rule. Scott V. Notley, André Grüning |
| 2012 | Improving kernel locality-sensitive hashing using pre-images and bounds. Zalán Bodó, Lehel Csató |
| 2012 | Improving the Quickprop algorithm. Chi-Chung Cheung, Sin Chun Ng, Andrew K. Lui |
| 2012 | Improving wet clutch engagement with reinforcement learning. Kevin Van Vaerenbergh, Abdel Rodríguez, Matteo Gagliolo, Peter Vrancx, Ann Nowé, Julian Stoev, Stijn Goossens, Gregory Pinte, Wim Symens |
| 2012 | Increasing level of confidence of iris biometric matching. Parman Sukarno, Nandita Bhattacharjee, Bala Srinivasan |
| 2012 | Incremental learning algorithm for spatio-temporal spike pattern classification. Ammar Mohemmed, Nikola K. Kasabov |
| 2012 | Incremental update of biometric models in face-based video surveillance. Miguel De-la-Torre, Eric Granger, Paulo Vinicius Wolski Radtke, Robert Sabourin, Dmitry O. Gorodnichy |
| 2012 | Inference of S-system models of genetic networks by solving linear programming problems and sets of linear algebraic equations. Shuhei Kimura, Koki Matsumura, Mariko Okada-Hatakeyama |
| 2012 | Influence of unstable patterns in layered cluster oriented ensemble classifier. Ashfaqur Rahman, Brijesh K. Verma |
| 2012 | Integral reinforcement learning with explorations for continuous-time nonlinear systems. Jae Young Lee, Jin Bae Park, Yoon Ho Choi |
| 2012 | Integrating awareness in user oriented route recommendation system. Basabi Chakraborty |
| 2012 | Integrating feature selection and Min-Max Modular SVM for powerful ensemble. Yun Li, Li-Li Feng |
| 2012 | Integration of sensorimotor mappings by making use of redundancies. Nikolas J. Hemion, Frank Joublin, Katharina J. Rohlfing |
| 2012 | Intelligent approaches in locomotion. Jonathan Wright, Ivan Jordanov |
| 2012 | Interaction of individually and collectively treated neurons for explicit class structure in self-organizing maps. Ryotaro Kamimura |
| 2012 | Interactive categorization of living space based on simultaneous localization and mapping. Jinseok Woo, Naoyuki Kubota |
| 2012 | Iterative temporal learning and prediction with the sparse online echo state gaussian process. Harold Soh, Yiannis Demiris |
| 2012 | Just-in-time ensemble of classifiers. Cesare Alippi, Giacomo Boracchi, Manuel Roveri |
| 2012 | Kernel and spectral methods for solving the permutation problem in frequency domain BSS. Yueyue Na, Jian Yu |
| 2012 | Kernel classifier with Correntropy loss. Rosha Pokharel, José C. Príncipe |
| 2012 | Kernel enhanced multilayer perceptron for industrial process diagnosis. Lucas H. Sousa Mello, Flávio Miguel Varejão, Thomas W. Rauber |
| 2012 | Kernel spectral clustering for community detection in complex networks. Rocco Langone, Carlos Alzate, Johan A. K. Suykens |
| 2012 | Key-frame extraction of wildlife video based on semantic context modeling. Suet-Peng Yong, Jeremiah D. Deng, Martin K. Purvis |
| 2012 | Keyword extraction using backpropagation neural networks and rule extraction. Arnulfo P. Azcarraga, Michael David Liu, Rudy Setiono |
| 2012 | Landmine visualization system based on multiple complex-valued SOMs to integrate multimodal information. Ayato Ejiri, Akira Hirose |
| 2012 | Laplacian Regularized Subspace Learning for interactive image re-ranking. Lining Zhang, Lipo Wang, Weisi Lin |
| 2012 | Large margin linear discriminative visualization by Matrix Relevance Learning. Michael Biehl, Kerstin Bunte, Frank-Michael Schleif, Petra Schneider, Thomas Villmann |
| 2012 | Large pose invariant face recognition using feature-based recurrent neural network. Teddy Salan, Khan M. Iftekharuddin |
| 2012 | Layered_CasPer: Layered cascade artificial neural networks. Tengfei Shen, Dingyun Zhu |
| 2012 | Learning algorithm for self-organizing map classification of electroencephalogram patterns with individual differences. Shin-Ichi Ito, Katsuya Sato, Shoichiro Fujisawa |
| 2012 | Learning from positive and negative rewards in a spiking neural network model of basal ganglia. Jenia Jitsev, Abigail Morrison, Marc Tittgemeyer |
| 2012 | Learning multiple pooling combination for image classification. Junlin Hu, Ping Guo |
| 2012 | Learning of composite actions and visual categories via grounded linguistic instructions: Humanoid robot simulations. Li-Wen Chuang, Chyi-Yeu Lin, Angelo Cangelosi |
| 2012 | Learning on the compact Stiefel manifold by a cayley-transform-based pseudo-retraction map. Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka |
| 2012 | Learning real-world stimuli by single-spike coding and tempotron rule. Huajin Tang, Qiang Yu, Kay Chen Tan |
| 2012 | Learning similarity metric with SVM. Xiaoqiang Zhu, Pinghua Gong, Zeng-Shun Zhao, Changshui Zhang |
| 2012 | Learning skills from play: Artificial curiosity on a Katana robot arm. Hung Quoc Ngo, Matthew D. Luciw, Alexander Förster, Jürgen Schmidhuber |
| 2012 | Learning sparse representation via a nonlinear shrinkage encoder and a linear sparse decoder. Zhengping Ji, Wentao Huang, Steven P. Brumby |
| 2012 | Learning spatio-temporally invariant representations from video. Jae Hyun Lim, Hansol Choi, Jun-Cheol Park, Jae Young Jun, Dae-Shik Kim |
| 2012 | Learning transmission delays in spiking neural networks: A novel approach to sequence learning based on spike delay variance. Paul W. Wright, Janet Wiles |
| 2012 | Linear basis-function t-SNE for fast nonlinear dimensionality reduction. Andrej Gisbrecht, Bassam Mokbel, Barbara Hammer |
| 2012 | Load profile generator and load forecasting for a renewable based microgrid using Self Organizing Maps and neural networks. Jacqueline Llanos, Doris Sáez, Rodrigo Palma-Behnke, Alfredo Núñez, Guillermo Jimenez-Estevez |
| 2012 | Local linear discriminant analysis with composite kernel for face recognition. Zhan Shi, Jinglu Hu |
| 2012 | Lossless image coding by cellular neural networks with backward error propagation learning. Keisuke Takizawa, Seiya Takenouchi, Hisashi Aomori, Tsuyoshi Otake, Mamoru Tanaka, Ichiro Matsuda, Susumu Itoh |
| 2012 | Low-cost volume estimation by two-view acquisitions: A computational intelligence approach. Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti |
| 2012 | Make it cheap: Learning with O(nd) complexity. Wlodzislaw Duch, Norbert Jankowski, Tomasz Maszczyk |
| 2012 | Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids. Sutharshan Rajasegarar, James C. Bezdek, Masud Moshtaghi, Christopher Leckie, Timothy C. Havens, Marimuthu Palaniswami |
| 2012 | Measuring human comprehension from nonverbal behaviour using Artificial Neural Networks. Fiona J. Buckingham, Keeley A. Crockett, Zuhair Bandar, James O'Shea, Kathleen M. MacQueen, Mario Chen |
| 2012 | Measuring impacts using Support Vector Machines on a standing humanoid robot. Jason Kulk, James S. Welsh |
| 2012 | Memristor crossbar based hardware realization of BSB recall function. Miao Hu, Hai Li, Qing Wu, Garrett S. Rose, Yiran Chen |
| 2012 | Memristor models for chaotic neural circuits. Fernando Corinto, Alon Ascoli, Marco Gilli |
| 2012 | Memristor-based synapse design and training scheme for neuromorphic computing architecture. Hui Wang, Hai Li, Robinson E. Pino |
| 2012 | Mental non-motor imagery tasks classifications of brain computer interface for wheelchair commands using genetic algorithm-based neural network. Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Hung T. Nguyen |
| 2012 | Mental practice and verbal instructions execution: A cognitive robotics study. Alessandro G. Di Nuovo, Vivian M. De La Cruz, Santo Di Nuovo |
| 2012 | Meta-Cognitive Neuro-Fuzzy Inference System for human emotion recognition. K. Subramanian, Suresh Sundaram, R. Venkatesh Babu |
| 2012 | Mixture model-based functional discriminant analysis for curve classification. Faicel Chamroukhi, Hervé Glotin |
| 2012 | Model of top-down / bottom-up visual attention for location of salient objects in specific domains. Alcides X. Benicasa, Liang Zhao, Roseli A. F. Romero |
| 2012 | Model-based articulatory phonetic features for improved speech recognition. Guangpu Huang, Meng Joo Er |
| 2012 | Model-based pupil and iris localization. Nitin K. Mahadeo, Andrew P. Paplinski, Sid Ray |
| 2012 | Modeling attentional loop in the insect Mushroom Bodies. Paolo Arena, Luca Patané, Pietro Savio Termini |
| 2012 | Modelling and inverting complex-valued wiener systems. Xia Hong, Sheng Chen, Chris J. Harris |
| 2012 | Modified cellular simultaneous recurrent networks with cellular particle swarm optimization. Tae-Hyung Kim, Donald C. Wunsch |
| 2012 | Motion sickness estimation system. Chin-Teng Lin, Shu-Fang Tsai, Hua-Chin Lee, Hui-Ling Huang, Shinn-Ying Ho, Li-Wei Ko |
| 2012 | Multi-GPU based camera network system keeps privacy using growing neural gas. Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Jorge Azorín López, Juan Manuel García Chamizo |
| 2012 | Multi-Label Hierarchical Classification using a Competitive Neural Network for protein function prediction. Helyane Bronoski Borges, Júlio C. Nievola |
| 2012 | Multi-Layer Perceptron with positive and negative pulse glial chain for solving two-spirals problem. Chihiro Ikuta, Yoko Uwate, Yoshifumi Nishio |
| 2012 | Multi-instance learning using recurrent neural networks. Artur S. d'Avila Garcez, Gerson Zaverucha |
| 2012 | Multi-objective optimization and Meta-learning for SVM parameter selection. Péricles B. C. Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares |
| 2012 | Multi-scale local pattern co-occurrence matrix for textural image classification. Xiangping Sun, Jin Wang, Ronghua Chen, Mary Fenghua She, Lingxue Kong |
| 2012 | Multicriteria clustering with weighted Tchebycheff distances for relational data. Sérgio Ricardo de Melo Queiroz, Francisco de A. T. de Carvalho, Yves Lechevallier |
| 2012 | Multilayer perceptron learning with particle swarm optimization for well log data inversion. Kou-Yuan Huang, Liang-Chi Shen, Kai-Ju Chen, Ming-Che Huang |
| 2012 | Multiscale saliency detection using principle component analysis. Jingbo Zhou, Zhong Jin, Jingyu Yang |
| 2012 | Natural language neural network and its application to question-answering system. Tsukasa Sagara, Masafumi Hagiwara |
| 2012 | Nearest Neighbor Distributions for imbalanced classification. Evan Kriminger, José C. Príncipe, Choudur Lakshminarayan |
| 2012 | Negative space template: A novel feature to describe activities in video. Shah Atiqur Rahman, Insu Song, Maylor K. H. Leung |
| 2012 | Neural and fuzzy dynamic programming for under-actuated systems. Dongbin Zhao, Yuanheng Zhu, Haibo He |
| 2012 | Neural approach for personalised emotional model in human-robot interaction. Maria Vircíková, Martin Pala, Peter Smolar, Peter Sincak |
| 2012 | Neural inverse optimal control for discrete-time uncertain nonlinear systems stabilization. Fernando Ornelas-Tellez, Edgar N. Sánchez, Ramón García-Hernández, José Antonio Ruz Hernández, José-Luis Rullán-Lara |
| 2012 | Neural network PMV estimation for model-based predictive control of HVAC systems. Pedro M. Ferreira, Sérgio M. Silva, António E. B. Ruano, Aldric T. Negrier, Eusebio Z. E. Conceicao |
| 2012 | Neural network based remote sensing image classification in urban area. Weibao Zou, Wai Yeung Yan, Ahmed Shaker |
| 2012 | Neural representation and learning for multi-view human action recognition. Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas |
| 2012 | Neural-network-based 3-D localization and inverse kinematics for target grasping of a humanoid robot by an active stereo vision system. Chih-Lyang Hwang, June-Yun Huang |
| 2012 | Neuro-cognitive model of move location in the game of Go. Terry Bossomaier, Jason M. Traish, Fernand Gobet, Peter C. R. Lane |
| 2012 | Neurohydrodynamics as a heuristic mechanism for cognitive processes in decision-making. Leon C. Hardy, Dahai Liu, Daniel S. Levine |
| 2012 | Neurosphere fate prediction: An analysis-synthesis approach for feature extraction. Stephane Ulysse Rigaud, Nicolas Loménie, Shvetha Sankaran, Sohail Ahmed, Joo-Hwee Lim, Daniel Racoceanu |
| 2012 | New discoveries in balanced ensemble learning. Yong Liu |
| 2012 | Nonlinear system identification based on SVR with quasi-linear kernel. Yu Cheng, Jinglu Hu |
| 2012 | Novel heuristic and SVM based optimization algorithm for improving distribution feeder performance. Jaco A. Jordaan, Dan V. Nicolae, Adisa A. Jimoh |
| 2012 | Novel highly nonlinear memristive circuit elements for neural networks. Tong Liu, Yuhong Kang, Mohini Verma, Marius Orlowski |
| 2012 | Object-shape recognition from tactile images using a feed-forward neural network. Anwesha Khasnobish, Arindam Jati, Garima Singh, Saugat Bhattacharyya, Amit Konar, D. N. Tibarewala, Eunjin Kim, Atulya K. Nagar |
| 2012 | Odor recognition systems for natural gas odorization monitoring. Cleber Zanchettin, Leandro M. Almeida, Frederico D. Menezes, Teresa Bernarda Ludermir, Walter M. Azevedo |
| 2012 | Off-line English and Chinese signature identification using foreground and background features. Srikanta Pal, Umapada Pal, Michael Blumenstein |
| 2012 | Offline handwritten signature verification through network radial basis functions optimized by Differential Evolution. Saulo Henrique Leoncio de Medeiros Napoles, Cleber Zanchettin |
| 2012 | On performance of meta-learning templates on different datasets. Pavel Kordík, Ján Cerný |
| 2012 | On robust biometric identity verification via sparse encoding of faces: Holistic vs local approaches. Yongkang Wong, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Brian C. Lovell |
| 2012 | On the fundamental properties of fully quaternionic hopfield network. Teijiro Isokawa, Haruhiko Nishimura, Nobuyuki Matsui |
| 2012 | On the theoretical and computational analysis between Trace Ratio LDA and null-space LDA. Ming-Bo Zhao, Zhao Zhang, Tommy W. S. Chow, Zhou Wu |
| 2012 | On-line handwritten Chinese character recognition based on inter-radical stochastic context-free grammar. Long-Long Ma, Jian Wu |
| 2012 | On-line reconstruction of missing data in sensor/actuator networks by exploiting temporal and spatial redundancy. Cesare Alippi, Giacomo Boracchi, Manuel Roveri |
| 2012 | One-shot learning in the road sign problem. Rafael C. Pinto, Paulo Martins Engel, Milton Roberto Heinen |
| 2012 | Online efficient learning with quantized KLMS and L1 regularization. Badong Chen, Songlin Zhao, Sohan Seth, José C. Príncipe |
| 2012 | Online learning for collaborative filtering. Guang Ling, Haiqin Yang, Irwin King, Michael R. Lyu |
| 2012 | Online learning in Bayesian Spiking Neurons. Levin Kuhlmann, Michael Hauser-Raspe, Jonathan H. Manton, David B. Grayden, Jonathan Tapson, André van Schaik |
| 2012 | Online learning using a Bayesian surprise metric. Erion Hasanbelliu, Kittipat Kampa, José C. Príncipe, James Tory Cobb |
| 2012 | Online prediction of time series data with recurrent kernels. Zhao Xu, Qing Song, Haijin Fan, Danwei Wang |
| 2012 | Online spatio-temporal pattern recognition with evolving spiking neural networks utilising address event representation, rank order, and temporal spike learning. Kshitij Dhoble, Nuttapod Nuntalid, Giacomo Indiveri, Nikola K. Kasabov |
| 2012 | Online vigilance analysis based on electrooculography. Zheng-Ping Wei, Bao-Liang Lu |
| 2012 | OntoHop: An information filtering agent using hopfield nets and ontologies. Juan Manuel Adán Coello, Carlos Miguel Tobar |
| 2012 | Optimal control design for nonlinear systems: Adaptive dynamic programming based on fuzzy critic estimator. Jilie Zhang, Huaguang Zhang, Yanhong Luo, Hongjing Liang |
| 2012 | Optimal watermarking scheme for breath sound. Baiying Lei, Insu Song, Shah Atiqur Rahman |
| 2012 | Optimization of Geodesic Self-Organizing Map. Romulo M. de Sousa, Roberto Célio Limão de Oliveira |
| 2012 | Optimizing the moving average. Adrian Letchford, Junbin Gao, Lihong Zheng |
| 2012 | Parallel algorithms for tensor product-based inexact graph matching. Lorenzo Livi, Antonello Rizzi |
| 2012 | Parallel learning of large-scale multi-label classification problems with min-max modular LIBLINEAR. Yangyang Chen, Bao-Liang Lu, Hai Zhao |
| 2012 | Particle competition and cooperation in networks for semi-supervised learning with concept drift. Fabricio A. Breve, Liang Zhao |
| 2012 | Particle filters and beamforming for EEG source estimation. Petia Georgieva, Lyudmila Mihaylova, Nidhal Bouaynaya, Lakhmi C. Jain |
| 2012 | Passivity and passification for a class of singularly perturbed nonlinear systems via neural networks. Shiping Wen, Zhigang Zeng, Tingwen Huang |
| 2012 | Pattern dependency of one-to-many association ability in Chaotic Complex-valued Multidirectional Associative Memory with variable scaling factor. Motoyuki Onagi, Yuko Osana |
| 2012 | Pattern recognition computation in a spiking neural network with temporal encoding and learning. Qiang Yu, Kay Chen Tan, Huajin Tang |
| 2012 | Performance analysis of nonlinear echo state network readouts in signal processing tasks. Levy Boccato, Diogo C. Soriano, Romis Attux, Fernando J. Von Zuben |
| 2012 | Performance improvement of heuristic algorithms for large scale combinatorial optimization problems using Lebesgue Spectrum Filter. Tomohiro Kato, Mikio Hasegawa, Kazuyuki Aihara |
| 2012 | Performance of quadratic assignment problem by hopfield NN with periodic brake. Hironori Kumeno, Yoko Uwate, Yoshifumi Nishio |
| 2012 | Population-based routing in the SpiNNaker neuromorphic architecture. Sergio Davies, Javier Navaridas, Francesco Galluppi, Steve B. Furber |
| 2012 | Predicting missing links in social networks with hierarchical dirichlet processes. Takayuki Kamei, Keiko Ono, Masahito Kumano, Masahiro Kimura |
| 2012 | Predicting protein-ligand binding site with differential evolution and support vector machine. Ginny Y. Wong, Frank Hung-Fat Leung, Sai-Ho Ling |
| 2012 | Prediction of histologic grade in breast cancer using an artificial neural network. Glenn D. Francis, Sandra R. Stein |
| 2012 | Prediction of spring discharge by neural networks using orthogonal wavelet decomposition. Anne Johannet, Line Kong A. Siou, Alain Mangin, Valerie Borrell Estupina, Severin Pistre, Dominique Bertin |
| 2012 | Preliminary investigation of evaluating surgical performance using an IMU device. Toni Stojanov, Lichao Xu, Sofia Suvorova, Ioanna Ioannou, Tharshan Vaithianathan |
| 2012 | Probabilistic Latent Semantic Analysis for prediction of Gene Ontology annotations. Marco Masseroli, Davide Chicco, Pietro Pinoli |
| 2012 | Probabilistic-based neural network implementation. José Luis Rosselló, Vincent Canals, Antoni Morro |
| 2012 | Probability density function estimation based over-sampling for imbalanced two-class problems. Ming Gao, Xia Hong, Sheng Chen, Chris J. Harris |
| 2012 | Producing implicit diversity in ANN ensembles. Ulf Johansson, Tuve Löfström |
| 2012 | Push-pull separability objective for supervised layer-wise training of neural networks. Lech Szymanski, Brendan McCane |
| 2012 | Q value-based Dynamic Programming with SARSA Learning for real time route guidance in large scale road networks. Shanqing Yu, Jing Zhou, Bing Li, Shingo Mabu, Kotaro Hirasawa |
| 2012 | QK-Means: A clustering technique based on community detection and K-Means for deployment of cluster head nodes. Leonardo Nascimento Ferreira, A. R. Pinto, Liang Zhao |
| 2012 | Quality measurement of unwrapped three-dimensional fingerprints: A neural networks approach. Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti |
| 2012 | Query based hybrid learning models for adaptively adjusting locality. Yuanchun Zhu, Guyue Mi, Ying Tan |
| 2012 | Querying representative points from a pool based on synthesized queries. Xuelei Hu, Liantao Wang, Bo Yuan |
| 2012 | Rapid isolation of small oscillation faults via deterministic learning. Tianrui Chen, Cong Wang |
| 2012 | Real time gesture recognition system using posture classifier and Jordan recurrent neural network. Yusuke Araga, Makoto Shirabayashi, Keishi Kaida, Hiroomi Hikawa |
| 2012 | Real time on-chip implementation of dynamical systems with spiking neurons. Francesco Galluppi, Sergio Davies, Steve B. Furber, Terry C. Stewart, Chris Eliasmith |
| 2012 | Real-time 3D pose and correspondence from stereo image sequences by combinatorial optimization. Bisser Raytchev, Yusuke Kimura |
| 2012 | Real-time change detection in time series based on growing feature quantization. Yanfei Kang |
| 2012 | Reasoning with heuristics and induction: An account based on the CLARION cognitive architecture. Ron Sun, Sébastien Hélie |
| 2012 | Recurrent competitive networks can learn locally excitatory topologies. Florian Jug, Matthew Cook, Angelika Steger |
| 2012 | Redundancy reduction in self-organising map merging for scalable data clustering. Hiran Ganegedara, Damminda Alahakoon |
| 2012 | Redundancy-Constrained feature selection with radial basis function networks. Nikhil R. Pal, Mridul Malpani |
| 2012 | Region analysis through close contour transformation using growing neural gas. Gaurav Gupta, Alexandra Psarrou, Anastasia Angelopoulou, José García Rodríguez |
| 2012 | Regularization for the kernel recursive least squares CMAC. Carl Laufer, George G. Coghill |
| 2012 | Reinforcement learning control based on multi-goal representation using hierarchical heuristic dynamic programming. Zhen Ni, Haibo He, Dongbin Zhao, Danil V. Prokhorov |
| 2012 | Reinforcement learning with guided policy search using Gaussian processes. Hunor Jakab, Lehel Csató |
| 2012 | Relevance learning for short high-dimensional time series in the life sciences. Frank-Michael Schleif, Andrej Gisbrecht, Barbara Hammer |
| 2012 | Reservoir computing ensembles for multi-object behavior recognition. Jun Yin, Yan Meng |
| 2012 | Reservoir-computing-based, biologically-inspired artificial neural network for modeling of a single machine infinite bus power system. Jing Dai, Ganesh Kumar Venayagamoorthy, Ronald G. Harley, Steve M. Potter |
| 2012 | Response to external input of chaotic neural networks based on Newman-Watts model. Manabu Shibasaki, Masaharu Adachi |
| 2012 | Restricted Boltzmann Machines and Deep Belief Networks on multi-core processors. Noel Lopes, Bernardete Ribeiro, João Gonçalves |
| 2012 | Reward hierarchical temporal memory. Hansol Choi, Jun-Cheol Park, Jae Hyun Lim, Jae Young Jun, Dae-Shik Kim |
| 2012 | Robust EEG channel selection across sessions in brain-computer interface involving stroke patients. Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek |
| 2012 | Robustness of kernel based regression: Influence and weight functions. Kris De Brabanter, Jos De Brabanter, Johan A. K. Suykens, Joos Vandewalle, Bart De Moor |
| 2012 | Rotation-invariant categorization of colour images using the Radon transform. Andrew P. Paplinski |
| 2012 | Rotor Associative Memory with a Periodic Activation Function. Yozo Suzuki, Michimasa Kitahara, Masaki Kobayashi |
| 2012 | Sampling + reweighting: Boosting the performance of AdaBoost on imbalanced datasets. Bo Yuan, Xiaoli Ma |
| 2012 | Scalable multi-precision simulation of spiking neural networks on GPU with OpenCL. Dmitri Yudanov, Leon Reznik |
| 2012 | Seizure detection based on spatiotemporal correlation and frequency regularity of scalp EEG. Yaozhang Pan, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Huijuan Yang, Dong Huang, Shih-Hui Lim |
| 2012 | Self organising map based region of interest labelling for automated defect identification in large sewer pipe image collections. Hiran Ganegedara, Damminda Alahakoon, John Mashford, Andrew P. Paplinski, Karsten Müller, Thomas Martin Deserno |
| 2012 | Self-organization of object features representing motion using Multiple Timescales Recurrent Neural Network. Shun Nishide, Jun Tani, Hiroshi G. Okuno, Tetsuya Ogata |
| 2012 | Self-organizing neural networks for learning air combat maneuvers. Teck-Hou Teng, Ah-Hwee Tan, Yuan-Sin Tan, Adrian Yeo |
| 2012 | Self-organizing reservior computing with dynamically regulated cortical neural networks. Jun Yin, Yan Meng |
| 2012 | Self-reorganizing TSK fuzzy inference system with BCM theory of meta-plasticity. Biju Joseph Jacob, Eng-Yeow Cheu, Javan Tan, Chai Quek |
| 2012 | Semi-supervised clustering with multi-viewpoint based similarity measure. Yang Yan, Lihui Chen, Nguyen Duc Thang |
| 2012 | Semi-supervised detection of collective anomalies with an application in high energy particle physics. Tommi Vatanen, Mikael Kuusela, Eric Malmi, Tapani Raiko, Timo Aaltonen, Yoshikazu Nagai |
| 2012 | Semi-supervised hierarchical clustering for personalized web image organization. Lei Meng, Ah-Hwee Tan |
| 2012 | Semi-supervised learning in initially labeled non-stationary environments with gradual drift. Karl B. Dyer, Robi Polikar |
| 2012 | Sequence learning using the adaptive suffix trie algorithm. Upuli Gunasinghe, Damminda Alahakoon |
| 2012 | Sequence recognition with spatio-temporal long-term memory organization. Vu Anh Nguyen, Janusz A. Starzyk, Wooi-Boon Goh |
| 2012 | Sequential causal estimation and learning from time-varying images. Rakesh Chalasani, Goktug T. Cinar, José C. Príncipe |
| 2012 | Shape deformation descriptor using Fourier analysis. Adhi Harmoko Saputro, Mohd. Marzuki Mustafa, Aini Hussain, Oteh Maskon, Ika Faizura Mohd. Noh |
| 2012 | Similarity clustering for data fusion in Wireless Sensor Networks using k-means. Afonso D. Ribas, Juan Gabriel Colonna, Carlos Maurício S. Figueiredo, Eduardo Freire Nakamura |
| 2012 | Skull-closed autonomous development: WWN-6 using natural video. Yuekai Wang, Xiaofeng Wu, Juyang Weng |
| 2012 | Sleep stages classification based on temporal pattern recognition in neural network approach. Ary Noviyanto, Aniati Murni Arymurthy |
| 2012 | Sparse heteroscedastic Gaussian process for shortterm wind speed forecasting. Peng Kou, Feng Gao |
| 2012 | Sparse methods for wind energy prediction. Carlos M. Alaíz, Álvaro Barbero Jiménez, José R. Dorronsoro |
| 2012 | Sparse representation based on matrix rank minimization and k-means clustering for recognition. Long Ma, Chunheng Wang, Baihua Xiao |
| 2012 | Spike timing dependent plasticity with memristive synapse in neuromorphic systems. William Chan, Jason D. Lohn |
| 2012 | Spiking neuron model of basal forebrain enhancement of visual attention. Michael C. Avery, Jeffrey L. Krichmar, Nikil D. Dutt |
| 2012 | Spin based neuron-synapse module for ultra low power programmable computational networks. Mrigank Sharad, Charles Augustine, Georgios Panagopoulos, Kaushik Roy |
| 2012 | State transition control of a five-fingered pneumatic hand using a neural network. Osamu Fukuda, Jonghwan Kim, Isao Nakai, Yasunori Ichikawa |
| 2012 | Static and dynamic memory to simulate higher-order cognitive tasks. Fady Alnajjar, Yuichi Yamashita, Jun Tani |
| 2012 | Steel defect classification with Max-Pooling Convolutional Neural Networks. Jonathan Masci, Ueli Meier, Dan C. Ciresan, Jürgen Schmidhuber, Gabriel Fricout |
| 2012 | Stimulus dependent habituation in a bottom - up brain inspired model of learning and memory. Kiruthika Ramanathan, Madhurima Battacharya, Prahlad Vadakkepat |
| 2012 | Subjects on objects in contexts: Using GICA method to quantify epistemological subjectivity. Timo Honkela, Juha Raitio, Krista Lagus, Ilari T. Nieminen, Nina Honkela, Mika Pantzar |
| 2012 | Supervised brain emotional learning. Ehsan Lotfi, M.-R. Akbarzadeh-T. |
| 2012 | Support vector machine-based classification of rock texture images aided by efficient feature selection. Changjing Shang, Dave Barnes |
| 2012 | Support vector machines for program analysis. Andrea Flexeder, Matthias Putz, Thomas A. Runkler |
| 2012 | Surface EMG signals determinism analysis based on recurrence plot for hand grasps. Gaoxiang Ouyang, Zhaojie Ju, Honghai Liu |
| 2012 | Taming the reservoir: Feedforward training for recurrent neural networks. Oliver Obst, Martin A. Riedmiller |
| 2012 | Test sample size determination for biometric systems based on confidence elasticity. Rongfeng Li, Beining Huang, Darun Tang, Wenxin Li |
| 2012 | The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10-15, 2012 |
| 2012 | The Adaptive Critic Learning Agent (ACLA) algorithm: Towards problem independent neural network based optimizers. Udhay Ravishankar, Milos Manic |
| 2012 | The Content-Based Image Retrieval using the Pulse Coupled Neural Network. Masato Yonekawa, Hiroaki Kurokawa |
| 2012 | The conic-segmentation support vector machine - a target space method for multiclass classification. Alistair Shilton, Daniel T. H. Lai, Marimuthu Palaniswami |
| 2012 | The convergence rate of the MDM algorithm. Jorge López Lázaro, José R. Dorronsoro |
| 2012 | The divergence of reinforcement learning algorithms with value-iteration and function approximation. Michael Fairbank, Eduardo Alonso |
| 2012 | The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivities. Joseph Chrol-Cannon, André Grüning, Yaochu Jin |
| 2012 | The prediction approach with Growing Hierarchical Self-Organizing Map. Shin-Ying Huang, Rua-Huan Tsaih |
| 2012 | The sludge volume index soft sensor model based on PCA-ElmanNN. Xichun Yuan, Honggui Han, Junfei Qiao |
| 2012 | Thin Plate Spline Latent Variable Models for dimensionality reduction. Xinwei Jiang, Junbin Gao, Daming Shi, Tianjiang Wang |
| 2012 | Time Series Based Link Prediction. Paulo Ricardo da Silva Soares, Ricardo Bastos Cavalcante Prudêncio |
| 2012 | Time coding output neurons in digital artificial neural networks. Ralf Joost, Ralf Salomon |
| 2012 | Timing-based control via echo state network for soft robotic arm. Junichi Kuwabara, Kohei Nakajima, Rongjie Kang, David T. Branson, Emanuele Guglielmino, Darwin G. Caldwell, Rolf Pfeifer |
| 2012 | Towards conservative helicopter loads prediction using computational intelligence techniques. Julio J. Valdés, Catherine Cheung, Matthew Li |
| 2012 | Towards improved theoretical problems for autonomous discovery. Chris Lovell, Steve R. Gunn |
| 2012 | Towards interpretable classifiers with blind signal separation. Héctor Ruiz, Ian H. Jarman, José David Martín-Guerrero, Sandra Ortega-Martorell, Alfredo Vellido, Enrique Romero, Paulo J. G. Lisboa |
| 2012 | Towards realtime stance classification by spiking neural network. Vaenthan Thiruvarudchelvan, Terry Bossomaier |
| 2012 | Traffic modeling and identification using a Self-adaptive Fuzzy Inference Network. Sau Wai Tung, Chai Quek, Cuntai Guan |
| 2012 | Traffic prediction using a Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network. Ngoc Nam Nguyen, Chai Quek, Eng-Yeow Cheu |
| 2012 | Traffic signal optimization using Ant Colony Algorithm. David Renfrew, Xiao-Hua Yu |
| 2012 | Trajectory tracking control of the guiding and following mobile robots: Elliptic collision-Free approach. Wen-Shyong Yu, Chih-Hao Lin |
| 2012 | Transductive learning algorithms for nonstationary environments. Gregory Ditzler, Gail L. Rosen, Robi Polikar |
| 2012 | Transfer learning for Latin and Chinese characters with Deep Neural Networks. Dan Claudiu Ciresan, Ueli Meier, Jürgen Schmidhuber |
| 2012 | Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems. Andrea Castelletti, Francesca Pianosi, Marcello Restelli |
| 2012 | Ubiquitous deployment configuration of indoor location services. Teresa García-Valverde, Alberto García-Sola, Juan A. Botía, Antonio Fernandez Gómez-Skarmeta |
| 2012 | Uncertainty quantification for wind farm power generation. Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Reihaneh Naghavizadeh |
| 2012 | Understanding human implicit intention based on frontal electroencephalography (EEG). Suh-Yeon Dong, Soo-Young Lee |
| 2012 | Unified Knowledge Based Economy neural forecasting map. Ahmad AlShami, Ahmad Lotfi, Simeon Coleman |
| 2012 | Unsupervised up-to-bottom hierarchical clustering elastic net algorithm for TSP. Gang Yang, Shangce Gao, Junyan Yi, Xiaofeng Meng |
| 2012 | Using Bootstrap AdaBoost with KNN for ECG-based automated obstructive sleep apnea detection. Tzu-Ping Kao, Jeen-Shing Wang, Che-Wei Lin, Ya-Ting C. Yang, Fang-Chen Juang |
| 2012 | Using a Gaussian mixture neural network for incremental learning and robotics. Milton Roberto Heinen, Paulo Martins Engel, Rafael C. Pinto |
| 2012 | Using complex-valued Levenberg-Marquardt algorithm for learning and recognizing various hand gestures. Abdul Rahman Hafiz, Md. Faijul Amin, Kazuyuki Murase |
| 2012 | Using semi-supervised learning in multi-label classification problems. Araken M. Santos, Anne M. P. Canuto |
| 2012 | Using unreliable data for creating more reliable online learners. Leandro L. Minku, Xin Yao |
| 2012 | Value-gradient learning. Michael Fairbank, Eduardo Alonso |
| 2012 | Various artifacts reduction algorithms for EEG recorded in continuous fMRI scan environment. Fangshi Zhu, Songyun Xie, Jiadong Xu, Huabing He |
| 2012 | Vector control of a grid-connected rectifier/inverter using an artificial neural network. Shuhui Li, Donald C. Wunsch, Michael Fairbank, Eduardo Alonso |
| 2012 | Visual, linguistic data mining using Self- Organizing Maps. Dumidu Wijayasekara, Milos Manic |
| 2012 | Visualising large-scale neural network models in real-time. Cameron Patterson, Francesco Galluppi, Alexander D. Rast, Steve B. Furber |
| 2012 | Why is it hard to induce long-term depression? Lubica Benuskova |
| 2012 | Wind forecasting and wind power generation: Looking for the best model based on artificial intelligence. Ronaldo Ribeiro Barbosa de Aquino, Hugo T. V. Gouveia, Milde M. S. Lira, Aida Araujo Ferreira, Otoni Nóbrega Neto, Manoel A. Carvalho |
| 2012 | Wind power forecasting by a new local quadratic wavelet neural network. Hossein Iranmanesh, Majid Abdollahzade, Arash Miranian, Ahmad Farmahini |