Table of Contents

• A Novel Method for Manifold ConstructionWei-Chen Cheng, Cheng-Yuan Liou. 3-10 [doi]
• A Non-linear Classifier for Symbolic Interval Data Based on a Region Oriented ApproachRenata M. C. R. de Souza, Diogo R. S. Salazar. 11-18 [doi]
• A Symmetrical Model Applied to Interval-Valued Data Containing Outliers with Heavy-Tail DistributionMarco A. O. Domingues, Renata M. C. R. de Souza, Francisco José de A. Cysneiros. 19-26 [doi]
• New Neuron Model for Blind Source SeparationMd. Shiblee, B. Chandra, Prem Kumar Kalra. 27-36 [doi]
• Time Series Prediction with Multilayer Perceptron (MLP): A New Generalized Error Based ApproachMd. Shiblee, Prem Kumar Kalra, B. Chandra. 37-44 [doi]
• Local Feature Selection in Text ClusteringMarcelo N. Ribeiro, Manoel J. R. Neto, Ricardo Bastos Cavalcante Prudêncio. 45-52 [doi]
• Sprinkled Latent Semantic Indexing for Text Classification with Background KnowledgeHaiqin Yang, Irwin King. 53-60 [doi]
• Comparison of Cluster Algorithms for the Analysis of Text Data Using Kolmogorov ComplexityTina Geweniger, Frank-Michael Schleif, Alexander Hasenfuss, Barbara Hammer, Thomas Villmann. 61-69 [doi]
• Neurocognitive Approach to Clustering of PubMed Query ResultsPawel Matykiewicz, Wlodzislaw Duch, Paul M. Zender, Keith A. Crutcher, John Pestian. 70-79 [doi]
• Search-In-Synchrony: Personalizing Web Search with Cognitive User Profile ModelChandra Shekhar Dhir, Soo-Young Lee. 80-87 [doi]
• Neurocognitive Approach to Creativity in the Domain of Word-InventionMaciej Pilichowski, Wlodzislaw Duch. 88-96 [doi]
• Improving Personal Credit Scoring with HLVQ-CArmando Vieira, João Duarte, Bernardete Ribeiro, João Carvalho das Neves. 97-103 [doi]
• Architecture of Behavior-Based Function Approximator for Adaptive ControlHassab Elgawi Osman. 104-111 [doi]
• On Efficient Content Based Information Retrieval Using SVM and Higher Order Correlation AnalysisDimitrios A. Karras. 112-119 [doi]
• A String Measure with Symbols Generation: String Self-Organizing MapsLuis Fernando de Mingo López, Nuria Gómez Blas, Miguel Angel Díaz. 123-130 [doi]
• Neural Network Smoothing of Geonavigation Data on the Basis of Multilevel Regularization AlgorithmVladimir Vasilyev, Ildar Nugaev. 131-138 [doi]
• Knowledge-Based Rule Extraction from Self-Organizing MapsChihli Hung. 139-146 [doi]
• A Bayesian Local Linear Wavelet Neural NetworkKunikazu Kobayashi, Masanao Obayashi, Takashi Kuremoto. 147-154 [doi]
• Analysis on Equilibrium Point of Expectation Propagation Using Information GeometryHideyuki Matsui, Toshiyuki Tanaka. 155-162 [doi]
• Partially Enhanced Competitive LearningRyotaro Kamimura. 163-170 [doi]
• Feature Detection by Structural Enhanced InformationRyotaro Kamimura. 171-178 [doi]
• Gradient Learning in Networks of Smoothly Spiking NeuronsJirí Síma. 179-186 [doi]
• Orthogonalization and Thresholding Method for a Nonparametric Regression ProblemKatsuyuki Hagiwara. 187-194 [doi]
• Analysis of Ising Spin Neural Network with Time-Dependent Mexican-Hat-Type InteractionKazuyuki Hara, Seiji Miyoshi, Tatsuya Uezu, Masato Okada. 195-202 [doi]
• Divided Chaotic Associative Memory for Successive LearningTakahiro Hada, Yuko Osana. 203-211 [doi]
• Reinforcement Learning Using Kohonen Feature Map Associative Memory with Refractoriness Based on Area RepresentationAtsushi Shimizu, Yuko Osana. 212-219 [doi]
• Automatic Model Selection via Corrected Error BackpropagationMasashi Sekino, Katsumi Nitta. 220-227 [doi]
• Self-Referential Event Lists for Self-Organizing Modular Reinforcement LearningJohane Takeuchi, Osamu Shouno, Hiroshi Tsujino. 228-235 [doi]
• Generalisation Performance vs. Architecture Variations in Constructive Cascade NetworksSuisin Khoo, Tom Gedeon. 236-243 [doi]
• Synchronized Oriented Mutations Algorithm for Training Neural ControllersVincent Berenz, Kenji Suzuki. 244-251 [doi]
• Bioinspired Parameter Tuning of MLP Networks for Gene Expression Analysis: Quality of Fitness Estimates vs. Number of Solutions AnalysedAndré L. D. Rossi, Carlos Soares, André C. P. L. F. Carvalho. 252-259 [doi]
• Sample Filtering Relief Algorithm: Robust Algorithm for Feature SelectionThammakorn Saethang, Santitham Prom-on, Asawin Meechai, Jonathan Hoyin Chan. 260-267 [doi]
• Enhanced Visualization by Combing SOM and Mixture ModelsRyotaro Kamimura. 268-275 [doi]
• Genetic Versus Nearest-Neighbor Imputation of Missing Attribute Values for RBF NetworksPedro G. de Oliveira, André L. V. Coelho. 276-283 [doi]
• Combination of Dynamic Reservoir and Feedforward Neural Network for Time Series ForecastingStefan Babinec, Jiri Pospichal. 284-291 [doi]
• Learning Nonadjacent Dependencies with a Recurrent Neural NetworkIgor Farkas. 292-299 [doi]
• A Back-Propagation Training Method for Multilayer Pulsed Neural Networks Using Principle of DualityKaname Iwasa, Mauricio Kugler, Susumu Kuroyanagi, Akira Iwata. 300-307 [doi]
• Revisiting the Problem of Weight Initialization for Multi-Layer Perceptrons Trained with Back PropagationStavros Adam, Dimitrios A. Karras, Michael N. Vrahatis. 308-315 [doi]
• Analysis on Generalization Error of Faulty RBF Networks with Weight Decay RegularizerChi-Sing Leung, Pui-Fai Sum, Hongjiang Wang. 316-323 [doi]
• On Node-Fault-Injection Training of an RBF NetworkJohn Sum, Chi-Sing Leung, Kevin Ho. 324-331 [doi]
• Symbolic Knowledge Extraction from Support Vector Machines: A Geometric ApproachLu Ren, Artur S. d Avila Garcez. 335-343 [doi]
• Asbestos Detection from Microscope Images Using Support Vector Random Field of Local Color FeaturesYoshitaka Moriguchi, Kazuhiro Hotta, Haruhisa Takahashi. 344-352 [doi]
• Acoustic Echo Cancellation Using Gaussian ProcessesJyun-ichiro Tomita, Yuzo Hirai. 353-360 [doi]
• Automatic Particle Detection and Counting by One-Class SVM from Microscope ImageHinata Kuba, Kazuhiro Hotta, Haruhisa Takahashi. 361-368 [doi]
• Protein Folding Classification by Committee SVM ArrayMika Takata, Yasuo Matsuyama. 369-377 [doi]
• Implementation of the MLP KernelCheng-Yuan Liou, Wei-Chen Cheng. 378-385 [doi]
• Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification with Feature SelectionAdriana da Costa F. Chaves, Marley B. R. Vellasco, Ricardo Tanscheit. 386-393 [doi]
• An SVM Based Approach to Cross-Language Adaptation for Indian LanguagesA. Vijaya Rama Raju, C. Chandra Sekhar. 394-401 [doi]
• Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM AggregationsIgnacio Álvarez, Míriam López, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Carlos García Puntonet, Fermín Segovia. 402-409 [doi]
• Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel MachinesJavier Ramírez, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet. 410-417 [doi]
• Computer Aided Diagnosis of Alzheimer Disease Using Support Vector Machines and Classification TreesDiego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Míriam López, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet. 418-425 [doi]
• Modeling and Prediction of Nonlinear EEG Signal Using Local SVM MethodLisha Sun, Lanxin Lin, Chunhao Lin. 426-433 [doi]
• Suitability of Using Self-Organizing Neural Networks in Configuring P-System Communications ArchitecturesAbraham Gutierrez, Soledad Delgado, Luis Fernández. 437-444 [doi]
• Short Term Load Forecasting (STLF) Using Artificial Neural Network Based Multiple Lags of Time SeriesMohd Hafez Hilmi Harun, Muhammad Murtadha Othman, Ismail Musirin. 445-452 [doi]
• Neural Network Regression for LHF Process OptimizationMiroslaw Kordos. 453-460 [doi]
• Trading Strategy in Foreign Exchange Market Using Reinforcement Learning Hierarchical Neuro-Fuzzy SystemsMarcelo F. Corrêa, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo, Pedro C. G. da S. Vellasco. 461-468 [doi]
• Improving Multi Step-Ahead Model Prediction through Backward Elimination Method in Multiple Neural Networks CombinationZainal Ahmad, Rabiatul Adawiah Mat Noor. 469-476 [doi]
• A Novel Adaptive Resource-Aware PNN Algorithm Based on Michigan-Nested Pittsburgh PSOKuncup Iswandy, Andreas König. 477-484 [doi]
• Feature Selection Method with Multi-Population Agent Genetic AlgorithmYongming Li, Xiaoping Zeng. 493-500 [doi]
• Particle Swarm Optimization and Differential Evolution in Fuzzy ClusteringFengqin Yang, Changhai Zhang, Tieli Sun. 501-508 [doi]
• Intelligent Control of Heating, Ventilating and Air Conditioning SystemsPatrick Low Tiong Kie, Lau Bee Theng. 509-516 [doi]
• Dynamic Programming Stereo on Real-World SequencesZhifeng Liu, Reinhard Klette. 527-534 [doi]
• Happy-Sad Expression Recognition Using Emotion Geometry Feature and Support Vector MachineLinlu Wang, Xiaodong Gu, Yuanyuan Wang, LiMing Zhang. 535-542 [doi]
• A New Principal Axis Based Line Symmetry Measurement and Its Application to ClusteringSanghamitra Bandyopadhyay, Sriparna Saha. 543-550 [doi]
• Class-Dependent Feature Selection for Face RecognitionNina Zhou, Lipo Wang. 551-558 [doi]
• Partial Clustering for Tissue Segmentation in MRINicolau Gonçalves, Janne Nikkilä, Ricardo Vigário. 559-566 [doi]
• Time Series Analysis for Long Term Prediction of Human Movement TrajectoriesSven Hellbach, Julian Eggert, Edgar Körner, Horst-Michael Gross. 567-574 [doi]
• Error Analysis of a Sub-millimeter Real-Time Target Recognition System with a Moving CameraV. M. M. Vieira, Gavin J. Kane, Rüdiger Marmulla, Jörg Raczkowsky, Georg Eggers. 575-582 [doi]
• Automatic Plaque Boundary Extraction in Intravascular Ultrasound Image by Fuzzy Inference with Adaptively Allocated Membership FunctionsEiji Uchino, Noriaki Suetake, Takanori Koga, Shohei Ichiyama, Genta Hashimoto, Takafumi Hiro, Masunori Matsuzaki. 583-590 [doi]
• Gabor Neural Network Based Facial Expression Recognition for Assistive Speech ExpressionLau Bee Theng. 591-598 [doi]
• Investigations into Particle Swarm Optimization for Multi-class Shape RecognitionEe Lee Ng, Mei Kuan Lim, Tomás Maul, Weng-Kin Lai. 599-606 [doi]
• Patterns of Interactions in Complex Social Networks Based on Coloured Motifs AnalysisKatarzyna Musial, Krzysztof Juszczyszyn, Bogdan Gabrys, Przemyslaw Kazienko. 607-614 [doi]
• Initialization Dependence of Clustering AlgorithmsWim De Mulder, Stefan Schliebs, René Boel, Martin Kuiper. 615-622 [doi]
• Boundary Detection from Spectral InformationJun Ma. 623-630 [doi]
• Improvement of Practical Recurrent Learning Method and Application to a Pattern Classification TaskMohamad Faizal Bin Samsudin, Katsunari Shibata. 631-638 [doi]
• An Automatic Intelligent Language ClassifierBrijesh Verma, Hong Lee, John Zakos. 639-646 [doi]
• Gender Classification by Combining Facial and Hair InformationXiao-Chen Lian, Bao-Liang Lu. 647-654 [doi]
• A Hybrid Fuzzy Approach for Human Eye Gaze Pattern RecognitionDingyun Zhu, B. Sumudu U. Mendis, Tom Gedeon, Akshay Asthana, Roland Goecke. 655-662 [doi]
• Interactive Trouble Condition Sign Discovery for Hydroelectric Power PlantsTakashi Onoda, Norihiko Ito, Hironobu Yamasaki. 663-670 [doi]
• An Asbestos Counting Method from Microscope Images of Building Materials Using Summation Kernel of Color and ShapeAtsuo Nomoto, Kazuhiro Hotta, Haruhisa Takahashi. 671-678 [doi]
• Evaluation of Prediction Capability of Non-recursion Type 2nd-order Volterra Neuron Network for ElectrocardiogramShunsuke Kobayakawa, Hirokazu Yokoi. 679-686 [doi]
• A New ART-LMS Neural Network for the Image RestorationTzu-Chao Lin, Mu-kun Liu, Chien-Ting Yeh. 687-694 [doi]
• Moving Vehicle Tracking Based on SIFT Active Particle ChoosingTao Gao, Zheng-guang Liu, Wen-chun Gao, Jun Zhang. 695-702 [doi]
• Classification of Fundus Images for Diagnosing Glaucoma by Self-Organizing Map and Learning Vector QuantizationNobuo Matsuda, Jorma Laaksonen, Fumiaki Tajima, Hideaki Sato. 703-710 [doi]
• Facial Expression Recognition Techniques Using Constructive Feedforward Neural Networks and K-Means AlgorithmLiying Ma. 711-719 [doi]
• A Neural Network Based Classification of Human Blood Cells in a Multiphysic FrameworkMatteo Cacciola, Maurizio Fiasché, Giuseppe Megali, Francesco Carlo Morabito, Mario Versaci. 720-727 [doi]
• Caller Interaction Classification: A Comparison of Real and Binary Coded GA-MLP TechniquesPretesh B. Patel, Tshilidzi Marwala. 728-735 [doi]
• A Robust Technique for Background Subtraction in Traffic VideoTao Gao, Zheng-guang Liu, Wen-chun Gao, Jun Zhang. 736-744 [doi]
• Gabor Filters as Feature Images for Covariance Matrix on Texture Classification ProblemJing Yi Tou, Yong Haur Tay, Phooi-Yee Lau. 745-751 [doi]
• Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural NetworksJaisheel Mistry, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala. 752-759 [doi]
• Hardware-Based Solutions Utilizing Random Forests for Object RecognitionHassab Elgawi Osman. 760-767 [doi]
• A Neural Oscillation Model for Contour Separation in Color ImagesYu Ma, Xiaodong Gu, Yuanyuan Wang. 768-775 [doi]
• A Color Image Segmentation Using Inhibitory Connected Pulse Coupled Neural NetworkHiroaki Kurokawa, Shuzo Kaneko, Masato Yonekawa. 776-783 [doi]
• Generating Saliency Map Related to Motion Based on Self-organized Feature ExtractingSatoru Morita. 784-791 [doi]
• Intelligent Face Image Retrieval Using Eigenpaxels and Learning Similarity MetricsPaul C. Conilione, Dianhui Wang. 792-799 [doi]
• The Role of the Infant Vision System in 3D Object RecognitionRoberto Antonio Vázquez, Juan Humberto Sossa Azuela, Beatriz A. Garro. 800-807 [doi]
• Virtual Fence for a Surveillance SystemYen San Yong, Hock Woon Hon, Yasir Salih Osman, Ching Hau Chan, Siu Jing Then, Sheau Wei Chau. 808-815 [doi]
• Application of mnSOM on Linking External Exposure to Internal LoadStefan W. Roeder, Matthias Richter, Olf Herbarth. 816-823 [doi]
• Automated and Holistic Design of Intelligent and Distributed Integrated Sensor Systems with Self-x Properties for Applications in Vision, Robotics, Smart Environments, and Culinary Assistance SystemsAndreas König. 827-834 [doi]
• Hardware Design of Japanese Hand Sign Recognition SystemHiroomi Hikawa, Hirotada Fujimura. 835-842 [doi]
• Blind Source Separation System Using Stochastic Arithmetic on FPGAMichihiro Hori, Michihito Ueda. 843-850 [doi]
• Noise-Tolerant Analog Circuits for Sensory Segmentation Based on Symmetric STDP LearningGessyca Maria Tovar, Tetsuya Asai, Yoshihito Amemiya. 851-858 [doi]
• A Novel Approach for Hardware Based Sound ClassificationMauricio Kugler, Victor Alberto Parcianello Benso, Susumu Kuroyanagi, Akira Iwata. 859-866 [doi]
• The Generalized Product Neuron Model in Complex DomainB. K. Tripathi, B. Chandra, Prem Kumar Kalra. 867-876 [doi]
• Pulse-Type Hardware Neural Network with Two Time Windows in STDPKatsutoshi Saeki, Ryo Shimizu, Yoshifumi Sekine. 877-884 [doi]
• Time Evaluation for ::::WTA:::: Hopfield Type Circuits Affected by Cross-Coupling CapacitancesRuxandra L. Costea, Corneliu A. Marinov. 885-892 [doi]
• Circuit FPGA for Active Rules Selection in a Transition P System RegionVictor J. Martínez, Abraham Gutierrez, Luis Fernando de Mingo López. 893-900 [doi]
• Model Selection Method for AdaBoost Using Formal Information CriteriaDaisuke Kaji, Sumio Watanabe. 903-910 [doi]
• The Diversity of Regression Ensembles Combining Bagging and Random Subspace MethodAlexandra Scherbart, Tim W. Nattkemper. 911-918 [doi]
• On Weight-Noise-Injection TrainingKevin Ho, Chi-Sing Leung, John Sum. 919-926 [doi]
• Intelligent Control of Heating, Ventilating and Air Conditioning SystemsPatrick Low Tiong Kie, Lau Bee Theng. 927-934 [doi]
• Bregman Divergences and Multi-dimensional ScalingPei Ling Lai, Colin Fyfe. 935-942 [doi]
• Collective Activations to Generate Self-Organizing MapsRyotaro Kamimura. 943-950 [doi]
• A Closed-Form Estimator of Fully Visible Boltzmann MachinesJunichiro Hirayama, Shin Ishii. 951-959 [doi]
• Incremental Learning in the Non-negative Matrix FactorizationSven Rebhan, Waqas Sharif, Julian Eggert. 960-969 [doi]
• Contextual Behaviors and Internal Representations Acquired by Reinforcement Learning with a Recurrent Neural Network in a Continuous State and Action Space TaskHiroki Utsunomiya, Katsunari Shibata. 970-978 [doi]
• Improving the Quality of EEG Data in Patients with Alzheimer s Disease Using ICAFrançois B. Vialatte, Jordi Solé i Casals, Monique Maurice, Charles-Francois Vincent Latchoumane, Nigel R. Hudson, Sunil Wimalaratna, Jaeseung Jeong, Andrzej Cichocki. 979-986 [doi]
• Global Minimization of the Projective Nonnegative Matrix FactorizationZhijian Yuan. 987-993 [doi]
• A One-Layer Recurrent Neural Network for Non-smooth Convex Optimization Subject to Linear Equality ConstraintsQingshan Liu, Jun Wang. 1003-1010 [doi]
• A Study on Application of Reliability Based Automatic Repeat Request to Brain Computer InterfacesHiromu Takahashi, Tomohiro Yoshikawa, Takeshi Furuhashi. 1013-1020 [doi]
• Analysis on Saccade-Related Independent Components by Various ICA Algorithms for Developing BCIArao Funase, Motoaki Mouri, Tohru Yagi, Andrzej Cichocki, Ichi Takumi. 1021-1028 [doi]
• Policy Gradient Learning of Cooperative Interaction with a Robot Using User s Biological SignalsTomoya Tamei, Tomohiro Shibata. 1029-1037 [doi]
• Real-Time Embedded EEG-Based Brain-Computer InterfaceLi-Wei Ko, I-Ling Tsai, Fu-Shu Yang, Jen-Feng Chung, Shao-Wei Lu, Tzyy-Ping Jung, Chin-Teng Lin. 1038-1045 [doi]
• SpiNNaker: The Design Automation ProblemAndrew D. Brown, David R. Lester, Luis A. Plana, Steve Furber, Peter R. Wilson. 1049-1056 [doi]
• The Deferred Event Model for Hardware-Oriented Spiking Neural NetworksAlexander D. Rast, Xin Jin, Mukaram Khan, Steve Furber. 1057-1064 [doi]
• Particle Swarm Optimization with SIMD-Oriented Fast Mersenne Twister on the Cell Broadband EngineJun Igarashi, Satoshi Sonoh, Takanori Koga. 1065-1071 [doi]
• DNA Computing Hardware Design and Application to Multiclass Cancer DataSun-Wook Choi, Chong-Ho Lee. 1072-1079 [doi]