Table of Contents

• Neural Networks Computing the Dungean Semantics of ArgumentationYoshiaki Goto, Takeshi Hagiwara, Hajime Sawamura. 5-14
• Awareness Computing: What, Why, and How?Qiangfu Zhao. 5
• Concepts and Design of Granular Fuzzy Neural Networks - New Constructs of Computational IntelligenceWitold Pedrycz. 11
• Ontic vs. Epistemic Fuzzy Sets in Modeling and Data Processing TasksDidier Dubois. 13
• Epileptic Electroencephalogram Signal Classification based on Sparse RepresentationJing Wang, Ping Guo. 15-23
• Incremental Social Learning in Swarm Intelligence Algorithms for OptimizationMarco Antonio Montes de Oca. 19
• Autonomous Learning Machines - Generating Rules from Data StreamsPlamen P. Angelov. 21
• Feature Selection for High-dimensional Data AnalysisMichel Verleysen. 23
• Individually and Collectively Treated Neurons and its Application to SOM Ryotaro Kamimura. 24-30
• Design of Recurrent Fuzzy Neural Network and General Regression Neural Network Controller for Traveling-wave Ultrasonic MotorTien Chi Chen, Tsai-Jiun Ren, Yi-Wei Lou. 31-40
• Functional Network in Navigation Satellite Clock Error Prediction - A Novel ApplicationYing Wang, Bo Xu, Xuhai Yang. 41-50
• Neurofuzzy Min-Max Networks Implementation on FPGA Alessandro Cinti, Antonello Rizzi. 51-57
• A Mathematical Model of a Retina Ganglion Cell' Response to Contrast EdgesHui Wei, Yuan Ren, Shuang Wu. 58-65
• Optimized Hidden Markov Model for Classification of Motor Imagery EEG SignalsKwang-Eun Ko, Kwee-Bo Sim. 66-71
• Semi-supervised K-way Spectral Clustering using Pairwise ConstraintsGuillaume Wacquet, Pierre-Alexandre Hébert, Émilie Caillault Poisson, Denis Hamad. 72-81
• Decentralized Neural Backstepping Control for an Industrial PA10-7CE Robot ArmRamon Garcia-Hernandez, Edgar N. Sanchez, Miguel A. Llama, José Antonio Ruz Hernández. 82-89
• Critical Boundary Vector Concept in Nearest Neighbor Classifiers using k-Means Centers for Efficient Template ReductionWenjun Xia, Tadashi Shibata. 93-98
• Kinetic Morphogenesis of a Multilayer PerceptronBruno Apolloni, Simone Bassis, Lorenzo Valerio. 99-105
• Learning Method Utilizing Singular Region of Multilayer PerceptronRyohei Nakano, Seiya Satoh, Takayuki Ohwaki. 106-111
• Multi-regularization Parameters Estimation for Gaussian Mixture Classifier based on MDL PrincipleXiuling Zhou, Ping Guo, C. L. Philip Chen. 112-117
• Improved Revision of Ranking Functions for the Generalization of Belief in the Context of Unobserved VariablesKlaus Häming, Gabriele Peters. 118-123
• Hamiltonian Neural Network-based Orthogonal Filters - A Basis for Artificial IntelligenceWieslaw Citko, Wieslaw Sienko. 124-127
• Addressing the Hardware Resource Requirements of Network-on-chip based Neural ArchitecturesSandeep Pande, Fearghal Morgan, Seamus Cawley, Brian McGinley, Jim Harkin, Snaider Carrillo, Liam McDaid. 128-137
• SSLLE: Semi-supervised Locally Linear Embedding based Localization Method for Indoor Wireless NetworksVinod Kumar Jain, Shashikala Tapaswi, Anupam Shukla. 138-146
• Modified Local Binary Pattern (MLBP) for Robust Face RecognitionMohammad Moinul Islam, Vijayan K. Asari, Mohammed Nazrul Islam, Mohammad A. Karim. 147-152
• Aircraft Classification and Noise Map Estimation based on Real-time Measurements of Take-off NoiseLuis Pastor Sánchez Fernández, Luis Alejandro Sánchez-Pérez, Marco Antonio Moreno Ibarra. 153-162
• Trading Foreign Currency using Artificial Neural Network StrategiesBruce J. Vanstone, Gavin R. Finnie. 163-167
• Learning from Biofeedback - Patient-specific Games for Neuromuscular RehabilitationOuriel Barzilay, Alon Wolf. 168-174
• Semi-supervised Evaluation of Constraint Scores for Feature SelectionMariam Kalakech, Philippe Biela, Denis Hamad, Ludovic Macaire. 175-182
• On-center/off-surround Neural Network Model for Olfactory AttentionZu Soh, Toshio Tsuji, Noboru Takiguchi, Hisao Ohtake. 183-189
• Neighborhood Function Design for Embedding in Reduced DimensionJiun-Wei Liou, Cheng-Yuan Liou. 190-195
• Neural Processing of Long Lasting Sequences of Temporal Codes - Model of Artificial Neural Network based on a Spike Timing-dependant Learning RuleDalius Krunglevicius. 196-204
• Developing Combined Forecasting Models in Oil Industry - A Case Study in OPEC Oil DemandSeyed Hamid Khodadad Hosseini, Adel Azar, Ali Rajabzadeh Ghatari, Arash Bahrammirzaee. 205-210
• Importance of Input Parameter Selection for Synthetic Streamflow Generation of Different Time Step using ANN TechniquesMaya Rajnarayn Ray, Arup Kumar Sarma. 211-217
• A New Distribution System Reconfiguration Approach using Particle Swarm Optimization and Neural NetworkM. W. Siti, B. P. Numbi, D. V. Nicolae. 218-223
• Solving Number Series - Architectural Properties of Successful Artificial Neural NetworksMarco Ragni, Andreas Klein. 224-229
• Spiking Hierarchical Neural Network for Corner DetectionDermot Kerr, T. Martin McGinnity, Sonya A. Coleman, Qingxiang Wu, Marine Clogenson. 230-235
• Reliable Modelling and Optimisation Control of Reactive Polymer Composite Moulding Processes using Bootstrap Aggregated Neural Network ModelsJie Zhang, Nikos G. Pantelelis. 236-241
• A Movie Recommender System based on Ensemble of Transductive SVM ClassifiersAristomenis S. Lampropoulos, Paraskevi S. Lampropoulou, George A. Tsihrintzis. 242-247
• Parallel Evaluation of Hopfield Neural NetworksAntoine Eiche, Daniel Chillet, Sébastien Pillement, Olivier Sentieys. 248-253
• Evaluation of the Effect of Nd: YVO4 Laser Parameters on Internal Micro-channel Fabrication in PolycarbonateS. M. Karazi, D. Brabazon. 254-259
• The Distributed Architecture for Large Neural Networks (DISTAL) of the Humanoid Robot MYONManfred Hild, Christian Thiele, Christian Benckendorff. 260-266
• Using the GNG-m Algorithm to Deal with the Problem of Catastrophic Forgetting in Incremental ModellingHéctor F. Satizábal M., Andres Perez-Uriibe. 267-276
• Image Contents Annotations with the Ensemble of One-class Support Vector MachinesBoguslaw Cyganek, Kazimierz Wiatr. 277-282
• CMAC Structure Optimization with Q-learning Approach and its ApplicationWeiwei Yu, Kurosh Madani, Christophe Sabourin. 283-288
• A Probabilistic Method for Prediction of microRNA-target InteractionsHasan Ogul, Sinan U. Umu, Y. Yener Tuncel, Mahinur S. Akkaya. 289-293
• Retrieving Aerosol Characteristics from Satellite Ocean Color Multi-spectral Sensors using a Neural-variational MethodD. Diouf, Sylvie Thiria, Awa Niang, Julien Brajard, Michel Crépon. 297-303
• Construction and Analysis of an Artificial Neuronal Network using a Neuron-collecting, Micro-patterning Method based on a Multi-electrode Array SystemHideyuki Terazono, Hyonchol Kim, Masahito Hayashi, Akihiro Hattori, Hiroyuki Takei, Kenji Yasuda. 304-307
• Segmented-Memory Recurrent Neural Networks versus Hidden Markov Models in Emotion Recognition from SpeechStefan Glüge, Ronald Böck, Andreas Wendemuth. 308-315
• Inverse Method for the Retrieval of Ocean Vertical Profiles using Self Organizing Maps and Hidden Markov Models - Application on Ocean Colour Satellite Image InversionCharantonis Anastase Alexandre, Brajard Julien, Moulin Cyril, Bardan Fouad, Thiria Sylvie. 316-321
• Modelling Vitrified Glass Viscosity in a Nuclear Fuel Reprocessing Plant using Neural NetworksKaty Ferguson, Jie Zhang, Carl Steele, Colin Clarke, Julian Morris. 322-325
• Effect of Correlation between Clinical Tests on the Performance of a Multiple Test-based Diagnostic System - Study with a Logistic Model and Neural NetsNoriaki Ikeda, Kai Ishida, Harukazu Tsuruta, Akihiro Takeuchi. 326-329
• EEG Noise Cancellation based on Neural NetworkJ. Mateo, A. M. Torres, C. Soria, Ma. García, C. Sánchez. 330-333
• Ensemble Random-subset SVMKenji Nishida, Jun Fujiki, Takio Kurita. 334-339
• Improving the Performance of the Support Vector Machine in Insurance Risk Classification - A Comparitive StudyMlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo. 340-346
• EogStudio - A Software Platform for Processing Electrooculography RecordingsRoberto Becerra-Garcia, Rodolfo V. García, Fernando Rojas, J. González, Belén San Román, Luís Velázquez. 347-350
• Identification of Correlated Patterns by Vector Perceptron with Binarized Synaptic CoefficientsVladimir Kryzhanovsky. 351-357
• Six Necessary Qualities of Self-learning Systems - A Short BrainstormingGabriele Peters. 358-364
• Preliminary Results of Clinical Tests of a New Neural-network-based Otitis Media Analysis SystemManne Hannula, T. Holma, E. Löfgren, H. Hinkula, M. Sorri. 365-368
• A State-space Neural Network for Modeling Dynamical Nonlinear SystemsKarima Amoura, Patrice Wira, Said Djennoune. 369-376
• Modeling of Abrasive Water Jet Machining using Taguchi Method and Artificial Neural NetworksMenelaos Pappas, Ioannis Ntziantzias, John Kechagias, Nikolaos M. Vaxevanidis. 377-380
• Biologically Inspired Edge Detection using Spiking Neural Networks and Hexagonal ImagesMarine Clogenson, Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman, Qingxiang Wu. 381-384
• Using Co-existing Attractors of a Sensorimotor Loop for the Motion Control of a Humanoid RobotMatthias Kubisch, Benjamin Werner, Manfred Hild. 385-390
• A Comprehensive Evaluation Model and Intelligent Prediction Method of Water BloomZaiwen Liu, Xiaoyi Wang, Wei Wei. 391-394
• Mean Field Monte Carlo Studies of Associative Memory - Understanding the Dynamics of a Many-pattern ModelIsh Dhand, Manoranjan P. Singh. 395-400
• Using Neural Networks to Forecast Renewable Energy ResourcesRafael Peña, Aurelio Medina. 401-404
• The Perils of Ignoring Data Suitability - The Suitability of Data used to Train Neural Networks Deserves More AttentionKevin Swingler. 405-409
• Development of a Low-cost SVM-based Spontaneous Brain-computer InterfaceFernando Flórez, José Maria Azorín, Eduardo Iáñez, Andrés Ubeda, Eduardo Fernández. 415-421
• Self-organizing Maps as Data Classifiers in Medical ApplicationsJana Tucková, Marek Bártu, Petr Zetocha, Pavel Grill. 422-429
• Statistical Analysis of Functional MRI Data using Independent Component AnalysisM. Bartés-Serrallonga, J. Solé-Casals, A. Adan, Carlos Falcón, Nuria Bargallo, J. M. Serra-Grabulosa. 430-436
• Effective Selection of Electrode Subsets in BCI ExperimentsAndrey Eliseyev, Cecile Moro, Jean Faber, Alexander Wyss, Napoleon Torres, Corinne Mestais, Tetiana I. Aksenova, Alim-Louis Benabid. 437-443
• Concatenation Method for High-temporal Resolution SSVEP-BCIYohei Tomita, Antoine Gaume, Hovagim Bakardjian, Monique Maurice, Andrzej Cichocki, Yoko Yamaguchi, Gérard Dreyfus, François-Benoît Maurice. 444-452
• Application of Multivariate Empirical Mode Decomposition for Cleaning Eye Blinks Artifacts from EEG SignalsEsteve Gallego-Jutglà, Jordi Solé-Casals, Tomasz M. Rutkowski, Andrzej Cichocki. 455-460
• Neurodynamics of Emotional Judgments in the Human BrainKazuko Hiyoshi-Taniguchi, François-Benoit Vialatte, M. Kawasaki, Hironori Fukuyama, Andrzej Cichocki. 461-464
• Immersive Neurofeedback - A New ParadigmMohamed Elgendi, François B. Vialatte, Martin Constable, Justin Dauwels. 465-469