3. IJCCI 2011: Paris, France
Kurosh Madani, Janusz Kacprzyk, Joaquim Filipe (Eds.): NCTA 2011 - Proceedings of the International Conference on Neural Computation Theory and Applications [part of the International Joint Conference on Computational Intelligence IJCCI 2011], Paris, France, 24-26 October, 2011. SciTePress 2011 ISBN 978-989-8425-84-3
Invited Speakers
Keynote Lectures
- Qiangfu Zhao: Awareness Computing: What, Why, and How? 5
- Witold Pedrycz: Concepts and Design of Granular Fuzzy Neural Networks - New Constructs of Computational Intelligence. 11
- Didier Dubois: Ontic vs. Epistemic Fuzzy Sets in Modeling and Data Processing Tasks. 13
- Marco Antonio Montes de Oca: Incremental Social Learning in Swarm Intelligence Algorithms for Optimization. 19
- Plamen P. Angelov: Autonomous Learning Machines - Generating Rules from Data Streams. 21
- Michel Verleysen: Feature Selection for High-dimensional Data Analysis. 23
Full Papers
- Yoshiaki Goto, Takeshi Hagiwara, Hajime Sawamura: Neural Networks Computing the Dungean Semantics of Argumentation. 5-14
- Ryotaro Kamimura: Individually and Collectively Treated Neurons and its Application to SOM . 24-30
- Tien-Chi Chen, Tsai-Jiun Ren, Yi-Wei Lou: Design of Recurrent Fuzzy Neural Network and General Regression Neural Network Controller for Traveling-wave Ultrasonic Motor. 31-40
- Ying Wang, Bo Xu, Xuhai Yang: Functional Network in Navigation Satellite Clock Error Prediction - A Novel Application. 41-50
- Kwang-Eun Ko, Kwee-Bo Sim: Optimized Hidden Markov Model for Classification of Motor Imagery EEG Signals. 66-71
- Guillaume Wacquet, Pierre-Alexandre Hébert, Émilie Caillault Poisson, Denis Hamad: Semi-supervised K-way Spectral Clustering using Pairwise Constraints. 72-81
- R. Garcia Hernandez, Edgar N. Sanchez, Miguel A. Llama, José Antonio Ruz Hernández: Decentralized Neural Backstepping Control for an Industrial PA10-7CE Robot Arm. 82-89
Short Papers
- Wenjun Xia, Tadashi Shibata: Critical Boundary Vector Concept in Nearest Neighbor Classifiers using k-Means Centers for Efficient Template Reduction. 93-98
- Bruno Apolloni, Simone Bassis, Lorenzo Valerio: Kinetic Morphogenesis of a Multilayer Perceptron. 99-105
- Ryohei Nakano, Seiya Satoh, Takayuki Ohwaki: Learning Method Utilizing Singular Region of Multilayer Perceptron. 106-111
- Xiuling Zhou, Ping Guo, C. L. Philip Chen: Multi-regularization Parameters Estimation for Gaussian Mixture Classifier based on MDL Principle. 112-117
- Klaus Häming, Gabriele Peters: Improved Revision of Ranking Functions for the Generalization of Belief in the Context of Unobserved Variables. 118-123
- Wieslaw Citko, Wieslaw Sienko: Hamiltonian Neural Network-based Orthogonal Filters - A Basis for Artificial Intelligence. 124-127
- Sandeep Pande, Fearghal Morgan, Seamus Cawley, Brian McGinley, Jim Harkin, Snaider Carrillo, Liam McDaid: Addressing the Hardware Resource Requirements of Network-on-chip based Neural Architectures. 128-137
- Vinod Kumar Jain, Shashikala Tapaswi, Anupam Shukla: SSLLE: Semi-supervised Locally Linear Embedding based Localization Method for Indoor Wireless Networks. 138-146
- Mohammad Moinul Islam, Vijayan K. Asari, Mohammed Nazrul Islam, Mohammad A. Karim: Modified Local Binary Pattern (MLBP) for Robust Face Recognition. 147-152
- Luis Pastor Sánchez Fernández, Luis Alejandro Sánchez-Pérez, Marco Antonio Moreno Ibarra: Aircraft Classification and Noise Map Estimation based on Real-time Measurements of Take-off Noise. 153-162
- Bruce J. Vanstone, Gavin R. Finnie: Trading Foreign Currency using Artificial Neural Network Strategies. 163-167
- Ouriel Barzilay, Alon Wolf: Learning from Biofeedback - Patient-specific Games for Neuromuscular Rehabilitation. 168-174
- Mariam Kalakech, Philippe Biela, Denis Hamad, Ludovic Macaire: Semi-supervised Evaluation of Constraint Scores for Feature Selection. 175-182
- Zu Soh, Toshio Tsuji, Noboru Takiguchi, Hisao Ohtake: On-center/off-surround Neural Network Model for Olfactory Attention. 183-189
- Jiun-Wei Liou, Cheng-Yuan Liou: Neighborhood Function Design for Embedding in Reduced Dimension. 190-195
- Dalius Krunglevicius: Neural Processing of Long Lasting Sequences of Temporal Codes - Model of Artificial Neural Network based on a Spike Timing-dependant Learning Rule. 196-204
- Seyed Hamid Khodadad Hosseini, Adel Azar, Ali Rajabzadeh Ghatari, Arash Bahrammirzaee: Developing Combined Forecasting Models in Oil Industry - A Case Study in OPEC Oil Demand. 205-210
- Maya Rajnarayn Ray, Arup Kumar Sarma: Importance of Input Parameter Selection for Synthetic Streamflow Generation of Different Time Step using ANN Techniques. 211-217
- M. W. Siti, B. P. Numbi, D. V. Nicolae: A New Distribution System Reconfiguration Approach using Particle Swarm Optimization and Neural Network. 218-223
- Marco Ragni, Andreas Klein: Solving Number Series - Architectural Properties of Successful Artificial Neural Networks. 224-229
- Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman, Qingxiang Wu, Marine Clogenson: Spiking Hierarchical Neural Network for Corner Detection. 230-235
- Jie Zhang, Nikos G. Pantelelis: Reliable Modelling and Optimisation Control of Reactive Polymer Composite Moulding Processes using Bootstrap Aggregated Neural Network Models. 236-241
- Aristomenis S. Lampropoulos, Paraskevi S. Lampropoulou, George A. Tsihrintzis: A Movie Recommender System based on Ensemble of Transductive SVM Classifiers. 242-247
- Antoine Eiche, Daniel Chillet, Sébastien Pillement, Olivier Sentieys: Parallel Evaluation of Hopfield Neural Networks. 248-253
- S. M. Karazi, D. Brabazon: Evaluation of the Effect of Nd: YVO4 Laser Parameters on Internal Micro-channel Fabrication in Polycarbonate. 254-259
- Manfred Hild, Christian Thiele, Christian Benckendorff: The Distributed Architecture for Large Neural Networks (DISTAL) of the Humanoid Robot MYON. 260-266
- Héctor F. Satizábal M., Andres Perez-Uriibe: Using the GNG-m Algorithm to Deal with the Problem of Catastrophic Forgetting in Incremental Modelling. 267-276
- Boguslaw Cyganek, Kazimierz Wiatr: Image Contents Annotations with the Ensemble of One-class Support Vector Machines. 277-282
- Weiwei Yu, Kurosh Madani, Christophe Sabourin: CMAC Structure Optimization with Q-learning Approach and its Application. 283-288
- Hasan Ogul, Sinan U. Umu, Y. Yener Tuncel, Mahinur S. Akkaya: A Probabilistic Method for Prediction of microRNA-target Interactions. 289-293
Posters
- D. Diouf, Sylvie Thiria, Awa Niang, Julien Brajard, Michel Crépon: Retrieving Aerosol Characteristics from Satellite Ocean Color Multi-spectral Sensors using a Neural-variational Method. 297-303
- Hideyuki Terazono, Hyonchol Kim, Masahito Hayashi, Akihiro Hattori, Hiroyuki Takei, Kenji Yasuda: Construction and Analysis of an Artificial Neuronal Network using a Neuron-collecting, Micro-patterning Method based on a Multi-electrode Array System. 304-307
- Stefan Glüge, Ronald Böck, Andreas Wendemuth: Segmented-Memory Recurrent Neural Networks versus Hidden Markov Models in Emotion Recognition from Speech. 308-315
- Charantonis Anastase Alexandre, Brajard Julien, Moulin Cyril, Bardan Fouad, Thiria Sylvie: Inverse Method for the Retrieval of Ocean Vertical Profiles using Self Organizing Maps and Hidden Markov Models - Application on Ocean Colour Satellite Image Inversion. 316-321
- Katy Ferguson, Jie Zhang, Carl Steele, Colin Clarke, Julian Morris: Modelling Vitrified Glass Viscosity in a Nuclear Fuel Reprocessing Plant using Neural Networks. 322-325
- Noriaki Ikeda, Kai Ishida, Harukazu Tsuruta, Akihiro Takeuchi: Effect of Correlation between Clinical Tests on the Performance of a Multiple Test-based Diagnostic System - Study with a Logistic Model and Neural Nets. 326-329
- J. Mateo, A. Torres, C. Soria, Ma. García, C. Sánchez: EEG Noise Cancellation based on Neural Network. 330-333
- Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo: Improving the Performance of the Support Vector Machine in Insurance Risk Classification - A Comparitive Study. 340-346
- Roberto Becerra-Garcia, Rodolfo V. García, Fernando Rojas, J. González, Belén San Román, Luís Velázquez: EogStudio - A Software Platform for Processing Electrooculography Recordings. 347-350
- Vladimir Kryzhanovskiy: Identification of Correlated Patterns by Vector Perceptron with Binarized Synaptic Coefficients. 351-357
- Gabriele Peters: Six Necessary Qualities of Self-learning Systems - A Short Brainstorming. 358-364
- Manne Hannula, T. Holma, E. Löfgren, H. Hinkula, M. Sorri: Preliminary Results of Clinical Tests of a New Neural-network-based Otitis Media Analysis System. 365-368
- Karima Amoura, Patrice Wira, Said Djennoune: A State-space Neural Network for Modeling Dynamical Nonlinear Systems. 369-376
- Menelaos Pappas, Ioannis Ntziantzias, John Kechagias, Nikolaos M. Vaxevanidis: Modeling of Abrasive Water Jet Machining using Taguchi Method and Artificial Neural Networks. 377-380
- Marine Clogenson, Dermot Kerr, T. Martin McGinnity, Sonya A. Coleman, Qingxiang Wu: Biologically Inspired Edge Detection using Spiking Neural Networks and Hexagonal Images. 381-384
- Matthias Kubisch, Benjamin Werner, Manfred Hild: Using Co-existing Attractors of a Sensorimotor Loop for the Motion Control of a Humanoid Robot. 385-390
- Zaiwen Liu, Xiaoyi Wang, Wei Wei: A Comprehensive Evaluation Model and Intelligent Prediction Method of Water Bloom. 391-394
- Ish Dhand, Manoranjan P. Singh: Mean Field Monte Carlo Studies of Associative Memory - Understanding the Dynamics of a Many-pattern Model. 395-400
- Kevin Swingler: The Perils of Ignoring Data Suitability - The Suitability of Data used to Train Neural Networks Deserves More Attention. 405-409
Special Session on Challenges in Neuroengineering
Full Papers
- Fernando Flórez, José Maria Azorín, Eduardo Iáñez, Andrés Ubeda, Eduardo Fernández: Development of a Low-cost SVM-based Spontaneous Brain-computer Interface. 415-421
- Jana Tucková, Marek Bártu, Petr Zetocha, Pavel Grill: Self-organizing Maps as Data Classifiers in Medical Applications. 422-429
- M. Bartés-Serrallonga, J. Solé-Casals, A. Adan, Carlos Falcón, Nuria Bargallo, J. M. Serra-Grabulosa: Statistical Analysis of Functional MRI Data using Independent Component Analysis. 430-436
- Andrey Eliseyev, Cecile Moro, Jean Faber, Alexander Wyss, Napoleon Torres, Corinne Mestais, Tetiana I. Aksenova, Alim-Louis Benabid: Effective Selection of Electrode Subsets in BCI Experiments. 437-443
- Yohei Tomita, Antoine Gaume, Hovagim Bakardjian, Monique Maurice, Andrzej Cichocki, Yoko Yamaguchi, Gérard Dreyfus, François-Benoît Maurice: Concatenation Method for High-temporal Resolution SSVEP-BCI. 444-452
Short Papers
- Esteve Gallego-Jutglà, Jordi Solé-Casals, Tomasz M. Rutkowski, Andrzej Cichocki: Application of Multivariate Empirical Mode Decomposition for Cleaning Eye Blinks Artifacts from EEG Signals. 455-460
- K. Hiyoshi-Taniguchi, François-Benoit Vialatte, M. Kawasaki, H. Fukuyama, Andrzej Cichocki: Neurodynamics of Emotional Judgments in the Human Brain. 461-464
- Mohamed Elgendi, François B. Vialatte, Martin Constable, Justin Dauwels: Immersive Neurofeedback - A New Paradigm. 465-469
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