Table of Contents

• Epileptic Seizure Prediction and the Dimensionality Reduction ProblemAndré Ventura, João M. Franco, João P. Ramos, Bruno Direito, António Dourado. 1-9 [doi]
• Discovering Diagnostic Gene Targets and Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence over Gene Expression DataMaurizio Fiasché, Anju Verma, Maria Cuzzola, Pasquale Iacopino, Nikola K. Kasabov, Francesco Carlo Morabito. 10-19 [doi]
• Mining Rules for the Automatic Selection Process of Clustering Methods Applied to Cancer Gene Expression DataAndré C. A. Nascimento, Ricardo Bastos Cavalcante Prudêncio, Marcílio Carlos Pereira de Souto, Ivan G. Costa. 20-29 [doi]
• A Computational Retina Model and Its Self-adjustment PropertyHui Wei, Xudong Guan. 30-39 [doi]
• Mental Simulation, Attention and CreativityMatthew Hartley, John G. Taylor. 40-53 [doi]
• BSDT Atom of Consciousness Model, AOCM: The Unity and Modularity of ConsciousnessPetro M. Gopych. 54-64 [doi]
• Generalized Simulated Annealing and Memory Functioning in PsychopathologyRoseli S. Wedemann, Luís Alfredo V. de Carvalho, Raul Donangelo. 65-74 [doi]
• Algorithms for Structural and Dynamical Polychronous Groups DetectionRégis Martinez, Hélène Paugam-Moisy. 75-84 [doi]
• Logics and Networks for Human ReasoningSteffen Hölldobler, Carroline Dewi Puspa Kencana Ramli. 85-94 [doi]
• Simbed: Similarity-Based EmbeddingJohn Aldo Lee, Michel Verleysen. 95-104 [doi]
• PCA-Based Representations of Graphs for Prediction in QSAR StudiesRiccardo Cardin, Lisa Michielan, Stefano Moro, Alessandro Sperduti. 105-114 [doi]
• Feature Extraction Using Linear and Non-linear Subspace TechniquesAna R. Teixeira, Ana Maria Tomé, Elmar Wolfgang Lang. 115-124 [doi]
• Classification Based on Combination of Kernel Density EstimatorsMateusz Kobos, Jacek Mandziuk. 125-134 [doi]
• Joint Approximate Diagonalization Utilizing AIC-Based Decision in the Jacobi MethodYoshitatsu Matsuda, Kazunori Yamaguchi. 135-144 [doi]
• Newtonian Spectral ClusteringKonstantinos Blekas, K. Christodoulidou, Isaac E. Lagaris. 145-154 [doi]
• Bidirectional Clustering of MLP Weights for Finding Nominally Conditioned PolynomialsYusuke Tanahashi, Ryohei Nakano. 155-164 [doi]
• Recognition of Properties by Probabilistic Neural NetworksJiri Grim, Jan Hora. 165-174 [doi]
• On the Use of the Adjusted Rand Index as a Metric for Evaluating Supervised ClassificationJorge M. Santos, Mark Embrechts. 175-184 [doi]
• Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation LearningShan He, Huanhuan Chen, Xiaoli Li, Xin Yao. 185-194 [doi]
• Kernel Alignment ::::k::::-NN for Human Cancer Classification Using the Gene Expression ProfilesManuel Martín-Merino, Javier De Las Rivas. 195-204 [doi]
• Convex Mixture Models for Multi-view ClusteringGrigorios Tzortzis, Aristidis Likas. 205-214 [doi]
• Strengthening the Forward Variable Selection Stopping CriterionLuis Javier Herrera, Ginés Rubio, Héctor Pomares, Ben Paechter, Alberto Guillén, Ignacio Rojas. 215-224 [doi]
• Features and Metric from a Classifier Improve Visualizations with Dimension ReductionElina Parviainen, Aki Vehtari. 225-234 [doi]
• Fuzzy Cluster Validation Using the Partition Negentropy CriterionLuis F. Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho. 235-244 [doi]
• Bayesian Estimation of Kernel Bandwidth for Nonparametric ModellingAdrian G. Bors, Nikolaos Nasios. 245-254 [doi]
• Using Kernel Basis with Relevance Vector Machine for Feature SelectionFrederic Suard, David Mercier. 255-264 [doi]
• Acquiring and Classifying Signals from Nanopores and Ion-ChannelsBharatan Konnanath, Prasanna Sattigeri, Trupthi Mathew, Andreas Spanias, Shalini Prasad, Michael Goryll, Trevor Thornton, Peter Knee. 265-274 [doi]
• Hand-Drawn Shape Recognition Using the SVM ed KernelKhaled S. Refaat, Amir F. Atiya. 275-284 [doi]
• Selective Attention Improves LearningAntti Yli-Krekola, Jaakko Särelä, Harri Valpola. 285-294 [doi]
• Multi-stage Algorithm Based on Neural Network Committee for Prediction and Search for Precursors in Multi-dimensional Time SeriesSergey Dolenko, Alexander Guzhva, Igor Persiantsev, Ju. S. Shugai. 295-304 [doi]
• Adaptive Ensemble Models of Extreme Learning Machines for Time Series PredictionMark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutila, Peter A. J. Hilbers, Timo Honkela, Erkki Oja, Amaury Lendasse. 305-314 [doi]
• Identifying Customer Profiles in Power Load Time Series Using Spectral ClusteringCarlos Alzate, Marcelo Espinoza, Bart De Moor, Johan A. K. Suykens. 315-324 [doi]
• Transformation from Complex Networks to Time Series Using Classical Multidimensional ScalingYuta Haraguchi, Yutaka Shimada, Tohru Ikeguchi, Kazuyuki Aihara. 325-334 [doi]
• Predicting the Occupancy of the HF Amateur Service with Neural Network EnsemblesHarris Papadopoulos, Haris Haralambous. 335-344 [doi]
• An Associated-Memory-Based Stock Price PredictorShigeki Nagaya, Chenli Zhang, Osamu Hasegawa. 345-357 [doi]
• A Case Study of ICA with Multi-scale PCA of Simulated Traffic DataShengkun Xie, Pietro Liò, Anna T. Lawniczak. 358-367 [doi]
• Decomposition Methods for Detailed Analysis of Content in ERP RecordingsVasiliki Iordanidou, Kostas Michalopoulos, Vangelis Sakkalis, Michalis E. Zervakis. 368-377 [doi]
• Outlier Analysis in BP/RP Spectral BandsDiego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela. 378-386 [doi]
• ANNs and Other Machine Learning Techniques in Modelling Models UncertaintyDurga L. Shrestha, Nagendra Kayastha, Dimitri P. Solomatine. 387-396 [doi]
• Comparison of Adaptive Algorithms for Significant Feature Selection in Neural Network Based Solution of the Inverse Problem of Electrical ProspectingSergey Dolenko, Alexander Guzhva, Eugeny Obornev, Igor Persiantsev, Mikhail Shimelevich. 397-405 [doi]
• Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation ErrorGinés Rubio, Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Guillén. 406-415 [doi]
• Noiseless Independent Factor Analysis with Mixing Constraints in a Semi-supervised Framework. Application to Railway Device Fault DiagnosisEtienne Côme, Latifa Oukhellou, Thierry Denoeux, Patrice Aknin. 416-425 [doi]
• Speech Hashing Algorithm Based on Short-Time StabilityNing Chen, Wang-Gen Wan. 426-434 [doi]
• A New Method for Complexity Reduction of Neuro-fuzzy Systems with Application to Differential Stroke DiagnosisKrzysztof Cpalka, Olga Rebrova, Leszek Rutkowski. 435-444 [doi]
• LS Footwear Database - Evaluating Automated Footwear Pattern AnalysisMaria Pavlou, Nigel M. Allinson. 445-454 [doi]
• Advanced Integration of Neural Networks for Characterizing Voids in Welded StripsMatteo Cacciola, Salvatore Calcagno, Filippo Laganá, Giuseppe Megali, Diego Pellicanò, Mario Versaci, Francesco Carlo Morabito. 455-464 [doi]
• Connectionist Models for Formal Knowledge AdaptationIlianna Kollia, Nikos Simou, Giorgos B. Stamou, Andreas Stafylopatis. 465-474 [doi]
• Modeling Human Operator Controlling Process in Different EnvironmentsDarko Kovacevic, Nikica Pribacic, Mate Jovic, Radovan Antonic, Asja Kovacevic. 475-484 [doi]
• Discriminating between V and N Beats from ECGs Introducing an Integrated Reduced Representation along with a Neural Network ClassifierVáclav Chudácek, George Georgoulas, Michal Huptych, Chrysostomos D. Stylios, Lenka Lhotská. 485-494 [doi]
• Mental Tasks Classification for a Noninvasive BCI ApplicationAlexandre Ormiga G. Barbosa, David Ronald A. Diaz, Marley Maria Bernardes Rebuzzi Vellasco, Marco A. Meggiolaro, Ricardo Tanscheit. 495-504 [doi]
• Municipal Creditworthiness Modelling by Radial Basis Function Neural Networks and Sensitive Analysis of Their Input ParametersVladimír Olej, Petr Hájek. 505-514 [doi]
• A Comparison of Three Methods with Implicit Features for Automatic Identification of P300s in a BCILuigi Sportiello, Bernardo Dal Seno, Matteo Matteucci. 515-524 [doi]
• Computing with Probabilistic Cellular AutomataMartin Schüle, Thomas Ott, Ruedi Stoop. 525-533 [doi]
• Delay-Induced Hopf Bifurcation and Periodic Solution in a BAM Network with Two DelaysJian Xu, Kwok Wai Chung, Ju Hong Ge, Yu Huang. 534-543 [doi]
• Response Properties to Inputs of Memory Pattern Fragments in Three Types of Chaotic Neural Network ModelsHamada Toshiyuki, Jousuke Kuroiwa, Hisakazu Ogura, Tomohiro Odaka, Haruhiko Shirai, Yuko Kato. 544-551 [doi]
• Partial Differential Equations Numerical Modeling Using Dynamic Neural NetworksRita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak. 552-562 [doi]
• The Lin-Kernighan Algorithm Driven by Chaotic Neurodynamics for Large Scale Traveling Salesman ProblemsShun Motohashi, Takafumi Matsuura, Tohru Ikeguchi, Kazuyuki Aihara. 563-572 [doi]
• Quadratic Assignment Problems for Chaotic Neural Networks with Dynamical NoiseTakayuki Suzuki, Shun Motohashi, Takafumi Matsuura, Tohru Ikeguchi, Kazuyuki Aihara. 573-582 [doi]
• Global Exponential Stability of Recurrent Neural Networks with Time-Dependent Switching DynamicsZhigang Zeng, Jun Wang, Tingwen Huang. 583-592 [doi]
• Approximation Capability of Continuous Time Recurrent Neural Networks for Non-autonomous Dynamical SystemsYuichi Nakamura, Masahiro Nakagawa. 593-602 [doi]
• Spectra of the Spike Flow Graphs of Recurrent Neural NetworksFilip Piekniewski. 603-612 [doi]
• Activation Dynamics in Excitable Maps: Limits to Communication Can Facilitate the Spread of ActivityAndreas Loengarov, Valery Tereshko. 613-622 [doi]
• Learning Features by Contrasting Natural Images with NoiseMichael Gutmann, Aapo Hyvärinen. 623-632 [doi]
• Feature Selection for Neural-Network Based No-Reference Video Quality AssessmentDubravko Culibrk, Dragan Kukolj, Petar Vasiljevic, Maja Pokric, Vladimir Zlokolica. 633-642 [doi]
• Learning from Examples to Generalize over Pose and IlluminationMarco K. Müller, Rolf P. Würtz. 643-652 [doi]
• Semi-supervised Learning with Constraints for Multi-view Object RecognitionStefano Melacci, Marco Maggini, Marco Gori. 653-662 [doi]
• Large-Scale Real-Time Object Identification Based on Analytic FeaturesStephan Hasler, Heiko Wersing, Stephan Kirstein, Edgar Körner. 663-672 [doi]
• Estimation Method of Motion Fields from Images by Model Inclusive Learning of Neural NetworksYasuaki Kuroe, Hajimu Kawakami. 673-683 [doi]
• Hybrid Neural Systems for Reduced-Reference Image Quality AssessmentJudith Redi, Paolo Gastaldo, Rodolfo Zunino. 684-693 [doi]
• Representing Images with ::::chi:::::::2::: Distance Based Histograms of SIFT DescriptorsVille Viitaniemi, Jorma Laaksonen. 694-703 [doi]
• Modelling Image Complexity by Independent Component Analysis, with Application to Content-Based Image RetrievalJukka Perkiö, Aapo Hyvärinen. 704-714 [doi]
• Adaptable Neural Networks for Objects Tracking Re-initializationAnastasios Doulamis. 715-724 [doi]
• Lattice Independent Component Analysis for fMRI AnalysisManuel Graña, Maite García-Sebastián, Carmen Hernández. 725-734 [doi]
• Adaptive Feature Transformation for Image Data from Non-stationary ProcessesErik Schaffernicht, Volker Stephan, Horst-Michael Gross. 735-744 [doi]
• Bio-inspired Connectionist Architecture for Visual Detection and Refinement of ShapesPedro L. Sánchez Orellana, Claudio Castellanos Sánchez. 745-754 [doi]
• Evolving Memory Cell Structures for Sequence LearningJustin Bayer, Daan Wierstra, Julian Togelius, Jürgen Schmidhuber. 755-764 [doi]
• Measuring and Optimizing Behavioral Complexity for Evolutionary Reinforcement LearningFaustino J. Gomez, Julian Togelius, Jürgen Schmidhuber. 765-774 [doi]
• Combining Multiple Inputs in HyperNEAT Mobile Agent ControllerJan Drchal, Ondrej Kapral, Jan Koutník, Miroslav Snorek. 775-783 [doi]
• Evolving Spiking Neural Parameters for Behavioral SequencesThomas M. Poulsen, Roger K. Moore. 784-793 [doi]
• Robospike Sensory Processing for a Mobile Robot Using Spiking Neural NetworksMichael F. Mc Bride, T. Martin McGinnity, Liam P. Maguire. 794-803 [doi]
• Basis Decomposition of Motion Trajectories Using Spatio-temporal NMFSven Hellbach, Julian Eggert, Edgar Körner, Horst-Michael Gross. 804-814 [doi]
• An Adaptive NN Controller with Second Order SMC-Based NN Weight Update Law for Asymptotic TrackingHaris E. Psillakis. 815-822 [doi]
• Optimizing Control by Robustly Feasible Model Predictive Control and Application to Drinking Water Distribution SystemsVu Nam Tran, Mietek A. Brdys. 823-834 [doi]
• Distributed Control over Networks Using Smoothing TechniquesIon Necoara. 835-844 [doi]
• Trajectory Tracking of a Nonholonomic Mobile Robot Considering the Actuator Dynamics: Design of a Neural Dynamic Controller Based on Sliding Mode TheoryNardênio A. Martins, Douglas Bertol, Edson R. de Pieri. 845-854 [doi]
• Tracking with Multiple Prediction ModelsChen Zhang, Julian Eggert. 855-864 [doi]
• Sliding Mode Control for Trajectory Tracking Problem - Performance EvaluationRazvan Solea, Daniela Cernega. 865-874 [doi]
• Bilinear Adaptive Parameter Estimation in Fuzzy Cognitive NetworksThodoris Kottas, Yiannis S. Boutalis, Manolis A. Christodoulou. 875-884 [doi]
• AM-FM Texture Image Analysis of the Intima and Media Layers of the Carotid ArteryChristos P. Loizou, Víctor Murray, Marios S. Pattichis, Christodoulos S. Christodoulou, Marios Pantziaris, Andrew Nicolaides, Constantinos S. Pattichis. 885-894 [doi]
• Unsupervised Clustering of Clickthrough Data for Automatic Annotation of Multimedia ContentKlimis S. Ntalianis, Anastasios D. Doulamis, Nicolas Tsapatsoulis, Nikolaos D. Doulamis. 895-904 [doi]
• Object Classification Using the MPEG-7 Visual Descriptors: An Experimental Evaluation Using State of the Art Data ClassifiersNicolas Tsapatsoulis, Zenonas Theodosiou. 905-912 [doi]
• MuLVAT: A Video Annotation Tool Based on XML-Dictionaries and Shot ClusteringZenonas Theodosiou, Anastasis Kounoudes, Nicolas Tsapatsoulis, Marios Milis. 913-922 [doi]
• Multimodal Sparse Features for Object DetectionMartin Haker, Thomas Martinetz, Erhardt Barth. 923-932 [doi]
• Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind FieldsLoris Foresti, Devis Tuia, Alexei Pozdnoukhov, Mikhail K. Kanevski. 933-943 [doi]
• Contributor Diagnostics for Anomaly DetectionAlexander Borisov, George C. Runger, Eugene Tuv. 944-953 [doi]
• Indoor Localization Using Neural Networks with Location FingerprintsChristos Laoudias, Demetrios G. Eliades, Paul Kemppi, Christos G. Panayiotou, Marios M. Polycarpou. 954-963 [doi]
• Distributed Faulty Sensor Detection in Sensor NetworksXuanwen Luo, Ming Dong. 964-975 [doi]
• Detection of Failures in Civil Structures Using Artificial Neural NetworksZhan Wei Lim, Colin Keng-Yan Tan, Winston Khoon Guan Seah, Guan-Hong Tan. 976-985 [doi]
• Congestion Control in Autonomous Decentralized Networks Based on the Lotka-Volterra Competition ModelPavlos Antoniou, Andreas Pitsillides. 986-996 [doi]