Abstract is missing.
- Erratum: Robust Training of Feedforward Neural Networks Using Combined Online/Batch Quasi-Newton TechniquesHiroshi Ninomiya. [doi]
- Complex-Valued Multilayer Perceptron Search Utilizing Eigen Vector Descent and Reducibility MappingShinya Suzumura, Ryohei Nakano. 1-8 [doi]
- Theoretical Analysis of Function of Derivative Term in On-Line Gradient Descent LearningKazuyuki Hara, Kentaro Katahira, Kazuo Okanoya, Masato Okada. 9-16 [doi]
- Some Comparisons of Networks with Radial and Kernel UnitsVera Kurková. 17-24 [doi]
- Multilayer Perceptron for Label RankingGeraldina Ribeiro, Wouter Duivesteijn, Carlos Soares, Arno J. Knobbe. 25-32 [doi]
- Electricity Load Forecasting: A Weekday-Based ApproachIrena Koprinska, Mashud Rana, Vassilios G. Agelidis. 33-41 [doi]
- Adaptive Exploration Using Stochastic NeuronsMichel Tokic, Günther Palm. 42-49 [doi]
- Comparison of Long-Term Adaptivity for Neural NetworksFrank-Florian Steege, Horst-Michael Groß. 50-57 [doi]
- Simplifying ConvNets for Fast LearningFranck Mamalet, Christophe Garcia. 58-65 [doi]
- A Modified Artificial Fish Swarm Algorithm for the Optimization of Extreme Learning MachinesJoão Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir. 66-73 [doi]
- Robust Training of Feedforward Neural Networks Using Combined Online/Batch Quasi-Newton TechniquesHiroshi Ninomiya. 74-83 [doi]
- Estimating a Causal Order among Groups of Variables in Linear ModelsDoris Entner, Patrik O. Hoyer. 84-91 [doi]
- Training Restricted Boltzmann Machines with Multi-tempering: Harnessing ParallelizationPhilemon Brakel, Sander Dieleman, Benjamin Schrauwen. 92-99 [doi]
- A Computational Geometry Approach for Pareto-Optimal Selection of Neural NetworksLuiz C. B. Torres, Cristiano Leite Castro, Antônio de Pádua Braga. 100-107 [doi]
- Learning Parameters of Linear Models in Compressed Parameter SpaceYohannes Kassahun, Hendrik Wöhrle, Alexander Fabisch, Marc Tabie. 108-115 [doi]
- Control of a Free-Falling Cat by Policy-Based Reinforcement LearningDaichi Nakano, Shin-ichi Maeda, Shin Ishii. 116-123 [doi]
- Gated Boltzmann Machine in Texture ModelingTele Hao, Tapani Raiko, Alexander Ilin, Juha Karhunen. 124-131 [doi]
- Neural PCA and Maximum Likelihood Hebbian Learning on the GPUPavel Krömer, Emilio Corchado, Václav Snásel, Jan Platos, Laura García-Hernandez. 132-139 [doi]
- Construction of Emerging Markets Exchange Traded Funds Using Multiobjective Particle Swarm OptimisationMarta Díez-Fernández, Sergio Alvarez Teleña, Denise Gorse. 140-147 [doi]
- The Influence of Supervised Clustering for RBFNN Centers Definition: A Comparative StudyAndré Ricardo Gonçalves, Rosana Veroneze, Salomão Sampaio Madeiro, Carlos R. B. Azevedo, Fernando J. Von Zuben. 148-155 [doi]
- Nested Sequential Minimal Optimization for Support Vector MachinesAlessandro Ghio, Davide Anguita, Luca Oneto, Sandro Ridella, Carlotta Schatten. 156-163 [doi]
- Random Subspace Method and Genetic Algorithm Applied to a LS-SVM EnsembleCarlos Alberto de Araújo Padilha, Adrião Duarte Dória Neto, Jorge Dantas de Melo. 164-171 [doi]
- Text Recognition in Videos Using a Recurrent Connectionist ApproachKhaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot. 172-179 [doi]
- An Investigation of Ensemble Systems Applied to Encrypted and Cancellable Biometric DataIsaac de L. Oliveira Filho, Benjamín C. Bedregal, Anne M. P. Canuto. 180-188 [doi]
- New Dynamic Classifiers Selection Approach for Handwritten RecognitionNabiha Azizi, Nadir Farah, Abdel Ennaji. 189-196 [doi]
- Vector Perceptron Learning Algorithm Using Linear ProgrammingVladimir Kryzhanovsky, Irina Zhelavskaya, Anatoly B. Fonarev. 197-204 [doi]
- A Robust Objective Function of Joint Approximate DiagonalizationYoshitatsu Matsuda, Kazunori Yamaguchi. 205-212 [doi]
- TrueSkill-Based Pairwise Coupling for Multi-class ClassificationJong-Seok Lee. 213-220 [doi]
- Analogical Inferences in the Family Trees Task: A ReviewSergio Varona-Moya, Pedro L. Cobos. 221-228 [doi]
- An Efficient Way of Combining SVMs for Handwritten Digit RecognitionRenata F. P. Neves, Cleber Zanchettin, Alberto N. G. Lopes Filho. 229-237 [doi]
- Comparative Evaluation of Regression Methods for 3D-2D Image RegistrationAna Isabel Rodrigues Gouveia, Coert Metz, Luis Freire, Stefan Klein. 238-245 [doi]
- A MDRNN-SVM Hybrid Model for Cursive Offline Handwriting RecognitionByron Leite Dantas Bezerra, Cleber Zanchettin, Vinícius Braga de Andrade. 246-254 [doi]
- Extraction of Prototype-Based Threshold Rules Using Neural Training ProcedureMarcin Blachnik, Miroslaw Kordos, Wlodzislaw Duch. 255-262 [doi]
- Instance Selection with Neural Networks for Regression ProblemsMiroslaw Kordos, Marcin Blachnik. 263-270 [doi]
- A New Distance for Probability Measures Based on the Estimation of Level SetsAlberto Muñoz, Gabriel Martos, Javier Arriero, Javier Gonzalez. 271-278 [doi]
- Low Complexity Proto-Value Function Learning from Sensory Observations with Incremental Slow Feature AnalysisMatthew D. Luciw, Jürgen Schmidhuber. 279-287 [doi]
- Improving Neural Networks Classification through ChainingKhobaib Zaamout, John Z. Zhang. 288-295 [doi]
- Feature Ranking Methods Used for Selection of PrototypesMarcin Blachnik, Wlodzislaw Duch, Tomasz Maszczyk. 296-304 [doi]
- A "Learning from Models" Cognitive Fault Diagnosis SystemCesare Alippi, Manuel Roveri, Francesco Trovò. 305-313 [doi]
- Improving ANNs Performance on Unbalanced Data with an AUC-Based Learning AlgorithmCristiano Leite Castro, Antônio de Pádua Braga. 314-321 [doi]
- Learning Using Privileged Information in Prototype Based ModelsShereen Fouad, Peter Tino, Somak Raychaudhury, Petra Schneider. 322-329 [doi]
- A Sparse Support Vector Machine Classifier with Nonparametric DiscriminantsNaimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Ling Guan. 330-338 [doi]
- Training Mahalanobis Kernels by Linear ProgrammingShigeo Abe. 339-346 [doi]
- Correntropy-Based Document Clustering via Nonnegative Matrix FactorizationTolga Ensari, Jan Chorowski, Jacek M. Zurada. 347-354 [doi]
- SOMM - Self-Organized Manifold MappingEdson Caoru Kitani, Emílio Del Moral Hernandez, Leandro Augusto da Silva. 355-362 [doi]
- Self-Organizing Map and Tree Topology for Graph SummarizationNhat-Quang Doan, Hanane Azzag, Mustapha Lebbah. 363-370 [doi]
- Variable-Sized Kohonen Feature Map Probabilistic Associative MemoryHiroki Sato, Yuko Osana. 371-378 [doi]
- Learning Deep Belief Networks from Non-stationary StreamsRoberto Calandra, Tapani Raiko, Marc Peter Deisenroth, Federico Montesino-Pouzols. 379-386 [doi]
- Separation and Unification of Individuality and Collectivity and Its Application to Explicit Class Structure in Self-Organizing MapsRyotaro Kamimura. 387-394 [doi]
- Autoencoding Ground Motion Data for VisualisationNikolaos Gianniotis, Carsten Riggelsen, Nicolas Kühn, Frank Scherbaum. 395-402 [doi]
- Examining an Evaluation Mechanism of Metaphor Generation with Experiments and Computational Model SimulationAsuka Terai, Keiga Abe, Masanori Nakagawa. 403-410 [doi]
- Pairwise Clustering with t-PLSIHe Zhang, Tele Hao, Zhirong Yang, Erkki Oja. 411-418 [doi]
- Selecting β-Divergence for Nonnegative Matrix Factorization by Score MatchingZhiyun Lu, Zhirong Yang, Erkki Oja. 419-426 [doi]
- Neural Networks for Proof-Pattern RecognitionEkaterina Komendantskaya, Kacper Lichota. 427-434 [doi]
- Using Weighted Clustering and Symbolic Data to Evaluate Institutes's Scientific ProductionBruno Almeida Pimentel, Jarley P. Nóbrega, Renata M. C. R. de Souza. 435-442 [doi]
- Comparison of Input Data Compression Methods in Neural Network Solution of Inverse Problem in Laser Raman Spectroscopy of Natural WatersSergey Dolenko, Tatiana A. Dolenko, Sergey Burikov, Victor V. Fadeev, Alexey Sabirov, Igor Persiantsev. 443-450 [doi]
- New Approach for Clustering Relational Data Based on Relationship and Attribute InformationJoão C. Xavier Junior, Anne M. P. Canuto, Luiz M. G. Gonçalves, Luiz A. H. G. de Oliveira. 451-458 [doi]
- Comparative Study on Information Theoretic Clustering and Classical Clustering AlgorithmsDaniel de Araújo, Adrião Duarte Dória Neto, Allan de Medeiros Martins. 459-466 [doi]
- Text Mining for Wellbeing: Selecting Stories Using Semantic and Pragmatic FeaturesTimo Honkela, Zaur Izzatdust, Krista Lagus. 467-474 [doi]
- Hybrid Bilinear and Trilinear Models for Exploratory Analysis of Three-Way Poisson CountsJuha Raitio, Tapani Raiko, Timo Honkela. 475-482 [doi]
- Estimating Quantities: Comparing Simple Heuristics and Machine Learning AlgorithmsJan K. Woike, Ulrich Hoffrage, Ralph Hertwig. 483-490 [doi]
- Rademacher Complexity and Structural Risk Minimization: An Application to Human Gene Expression DatasetsLuca Oneto, Davide Anguita, Alessandro Ghio, Sandro Ridella. 491-498 [doi]
- Using a Support Vector Machine and Sampling to Classify Compounds as Potential Transdermal EnhancersAlpa Shah, Gary P. Moss, Yi Sun, Rod Adams, Neil Davey, Simon Wilkinson. 499-506 [doi]
- The Application of Gaussian Processes in the Predictions of Permeability across Mammalian MembranesYi Sun, Marc B. Brown, Maria Prapopoulou, Rod Adams, Neil Davey, Gary P. Moss. 507-514 [doi]
- Protein Structural Blocks Representation and Search through Unsupervised NNVirginio Cantoni, Alessio Ferone, Ozlem Ozbudak, Alfredo Petrosino. 515-522 [doi]
- Evolutionary Support Vector Machines for Time Series ForecastingPaulo Cortez, Juan Peralta Donate. 523-530 [doi]
- Learning Relevant Time Points for Time-Series Data in the Life SciencesFrank-Michael Schleif, Bassam Mokbel, Andrej Gisbrecht, Leslie Theunissen, Volker Dürr, Barbara Hammer. 531-539 [doi]
- A Multivariate Approach to Estimate Complexity of FMRI Time SeriesHenry Schütze, Thomas Martinetz, Silke Anders, Amir Madany Mamlouk. 540-547 [doi]
- Neural Architectures for Global Solar Irradiation and Air Temperature PredictionPierrick Bruneau, Laurence Boudet, Cécilia Damon. 548-556 [doi]
- Sparse Linear Wind Farm Energy ForecastCarlos M. Alaíz, Alberto Torres, José R. Dorronsoro. 557-564 [doi]
- Diffusion Maps and Local Models for Wind Power PredictionÁngela Fernández Pascual, Carlos M. Alaíz, Ana Ma González Marcos, Julia Díaz García, José R. Dorronsoro. 565-572 [doi]
- A Hybrid Model for S&P500 Index ForecastingRicardo de A. Araújo, Adriano L. I. Oliveira, Silvio R. L. Meira. 573-581 [doi]