Table of Contents

• Subspaces of text discrimination with application to biological literatureMahesan Suwannaroj, Mahesan Niranjan. 3-12 [doi]
• Protein secondary structure prediction with ICA feature extractionJeane C. B. Melo, George D. C. Cavalcanti, Katia S. Guimarães. 13-22 [doi]
• Partially-independent component analysis for tissue heterogeneity correction in microarray gene expression analysisYue Wang, Junying Zhang, Javed I. Khan, Robert Clarke, Zhiping Gu. 23-32 [doi]
• A neural network method to improve prediction of protein-protein interaction sites in heterocomplexesPiero Fariselli, Andrea Zauli, Ivan Rossi, Michele Finelli, Pier Luigi Martelli, Rita Casadio. 33-41 [doi]
• Using gene ontology on genome-scale studies to find significant associations of biologically relevant terms to groups of genesFátima Al-Shahrour, Javier Herrero, Álvaro Mateos, Javier Santoyo, Ramón Díaz-Uriarte, Joaquín Dopazo. 43-52 [doi]
• Hybrid protein model (HPM): a method for building a library of overlapping local structural prototypes. Sensitivity study and improvements of the trainingCristina Benros, Alexandre G. de Brevern, Serge A. Hazout. 53-70 [doi]
• Bayesian processing of microarray imagesNeil D. Lawrence, Marta Milo, Mahesan Niranjan, Penny Rashbass, Stephan Soullier. 71-80 [doi]
• Identifying underlying factors in breast cancer using independent component analysisJohn A. Berger, Sampsa Hautaniemi, Henrik Edgren, Outi Monni, Sanjit K. Mitra, Olli Yli-Harja, Jaakko Astola. 81-90 [doi]
• Automatic estimation of mobility shift coefficients in DNA chromatogramsLucio Andrade, Elias S. Manolakos. 91-100 [doi]
• Inferring transmembrane region counts with hydropathy index/charge two dimensional trajectories of stochastic dynamical systemsDaigo Muramatsu, Sho Hashimoto, T. Tsunashima, Takashi Kaburagi, Masahiro Sasaki, Takashi Matsumoto. 101-110 [doi]
• Neuro-variational inversion of ocean color imageryCédric Jamet, Sylvie Thiria, Cyril Moulin, Michel Crépon. 113-119 [doi]
• Self-organized mapping of aerosol mixtures at aeronet coastal and island sitesL. Gross-Colzy, Robert Frouin. 121-130 [doi]
• Modulation transfer function and noise measurement using neural networksJean-Marc Delvit, Dominique Léger, Sylvie Roques, Christophe Valorge. 131-140 [doi]
• Blending of missile control modes with neural networksJean-Loup Farges, Patrick Fabiani, Stéphane Le Ménec. 141-150 [doi]
• Architecture of an intelligent beacon for wireless sensor networksPatrick Garda, Olivier Romain, Bertrand Granado, Andréa Pinna, David Faura, Khalil Hachicha. 151-158 [doi]
• Thermal modelling with neural network applied to Planck space missionChristophe Leroy, Jean-Philippe Bernard, Jean-François Trouilhet. 159-165 [doi]
• Neural network fieldsBruno Pelletier. 167-176 [doi]
• Stochastic complexities of hidden Markov modelsK. Yamazaki, S. Watanabe. 179-188 [doi]
• Support vector machine for the simultaneous approximation of a function and its derivativeMarcelino Lázaro, Ignacio Santamaría, Fernando Pérez-Cruz, Antonio Artés-Rodríguez. 189-198 [doi]
• Variogram based noise variance estimation and its use in kernel based regressionKristiaan Pelckmans, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor. 199-208 [doi]
• Fast and efficient sequential learning algorithms using direct-link RBF networksVijanth S. Asirvadam, Seán F. McLoone, George W. Irwin. 209-218 [doi]
• Iterated extended Kalman smoothing with expectation-propagationAlexander Ypma, Tom Heskes. 219-228 [doi]
• A variational approach to robust Bayesian interpolationMichael E. Tipping, Neil D. Lawrence. 229-238 [doi]
• Separate-variable adaptive combination of LMS adaptive filters for plant identificationJerónimo Arenas-García, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Aníbal R. Figueiras-Vidal. 239-248 [doi]
• A prediction matrix approach to convolutive ICALars Kai Hansen, Mads Dyrholm. 249-258 [doi]
• Icasso: software for investigating the reliability of ICA estimates by clustering and visualizationJohan Himberg, Aapo Hyvärinen. 259-268 [doi]
• Computed simultaneous imaging of multiple biomarkersYue Joseph Wang, Jianhua Xuan, Rujirutana Srikanchana, Junying Zhang, Zsolt Szabo, Zaver M. Bhujwalla, Peter L. Choyke, King Li. 269-278 [doi]
• Underdetermined blind separation of sparse sources with instantaneous and convolutive mixturesDavid Luengo, Ignacio Santamaría, Luis Vielva, Carlos Pantaleón. 279-288 [doi]
• Regularized discriminative clusteringSamuel Kaski, Janne Sinkkonen, Arto Klami. 289-298 [doi]
• FPGA implementation of bidirectional associative memory using simultaneous perturbationYutaka Maeda, Masatoshi Wakamura. 299-308 [doi]
• Fast error whitening algorithms for system identification and controlYadunandana N. Rao, Deniz Erdogmus, Geetha Y. Rao, José C. Príncipe. 309-318 [doi]
• Loss functions to combine learning and decision in multiclass problemsAlicia Guerrero-Curieses, Jesús Cid-Sueiro. 319-328 [doi]
• Loopy belief propagation and probabilistic image processingKazuyuki Tanaka, J. Inoue, D. M. Titterington. 329-338 [doi]
• Variational expectation-maximization training for Gaussian networksNikolaos Nasios, Adrian G. Bors. 339-348 [doi]
• Flexible multichannel blind deconvolution, an investigationAh Chung Tsoi, Liangsuo Ma. 349-358 [doi]
• Improving independent component analysis performances by variable selectionFrédéric Vrins, John Aldo Lee, Michel Verleysen, Vincent Vigneron, Christian Jutten. 359-368 [doi]
• Temporal filtering and oriented PCA neural networks for blind source separationKonstantinos I. Diamantaras, Theophilos Papadimitriou. 369-378 [doi]
• Blind separation and deconvolution of MIMO system driven by colored inputs using SIMO-model-based ICA with information-geometric learningHiroshi Saruwatari, Hiroaki Yamajo, Tomoya Takatani, Tsuyoki Nishikawa, Kiyohiro Shikano. 379-388 [doi]
• Blind signal separation by matching pursuit based groupingY. Huang, Robert D. Dony. 389-398 [doi]
• Independent components analysis for fetal electrocardiogram extraction: a case for the data efficient Mermaid algorithmDorothee E. Marossero, Deniz Erdogmus, Neil R. Euliano, José C. Príncipe, Kenneth E. Hild II. 399-408 [doi]
• Computational decomposition of molecular signatures based on blind source separation of non-negative dependent sources with NMFJunying Zhang, Le Wei, Yue Wang. 409-418 [doi]
• Independent component analysis (ICA) for blind equalization of frequency selective channelsChiu Shun Wong, D. Obradovic, N. Madhu. 419-428 [doi]
• An on-line algorithm for blind source extraction based on nonlinear prediction approachDanilo P. Mandic, Andrzej Cichocki, Uttachai Manmontri. 429-438 [doi]
• Blind equalization using matrix momentum and natural gradient adaptationGordon Morison, Tariq S. Durrani. 439-448 [doi]
• On optimal segmentation of sequential dataJens Kohlmorgen. 449-458 [doi]
• Information cut and information forces for clusteringRobert Jenssen, José C. Príncipe, Torbjørn Eltoft. 459-468 [doi]
• Multi-modal audio-visual event recognition for football analysisMark Barnard, Jean-Marc Odobez, Samy Bengio. 469-478 [doi]
• Correlation-based feature detection using pulsed neural networksArne Heittmann, Ulrich Ramacher. 479-488 [doi]
• A mixture model framework for class discovery and outlier detection in mixed labeled/unlabeled data setsDavid J. Miller 0001, John Browning. 489-498 [doi]
• Online SVM learning: from classification to data description and backDavid M. J. Tax, Pavel Laskov. 499-508 [doi]
• An effective reject rule for reliability improvement in bank note neuro-classifiersAli Ahmadi, Sigeru Omatu, Toshihisa Kosaka. 509-516 [doi]
• Training algorithms for fuzzy support vector machines with noisy dataChun-fu Lin, Sheng-De Wang. 517-526 [doi]
• Language-based hand-printed character recognition: a novel method using spatial and temporal informative featuresParinya Sanguansat, P. Yanwit, P. Tangwiwatwong, Widhyakorn Asdornwised, Somchai Jitapunkul. 527-536 [doi]
• On-line Thai handwritten character recognition using hidden Markov model and fuzzy logicR. Budsayaplakorn, Widhyakorn Asdornwised, Somchai Jitapunkul. 537-546 [doi]
• Recognition of isolated handwritten Persian/Arabic characters and numerals using support vector machinesAmir Mowlaei, Karim Faez. 547-554 [doi]
• Recognition of musical instruments by generalized min-max classifiersGiovanni Costantini, A. Rizzi, Daniele Casali. 555-564 [doi]
• Unsupervised condition change detection in large diesel enginesNiels Henrik Pontoppidan, Jan Larsen. 565-574 [doi]
• On center locating in RBF network equalization in the GSM systemArto Kantsila, Mikko Lehtokangas, Jukka Saarinen. 575-584 [doi]
• ICA+OPCA for artifact-robust classification of EEG dataSungcheol Park, Hyekyoung Lee, Seungjin Choi. 585-594 [doi]
• Kernel PCA for quantization of analog vectors on a pyramidJosé Gabriel Rodríguez Carneiro Gomes, Sanjit K. Mitra. 597-606 [doi]
• Training neural networks for reading handwritten amounts on checksRafael Palacios, Amar Gupta. 607-616 [doi]
• Neural speech enhancement in the time-frequency domainMarkus Volkmer. 617-626 [doi]
• Robust off-line signature verification using compression networks and positional cuttingsJosé F. Vélez, Ángel Sánchez, Ana Belén Moreno. 627-636 [doi]
• Cooperative modular neural predictive codingMohamed Chetouani, Bruno Gas, Jean-Luc Zarader. 637-646 [doi]
• Segregation of stop consonants from acoustic interferenceGuoning Hu, DeLiang Wang. 647-656 [doi]
• Cochleotopic/AMtopic (CAM) and Cochleotopic/Spectrotopic (CSM) map based sound sourcce separation using relaxatio oscillatory neuronsRamin Pichevar, Jean Rouat. 657-666 [doi]
• Adaptive room acoustic response simulation: a virtual 3D applicationGiovanni Costantini, Daniele Casali, Aurelio Uncini. 667-676 [doi]
• A self-organizing method for map reconstructionI. Kuban Altinel, Necati Aras, B. John Oommen. 677-687 [doi]
• Image compression using orthogonalized independent components basesArtur J. Ferreira, Mário A. T. Figueiredo. 689-698 [doi]
• A fuzzy neural network for extracting facial patternsAbbas Z. Kouzani. 699-708 [doi]
• An automatic lesion segmentation method for fast spin echo magnetic resonance images using an ensemble of neural networksAndreas Hadjiprocopis, Paul S. Tofts. 709-718 [doi]
• Tracking of feature points in a scene of moving rigid objects by Bayesian switching structure model with particle filterNorikazu Ikoma, Yasutake Miyahara, Hiroshi Maeda. 719-728 [doi]
• Neural network classifiers for automated video surveillanceTony Jan, Massimo Piccardi, Tom Hintz. 729-738 [doi]
• Training convolutional filters for robust face detectionM. Delakis, C. Garcia. 739-748 [doi]
• Bayesian and RBF structures for wireless communications detectionLuis M. San-José-Revuelta, Jesús Cid-Sueiro. 749-758 [doi]
• Neural and fuzzy neural networks for natural gas consumption predictionNguyen Hoang Viet, Jacek Mandziuk. 759-768 [doi]
• Genetic algorithm design of complexity-controlled time-series predictorsPeter J. Gallant, George J. M. Aitken. 769-778 [doi]
• Nonlinear adaptive prediction using a complex-valued PRNNSu Lee Goh, Danilo P. Mandic. 779-788 [doi]
• Modelling the glucose metabolism with backpropagation through time trained Elman netsEdgar Teufel, Marco Kletting, Werner G. Teich, Hans-Jörg Pfleiderer, C. Tarin-Sauer. 789-798 [doi]
• Surrogate-based test for Granger causalityTemujin Gautama, Marc M. Van Hulle. 799-808 [doi]
• Local Hammerstein modeling based on self-organizing mapJeongho Cho, José C. Príncipe, Mark A. Motter. 809-818 [doi]
• SOM-based similarity index measure: quantifying interactions between multivariate structuresAnant Hegde, Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe, J. Gao. 819-828 [doi]
• ART-R: a novel reinforcement learning algorithm using an ART module for state representationLorenzo Brignone, Martin Howarth. 829-838 [doi]
• A paradigm for blind IIR equalization using the constant modulus criterion and an artificial immune networkRomis de Faissol Attux, L. N. de Castro, Fernando José Von Zuben, João Marcos Travassos Romano. 839-848 [doi]
• An adaptive critic based neurocontroller for process controlJames J. Govindhasamy, Seán F. McLoone, George W. Irwin. 849-858 [doi]
• Implementation of signal processing operations by transforms with random coefficients for neuronal systems modellingF. Chereau, I. Defee. 859-868 [doi]
• Unsupervised channel equalization using fuzzy prediction-error filtersR. Ferrari, Cristiano M. Panazio, Romis de Faissol Attux, C. C. Cavalcante, L. N. de Castro, Fernando José Von Zuben, João M. T. Romano. 869-878 [doi]
• An algorithm based on the even moments of the errorAllan Kardec Barros, José C. Príncipe, Yoshinori Takeuchi, C. H. Sales, Noboru Ohnishi. 879-885 [doi]