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2003

A mixture model framework for class discovery and outlier detection in mixed labeled/unlabeled data setsDavid J. Miller 0001, John Browning. nnsp 2003: 489-498 [doi]

NNSP 2003, IEEE XIII Workshop on Neural Networks for Signal Processing, Toulouse, France, September 17-19, 2003IEEE, 2003. [doi]

An effective reject rule for reliability improvement in bank note neuro-classifiersAli Ahmadi, Sigeru Omatu, Toshihisa Kosaka. nnsp 2003: 509-516 [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. nnsp 2003: 43-52 [doi]

A self-organizing method for map reconstructionI. Kuban Altinel, Necati Aras, B. John Oommen. nnsp 2003: 677-687 [doi]

Automatic estimation of mobility shift coefficients in DNA chromatogramsLucio Andrade, Elias S. Manolakos. nnsp 2003: 91-100 [doi]

Separate-variable adaptive combination of LMS adaptive filters for plant identificationJerónimo Arenas-García, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Aníbal R. Figueiras-Vidal. nnsp 2003: 239-248 [doi]

Fast and efficient sequential learning algorithms using direct-link RBF networksVijanth S. Asirvadam, Seán F. McLoone, George W. Irwin. nnsp 2003: 209-218 [doi]

Multi-modal audio-visual event recognition for football analysisMark Barnard, Jean-Marc Odobez, Samy Bengio. nnsp 2003: 469-478 [doi]

An algorithm based on the even moments of the errorAllan Kardec Barros, José C. Príncipe, Yoshinori Takeuchi, C. H. Sales, Noboru Ohnishi. nnsp 2003: 879-885 [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. nnsp 2003: 53-70 [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. nnsp 2003: 81-90 [doi]

ART-R: a novel reinforcement learning algorithm using an ART module for state representationLorenzo Brignone, Martin Howarth. nnsp 2003: 829-838 [doi]

On-line Thai handwritten character recognition using hidden Markov model and fuzzy logicR. Budsayaplakorn, Widhyakorn Asdornwised, Somchai Jitapunkul. nnsp 2003: 537-546 [doi]

Implementation of signal processing operations by transforms with random coefficients for neuronal systems modellingF. Chereau, I. Defee. nnsp 2003: 859-868 [doi]

Cooperative modular neural predictive codingMohamed Chetouani, Bruno Gas, Jean-Luc Zarader. nnsp 2003: 637-646 [doi]

Local Hammerstein modeling based on self-organizing mapJeongho Cho, José C. Príncipe, Mark A. Motter. nnsp 2003: 809-818 [doi]

Recognition of musical instruments by generalized min-max classifiersGiovanni Costantini, A. Rizzi, Daniele Casali. nnsp 2003: 555-564 [doi]

Adaptive room acoustic response simulation: a virtual 3D applicationGiovanni Costantini, Daniele Casali, Aurelio Uncini. nnsp 2003: 667-676 [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. nnsp 2003: 839-848 [doi]

Training convolutional filters for robust face detectionM. Delakis, C. Garcia. nnsp 2003: 739-748 [doi]

Modulation transfer function and noise measurement using neural networksJean-Marc Delvit, Dominique Léger, Sylvie Roques, Christophe Valorge. nnsp 2003: 131-140 [doi]

Temporal filtering and oriented PCA neural networks for blind source separationKonstantinos I. Diamantaras, Theophilos Papadimitriou. nnsp 2003: 369-378 [doi]

Blending of missile control modes with neural networksJean-Loup Farges, Patrick Fabiani, Stéphane Le Ménec. nnsp 2003: 141-150 [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. nnsp 2003: 33-41 [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. nnsp 2003: 869-878 [doi]

Image compression using orthogonalized independent components basesArtur J. Ferreira, Mário A. T. Figueiredo. nnsp 2003: 689-698 [doi]

Genetic algorithm design of complexity-controlled time-series predictorsPeter J. Gallant, George J. M. Aitken. nnsp 2003: 769-778 [doi]

Architecture of an intelligent beacon for wireless sensor networksPatrick Garda, Olivier Romain, Bertrand Granado, Andréa Pinna, David Faura, Khalil Hachicha. nnsp 2003: 151-158 [doi]

Surrogate-based test for Granger causalityTemujin Gautama, Marc M. Van Hulle. nnsp 2003: 799-808 [doi]

Nonlinear adaptive prediction using a complex-valued PRNNSu Lee Goh, Danilo P. Mandic. nnsp 2003: 779-788 [doi]

Kernel PCA for quantization of analog vectors on a pyramidJosé Gabriel Rodríguez Carneiro Gomes, Sanjit K. Mitra. nnsp 2003: 597-606 [doi]

An adaptive critic based neurocontroller for process controlJames J. Govindhasamy, Seán F. McLoone, George W. Irwin. nnsp 2003: 849-858 [doi]

Self-organized mapping of aerosol mixtures at aeronet coastal and island sitesL. Gross-Colzy, Robert Frouin. nnsp 2003: 121-130 [doi]

Loss functions to combine learning and decision in multiclass problemsAlicia Guerrero-Curieses, Jesús Cid-Sueiro. nnsp 2003: 319-328 [doi]

An automatic lesion segmentation method for fast spin echo magnetic resonance images using an ensemble of neural networksAndreas Hadjiprocopis, Paul S. Tofts. nnsp 2003: 709-718 [doi]

A prediction matrix approach to convolutive ICALars Kai Hansen, Mads Dyrholm. nnsp 2003: 249-258 [doi]

SOM-based similarity index measure: quantifying interactions between multivariate structuresAnant Hegde, Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe, J. Gao. nnsp 2003: 819-828 [doi]

Correlation-based feature detection using pulsed neural networksArne Heittmann, Ulrich Ramacher. nnsp 2003: 479-488 [doi]

Icasso: software for investigating the reliability of ICA estimates by clustering and visualizationJohan Himberg, Aapo Hyvärinen. nnsp 2003: 259-268 [doi]

Segregation of stop consonants from acoustic interferenceGuoning Hu, DeLiang Wang. nnsp 2003: 647-656 [doi]

Blind signal separation by matching pursuit based groupingY. Huang, Robert D. Dony. nnsp 2003: 389-398 [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. nnsp 2003: 719-728 [doi]

Neuro-variational inversion of ocean color imageryCédric Jamet, Sylvie Thiria, Cyril Moulin, Michel Crépon. nnsp 2003: 113-119 [doi]

Neural network classifiers for automated video surveillanceTony Jan, Massimo Piccardi, Tom Hintz. nnsp 2003: 729-738 [doi]

Information cut and information forces for clusteringRobert Jenssen, José C. Príncipe, Torbjørn Eltoft. nnsp 2003: 459-468 [doi]

On center locating in RBF network equalization in the GSM systemArto Kantsila, Mikko Lehtokangas, Jukka Saarinen. nnsp 2003: 575-584 [doi]

Regularized discriminative clusteringSamuel Kaski, Janne Sinkkonen, Arto Klami. nnsp 2003: 289-298 [doi]

On optimal segmentation of sequential dataJens Kohlmorgen. nnsp 2003: 449-458 [doi]

A fuzzy neural network for extracting facial patternsAbbas Z. Kouzani. nnsp 2003: 699-708 [doi]

Bayesian processing of microarray imagesNeil D. Lawrence, Marta Milo, Mahesan Niranjan, Penny Rashbass, Stephan Soullier. nnsp 2003: 71-80 [doi]

Thermal modelling with neural network applied to Planck space missionChristophe Leroy, Jean-Philippe Bernard, Jean-François Trouilhet. nnsp 2003: 159-165 [doi]

Training algorithms for fuzzy support vector machines with noisy dataChun-fu Lin, Sheng-De Wang. nnsp 2003: 517-526 [doi]

Underdetermined blind separation of sparse sources with instantaneous and convolutive mixturesDavid Luengo, Ignacio Santamaría, Luis Vielva, Carlos Pantaleón. nnsp 2003: 279-288 [doi]

Support vector machine for the simultaneous approximation of a function and its derivativeMarcelino Lázaro, Ignacio Santamaría, Fernando Pérez-Cruz, Antonio Artés-Rodríguez. nnsp 2003: 189-198 [doi]

FPGA implementation of bidirectional associative memory using simultaneous perturbationYutaka Maeda, Masatoshi Wakamura. nnsp 2003: 299-308 [doi]

An on-line algorithm for blind source extraction based on nonlinear prediction approachDanilo P. Mandic, Andrzej Cichocki, Uttachai Manmontri. nnsp 2003: 429-438 [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. nnsp 2003: 399-408 [doi]

Protein secondary structure prediction with ICA feature extractionJeane C. B. Melo, George D. C. Cavalcanti, Katia S. Guimarães. nnsp 2003: 13-22 [doi]

Blind equalization using matrix momentum and natural gradient adaptationGordon Morison, Tariq S. Durrani. nnsp 2003: 439-448 [doi]

Recognition of isolated handwritten Persian/Arabic characters and numerals using support vector machinesAmir Mowlaei, Karim Faez. nnsp 2003: 547-554 [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. nnsp 2003: 101-110 [doi]

Variational expectation-maximization training for Gaussian networksNikolaos Nasios, Adrian G. Bors. nnsp 2003: 339-348 [doi]

Training neural networks for reading handwritten amounts on checksRafael Palacios, Amar Gupta. nnsp 2003: 607-616 [doi]

ICA+OPCA for artifact-robust classification of EEG dataSungcheol Park, Hyekyoung Lee, Seungjin Choi. nnsp 2003: 585-594 [doi]

Variogram based noise variance estimation and its use in kernel based regressionKristiaan Pelckmans, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor. nnsp 2003: 199-208 [doi]

Neural network fieldsBruno Pelletier. nnsp 2003: 167-176 [doi]

Cochleotopic/AMtopic (CAM) and Cochleotopic/Spectrotopic (CSM) map based sound sourcce separation using relaxatio oscillatory neuronsRamin Pichevar, Jean Rouat. nnsp 2003: 657-666 [doi]

Unsupervised condition change detection in large diesel enginesNiels Henrik Pontoppidan, Jan Larsen. nnsp 2003: 565-574 [doi]

Fast error whitening algorithms for system identification and controlYadunandana N. Rao, Deniz Erdogmus, Geetha Y. Rao, José C. Príncipe. nnsp 2003: 309-318 [doi]

Bayesian and RBF structures for wireless communications detectionLuis M. San-José-Revuelta, Jesús Cid-Sueiro. nnsp 2003: 749-758 [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. nnsp 2003: 527-536 [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. nnsp 2003: 379-388 [doi]

Subspaces of text discrimination with application to biological literatureMahesan Suwannaroj, Mahesan Niranjan. nnsp 2003: 3-12 [doi]

Loopy belief propagation and probabilistic image processingKazuyuki Tanaka, J. Inoue, D. M. Titterington. nnsp 2003: 329-338 [doi]

Online SVM learning: from classification to data description and backDavid M. J. Tax, Pavel Laskov. nnsp 2003: 499-508 [doi]

Modelling the glucose metabolism with backpropagation through time trained Elman netsEdgar Teufel, Marco Kletting, Werner G. Teich, Hans-Jörg Pfleiderer, C. Tarin-Sauer. nnsp 2003: 789-798 [doi]

A variational approach to robust Bayesian interpolationMichael E. Tipping, Neil D. Lawrence. nnsp 2003: 229-238 [doi]

Flexible multichannel blind deconvolution, an investigationAh Chung Tsoi, Liangsuo Ma. nnsp 2003: 349-358 [doi]

Neural and fuzzy neural networks for natural gas consumption predictionNguyen Hoang Viet, Jacek Mandziuk. nnsp 2003: 759-768 [doi]

Neural speech enhancement in the time-frequency domainMarkus Volkmer. nnsp 2003: 617-626 [doi]

Improving independent component analysis performances by variable selectionFrédéric Vrins, John Aldo Lee, Michel Verleysen, Vincent Vigneron, Christian Jutten. nnsp 2003: 359-368 [doi]

Robust off-line signature verification using compression networks and positional cuttingsJosé F. Vélez, Ángel Sánchez, Ana Belén Moreno. nnsp 2003: 627-636 [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. nnsp 2003: 269-278 [doi]

Partially-independent component analysis for tissue heterogeneity correction in microarray gene expression analysisYue Wang, Junying Zhang, Javed I. Khan, Robert Clarke, Zhiping Gu. nnsp 2003: 23-32 [doi]

Independent component analysis (ICA) for blind equalization of frequency selective channelsChiu Shun Wong, D. Obradovic, N. Madhu. nnsp 2003: 419-428 [doi]

Stochastic complexities of hidden Markov modelsK. Yamazaki, S. Watanabe. nnsp 2003: 179-188 [doi]

Iterated extended Kalman smoothing with expectation-propagationAlexander Ypma, Tom Heskes. nnsp 2003: 219-228 [doi]

Computational decomposition of molecular signatures based on blind source separation of non-negative dependent sources with NMFJunying Zhang, Le Wei, Yue Wang. nnsp 2003: 409-418 [doi]

2002

Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, NNSP 2002, Martigny, Valais, Switzerland, September 4-6, 2002IEEE, 2002. [doi]

Analysis of support vector machinesS. Abe. nnsp 2002: 89-98 [doi]

Minimax strategies for training classifiers under unknown priorsRocío Alaíz-Rodríguez, Jesús Cid-Sueiro. nnsp 2002: 249-258 [doi]

Accurate estimation of the signal baseline in DNA chromatogramsLucio Andrade, Elias S. Manolakos. nnsp 2002: 35-44 [doi]

Unsupervised learning rules for POLSAR images analysisSalim Chitroub, Amrane Houacine, Boualem Sansal. nnsp 2002: 567-576 [doi]

Simple algorithms for decorrelation-based blind source separationS. C. Douglas. nnsp 2002: 545-554 [doi]

Facial expression analysis using shape and motion information extracted by convolutional neural networksB. Fasel. nnsp 2002: 607-616 [doi]

A robust canonical correlation neural networkZhenkun Gou, Colin Fyfe. nnsp 2002: 239-248 [doi]

A probabilistic approach for long read-length DNA sequence analysisC. G. Molina, James C. Mullikin. nnsp 2002: 45-56 [doi]

An adaptive approach to wavelet filters designNicola Neretti, Nathan Intrator. nnsp 2002: 317-326 [doi]

Towards a tunable tactile communication system: concept and first experimentsT. Schieder, Carsten Wilks, T. Rontzek, Rolf Eckmiller. nnsp 2002: 767-776 [doi]

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