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13. NNSP 2003: Toulouse, France
- NNSP 2003, IEEE XIII Workshop on Neural Networks for Signal Processing, Toulouse, France, September 17-19, 2003. IEEE 2003
- Mahesan Suwannaroj, Mahesan Niranjan
:
Subspaces of text discrimination with application to biological literature. 3-12 - Jeane C. B. Melo, George D. C. Cavalcanti, Katia S. Guimarães:
Protein secondary structure prediction with ICA feature extraction. 13-22 - Yue Joseph Wang, Junying Zhang, Javed I. Khan, Robert Clarke
Partially-independent component analysis for tissue heterogeneity correction in microarray gene expression analysis. 23-32 - Piero Fariselli, Andrea Zauli, Ivan Rossi
A neural network method to improve prediction of protein-protein interaction sites in heterocomplexes. 33-41 - Fátima Al-Shahrour, Javier Herrero
Using gene ontology on genome-scale studies to find significant associations of biologically relevant terms to groups of genes. 43-52 - Cristina Benros, Alexandre G. de Brevern, Serge A. Hazout:
Hybrid protein model (HPM): a method for building a library of overlapping local structural prototypes. Sensitivity study and improvements of the training. 53-70 - Neil D. Lawrence
Bayesian processing of microarray images. 71-80 - John A. Berger, Sampsa Hautaniemi, Henrik Edgren, Outi Monni, Sanjit K. Mitra, Olli Yli-Harja
Identifying underlying factors in breast cancer using independent component analysis. 81-90 - Lucio Andrade, Elias S. Manolakos:
Automatic estimation of mobility shift coefficients in DNA chromatograms. 91-100 - Daigo Muramatsu, Sho Hashimoto, T. Tsunashima, Takashi Kaburagi, Masahiro Sasaki, Takashi Matsumoto:
Inferring transmembrane region counts with hydropathy index/charge two dimensional trajectories of stochastic dynamical systems. 101-110 - Cédric Jamet, Sylvie Thiria, Cyril Moulin, Michel Crépon:
Neuro-variational inversion of ocean color imagery. 113-119 - Lydwine Gross-Colzy, Robert Frouin:
Self-organized mapping of aerosol mixtures at aeronet coastal and island sites. 121-130 - Jean-Marc Delvit, Dominique Léger, Sylvie Roques, Christophe Valorge:
Modulation transfer function and noise measurement using neural networks. 131-140 - Jean-Loup Farges, Patrick Fabiani, Stéphane Le Ménec:
Blending of missile control modes with neural networks. 141-150 - Patrick Garda, Olivier Romain
Architecture of an intelligent beacon for wireless sensor networks. 151-158 - Christophe Leroy, Jean-Philippe Bernard, Jean-François Trouilhet:
Thermal modelling with neural network applied to Planck space mission. 159-165 - Bruno Pelletier:
Neural network fields. 167-176 - Keisuke Yamazaki
Stochastic complexities of hidden Markov models. 179-188 - Marcelino Lázaro
Support vector machine for the simultaneous approximation of a function and its derivative. 189-198 - Kristiaan Pelckmans, Jos De Brabanter, Johan A. K. Suykens
Variogram based noise variance estimation and its use in kernel based regression. 199-208 - Vijanth S. Asirvadam, Seán F. McLoone, George W. Irwin:
Fast and efficient sequential learning algorithms using direct-link RBF networks. 209-218 - Alexander Ypma, Tom Heskes
Iterated extended Kalman smoothing with expectation-propagation. 219-228 - Michael E. Tipping, Neil D. Lawrence
A variational approach to robust Bayesian interpolation. 229-238 - Jerónimo Arenas-García
Separate-variable adaptive combination of LMS adaptive filters for plant identification. 239-248 - Lars Kai Hansen
A prediction matrix approach to convolutive ICA. 249-258 - Johan Himberg, Aapo Hyvärinen:
Icasso: software for investigating the reliability of ICA estimates by clustering and visualization. 259-268 - Yue Joseph Wang, Jianhua Xuan, Rujirutana Srikanchana, Junying Zhang, Zsolt Szabo, Zaver M. Bhujwalla, Peter L. Choyke, King C. Li
Computed simultaneous imaging of multiple biomarkers. 269-278 - David Luengo, Ignacio Santamaría
Underdetermined blind separation of sparse sources with instantaneous and convolutive mixtures. 279-288 - Samuel Kaski, Janne Sinkkonen, Arto Klami
Regularized discriminative clustering. 289-298 - Yutaka Maeda, Masatoshi Wakamura:
FPGA implementation of bidirectional associative memory using simultaneous perturbation. 299-308 - Yadunandana N. Rao, Deniz Erdogmus, Geetha Y. Rao, José C. Príncipe:
Fast error whitening algorithms for system identification and control. 309-318 - Alicia Guerrero-Curieses, Jesús Cid-Sueiro
Loss functions to combine learning and decision in multiclass problems. 319-328 - Kazuyuki Tanaka, J. Inoue, D. M. Titterington:
Loopy belief propagation and probabilistic image processing. 329-338 - Nikolaos Nasios, Adrian G. Bors
Variational expectation-maximization training for Gaussian networks. 339-348 - Ah Chung Tsoi
Flexible multichannel blind deconvolution, an investigation. 349-358 - Frédéric Vrins
Improving independent component analysis performances by variable selection. 359-368 - Konstantinos I. Diamantaras
Temporal filtering and oriented PCA neural networks for blind source separation. 369-378 - Hiroshi Saruwatari, Hiroaki Yamajo, Tomoya Takatani, Tsuyoki Nishikawa, Kiyohiro Shikano:
Blind separation and deconvolution of MIMO system driven by colored inputs using SIMO-model-based ICA with information-geometric learning. 379-388 - Y. Huang, Robert D. Dony:
Blind signal separation by matching pursuit based grouping. 389-398 - Dorothee E. Marossero, Deniz Erdogmus, Neil R. Euliano
Independent components analysis for fetal electrocardiogram extraction: a case for the data efficient Mermaid algorithm. 399-408 - Junying Zhang, Le Wei, Yue Wang:
Computational decomposition of molecular signatures based on blind source separation of non-negative dependent sources with NMF. 409-418 - Chiu Shun Wong, D. Obradovic, Nilesh Madhu
Independent component analysis (ICA) for blind equalization of frequency selective channels. 419-428 - Danilo P. Mandic, Andrzej Cichocki
An on-line algorithm for blind source extraction based on nonlinear prediction approach. 429-438 - Gordon Morison, Tariq S. Durrani:
Blind equalization using matrix momentum and natural gradient adaptation. 439-448 - Jens Kohlmorgen:
On optimal segmentation of sequential data. 449-458 - Robert Jenssen, José C. Príncipe, Torbjørn Eltoft:
Information cut and information forces for clustering. 459-468 - Mark Barnard, Jean-Marc Odobez
Multi-modal audio-visual event recognition for football analysis. 469-478 - Arne Heittmann, Ulrich Ramacher:
Correlation-based feature detection using pulsed neural networks. 479-488 - David J. Miller, John Browning:
A mixture model framework for class discovery and outlier detection in mixed labeled/unlabeled data sets. 489-498 - David M. J. Tax, Pavel Laskov:
Online SVM learning: from classification to data description and back. 499-508 - Ali Ahmadi
An effective reject rule for reliability improvement in bank note neuro-classifiers. 509-516 - Chun-fu Lin, Sheng-De Wang:
Training algorithms for fuzzy support vector machines with noisy data. 517-526 - Parinya Sanguansat
Language-based hand-printed character recognition: a novel method using spatial and temporal informative features. 527-536 - R. Budsayaplakorn, Widhyakorn Asdornwised, Somchai Jitapunkul:
On-line Thai handwritten character recognition using hidden Markov model and fuzzy logic. 537-546 - Amir Mowlaei, Karim Faez:
Recognition of isolated handwritten Persian/Arabic characters and numerals using support vector machines. 547-554 - Giovanni Costantini
Recognition of musical instruments by generalized min-max classifiers. 555-564 - Niels Henrik Pontoppidan
Unsupervised condition change detection in large diesel engines. 565-574 - Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen:
On center locating in RBF network equalization in the GSM system. 575-584 - Sungcheol Park, Hyekyoung Lee, Seungjin Choi:
ICA+OPCA for artifact-robust classification of EEG data. 585-594 - José Gabriel Rodríguez Carneiro Gomes, Sanjit K. Mitra:
Kernel PCA for quantization of analog vectors on a pyramid. 597-606 - Rafael Palacios
Training neural networks for reading handwritten amounts on checks. 607-616 - Markus Volkmer:
Neural speech enhancement in the time-frequency domain. 617-626 - José Francisco Vélez, Ángel Sánchez, Ana Belén Moreno
Robust off-line signature verification using compression networks and positional cuttings. 627-636 - Mohamed Chetouani
Cooperative modular neural predictive coding. 637-646 - Guoning Hu, DeLiang Wang:
Segregation of stop consonants from acoustic interference. 647-656 - Ramin Pichevar, Jean Rouat:
Cochleotopic/AMtopic (CAM) and Cochleotopic/Spectrotopic (CSM) map based sound sourcce separation using relaxatio oscillatory neurons. 657-666 - Giovanni Costantini, Daniele Casali, Aurelio Uncini:
Adaptive room acoustic response simulation: a virtual 3D application. 667-676 - I. Kuban Altinel, Necati Aras
A self-organizing method for map reconstruction. 677-687 - Artur J. Ferreira
Image compression using orthogonalized independent components bases. 689-698 - Abbas Z. Kouzani:
A fuzzy neural network for extracting facial patterns. 699-708 - Andreas Hadjiprocopis, Paul S. Tofts:
An automatic lesion segmentation method for fast spin echo magnetic resonance images using an ensemble of neural networks. 709-718 - Norikazu Ikoma, Yasutake Miyahara, Hiroshi Maeda:
Tracking of feature points in a scene of moving rigid objects by Bayesian switching structure model with particle filter. 719-728 - Tony Jan
Neural network classifiers for automated video surveillance. 729-738 - M. Delakis, C. Garcia:
Training convolutional filters for robust face detection. 739-748 - Luis M. San-José-Revuelta
Bayesian and RBF structures for wireless communications detection. 749-758 - Nguyen Hoang Viet, Jacek Mandziuk
Neural and fuzzy neural networks for natural gas consumption prediction. 759-768 - Peter J. Gallant, George J. M. Aitken:
Genetic algorithm design of complexity-controlled time-series predictors. 769-778 - Su Lee Goh, Danilo P. Mandic:
Nonlinear adaptive prediction using a complex-valued PRNN. 779-788 - Edgar Teufel, Marco Kletting, Werner G. Teich, Hans-Jörg Pfleiderer, C. Tarin-Sauer:
Modelling the glucose metabolism with backpropagation through time trained Elman nets. 789-798 - Temujin Gautama, Marc M. Van Hulle:
Surrogate-based test for Granger causality. 799-808 - Jeongho Cho, José C. Príncipe, Mark A. Motter:
Local Hammerstein modeling based on self-organizing map. 809-818 - Anant Hegde, Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe, Jianbo Gao:
SOM-based similarity index measure: quantifying interactions between multivariate structures. 819-828 - Lorenzo Brignone, Martin Howarth:
ART-R: a novel reinforcement learning algorithm using an ART module for state representation. 829-838 - Romis Ribeiro Faissol Attux, Leandro Nunes de Castro
A paradigm for blind IIR equalization using the constant modulus criterion and an artificial immune network. 839-848 - James J. Govindhasamy, Seán F. McLoone, George W. Irwin:
An adaptive critic based neurocontroller for process control. 849-858 - F. Chereau, I. Defee:
Implementation of signal processing operations by transforms with random coefficients for neuronal systems modelling. 859-868 - Rafael Ferrari
Unsupervised channel equalization using fuzzy prediction-error filters. 869-878 - Allan Kardec Barros, José C. Príncipe, Yoshinori Takeuchi, C. H. Sales, Noboru Ohnishi:
An algorithm based on the even moments of the error. 879-885
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