NDLI: Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468)

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Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468)

Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468)

Using class-center vectors to build support vector machines

Margin-like quantities and generalized approximate cross validation for support vector machines

SUPANOVA: a sparse, transparent modelling approach

Sequential support vector machines

Fisher discriminant analysis with kernels

The application of support vector machines with Gaussian kernels for overcoming co-channel interference

A Gaussianity measure for blind source separation insensitive to the sign of kurtosis

Robust machine fault detection with independent component analysis and support vector data description

View-based 3D object recognition with support vector machines

Gradient based adaptive regularization

Global stability in delayed cellular neural networks

Weight estimation for the learning of modular perceptron networks

General statistical inference by an approximate application of the maximum entropy principle

On training piecewise linear networks

A control theory formulation for random variate generation

A spiking neural network architecture for nonlinear function approximation

Partial likelihood methods for probability density estimation

Why a nonlinear solution for a linear problem? [channel equalization]

Approximation by random networks with bounded number of layers

Natural power method for fast subspace tracking

Robust neural network online learning in time-variant regression models

Hidden Markov mixtures of experts for prediction of non-stationary dynamics

A comparison among feature selection methods based on trained networks

Sizing of the multilayer perceptron via modular networks

On optimal data split for generalization estimation and model selection

Nearest-prototype classifier design by deterministic annealing with random class labels

Time series classification using adaptive dynamic targets

Some analytical results on critic-driven ensemble classification

Neural architectures for parametric estimation of a posteriori probabilities by constrained conditional density functions

Allpass vs. unit-norm constraints in contrast-based blind deconvolution

A stable and robust ICA algorithm based on t-distribution and generalized Gaussian distribution models

Separation of an overlapped signal using speech production models

Geometrical structures of FIR manifold and their application to multichannel blind deconvolution

Clustering approach to square and non-square blind source separation

Separation of acoustic signals using self-organizing neural networks

Neuro Bayesian blind equalization with BER estimation in digital channels

Maximum likelihood blind source separation in Gaussian noise

A suboptimal Bayesian equalizer using an nonlinear multilayer combiner

Applications of SOAR to monochromatic image restoration

Efficient approximation of a neural filter for quantum noise removal in X-ray images

Learning Gestalt of surfaces in natural scenes

Rate-constrained self-organizing neural maps and efficient psychovisual methods for low bit rate video coding

Selective image smoothing via dyadic wavelet-based conduction equation

An adaptive metric learning procedure for reconfigurable facial signature authentication

Global color image segmentation strategies: Euclidean distance vs. vector angle

A topology independent active contour tracking

Model combination and weight selection criteria for speaker verification

Subspace techniques in speech enhancement

Multi-channel piecewise selective averaging of cognitive evoked potentials with variable latency

A comparative study of a hidden Markov model detector for atrial fibrillation

Discrimination of cylinders with different wall thicknesses using neural networks and simulated dolphin sonar signals

Statistical multimodal integration for intelligent HCI

Hierarchy of probabilistic principal component subspaces for data mining

A new tool for market research using a modified auto-associative memory

Adaptive Web caching using logistic regression

Pattern classification using a mixture of factor analyzers

Near-optimal flight load synthesis using neural nets

Two-dimensional joint process adaptive filtering via principal component support region

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2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Mr. Siddhartha Mukherjee siddhartha@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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