Neural Information Processing: 11th International Conference, ICONIP 2004 Calcutta, India, November 22–25, 2004 Proceedings

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Nikil R. Pal, Nikola Kasabov, Rajani K. Mudi, Srimanta Pal, Swapan K. Parui
Springer, 2004年10月29日 - 1369 頁
It is our great pleasure to welcome you to the 11th International Conference on Neural Information Processing (ICONIP 2004) to be held in Calcutta. ICONIP 2004 is organized jointly by the Indian Statistical Institute (ISI) and Jadavpur University (JU). We are con?dent that ICONIP 2004, like the previous conf- ences in this series,will providea forum for fruitful interactionandthe exchange of ideas between the participants coming from all parts of the globe. ICONIP 2004 covers all major facets of computational intelligence, but, of course, with a primary emphasis on neural networks. We are sure that this meeting will be enjoyable academically and otherwise. We are thankful to the track chairs and the reviewers for extending their support in various forms to make a sound technical program. Except for a few cases, where we could get only two review reports, each submitted paper was reviewed by at least three referees, and in some cases the revised versions were againcheckedbythereferees. Wehad470submissionsanditwasnotaneasytask for us to select papers for a four-day conference. Because of the limited duration of the conference, based on the review reports we selected only about 40% of the contributed papers. Consequently, it is possible that some good papers are left out. We again express our sincere thanks to all referees for accomplishing a great job. In addition to 186 contributed papers, the proceedings includes two plenary presentations, four invited talks and 18 papers in four special sessions. The proceedings is organized into 26 coherent topical groups.

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內容

Pattern Recognition
738
Web Documents Categorization Using Neural Networks
758
Clustering of IntervalValued Data
775
A Long Memory Process Based Parametric Modeling and Recognition
787
Time Series Classification
800
Recognition of Bangla Handwritten Characters
814
Automated Classification of Industry and Occupation Codes
827
Fault Diagnosis for Industrial Images
842

A Model of HopfieldType Quaternion Neural Networks
110
ModeUtilizing Developmental Learning
116
Dynamics of ComplexValued Neural Networks
122
Two Models for Theta Precession Generation Using the Complex Version
130
Selforganizing Maps
136
An Empirical Study on the Robustness of SOM in Preserving Topology
142
Extending the SOM Algorithm to NonEuclidean Distances
150
An Efficient TwoLevel SOMART Document Clustering
158
Using SOMBased Data Binning
172
Closest Substring Problem Results from an Evolutionary Algorithm
205
Multiobjective Genetic Search for Spanning Tree Problem
218
Evolutionary Learning Programs Behavior in Neural Networks
236
A New PID Tuning Technique Using Differential Evolution
254
Neural Network ClosedLoop Control
269
Cognitive Science
282
Cognitive Process of Emotion Under Uncertainty
300
Cerebral Activation Areas with Respect to Word and Sentence Production
316
Neuroinformatics
326
A HardwareDirected Face Recognition System
327
The Teager Energy Based Features for Identification of Identical Twins
333
User Enrollment Using Multiple Snapshots of Fingerprint
344
Signature Verification Using Static and Dynamic Features
350
Face Recognition Using SVM Combined with CNN for Face Detection
356
Face Recognition Using Weighted Modular
362
Adaptive Intelligent Systems
368
Invehicle Noise and Enhanced Speech Intelligibility
375
An Evolving Neural Network Model for Person Verification
381
Pulsed Paraneural Networks PPNN Based on MEXOR Logic
399
Universal SpikeTrain Processor for a HighSpeed Simulation
416
Predictive Approaches for Sparse Model Learning
434
A Process of Differentiation in the Assembly Neural Network
452
Managing Interference Between Prior and Later Learning
458
Adaptive Learning in Incremental Learning RBF Networks
471
Incremental Learning and Dimension Selection Through Sleep
489
An OnLine Learning Algorithm with Dimension Selection
502
Improving kNN Based Text Classification
516
TeacherDirected Learning with Gaussian
530
Variational Information Maximization for Neural Coding
543
Comparison of TDLeafλ and TDλ Learning
549
Gaussian Process Regression with Fluid Hyperpriors
567
A ForwardPropagation Rule for Acquiring Neural Inverse Models
585
A Neighbor Generation Mechanism Optimizing Neural Networks
613
TWRBF Transductive RBF Neural Network
633
An Incremental Neural Network
641
Image Processing
659
RealTime Gaze Detection via Neural Network
673
SizeIndependent Image Segmentation by Hierarchical Clustering
686
Genetic Algorithm for Optimal Imperceptibility in Image Communication
700
Using Biased Support Vector Machine to Improve Retrieval Result
714
A Fast MPEG4 Video Encryption Scheme
720
A New MDS Algorithm for Textual Data Analysis
860
Chaotic Behavior in Neural Networks
868
SnapShots
874
Deciphering the Genetic Blueprint of Cerebellar Development
880
A Guided Tour of Neuroinformatics Research in India
891
Fuzzy Systems
898
A Fuzzy Multilevel Programming Method
904
Fuzzy RuleBased Systems Derived from Similarity to Prototypes
912
A Partitioning Method for Fuzzy Probabilistic Predictors
929
Fuzzy Compactness Based Adaptive Window Approach
935
Neurofuzzy Systems
941
A Neurofuzzy Approach for Predicting the Effects of Noise Pollution
947
Evolving Fuzzy Neural Networks Applied to Odor Recognition
953
Differential Evolution Based OnLine Feature Analysis
959
Neurofuzzy System for Clustering of Video Database
965
Dynamic Neurofuzzy Inference and Statistical Models for Risk Analysis
971
An Enhanced Fuzzy Multilayer Perceptron
977
Hybrid Systems
983
Genetic Algorithm Based Fuzzy ID3 Algorithm
989
NeuralEvolutionary Learning in a Bounded Rationality Scenario
996
Rule Extraction Framework Using Rough Sets and Neural Networks
1002
A Fusion Neural Network for Estimation of Blasting Vibration
1008
Feature Selection for Fast Image Classification
1026
Independent Component Analysis
1044
Automated Diagnosis of Brain Tumours Using a Novel Density Estimation
1058
Permutation Correction of Filter Bank
1076
Ant Colony
1082
Investigations into the Use of Supervised Multiagents
1101
Neural Network Hardware
1117
Robotics
1135
A Genetic Approach to Optimizing the Values of Parameters
1148
Signal Processing
1166
TwoStage Duration Model for Indian Languages
1179
A Comparative Study of Feature Extraction Algorithms
1192
Speaker Segmentation Based on Subsegmental Features
1210
A Study for Excluding Incorrect Detections of Holter ECG Data
1223
Phoneme Transcription by a Support Vector Machine
1241
Support Vector Machines Approach to Pattern Detection
1254
Combined Kernel Function for Support Vector Machine
1273
Neural Networks for fMRI Spatiotemporal Analysis
1292
Modeling Corrupted Time Series Data
1298
Hydrological Forecasting and Updating Procedures for Neural Network
1304
Bioinformatics
1310
Protein Metal Binding Residue Prediction Based on Neural Networks ChinTeng Lin KenLi Lin ChihHsien Yang IFang Chung
1316
Assessment of Reliability of Microarray Data
1322
DNA Sequence Pattern Identification
1328
Genetic Mining of DNA Sequence Structures for Effective Classification
1334
Gene Regulatory Network Discovery
1344
Author Index 1363
1362
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