Pattern recognition and machine intelligence: first International Conference, PReMI 2005, Kolkata, India, December 20 - 22, 2005 ; proceedings
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| Format: | Tagungsbericht Buch |
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| Sprache: | English |
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Berlin [u.a.]
Springer
2005
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| Schriftenreihe: | Lecture Notes in Computer Science
3776 |
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| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXIV, 808 S. Ill., graph. Darst. |
| ISBN: | 9783540305064 3540305068 |
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Datensatz im Suchindex
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Table of Contents
Keynote Papers
Data Clustering: A User's Dilemma
Anil K. Jain, Martin H.C. Law. 1
Pattern Recognition in Video
Rama Chellappa, Ashok Veeraraghavan, Gaurav Aggarwal. 11
Rough Sets in Perception-Based Computing
Andrzej Skowron. 21
Conversational Case-Based Reasoning
David W. Aha. 30
Computational Molecular Biology of Genome Expression and
Regulation
Michael Q. Zhang. 31
Human Activity Recognition
J.K. Aggarwal. 39
Invited Papers
A Novel T2-SVM for Partially Supervised Classification
Lorenzo Bruzzone, Mattia Marconcini. 40
SJKernel: A New Symmetry Measure
Vito Di Gesil, Bertrand Zavidovique. 50
Geometric Decision Rules for Instance-Based Learning Problems
Binay Bhattacharya, Kaustav Mukherjee,
Godfiied Toussaint. 60
Building Brains for Robots: A Psychodynamic Approach
Andrzej Buller . 70
Designing Smart Environments: A Paradigm Based on Learning and
Prediction
Sajal K. Das, Diane J. Cook. 80
XIV Table of Contents
Towards Generic Pattern Mining
Mohammed J. ZaM, Nilanjana De, Feng Gao, Nagender Parimi,
Benjarath Phoophakd.ee, Joe Urban Vineet Chaoji,
Mohammad Al Hasan, Saeed Salem. 91
Multi-aspect Data Analysis in Brain Informatics
Ning Zhong. 98
Small Object Detection and Tracking: Algorithm, Analysis and
Application
U.B. Desai, S.N. Merchant, Mukesh Zaveri, G. Ajishna,
Manoj Purohit, H.S. Phanish. 108
Illumination Invariant Face Alignment Using Multi-band Active
Appearance Model
Fatih Kahraman, MuhitUn Gokmen. 118
Globally Optimal 3D Image Reconstruction and Segmentation Via
Energy Minimisation Techniques
C. Lovell. 128
Go Digital, Go Fuzzy
Jayaram K. Udupa, George J. Grevera. 137
A Novel Personal Authentication System Using Palmprint Technology
David Zhang, Guangming Lu, Adams Wai-Kin Kong,
Michael Wong. 147
World Wide Wisdom Web (W4) and Autonomy Oriented Computing
(AOC): What, When, and How?
Jiming Liu. 157
Semantic Web Research Trends and Directions
Jennifer Golbeck, Bernardo Cuenca Grau,
Christian Halaschek- Wiener, Aditya Kalyanpur, Bijan Parsia,
Andrew Schain, Evren Sitin, James Hendler. 160
Contributory Papers
Clustering, Feature Selection and Learning
Feature Extraction for Nonlinear Classification
Anil Kumar Ghosh, Smarajit Bose. 170
Table of Contents XV
Anomaly Detection in a Multi-engine Aircraft
Dinkar Mylaraswamy. 176
Clustering Within Quantum Mechanical Framework
Guleser K. Demir. 182
Linear Penalization Support Vector Machines for Feature Selection
Jaime Miranda, Ricardo Montoya, Richard Weber. 188
Linear Regression for Dimensionality Reduction and Classification of
Multi Dimensional Data
Lalitha Rangarajan, P. Nagabhushan. 193
A New Approach for High-Dimensional Unsupervised Learning:
Applications to Image Restoration
Nizar Bouguila, Djernel Ziou. 200
Unsupervised Classification of Remote Sensing Data Using Graph
Cut-Based Initialization
Mayank Tyagi, Ankit K Mehra, Subhasis Chaudhuri,
Lorenzo Bruzzone. 206
Hybrid Hierarchical Learning from Dynamic Scenes
Prithwijit Gvha, Pradeep Vaghela, Pabitra Mitra, K.S. Venkatesh,
Amitabha Mukerjee. 212
Reference Extraction and Resolution for Legal Texts
Mercedes Martinez- Gonzalez, Pablo de la Fuente,
Ddmaso-Javier Vicente. 218
Classification
Effective Intrusion Type Identification with Edit Distance for
HMM-Based Anomaly Detection System
Ja-Min Koo, Sung-Bae Cho.----- 222
A Combined £Bm and PPCA Based Signal Model for On-Line
Recognition of PD Signal
Pradeep Kumar Shetty. 229
Handwritten Bangla Digit Recognition Using Classifier Combination
Through DS Technique
Subhadip Basu, Ram Sarkar, Nibaran Das, Mahantapas Kundu,
Mita Nasipuri, Dipak Kumar Basu. 236
XVI Table of Contents
Arrhythmia Classification. Using Local Holder Exponents and Support
Vector Machine
Aniruddha Joshi, Rajshekhar, Sharat Chandran, Sanjay Phadke,
V.K. Jayaraman, B.D. Kulkarni. 242
A Voltage Sag Pattern Classification Technique
Dilio E.B. Fernandes, Mdrio Fabiano Alvaes,
Pyramo Pires da Costa Jr. . 248
Face Recognition Using Topological Manifolds Learning
Coo Wenming, Lu Fei. 254
A Context-Sensitive Technique Based on Support Vector Machines for
Image Classification
Francesca Bovolo, Lorenzo Bruzzone . 260
Face Recognition Technique Using Symbolic PCA Method
P.S. Hiremath, C.J. Prabhakar. 266
A Hybrid Approach to Speaker Recognition in Multi-speaker
Environment
Jigish Trivedi, Anutosh Maitra, Suman K. Mitra. 272
Design of Hierarchical Classifier with Hybrid Architectures
M.N.S.S.K. Pavan Kumar, C. V. Jawahar. 276
Neural Networks and Applications
Human-Computer Interaction System with Artificial Neural Network
Using Motion Tracker and Data Glove
Cemil Oz, Ming C. Leu. 280
Recurrent Neural Approaches for Power Transformers Thermal Modeling
Michel Hell, Luiz Secco, Pyramo Costa Jr.,
Fernando Gornide. 287
Artificial Neural Network Engine: Parallel and Parameterized
Architecture Implemented in FPGA
MUene Barbosa Carvalho, Alexandre Marques Amaral,
Luiz Eduardo da Silva Ramos,
Carlos Augusto Paiva da Silva Martins, Petr Ekel . 294
Neuronal Clustering of Brain fMRI Images
Nicolas Lachiche, Jean Hommet, Jerzy Korczak,
Agnes Braud. 300
Table of Contents XVII
An Optimum RBF Network for Signal Detection in Non-Gaussian
Noise
D. G. Khairnar, S.N. Merchant, U.B. Desai. 306
A Holistic Classification System for Check Amounts Based on Neural
Networks with Rejection
M.J. Castro, W. Diaz, F.J. Ferri, J. Ruiz-Pinales, R. Jaime-Rivas,
F. Blot, S. Espana, P. Aibar, S. Grau, D. Griol. 310
A Novel 3D Face Recognition Algorithm Using Template Based
Registration Strategy and Artificial Neural Networks
Ben Niu, Simon Chi Keung Shiu, Sankar Kumar Pal. 315
Fuzzy Logic arid Applications
Recognition of Fault Signature Patterns Using Fuzzy Logic for
Prevention of Breakdowns in Steel Continuous Casting Process
Arya K. Bhattacharya, P.S. Srinivas, K. Chithra, S. V. Jatla,
Jadav Das. 318
Development of an Adaptive Fuzzy Logic Based Control Law for a
Mobile Robot with an Uncalibrated Camera System
T. Das, IN. Kar. 325
Fuzzy Logic Based Control of Voltage and Reactive Power in
Subtransmission System
Ana Paula M. Braga, Ricardo Carnevalli,
Petr Ekel, Marcelo Gontijo, Marcio Junges,
Bernadete Maria de Mendonga Neta, Reinaldo M. PaUiares. 332
Fuzzy-Symbolic Analysis for Classification of Symbolic Data
M.S. Dinesh, K.G. Gowda, P. Nagabhushan. 338
Handwritten Character Recognition Systems Using Image-Fusion and
Fuzzy Logic
Rupsa Chakraborty, Jaya Sil . 344
Classification of Remotely Sensed Images Using Neural-Network
Ensemble and Fuzzy Integration
G. Mallikarjun Reddy, B. Krishna Mohan. 350
Intelligent Learning Rules for Fuzzy Control of a Vibrating Screen
Claudio Ponce, Ernesto Ponce. 356
XVIII Table of Contents
Fuzzy Proximal Support Vector Classification Via Generalized
Eigenvalues
Jayadeva, Reshma Khemchandani, Suresh Chandra . 360
Segmentation of MR Images of the Human Brain Using Fuzzy Adaptive
Radial Basis Function Neural Network
J.K. Sing, D.K. Basu, M. Nasipuri, M. Kundu. 364
Optimization and Representation
Design of Two-Dimensional HR Filters Using an Improved DE
Algorithm
Swagatam Das, Debangshu Dey. 369
Systematically Evolving Configuration Parameters for Computational
Intelligence Methods
Jason M. Proctor, Rosina Weber. 376
A Split-Based Method for Polygonal Approximation of Shape Curves
R. Dinesh, Santhosh S. Damle, D.S. Guru. 382
Symbolic Data Structure for Postal Address Representation and
Address Validation Through Symbolic Knowledge Base
P. Nagabhushan, S.A. Angadi, B.S. Anami. 388
The Linear Factorial Smoothing for the Analysis of Incomplete Data
Basavanneppa Tallur.,. 395
An Improved Shape Descriptor Using Bezier Curves
Ferdous Ahmed Sohel, Gour G. Karmakar,
Laurence S. Dooley. 401
Isothetic Polygonal Approximations of a 2D Object on Generalized
Grid
Partha Bhowmick, Arindam Biswas, Bhargab B. Bhattacharya. 407
An Evolutionary SPDE Breeding-Based Hybrid Particle Swarm
Optimizer: Application in Coordination of Robot Ants for Camera
Coverage Area Optimization
Debraj De, Sonai Ray, Amit Konar, Amita Chatterjee. 413
An Improved Differential Evolution Scheme for Noisy Optimization
Problems
Swagatam Das, Amit Konar. 417
Table of Contents XIX
Image Processing and Analysis
Facial Asymmetry in Frequency Domain: The "Phase" Connection
Sinjini Mitra, Marios Sawrides, B. V.K. Vijaya Kumar. 422
An Efficient Image Distortion Correction Method for an X-ray Digital
Tomosynthesis System
J.Y. Kim. 428
Eigen Transformation Based Edge Detector for Gray Images
P. Nagabhushan, D.S. Guru, B.H. Shekar. 434
Signal Processing for Digital Image Enhancement Considering APL in
PDP ^
Soo-Wook Jang, Se-Jin Pyo, Eun-Su Kim] Sung-Hak Lee,
Kyu-Ik Sohng . 441
A Hybrid Approach to Digital Image Watermarking Using Singular
Value Decomposition and Spread Spectrum
Kunal Bhandari, Suman K. Mitra, Ashish Jadhav. 447
Image Enhancement by High-Order Gaussian Derivative Filters
Simulating Non-classical Receptive Fields in the Human Visual System
Kuntal Ghosh, Sandip Sarkar, Kamales Bhaumik. 453
A Chosen Plaintext Steganalysis of Hide4PGP V 2.0
Debasis Mazumdar, Soma Mitra, Sonali Dhali, Sarikar K. Pal. 459
Isolation of Lung Cancer from Inflammation
Md. Jahangir Alam, Sid Ray, Hiromitsu Hama. 465
Learning to Segment Document Images
K.S. Sesh Kumar, Anoop Namboodiii, C. V. Jawahar. 471
A Comparative Study of Different Texture Segmentation Techniques
Madasu Hanmandlu, Shilpa Agarwal, Anirban Das. 477
Run Length Based Steganography for Binary Images
Sos.S. Agaian, Ravindranath C. Cherukuri. 481
Video Processing and Computer Vision
An Edge-Based Moving Object Detection for Video Surveillance
M. Julius Hossain, Oksam Chae. 485
XX Table of Contents
An Information Hiding Framework for Lightweight Mobile Devices with
Digital Camera
Subhamoy Maitra, Tanmoy Kanti Das, Jianying Zhou. 491
Applications of the Discrete Hodge Helmholtz Decomposition to Image
and Video Processing
Biswaroop PaMt, Anup Basu, Mrinal K. Mandai. 497
A Novel CAM for the Luminance Levels in the Same Chromaticity
Viewing Conditions
Soo-Wook Jang, Eun-Su Kim, Sung-Hak Lee, Kyu-Ik Sohng. 503
Estimation of 2D Motion Trajectories from Video Object Planes and
Its Application in Hand Gesture Recognition
M.K. Bhuyan, D. Ghosh, P.K. Bora . 509
3D Facial Pose Tracking in Uncalibrated Videos
Gaurav Aggarwal, Ashok Veeraraghavan, Rama Chellappa. 515
Fusing Depth and Video Using Rao-Blackwellized Particle Filter
Amit Agrawal, Rama Chellappa. 521
Specifying Spatio Temporal Relations for Multimedia Ontologies
Karthik ThaUpamula, Santanu Ghaudhury, Hiranmay Ghosh. 527
Motion Estimation of Elastic Articulated Objects from Image Points
and Contours
Hailang Pan, Yuneai Liu, Lei Shi. 533
Parsing News Video Using Integrated Audio-Video Features
S. Kalyan Krishna, Raghav Subbarao, Santanu Ghaudhury,
Arun Kumar. 538
Image Retrieval and Data Mining
A Hybrid Data and Space Partitioning Technique for Similarity Queries
on Bounded Clusters
Piyush K. Bhunre, C.A. Murthy, Arijit Bishnu,
Bhargab B. Bhattacharya, Malay K. Kundu. 544
Image Retrieval by Content Using Segmentation Approach
Bhogeswar Borah, Dhruba K. Bhattacharyya. 551
A Wavelet Based Image Retrieval
Kalyani Mali, Rana Datba Gupta . 557
Table of Contents XXI
Use of Contourlets for Image Retrieval
Rajashekhar, Subhasis Chaudhuri. 563
Integration of Keyword and Feature Based Search for Image Retrieval
Applications
A. Vadivel, Shamik Surcd, A.K. Majumdar. 570
Finding Locally and Periodically Frequent Sets and Periodic Association
Rules
A. Kakoti Mahanta, F.A. Mazarbhuiya, E.K. Baruah . 576
An Efficient Hybrid Hierarchical Agglomerative Clustering (HHAC)
Technique for Partitioning Large Data Sets
P.A. Vijaya, M. Narasimha Murty, D.K. Subramanian. 583
Density-Based View Materialization
A. Das, D.K. Bhattacharyya. 589
On Simultaneous Selection of Prototypes and Features in Large Data
T. Ravindra Babu, M. Narasimha Murty, V.K.- Agrawal . 595
Knowledge Enhancement Through Ontology-Guided Text Mining
Muhammad Abulaish, Lipika Dey. 601
Bioinforinatics Application
A Novel Algorithm for Automatic Species Identification Using Principal
Component Analysis
Shreyas Sen, Seetharam Narasimhan, Amit Konar. 605
Analyzing the Effect of Prior Knowledge in Genetic Regulatory
Network Inference
Gustavo Bastos, Katia S. Guimaraes. 611
New Genetic Operators for Solving TSP: Application to Microarray
Gene Ordering
Shubhra Sankar Ray, Sanghamitra Bandyopadhyay,
Sankar K. Pal. 617
Genetic Algorithm for Double Digest Problem
S. Sur-Kolay, S. Banerjee, S. Muhhopadhyaya, C.A. Murthy . 623
Intelligent Data Recognition of DNA Sequences Using Statistical Models
Jitimon Keinduangjun, Punpiti Piamsa-nga, Yong Poovorawan. 630
XXII Ikble of Contents
Parallel Sequence Alignment: A Lookahead Approach
Prasanta K. Jana, Nikesh Kumar. 636
Evolutionary Clustering Algorithm with Knowledge-Based Evaluation
for Fuzzy Cluster Analysis of Gene Expression Profiles
Han-Saem Park, Sung-Bae Cho. 640
Biological Text Mining for Extraction of Proteins and Their
Interactions
Kiho Hong, Junhyung Park, Jihoon Yang, Sungyong Park. 645
DNA Gene Expression Classification with Ensemble Classifiers
Optimized by Speciated Genetic Algorithm
Kyung-Joong Kim, Sung-Bae Cho. 649
Web Intelligence and Genetic Algorithms
Multi-objective Optimization for Adaptive Web Site Generation
Prateek Jain, Pabitra Mitra. 654
Speeding Up Web Access Using Weighted Association Rules
Abhinav Srivastava, Abhijit Bhosale, Shamik Sural. 660
An Automatic Approach to Classify Web Documents Using a Domain
Ontology
MvrB.ee Song, Soo-Yeon Mm, Seong-Bae Park, Dong-Jin Kang,
Sang-Jo Lee. 666
Distribution Based Stemmer Refinement
B.L. Narayan, Sankar K. Pal . 672
Text Similarity Measurement Using Concept Representation of
Texts
Abhinay Pandya, Pushpak Bhattacharyya. 678
Incorporating Distance Domination in Multiobjective Evolutionary
Algorithm
Praveen K. THpathi, Sanghamitra Bandyopadhyay,
Sankar K. Pal. 684
I-EMO: An Interactive Evolutionary Multi-objective Optimization
Tool
Kalyanmoy Deb, Shamik Chaudhurh. 690
Table of Contents XXIII
Simultaneous Multiobjective Multiple Route Selection Using Genetic
Algorithm for Car Navigation
Basabi Chakraborty . 696
Rough Sets, Case-Based Reasoning and Knowledge
Discovery
Outliers in Rough k-Means Clustering
Georg Peters. 702
Divisible Rough Sets Based on Self-organizing Maps
Rocio Martinez-Ldpez, Miguel A. Sanz-Bobi. 708
•"i
Parallel Island Model for Attribute Reduction
Mohammad M. Rahman, Dominik S~l§zak, Jakub WroblewsU . 714
On-Line Elimination of Non-relevant Parts of Complex Objects in
Behavioral Pattern Identification
Jan G. Bazan, Andrzej Skowron. 720
Rough Contraction Through Partial Meets
Mohua Banerjee, Pankaj Singh. 726
Finding Interesting Rules Exploiting Rough Memberships
Lipika Dey, Amir Ahmad, Sachin Kumar. 732
Probability Measures for Prediction in Multi-table Infomation Systems
R.S. Milton, V. Uma Maheswari, Arul Siromoney. 738
Object Extraction in Gray-Scale Images by Optimizing Roughness
Measure of a Fuzzy Set
D. V. Janardhan Rao, Mohua Banerjee, Pabitra Mitra. 744
Approximation Spaces in Machine Learning and Pattern Recognition
Andrzej Skowron, Jarosiaw Stepaniuk, Roman Sudniarski . 750
A Rough Set-Based Magnetic Resonance Imaging Partial Volume
Detection System
Sebastian Widz, Kenneth Revett, Dominik £l§zak . 756
Eliciting Domain Knowledge in Handwritten Digit Recognition
Tuan Trung Nguyen. 762
Collaborative Rough Clustering
Sushmita Mitra, Haider Banka, Witold Pedrycz. 768
XXTV Table of Contents
Learning of General Cases
Silke Janichen, Petra Perner. 774
Learning Similarity Measure of Nominal Features in CBR Classifiers
Yan Li, Simon Chi-Keung Shiu, Sankar Kumar Pal,
James Nga-Kwok Liu. 780
Decision Tree Induction with CBR
B. Radhika Selvamani, Deepak Khemani. 786
Rough Set Feature Selection Methods for Case-Based Categorization of
Text Documents
Kalyan Moy Gupta, Philip G. Moore, David W. Aha,
Sankar K. Pal_. 792
An Efficient Parzen-Window Based Network Intrusion Detector Using
a Pattern Synthesis Technique
P. Viswanaih, M. Narasimha Murty, Satish Kambala. 799
Author Index. 805 |
| adam_txt |
Table of Contents
Keynote Papers
Data Clustering: A User's Dilemma
Anil K. Jain, Martin H.C. Law. 1
Pattern Recognition in Video
Rama Chellappa, Ashok Veeraraghavan, Gaurav Aggarwal. 11
Rough Sets in Perception-Based Computing
Andrzej Skowron. 21
Conversational Case-Based Reasoning
David W. Aha. 30
Computational Molecular Biology of Genome Expression and
Regulation
Michael Q. Zhang. 31
Human Activity Recognition
J.K. Aggarwal. 39
Invited Papers
A Novel T2-SVM for Partially Supervised Classification
Lorenzo Bruzzone, Mattia Marconcini. 40
SJKernel: A New Symmetry Measure
Vito Di Gesil, Bertrand Zavidovique. 50
Geometric Decision Rules for Instance-Based Learning Problems
Binay Bhattacharya, Kaustav Mukherjee,
Godfiied Toussaint. 60
Building Brains for Robots: A Psychodynamic Approach
Andrzej Buller . 70
Designing Smart Environments: A Paradigm Based on Learning and
Prediction
Sajal K. Das, Diane J. Cook. 80
XIV Table of Contents
Towards Generic Pattern Mining
Mohammed J. ZaM, Nilanjana De, Feng Gao, Nagender Parimi,
Benjarath Phoophakd.ee, Joe Urban Vineet Chaoji,
Mohammad Al Hasan, Saeed Salem. 91
Multi-aspect Data Analysis in Brain Informatics
Ning Zhong. 98
Small Object Detection and Tracking: Algorithm, Analysis and
Application
U.B. Desai, S.N. Merchant, Mukesh Zaveri, G. Ajishna,
Manoj Purohit, H.S. Phanish. 108
Illumination Invariant Face Alignment Using Multi-band Active
Appearance Model
Fatih Kahraman, MuhitUn Gokmen. 118
Globally Optimal 3D Image Reconstruction and Segmentation Via
Energy Minimisation Techniques
C. Lovell. 128
Go Digital, Go Fuzzy
Jayaram K. Udupa, George J. Grevera. 137
A Novel Personal Authentication System Using Palmprint Technology
David Zhang, Guangming Lu, Adams Wai-Kin Kong,
Michael Wong. 147
World Wide Wisdom Web (W4) and Autonomy Oriented Computing
(AOC): What, When, and How?
Jiming Liu. 157
Semantic Web Research Trends and Directions
Jennifer Golbeck, Bernardo Cuenca Grau,
Christian Halaschek- Wiener, Aditya Kalyanpur, Bijan Parsia,
Andrew Schain, Evren Sitin, James Hendler. 160
Contributory Papers
Clustering, Feature Selection and Learning
Feature Extraction for Nonlinear Classification
Anil Kumar Ghosh, Smarajit Bose. 170
Table of Contents XV
Anomaly Detection in a Multi-engine Aircraft
Dinkar Mylaraswamy. 176
Clustering Within Quantum Mechanical Framework
Guleser K. Demir. 182
Linear Penalization Support Vector Machines for Feature Selection
Jaime Miranda, Ricardo Montoya, Richard Weber. 188
Linear Regression for Dimensionality Reduction and Classification of
Multi Dimensional Data
Lalitha Rangarajan, P. Nagabhushan. 193
A New Approach for High-Dimensional Unsupervised Learning:
Applications to Image Restoration
Nizar Bouguila, Djernel Ziou. 200
Unsupervised Classification of Remote Sensing Data Using Graph
Cut-Based Initialization
Mayank Tyagi, Ankit K Mehra, Subhasis Chaudhuri,
Lorenzo Bruzzone. 206
Hybrid Hierarchical Learning from Dynamic Scenes
Prithwijit Gvha, Pradeep Vaghela, Pabitra Mitra, K.S. Venkatesh,
Amitabha Mukerjee. 212
Reference Extraction and Resolution for Legal Texts
Mercedes Martinez- Gonzalez, Pablo de la Fuente,
Ddmaso-Javier Vicente. 218
Classification
Effective Intrusion Type Identification with Edit Distance for
HMM-Based Anomaly Detection System
Ja-Min Koo, Sung-Bae Cho.----- 222
A Combined £Bm and PPCA Based Signal Model for On-Line
Recognition of PD Signal
Pradeep Kumar Shetty. 229
Handwritten Bangla Digit Recognition Using Classifier Combination
Through DS Technique
Subhadip Basu, Ram Sarkar, Nibaran Das, Mahantapas Kundu,
Mita Nasipuri, Dipak Kumar Basu. 236
XVI Table of Contents
Arrhythmia Classification. Using Local Holder Exponents and Support
Vector Machine
Aniruddha Joshi, Rajshekhar, Sharat Chandran, Sanjay Phadke,
V.K. Jayaraman, B.D. Kulkarni. 242
A Voltage Sag Pattern Classification Technique
Dilio E.B. Fernandes, Mdrio Fabiano Alvaes,
Pyramo Pires da Costa Jr. . 248
Face Recognition Using Topological Manifolds Learning
Coo Wenming, Lu Fei. 254
A Context-Sensitive Technique Based on Support Vector Machines for
Image Classification
Francesca Bovolo, Lorenzo Bruzzone . 260
Face Recognition Technique Using Symbolic PCA Method
P.S. Hiremath, C.J. Prabhakar. 266
A Hybrid Approach to Speaker Recognition in Multi-speaker
Environment
Jigish Trivedi, Anutosh Maitra, Suman K. Mitra. 272
Design of Hierarchical Classifier with Hybrid Architectures
M.N.S.S.K. Pavan Kumar, C. V. Jawahar. 276
Neural Networks and Applications
Human-Computer Interaction System with Artificial Neural Network
Using Motion Tracker and Data Glove
Cemil Oz, Ming C. Leu. 280
Recurrent Neural Approaches for Power Transformers Thermal Modeling
Michel Hell, Luiz Secco, Pyramo Costa Jr.,
Fernando Gornide. 287
Artificial Neural Network Engine: Parallel and Parameterized
Architecture Implemented in FPGA
MUene Barbosa Carvalho, Alexandre Marques Amaral,
Luiz Eduardo da Silva Ramos,
Carlos Augusto Paiva da Silva Martins, Petr Ekel . 294
Neuronal Clustering of Brain fMRI Images
Nicolas Lachiche, Jean Hommet, Jerzy Korczak,
Agnes Braud. 300
Table of Contents XVII
An Optimum RBF Network for Signal Detection in Non-Gaussian
Noise
D. G. Khairnar, S.N. Merchant, U.B. Desai. 306
A Holistic Classification System for Check Amounts Based on Neural
Networks with Rejection
M.J. Castro, W. Diaz, F.J. Ferri, J. Ruiz-Pinales, R. Jaime-Rivas,
F. Blot, S. Espana, P. Aibar, S. Grau, D. Griol. 310
A Novel 3D Face Recognition Algorithm Using Template Based
Registration Strategy and Artificial Neural Networks
Ben Niu, Simon Chi Keung Shiu, Sankar Kumar Pal. 315
Fuzzy Logic arid Applications
Recognition of Fault Signature Patterns Using Fuzzy Logic for
Prevention of Breakdowns in Steel Continuous Casting Process
Arya K. Bhattacharya, P.S. Srinivas, K. Chithra, S. V. Jatla,
Jadav Das. 318
Development of an Adaptive Fuzzy Logic Based Control Law for a
Mobile Robot with an Uncalibrated Camera System
T. Das, IN. Kar. 325
Fuzzy Logic Based Control of Voltage and Reactive Power in
Subtransmission System
Ana Paula M. Braga, Ricardo Carnevalli,
Petr Ekel, Marcelo Gontijo, Marcio Junges,
Bernadete Maria de Mendonga Neta, Reinaldo M. PaUiares. 332
Fuzzy-Symbolic Analysis for Classification of Symbolic Data
M.S. Dinesh, K.G. Gowda, P. Nagabhushan. 338
Handwritten Character Recognition Systems Using Image-Fusion and
Fuzzy Logic
Rupsa Chakraborty, Jaya Sil . 344
Classification of Remotely Sensed Images Using Neural-Network
Ensemble and Fuzzy Integration
G. Mallikarjun Reddy, B. Krishna Mohan. 350
Intelligent Learning Rules for Fuzzy Control of a Vibrating Screen
Claudio Ponce, Ernesto Ponce. 356
XVIII Table of Contents
Fuzzy Proximal Support Vector Classification Via Generalized
Eigenvalues
Jayadeva, Reshma Khemchandani, Suresh Chandra . 360
Segmentation of MR Images of the Human Brain Using Fuzzy Adaptive
Radial Basis Function Neural Network
J.K. Sing, D.K. Basu, M. Nasipuri, M. Kundu. 364
Optimization and Representation
Design of Two-Dimensional HR Filters Using an Improved DE
Algorithm
Swagatam Das, Debangshu Dey. 369
Systematically Evolving Configuration Parameters for Computational
Intelligence Methods
Jason M. Proctor, Rosina Weber. 376
A Split-Based Method for Polygonal Approximation of Shape Curves
R. Dinesh, Santhosh S. Damle, D.S. Guru. 382
Symbolic Data Structure for Postal Address Representation and
Address Validation Through Symbolic Knowledge Base
P. Nagabhushan, S.A. Angadi, B.S. Anami. 388
The Linear Factorial Smoothing for the Analysis of Incomplete Data
Basavanneppa Tallur.,. 395
An Improved Shape Descriptor Using Bezier Curves
Ferdous Ahmed Sohel, Gour G. Karmakar,
Laurence S. Dooley. 401
Isothetic Polygonal Approximations of a 2D Object on Generalized
Grid
Partha Bhowmick, Arindam Biswas, Bhargab B. Bhattacharya. 407
An Evolutionary SPDE Breeding-Based Hybrid Particle Swarm
Optimizer: Application in Coordination of Robot Ants for Camera
Coverage Area Optimization
Debraj De, Sonai Ray, Amit Konar, Amita Chatterjee. 413
An Improved Differential Evolution Scheme for Noisy Optimization
Problems
Swagatam Das, Amit Konar. 417
Table of Contents XIX
Image Processing and Analysis
Facial Asymmetry in Frequency Domain: The "Phase" Connection
Sinjini Mitra, Marios Sawrides, B. V.K. Vijaya Kumar. 422
An Efficient Image Distortion Correction Method for an X-ray Digital
Tomosynthesis System
J.Y. Kim. 428
Eigen Transformation Based Edge Detector for Gray Images
P. Nagabhushan, D.S. Guru, B.H. Shekar. 434
Signal Processing for Digital Image Enhancement Considering APL in
PDP ^
Soo-Wook Jang, Se-Jin Pyo, Eun-Su Kim] Sung-Hak Lee,
Kyu-Ik Sohng . 441
A Hybrid Approach to Digital Image Watermarking Using Singular
Value Decomposition and Spread Spectrum
Kunal Bhandari, Suman K. Mitra, Ashish Jadhav. 447
Image Enhancement by High-Order Gaussian Derivative Filters
Simulating Non-classical Receptive Fields in the Human Visual System
Kuntal Ghosh, Sandip Sarkar, Kamales Bhaumik. 453
A Chosen Plaintext Steganalysis of Hide4PGP V 2.0
Debasis Mazumdar, Soma Mitra, Sonali Dhali, Sarikar K. Pal. 459
Isolation of Lung Cancer from Inflammation
Md. Jahangir Alam, Sid Ray, Hiromitsu Hama. 465
Learning to Segment Document Images
K.S. Sesh Kumar, Anoop Namboodiii, C. V. Jawahar. 471
A Comparative Study of Different Texture Segmentation Techniques
Madasu Hanmandlu, Shilpa Agarwal, Anirban Das. 477
Run Length Based Steganography for Binary Images
Sos.S. Agaian, Ravindranath C. Cherukuri. 481
Video Processing and Computer Vision
An Edge-Based Moving Object Detection for Video Surveillance
M. Julius Hossain, Oksam Chae. 485
XX Table of Contents
An Information Hiding Framework for Lightweight Mobile Devices with
Digital Camera
Subhamoy Maitra, Tanmoy Kanti Das, Jianying Zhou. 491
Applications of the Discrete Hodge Helmholtz Decomposition to Image
and Video Processing
Biswaroop PaMt, Anup Basu, Mrinal K. Mandai. 497
A Novel CAM for the Luminance Levels in the Same Chromaticity
Viewing Conditions
Soo-Wook Jang, Eun-Su Kim, Sung-Hak Lee, Kyu-Ik Sohng. 503
Estimation of 2D Motion Trajectories from Video Object Planes and
Its Application in Hand Gesture Recognition
M.K. Bhuyan, D. Ghosh, P.K. Bora . 509
3D Facial Pose Tracking in Uncalibrated Videos
Gaurav Aggarwal, Ashok Veeraraghavan, Rama Chellappa. 515
Fusing Depth and Video Using Rao-Blackwellized Particle Filter
Amit Agrawal, Rama Chellappa. 521
Specifying Spatio Temporal Relations for Multimedia Ontologies
Karthik ThaUpamula, Santanu Ghaudhury, Hiranmay Ghosh. 527
Motion Estimation of Elastic Articulated Objects from Image Points
and Contours
Hailang Pan, Yuneai Liu, Lei Shi. 533
Parsing News Video Using Integrated Audio-Video Features
S. Kalyan Krishna, Raghav Subbarao, Santanu Ghaudhury,
Arun Kumar. 538
Image Retrieval and Data Mining
A Hybrid Data and Space Partitioning Technique for Similarity Queries
on Bounded Clusters
Piyush K. Bhunre, C.A. Murthy, Arijit Bishnu,
Bhargab B. Bhattacharya, Malay K. Kundu. 544
Image Retrieval by Content Using Segmentation Approach
Bhogeswar Borah, Dhruba K. Bhattacharyya. 551
A Wavelet Based Image Retrieval
Kalyani Mali, Rana Datba Gupta . 557
Table of Contents XXI
Use of Contourlets for Image Retrieval
Rajashekhar, Subhasis Chaudhuri. 563
Integration of Keyword and Feature Based Search for Image Retrieval
Applications
A. Vadivel, Shamik Surcd, A.K. Majumdar. 570
Finding Locally and Periodically Frequent Sets and Periodic Association
Rules
A. Kakoti Mahanta, F.A. Mazarbhuiya, E.K. Baruah . 576
An Efficient Hybrid Hierarchical Agglomerative Clustering (HHAC)
Technique for Partitioning Large Data Sets
P.A. Vijaya, M. Narasimha Murty, D.K. Subramanian. 583
Density-Based View Materialization
A. Das, D.K. Bhattacharyya. 589
On Simultaneous Selection of Prototypes and Features in Large Data
T. Ravindra Babu, M. Narasimha Murty, V.K.- Agrawal . 595
Knowledge Enhancement Through Ontology-Guided Text Mining
Muhammad Abulaish, Lipika Dey. 601
Bioinforinatics Application
A Novel Algorithm for Automatic Species Identification Using Principal
Component Analysis
Shreyas Sen, Seetharam Narasimhan, Amit Konar. 605
Analyzing the Effect of Prior Knowledge in Genetic Regulatory
Network Inference
Gustavo Bastos, Katia S. Guimaraes. 611
New Genetic Operators for Solving TSP: Application to Microarray
Gene Ordering
Shubhra Sankar Ray, Sanghamitra Bandyopadhyay,
Sankar K. Pal. 617
Genetic Algorithm for Double Digest Problem
S. Sur-Kolay, S. Banerjee, S. Muhhopadhyaya, C.A. Murthy . 623
Intelligent Data Recognition of DNA Sequences Using Statistical Models
Jitimon Keinduangjun, Punpiti Piamsa-nga, Yong Poovorawan. 630
XXII Ikble of Contents
Parallel Sequence Alignment: A Lookahead Approach
Prasanta K. Jana, Nikesh Kumar. 636
Evolutionary Clustering Algorithm with Knowledge-Based Evaluation
for Fuzzy Cluster Analysis of Gene Expression Profiles
Han-Saem Park, Sung-Bae Cho. 640
Biological Text Mining for Extraction of Proteins and Their
Interactions
Kiho Hong, Junhyung Park, Jihoon Yang, Sungyong Park. 645
DNA Gene Expression Classification with Ensemble Classifiers
Optimized by Speciated Genetic Algorithm
Kyung-Joong Kim, Sung-Bae Cho. 649
Web Intelligence and Genetic Algorithms
Multi-objective Optimization for Adaptive Web Site Generation
Prateek Jain, Pabitra Mitra. 654
Speeding Up Web Access Using Weighted Association Rules
Abhinav Srivastava, Abhijit Bhosale, Shamik Sural. 660
An Automatic Approach to Classify Web Documents Using a Domain
Ontology
MvrB.ee Song, Soo-Yeon Mm, Seong-Bae Park, Dong-Jin Kang,
Sang-Jo Lee. 666
Distribution Based Stemmer Refinement
B.L. Narayan, Sankar K. Pal . 672
Text Similarity Measurement Using Concept Representation of
Texts
Abhinay Pandya, Pushpak Bhattacharyya. 678
Incorporating Distance Domination in Multiobjective Evolutionary
Algorithm
Praveen K. THpathi, Sanghamitra Bandyopadhyay,
Sankar K. Pal. 684
I-EMO: An Interactive Evolutionary Multi-objective Optimization
Tool
Kalyanmoy Deb, Shamik Chaudhurh. 690
Table of Contents XXIII
Simultaneous Multiobjective Multiple Route Selection Using Genetic
Algorithm for Car Navigation
Basabi Chakraborty . 696
Rough Sets, Case-Based Reasoning and Knowledge
Discovery
Outliers in Rough k-Means Clustering
Georg Peters. 702
Divisible Rough Sets Based on Self-organizing Maps
Rocio Martinez-Ldpez, Miguel A. Sanz-Bobi. 708
•"i
Parallel Island Model for Attribute Reduction
Mohammad M. Rahman, Dominik S~l§zak, Jakub WroblewsU . 714
On-Line Elimination of Non-relevant Parts of Complex Objects in
Behavioral Pattern Identification
Jan G. Bazan, Andrzej Skowron. 720
Rough Contraction Through Partial Meets
Mohua Banerjee, Pankaj Singh. 726
Finding Interesting Rules Exploiting Rough Memberships
Lipika Dey, Amir Ahmad, Sachin Kumar. 732
Probability Measures for Prediction in Multi-table Infomation Systems
R.S. Milton, V. Uma Maheswari, Arul Siromoney. 738
Object Extraction in Gray-Scale Images by Optimizing Roughness
Measure of a Fuzzy Set
D. V. Janardhan Rao, Mohua Banerjee, Pabitra Mitra. 744
Approximation Spaces in Machine Learning and Pattern Recognition
Andrzej Skowron, Jarosiaw Stepaniuk, Roman Sudniarski . 750
A Rough Set-Based Magnetic Resonance Imaging Partial Volume
Detection System
Sebastian Widz, Kenneth Revett, Dominik £l§zak . 756
Eliciting Domain Knowledge in Handwritten Digit Recognition
Tuan Trung Nguyen. 762
Collaborative Rough Clustering
Sushmita Mitra, Haider Banka, Witold Pedrycz. 768
XXTV Table of Contents
Learning of General Cases
Silke Janichen, Petra Perner. 774
Learning Similarity Measure of Nominal Features in CBR Classifiers
Yan Li, Simon Chi-Keung Shiu, Sankar Kumar Pal,
James Nga-Kwok Liu. 780
Decision Tree Induction with CBR
B. Radhika Selvamani, Deepak Khemani. 786
Rough Set Feature Selection Methods for Case-Based Categorization of
Text Documents
Kalyan Moy Gupta, Philip G. Moore, David W. Aha,
Sankar K. Pal_. 792
An Efficient Parzen-Window Based Network Intrusion Detector Using
a Pattern Synthesis Technique
P. Viswanaih, M. Narasimha Murty, Satish Kambala. 799
Author Index. 805 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author_GND | (DE-588)121101622 |
| building | Verbundindex |
| bvnumber | BV021274058 |
| classification_rvk | ST 330 |
| classification_tum | DAT 708f DAT 770f BIO 110f |
| ctrlnum | (OCoLC)255371694 (DE-599)BVBBV021274058 |
| discipline | Biologie Informatik |
| discipline_str_mv | Biologie Informatik |
| format | Conference Proceeding Book |
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| illustrated | Illustrated |
| index_date | 2024-07-02T13:45:24Z |
| indexdate | 2025-01-10T15:08:16Z |
| institution | BVB |
| institution_GND | (DE-588)10123010-2 |
| isbn | 9783540305064 3540305068 |
| language | English |
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| series | Lecture Notes in Computer Science |
| series2 | Lecture Notes in Computer Science |
| spelling | Pattern recognition and machine intelligence first International Conference, PReMI 2005, Kolkata, India, December 20 - 22, 2005 ; proceedings Sankar K. Pal ... (eds.) Berlin [u.a.] Springer 2005 XXIV, 808 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture Notes in Computer Science 3776 Soft Computing (DE-588)4455833-8 gnd rswk-swf Automatische Klassifikation (DE-588)4120957-6 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Bioinformatik (DE-588)4611085-9 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2005 Kalkutta gnd-content Mustererkennung (DE-588)4040936-3 s DE-604 Maschinelles Lernen (DE-588)4193754-5 s Automatische Klassifikation (DE-588)4120957-6 s Soft Computing (DE-588)4455833-8 s Bioinformatik (DE-588)4611085-9 s Pal, Sankar K. 1950- Sonstige (DE-588)121101622 oth PReMI 1 2005 Kalkutta Sonstige (DE-588)10123010-2 oth Lecture Notes in Computer Science 3776 (DE-604)BV000000607 3776 Digitalisierung UBPassau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014595138&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Pattern recognition and machine intelligence first International Conference, PReMI 2005, Kolkata, India, December 20 - 22, 2005 ; proceedings Lecture Notes in Computer Science Soft Computing (DE-588)4455833-8 gnd Automatische Klassifikation (DE-588)4120957-6 gnd Mustererkennung (DE-588)4040936-3 gnd Bioinformatik (DE-588)4611085-9 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4455833-8 (DE-588)4120957-6 (DE-588)4040936-3 (DE-588)4611085-9 (DE-588)4193754-5 (DE-588)1071861417 |
| title | Pattern recognition and machine intelligence first International Conference, PReMI 2005, Kolkata, India, December 20 - 22, 2005 ; proceedings |
| title_auth | Pattern recognition and machine intelligence first International Conference, PReMI 2005, Kolkata, India, December 20 - 22, 2005 ; proceedings |
| title_exact_search | Pattern recognition and machine intelligence first International Conference, PReMI 2005, Kolkata, India, December 20 - 22, 2005 ; proceedings |
| title_exact_search_txtP | Pattern recognition and machine intelligence first International Conference, PReMI 2005, Kolkata, India, December 20 - 22, 2005 ; proceedings |
| title_full | Pattern recognition and machine intelligence first International Conference, PReMI 2005, Kolkata, India, December 20 - 22, 2005 ; proceedings Sankar K. Pal ... (eds.) |
| title_fullStr | Pattern recognition and machine intelligence first International Conference, PReMI 2005, Kolkata, India, December 20 - 22, 2005 ; proceedings Sankar K. Pal ... (eds.) |
| title_full_unstemmed | Pattern recognition and machine intelligence first International Conference, PReMI 2005, Kolkata, India, December 20 - 22, 2005 ; proceedings Sankar K. Pal ... (eds.) |
| title_short | Pattern recognition and machine intelligence |
| title_sort | pattern recognition and machine intelligence first international conference premi 2005 kolkata india december 20 22 2005 proceedings |
| title_sub | first International Conference, PReMI 2005, Kolkata, India, December 20 - 22, 2005 ; proceedings |
| topic | Soft Computing (DE-588)4455833-8 gnd Automatische Klassifikation (DE-588)4120957-6 gnd Mustererkennung (DE-588)4040936-3 gnd Bioinformatik (DE-588)4611085-9 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Soft Computing Automatische Klassifikation Mustererkennung Bioinformatik Maschinelles Lernen Konferenzschrift 2005 Kalkutta |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014595138&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT palsankark patternrecognitionandmachineintelligencefirstinternationalconferencepremi2005kolkataindiadecember20222005proceedings AT premikalkutta patternrecognitionandmachineintelligencefirstinternationalconferencepremi2005kolkataindiadecember20222005proceedings |