Ebook: Proceedings of the International Conference on Soft Computing for Problem Solving (SocProS 2011) December 20-22, 2011: Volume 2

The objective is to provide the latest developments in the area of soft computing. These are the cutting edge technologies that have immense application in various fields. All the papers will undergo the peer review process to maintain the quality of work.

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The present book is based on the research papers presented in the International Conference on Soft Computing for Problem Solving (SocProS 2011), held at Roorkee, India. This book is divided into two volumes and covers a variety of topics, including mathematical modeling, image processing, optimization, swarm intelligence, evolutionary algorithms, fuzzy logic, neural networks, forecasting, data mining etc. Particular emphasis is laid on Soft Computing and its application to diverse fields. The prime objective of the book is to familiarize the reader with the latest scientific developments that are taking place in various fields and the latest sophisticated problem solving tools that are being developed to deal with the complex and intricate problems that are otherwise difficult to solve by the usual and traditional methods. The book is directed to the researchers and scientists engaged in various fields of Science and Technology.

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The present book is based on the research papers presented in the International Conference on Soft Computing for Problem Solving (SocProS 2011), held at Roorkee, India. This book is divided into two volumes and covers a variety of topics, including mathematical modeling, image processing, optimization, swarm intelligence, evolutionary algorithms, fuzzy logic, neural networks, forecasting, data mining etc. Particular emphasis is laid on Soft Computing and its application to diverse fields. The prime objective of the book is to familiarize the reader with the latest scientific developments that are taking place in various fields and the latest sophisticated problem solving tools that are being developed to deal with the complex and intricate problems that are otherwise difficult to solve by the usual and traditional methods. The book is directed to the researchers and scientists engaged in various fields of Science and Technology.
Content:
Front Matter....Pages 1-14
Biogeography and Plate Tectonics Based Optimization for Water Body Extraction in Satellite Images....Pages 1-13
Analysis and Pattern Deduction on Linguistic, Numeric Based Mean and Fuzzy Association Rule Algorithm on Any Geo-referenced Crime Point Data Integrated with Google Map....Pages 15-27
Efficient Detection and Counting of Moving Vehicles with Region-Level Analysis of Video Frames....Pages 29-40
Multi-agent Self-organizing Scheme for Chemical Patent Datamining....Pages 41-51
A Map Legend Understanding System....Pages 53-62
Determining Most Visited Locations Based on Temporal Grouping of GPS Data....Pages 63-72
Femtocells and Their Integration with IMS....Pages 73-81
Efficient Medical Image Retrieval for Telemedical Applications....Pages 83-92
Introducing Guard-Window with Mid-Point Filter for Comparative Analysis of Image Restoration Algorithms....Pages 93-99
Simulation Modeling of Integrated Supply Chain Logistics Networks....Pages 101-111
Minutiae from Bit-Plane Sliced Thermal Images for Human Face Recognition....Pages 113-124
Secure and Imperceptible Intelligence Message Sharing Scheme....Pages 125-132
Intuitionistic Gustafson-Kessel Algorithm for Segmentation of MRI Brian Image....Pages 133-144
An Efficient Pose Invariant Face Recognition System....Pages 145-152
Automated Detection of Fully and Partially Riped Mango by Machine Vision....Pages 153-164
Wavelet-ANN Model for Flood Events....Pages 165-175
Health Diagnosis of Industrial Equipments through Used Lubricant Analysis Process: A Rule Based Inference Approach....Pages 177-188
Generating Cancelable Fingerprint Using Drawing Code....Pages 189-195
Innovative Framework for Data Structure Using Design Pattern....Pages 197-204
Design of 2-Level Clustering Framework for Time Series Data Sets....Pages 205-212
Implementation of Hopfield Associative Memory with Evolutionary Algorithm and MC-Adaptation Rule for Pattern Storage....Pages 213-227
Video Segmentation Using Neural Network and Distributed Genetic Algorithm....Pages 229-237
A High Performance Copy-Move Image Forgery Detection Scheme on GPU....Pages 239-246
Simulation of Gas Turbine Combustion Chamber for CO2 Emission Minimization....Pages 247-258
Predicting Antioxidant Capacity of Whey Protein Hydrolysates Using Soft Computing Models....Pages 259-265
Automatic Facial Expression Recognition in an Image Sequence of Non-Manual Indian Sign Language Using Support Vector Machine....Pages 267-275
Modeling an Agile Supply Chain: Research Challenges and Future Directions....Pages 277-285
Efficient Prediction of Stock Market Indices Using Adaptive Neural Network....Pages 287-294
Optimal Clustering Method Based on Genetic Algorithm....Pages 295-303
Detecting Metamorphic Virus Using Hidden Markov Model and Genetic Algorithm....Pages 305-315
A Brief Review on Modeling Approaches of Friction Dampers Used in Turbomachinery....Pages 317-329
Electromagnetic Interference Shielding Design Using Real-Coded Genetic Algorithm and Reliability Evaluation in X-Band....Pages 331-342
Modeling and Simulation of Rail Wheelset on Irregular Tangent Track for Stability Analysis....Pages 343-353
Mathematical Modeling and Computer Simulation of a Combined Cycle Power Plant....Pages 355-364
Quantum Mechanical Analytical Drain Current Modeling and Simulation for Double Gate FinFET Device Using Quasi Fermi Potential Approach....Pages 365-375
Multiview Gait Recognition Based on Silhouettes Generated after Shadow Detection and Removal Using Photometric Properties Method....Pages 377-389
Indexing Scheme for Iris Using Discrete Cosine and Discrete Wavelet Transform....Pages 391-399
Securing Images Using Inversion and Shifting....Pages 401-412
Incorporating Fuzzy Clusters in Semi-supervised Text Categorization Using Enhanced KNN Algorithm....Pages 413-423
Designing of Quad Copter for Surveillance and Hydrological Data Collection: Maximizing Target Acquisition....Pages 425-436
Dynamic Modeling and Control of Off-Road Truck Using Bondgraphs....Pages 437-450
Dynamic Modeling for Strategic Planning of a Small Foundry Using System Dynamics....Pages 451-461
Hand Held Mobile Video Stabilization Using Differential Motion Estimation....Pages 463-472
Automatic Pornographic Detection in Web Pages Based on Images and Text Data Using Support Vector Machine....Pages 473-483
A Comparison of ANFIS and ANN for the Prediction of Peak Ground Acceleration in Indian Himalayan Region....Pages 485-495
An Inventory Model for Non-instantaneous Deteriorating Items Using Non-linear Stock Dependent Demand under Permissible Delay in Payments with Shortages....Pages 497-513
Methods for Estimation of Uncertainties in Geothermobarometry....Pages 515-526
Discovering Rare Association Rules Using Probability Apriori in Grid Environments....Pages 527-539
Topological Frequency Utility Mining Model....Pages 541-546
A Fragile Watermarking Scheme Exploiting Neural Tree for Image Tamper Detection....Pages 547-554
Differential Drive Signal Generation for Wheel-Based Snake Robot Executing Lateral Undulation....Pages 555-568
An Efficient Fingerprint-Based Remote User Authentication Protocol Using Mobile Devices....Pages 569-578
Adaptive Content Sequencing for e-Learning Courses Using Ant Colony Optimization....Pages 579-590
ECG Arrhythmia Classification Using Spearman Rank Correlation and Support Vector Machine....Pages 591-598
An Optimized Tuning of Genetic Algorithm Parameters in Compiler Flag Selection Based on Compilation and Execution Duration....Pages 599-610
Label Sequence Learning Based Protein Secondary Structure Prediction Using Hydrophobicity Scales....Pages 611-622
EEG Signal Classification Using Empirical Mode Decomposition and Support Vector Machine....Pages 623-635
Real Dual Tree Based Feature Variance for Face Recognition....Pages 637-647
Modeling and Simulation of Thoracic Region of Spine....Pages 649-657
A New Adaptive Thresholding in SVD for Efficient Image De-noising....Pages 659-670
Intelligent Detection of Major Network Attacks Using Feature Selection Methods....Pages 671-679
Framework for Performance Comparison of Classifiers....Pages 681-689
Data Clustering: Integrating Different Distance Measures with Modified k-Means Algorithm....Pages 691-700
Image and Text Compression Using Dynamic Huffman and RLE Coding....Pages 701-708
Design of Constrained Preview Controller for 2DOF Helicopter....Pages 709-719
Facial Action Point Based Emotion Recognition by Principal Component Analysis....Pages 721-733
An Efficient Software Watermark by Equation Reordering and FDOS....Pages 735-745
Production Scheduling for Damageable Items with Demand and Cost Flexibility Using Genetic Algorithm....Pages 747-759
Artificial Neural Network Modeling of Cutting Force in Turning of Ti-6Al-4V Alloy and Its Comparison with Response Surface Methodology....Pages 761-768
Extraction of Facial Features Using Higher Order Moments in Curvelet Transform and Recognition Using Generalized Mean Neural Networks....Pages 769-780
Cell Processor Based LDPC Encoder/Decoder for WiMAX Applications....Pages 781-790
A Visual Based Page Segmentation for Deep Web Data Extraction....Pages 791-804
Divergence: A Challenge in Example Based Machine Translation....Pages 805-812
A Novel Feature Subset Selection Algorithm Using Artificial Bee Colony in Keystroke Dynamics....Pages 813-820
Multi-class Classification Using an Improved Multiobjective Simultaneous Learning Framework....Pages 821-831
An Enhanced Approach for Weather Forecasting Using Neural Network....Pages 833-839
RFId in Supply Chain Management: Is the Game Worth the Candle?....Pages 841-853
Top and Bottom Gate Polymeric Thin Film Transistor Analysis through Two Dimensional Numerical Device Simulation....Pages 855-864
Controller Design of Active Suspension System with Terrain Preview Using Evolutionary Multi-objective Algorithms....Pages 865-876
Route-Discovery Optimization in LAR: A Review....Pages 877-884
GLobal Alignment Tool (GLAT) – A Proposed Protein Alignment Algorithm....Pages 885-890
Segmentation of CT Lung Images Based on 2D Otsu Optimized by Differential Evolution....Pages 891-902
A Robust Thinning Algorithm for Straightening of Curved Text Line....Pages 903-910
A Genetic Algorithm Based Technique for Efficient Scheduling of Tasks on Multiprocessor System....Pages 911-919
Evolution from Water-Oil Ratio to Tree Based Classifier - A Novel Methodology for Effective Diagnosis of Water Production Mechanism in Oil Wells....Pages 921-930
GA Based Scheduling of FMS Using Roulette Wheel Selection Process....Pages 931-940
Mammogram Image Analysis: Bio-inspired Computational Approach....Pages 941-955
Improving the Efficiency of Document Clustering and Labeling Using Modified FPF Algorithm....Pages 957-966
Analysis of Text Cluster Visualization in Emergent Self Organizing Maps Using Unigrams and Its Variations after Introducing Bigrams....Pages 967-978
Differential Evolution Approach to Promotional Effort Allocation in Segmented Market for Multi-period Promotion Strategies in a Planning Horizon Incorporating Repeat Purchase....Pages 979-991
A Computational Method of Forecasting Based on Intuitionistic Fuzzy Sets and Fuzzy Time Series....Pages 993-1000
Amalgamate: An Integrated Communication Center for Android....Pages 1001-1010
Timely Prediction of Tsunami Using under Sea Earthquake Signals....Pages 1011-1018
Liouville-Green Transform Method for Linear Singular Perturbation Boundary Value Problems....Pages 1019-1026
Software Reliability Growth Model (SRGM) with Imperfect Debugging, Fault Reduction Factor and Multiple Change-Point....Pages 1027-1037
Retrial Queue with Threshold Recovery, Geometric Arrivals and Finite Capacity....Pages 1039-1048
Kinematic Analysis of In-Vivo Robot for Stomach Biopsy....Pages 1049-1056
Back Matter....Pages 0--1

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The present book is based on the research papers presented in the International Conference on Soft Computing for Problem Solving (SocProS 2011), held at Roorkee, India. This book is divided into two volumes and covers a variety of topics, including mathematical modeling, image processing, optimization, swarm intelligence, evolutionary algorithms, fuzzy logic, neural networks, forecasting, data mining etc. Particular emphasis is laid on Soft Computing and its application to diverse fields. The prime objective of the book is to familiarize the reader with the latest scientific developments that are taking place in various fields and the latest sophisticated problem solving tools that are being developed to deal with the complex and intricate problems that are otherwise difficult to solve by the usual and traditional methods. The book is directed to the researchers and scientists engaged in various fields of Science and Technology.
Content:
Front Matter....Pages 1-14
Biogeography and Plate Tectonics Based Optimization for Water Body Extraction in Satellite Images....Pages 1-13
Analysis and Pattern Deduction on Linguistic, Numeric Based Mean and Fuzzy Association Rule Algorithm on Any Geo-referenced Crime Point Data Integrated with Google Map....Pages 15-27
Efficient Detection and Counting of Moving Vehicles with Region-Level Analysis of Video Frames....Pages 29-40
Multi-agent Self-organizing Scheme for Chemical Patent Datamining....Pages 41-51
A Map Legend Understanding System....Pages 53-62
Determining Most Visited Locations Based on Temporal Grouping of GPS Data....Pages 63-72
Femtocells and Their Integration with IMS....Pages 73-81
Efficient Medical Image Retrieval for Telemedical Applications....Pages 83-92
Introducing Guard-Window with Mid-Point Filter for Comparative Analysis of Image Restoration Algorithms....Pages 93-99
Simulation Modeling of Integrated Supply Chain Logistics Networks....Pages 101-111
Minutiae from Bit-Plane Sliced Thermal Images for Human Face Recognition....Pages 113-124
Secure and Imperceptible Intelligence Message Sharing Scheme....Pages 125-132
Intuitionistic Gustafson-Kessel Algorithm for Segmentation of MRI Brian Image....Pages 133-144
An Efficient Pose Invariant Face Recognition System....Pages 145-152
Automated Detection of Fully and Partially Riped Mango by Machine Vision....Pages 153-164
Wavelet-ANN Model for Flood Events....Pages 165-175
Health Diagnosis of Industrial Equipments through Used Lubricant Analysis Process: A Rule Based Inference Approach....Pages 177-188
Generating Cancelable Fingerprint Using Drawing Code....Pages 189-195
Innovative Framework for Data Structure Using Design Pattern....Pages 197-204
Design of 2-Level Clustering Framework for Time Series Data Sets....Pages 205-212
Implementation of Hopfield Associative Memory with Evolutionary Algorithm and MC-Adaptation Rule for Pattern Storage....Pages 213-227
Video Segmentation Using Neural Network and Distributed Genetic Algorithm....Pages 229-237
A High Performance Copy-Move Image Forgery Detection Scheme on GPU....Pages 239-246
Simulation of Gas Turbine Combustion Chamber for CO2 Emission Minimization....Pages 247-258
Predicting Antioxidant Capacity of Whey Protein Hydrolysates Using Soft Computing Models....Pages 259-265
Automatic Facial Expression Recognition in an Image Sequence of Non-Manual Indian Sign Language Using Support Vector Machine....Pages 267-275
Modeling an Agile Supply Chain: Research Challenges and Future Directions....Pages 277-285
Efficient Prediction of Stock Market Indices Using Adaptive Neural Network....Pages 287-294
Optimal Clustering Method Based on Genetic Algorithm....Pages 295-303
Detecting Metamorphic Virus Using Hidden Markov Model and Genetic Algorithm....Pages 305-315
A Brief Review on Modeling Approaches of Friction Dampers Used in Turbomachinery....Pages 317-329
Electromagnetic Interference Shielding Design Using Real-Coded Genetic Algorithm and Reliability Evaluation in X-Band....Pages 331-342
Modeling and Simulation of Rail Wheelset on Irregular Tangent Track for Stability Analysis....Pages 343-353
Mathematical Modeling and Computer Simulation of a Combined Cycle Power Plant....Pages 355-364
Quantum Mechanical Analytical Drain Current Modeling and Simulation for Double Gate FinFET Device Using Quasi Fermi Potential Approach....Pages 365-375
Multiview Gait Recognition Based on Silhouettes Generated after Shadow Detection and Removal Using Photometric Properties Method....Pages 377-389
Indexing Scheme for Iris Using Discrete Cosine and Discrete Wavelet Transform....Pages 391-399
Securing Images Using Inversion and Shifting....Pages 401-412
Incorporating Fuzzy Clusters in Semi-supervised Text Categorization Using Enhanced KNN Algorithm....Pages 413-423
Designing of Quad Copter for Surveillance and Hydrological Data Collection: Maximizing Target Acquisition....Pages 425-436
Dynamic Modeling and Control of Off-Road Truck Using Bondgraphs....Pages 437-450
Dynamic Modeling for Strategic Planning of a Small Foundry Using System Dynamics....Pages 451-461
Hand Held Mobile Video Stabilization Using Differential Motion Estimation....Pages 463-472
Automatic Pornographic Detection in Web Pages Based on Images and Text Data Using Support Vector Machine....Pages 473-483
A Comparison of ANFIS and ANN for the Prediction of Peak Ground Acceleration in Indian Himalayan Region....Pages 485-495
An Inventory Model for Non-instantaneous Deteriorating Items Using Non-linear Stock Dependent Demand under Permissible Delay in Payments with Shortages....Pages 497-513
Methods for Estimation of Uncertainties in Geothermobarometry....Pages 515-526
Discovering Rare Association Rules Using Probability Apriori in Grid Environments....Pages 527-539
Topological Frequency Utility Mining Model....Pages 541-546
A Fragile Watermarking Scheme Exploiting Neural Tree for Image Tamper Detection....Pages 547-554
Differential Drive Signal Generation for Wheel-Based Snake Robot Executing Lateral Undulation....Pages 555-568
An Efficient Fingerprint-Based Remote User Authentication Protocol Using Mobile Devices....Pages 569-578
Adaptive Content Sequencing for e-Learning Courses Using Ant Colony Optimization....Pages 579-590
ECG Arrhythmia Classification Using Spearman Rank Correlation and Support Vector Machine....Pages 591-598
An Optimized Tuning of Genetic Algorithm Parameters in Compiler Flag Selection Based on Compilation and Execution Duration....Pages 599-610
Label Sequence Learning Based Protein Secondary Structure Prediction Using Hydrophobicity Scales....Pages 611-622
EEG Signal Classification Using Empirical Mode Decomposition and Support Vector Machine....Pages 623-635
Real Dual Tree Based Feature Variance for Face Recognition....Pages 637-647
Modeling and Simulation of Thoracic Region of Spine....Pages 649-657
A New Adaptive Thresholding in SVD for Efficient Image De-noising....Pages 659-670
Intelligent Detection of Major Network Attacks Using Feature Selection Methods....Pages 671-679
Framework for Performance Comparison of Classifiers....Pages 681-689
Data Clustering: Integrating Different Distance Measures with Modified k-Means Algorithm....Pages 691-700
Image and Text Compression Using Dynamic Huffman and RLE Coding....Pages 701-708
Design of Constrained Preview Controller for 2DOF Helicopter....Pages 709-719
Facial Action Point Based Emotion Recognition by Principal Component Analysis....Pages 721-733
An Efficient Software Watermark by Equation Reordering and FDOS....Pages 735-745
Production Scheduling for Damageable Items with Demand and Cost Flexibility Using Genetic Algorithm....Pages 747-759
Artificial Neural Network Modeling of Cutting Force in Turning of Ti-6Al-4V Alloy and Its Comparison with Response Surface Methodology....Pages 761-768
Extraction of Facial Features Using Higher Order Moments in Curvelet Transform and Recognition Using Generalized Mean Neural Networks....Pages 769-780
Cell Processor Based LDPC Encoder/Decoder for WiMAX Applications....Pages 781-790
A Visual Based Page Segmentation for Deep Web Data Extraction....Pages 791-804
Divergence: A Challenge in Example Based Machine Translation....Pages 805-812
A Novel Feature Subset Selection Algorithm Using Artificial Bee Colony in Keystroke Dynamics....Pages 813-820
Multi-class Classification Using an Improved Multiobjective Simultaneous Learning Framework....Pages 821-831
An Enhanced Approach for Weather Forecasting Using Neural Network....Pages 833-839
RFId in Supply Chain Management: Is the Game Worth the Candle?....Pages 841-853
Top and Bottom Gate Polymeric Thin Film Transistor Analysis through Two Dimensional Numerical Device Simulation....Pages 855-864
Controller Design of Active Suspension System with Terrain Preview Using Evolutionary Multi-objective Algorithms....Pages 865-876
Route-Discovery Optimization in LAR: A Review....Pages 877-884
GLobal Alignment Tool (GLAT) – A Proposed Protein Alignment Algorithm....Pages 885-890
Segmentation of CT Lung Images Based on 2D Otsu Optimized by Differential Evolution....Pages 891-902
A Robust Thinning Algorithm for Straightening of Curved Text Line....Pages 903-910
A Genetic Algorithm Based Technique for Efficient Scheduling of Tasks on Multiprocessor System....Pages 911-919
Evolution from Water-Oil Ratio to Tree Based Classifier - A Novel Methodology for Effective Diagnosis of Water Production Mechanism in Oil Wells....Pages 921-930
GA Based Scheduling of FMS Using Roulette Wheel Selection Process....Pages 931-940
Mammogram Image Analysis: Bio-inspired Computational Approach....Pages 941-955
Improving the Efficiency of Document Clustering and Labeling Using Modified FPF Algorithm....Pages 957-966
Analysis of Text Cluster Visualization in Emergent Self Organizing Maps Using Unigrams and Its Variations after Introducing Bigrams....Pages 967-978
Differential Evolution Approach to Promotional Effort Allocation in Segmented Market for Multi-period Promotion Strategies in a Planning Horizon Incorporating Repeat Purchase....Pages 979-991
A Computational Method of Forecasting Based on Intuitionistic Fuzzy Sets and Fuzzy Time Series....Pages 993-1000
Amalgamate: An Integrated Communication Center for Android....Pages 1001-1010
Timely Prediction of Tsunami Using under Sea Earthquake Signals....Pages 1011-1018
Liouville-Green Transform Method for Linear Singular Perturbation Boundary Value Problems....Pages 1019-1026
Software Reliability Growth Model (SRGM) with Imperfect Debugging, Fault Reduction Factor and Multiple Change-Point....Pages 1027-1037
Retrial Queue with Threshold Recovery, Geometric Arrivals and Finite Capacity....Pages 1039-1048
Kinematic Analysis of In-Vivo Robot for Stomach Biopsy....Pages 1049-1056
Back Matter....Pages 0--1
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