Ebook: Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012): Volume 1

The book is a collection of high quality peer reviewed research papers presented in Seventh International Conference on Bio-Inspired Computing (BIC-TA 2012) held at ABV-IIITM Gwalior, India. These research papers provide the latest developments in the broad area of "Computational Intelligence". The book discusses wide variety of industrial, engineering and scientific applications of nature/bio-inspired computing and presents invited papers from the inventors/originators of novel computational techniques.

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The book is a collection of high quality peer reviewed research papers presented in Seventh International Conference on Bio-Inspired Computing (BIC-TA 2012) held at ABV-IIITM Gwalior, India. These research papers provide the latest developments in the broad area of "Computational Intelligence". The book discusses wide variety of industrial, engineering and scientific applications of nature/bio-inspired computing and presents invited papers from the inventors/originators of novel computational techniques.

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The book is a collection of high quality peer reviewed research papers presented in Seventh International Conference on Bio-Inspired Computing (BIC-TA 2012) held at ABV-IIITM Gwalior, India. These research papers provide the latest developments in the broad area of "Computational Intelligence". The book discusses wide variety of industrial, engineering and scientific applications of nature/bio-inspired computing and presents invited papers from the inventors/originators of novel computational techniques.
Content:
Front Matter....Pages i-xix
Stochastic Algorithms for 3D Node Localization in Anisotropic Wireless Sensor Networks....Pages 1-14
An Evaluation of Classification Algorithms Using Mc Nemar’s Test....Pages 15-26
Permitting Features in P Systems Generating Picture Arrays....Pages 27-38
An ACO Framework for Single Track Railway Scheduling Problem....Pages 39-51
Bio-Inspired Soft-Computational Framework for Speech and Image Application....Pages 53-64
Leukocyte Classification in Skin Tissue Images....Pages 65-73
Solving Application Oriented Graph Theoretical Problems with DNA Computing....Pages 75-85
Human Identification Using Heartbeat Interval Features and ECG Morphology....Pages 87-98
Improved Real-Time Discretize Network Intrusion Detection System....Pages 99-109
Identification and Impact Assessment of High-Priority Field Failures in Passenger Vehicles Using Evolutionary Optimization....Pages 111-122
Automatic Agricultural Leaves Recognition System....Pages 123-131
Non-Uniform Mapping in Binary-Coded Genetic Algorithms....Pages 133-144
Control Words of Transition P Systems....Pages 145-155
Iso-Array Splicing Grammar System....Pages 157-167
GA based Dimension Reduction for enhancing performance of k-Means and Fuzzy k-Means: A Case Study for Categorization of Medical Dataset....Pages 169-180
A Computational Intelligence based Approach to Telecom Customer Classification for Value Added Services....Pages 181-192
An Efficient Approach on Rare Association Rule Mining ....Pages 193-203
A Hybrid Multiobjective Particle Swarm Optimization Approach for Non-redundant Gene Marker Selection....Pages 205-216
Application of High Quality Amino Acid Indices to AMS 3.0: A Update Note....Pages 217-225
Constructive Solid Geometry Based Topology Optimization Using Evolutionary Algorithm....Pages 227-238
Array P Systems with Hybrid Teams....Pages 239-249
An Approach for the Ordering of Evaluation of Objectives in Multiobjective Optimization....Pages 251-262
Extended Forma: Analysis and an Operator Exploiting it....Pages 263-274
Incorporating Great Deluge with Harmony Search for Global Optimization Problems....Pages 275-286
Boundary Handling Approaches in Particle Swarm Optimization....Pages 287-298
Diversity Measures in Artificial Bee Colony....Pages 299-314
Digital Video Watermarking Using Scene Detection....Pages 315-323
Self Adaptive Acceleration Factor in Particle Swarm Optimization....Pages 325-340
Applying Case Based Reasoning in Cuckoo Search for the Expedition of Groundwater Exploration....Pages 341-353
Reversible OR Logic Gate Design Using DNA....Pages 355-366
Performance Enhanced Hybrid Artificial Neural Network for Abnormal Retinal Image Classification....Pages 367-378
Algorithmic Tile Self-assembly Model for the Minimum Dominating Set Problem....Pages 379-390
Semantic Sub-tree Crossover Operator for Postfix Genetic Programming....Pages 391-402
Exploration Enhanced Particle Swarm Optimization using Guided Re-Initialization....Pages 403-416
Using Firefly Algorithm to Solve Resource Constrained Project Scheduling Problem....Pages 417-428
Analysis of Cellular Automata and Genetic Algorithm based Test Pattern Generators for Built In Self Test....Pages 429-439
Ant Colony-based System for Retinal Blood Vessels Segmentation....Pages 441-452
An Efficient Neural Network Based Background Subtraction Method....Pages 453-460
JustThink: Smart BCI Applications....Pages 461-472
Interpretability Issues in Evolutionary Multi-Objective Fuzzy Knowledge Base Systems....Pages 473-484
Hybrid Firefly Based Simultaneous Gene Selection and Cancer Classification Using Support Vector Machines and Random Forests....Pages 485-494
Recognition of Online Handwritten Gurmukhi Strokes Using Support Vector Machine....Pages 495-506
An Optimal Fuzzy Logic Controller Tuned with Artificial Immune System....Pages 507-518
Comparisons of Different Feature Sets for Predicting Carbohydrate-Binding Proteins From Amino Acid Sequences Using Support Vector Machine....Pages 519-529
A PSO Based Smart Unit Commitment Strategy for Power Systems Including Solar Energy....Pages 531-542
A User-Oriented Content Based Recommender System Based on Reclusive Methods and Interactive Genetic Algorithm....Pages 543-554
Back Matter....Pages 555-556

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The book is a collection of high quality peer reviewed research papers presented in Seventh International Conference on Bio-Inspired Computing (BIC-TA 2012) held at ABV-IIITM Gwalior, India. These research papers provide the latest developments in the broad area of "Computational Intelligence". The book discusses wide variety of industrial, engineering and scientific applications of nature/bio-inspired computing and presents invited papers from the inventors/originators of novel computational techniques.
Content:
Front Matter....Pages i-xix
Stochastic Algorithms for 3D Node Localization in Anisotropic Wireless Sensor Networks....Pages 1-14
An Evaluation of Classification Algorithms Using Mc Nemar’s Test....Pages 15-26
Permitting Features in P Systems Generating Picture Arrays....Pages 27-38
An ACO Framework for Single Track Railway Scheduling Problem....Pages 39-51
Bio-Inspired Soft-Computational Framework for Speech and Image Application....Pages 53-64
Leukocyte Classification in Skin Tissue Images....Pages 65-73
Solving Application Oriented Graph Theoretical Problems with DNA Computing....Pages 75-85
Human Identification Using Heartbeat Interval Features and ECG Morphology....Pages 87-98
Improved Real-Time Discretize Network Intrusion Detection System....Pages 99-109
Identification and Impact Assessment of High-Priority Field Failures in Passenger Vehicles Using Evolutionary Optimization....Pages 111-122
Automatic Agricultural Leaves Recognition System....Pages 123-131
Non-Uniform Mapping in Binary-Coded Genetic Algorithms....Pages 133-144
Control Words of Transition P Systems....Pages 145-155
Iso-Array Splicing Grammar System....Pages 157-167
GA based Dimension Reduction for enhancing performance of k-Means and Fuzzy k-Means: A Case Study for Categorization of Medical Dataset....Pages 169-180
A Computational Intelligence based Approach to Telecom Customer Classification for Value Added Services....Pages 181-192
An Efficient Approach on Rare Association Rule Mining ....Pages 193-203
A Hybrid Multiobjective Particle Swarm Optimization Approach for Non-redundant Gene Marker Selection....Pages 205-216
Application of High Quality Amino Acid Indices to AMS 3.0: A Update Note....Pages 217-225
Constructive Solid Geometry Based Topology Optimization Using Evolutionary Algorithm....Pages 227-238
Array P Systems with Hybrid Teams....Pages 239-249
An Approach for the Ordering of Evaluation of Objectives in Multiobjective Optimization....Pages 251-262
Extended Forma: Analysis and an Operator Exploiting it....Pages 263-274
Incorporating Great Deluge with Harmony Search for Global Optimization Problems....Pages 275-286
Boundary Handling Approaches in Particle Swarm Optimization....Pages 287-298
Diversity Measures in Artificial Bee Colony....Pages 299-314
Digital Video Watermarking Using Scene Detection....Pages 315-323
Self Adaptive Acceleration Factor in Particle Swarm Optimization....Pages 325-340
Applying Case Based Reasoning in Cuckoo Search for the Expedition of Groundwater Exploration....Pages 341-353
Reversible OR Logic Gate Design Using DNA....Pages 355-366
Performance Enhanced Hybrid Artificial Neural Network for Abnormal Retinal Image Classification....Pages 367-378
Algorithmic Tile Self-assembly Model for the Minimum Dominating Set Problem....Pages 379-390
Semantic Sub-tree Crossover Operator for Postfix Genetic Programming....Pages 391-402
Exploration Enhanced Particle Swarm Optimization using Guided Re-Initialization....Pages 403-416
Using Firefly Algorithm to Solve Resource Constrained Project Scheduling Problem....Pages 417-428
Analysis of Cellular Automata and Genetic Algorithm based Test Pattern Generators for Built In Self Test....Pages 429-439
Ant Colony-based System for Retinal Blood Vessels Segmentation....Pages 441-452
An Efficient Neural Network Based Background Subtraction Method....Pages 453-460
JustThink: Smart BCI Applications....Pages 461-472
Interpretability Issues in Evolutionary Multi-Objective Fuzzy Knowledge Base Systems....Pages 473-484
Hybrid Firefly Based Simultaneous Gene Selection and Cancer Classification Using Support Vector Machines and Random Forests....Pages 485-494
Recognition of Online Handwritten Gurmukhi Strokes Using Support Vector Machine....Pages 495-506
An Optimal Fuzzy Logic Controller Tuned with Artificial Immune System....Pages 507-518
Comparisons of Different Feature Sets for Predicting Carbohydrate-Binding Proteins From Amino Acid Sequences Using Support Vector Machine....Pages 519-529
A PSO Based Smart Unit Commitment Strategy for Power Systems Including Solar Energy....Pages 531-542
A User-Oriented Content Based Recommender System Based on Reclusive Methods and Interactive Genetic Algorithm....Pages 543-554
Back Matter....Pages 555-556
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