Proceedings Of Seventh International Conference On Bio-inspired Computing: Theories And Applications (bic-ta 2012): Volume 1 (advances In Intelligent Systems And Computing)

Annotation 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 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