Proceedings Of The International Conference On Frontiers Of Intelligent Computing: Theory And Applications (ficta): Theory And Applications (ficta) (advances In Intelligent Systems And Computing)

The volume contains the papers presented at FICTA 2012: International Conference on Frontiers in Intelligent Computing: Theory and Applications held on December 22-23, 2012 in Bhubaneswar engineering College, Bhubaneswar, Odissa, India. It contains 86 papers contributed by authors from the globe. These research papers mainly focused on application of intelligent techniques which includes evolutionary computation techniques like genetic algorithm, particle swarm optimization techniques, teaching-learning based optimization etc for various engineering applications such as data mining, image processing, cloud computing, networking etc. Front Matter....Pages 1-15 Mixture Kernel Radial Basis Functions Neural Networks for Web Log Classification....Pages 1-9 A Neural Network Based Image Watermarking Technique Using Spiral Encoding of DCT Coefficients....Pages 11-18 Evolutionary Neuro-Fuzzy System for Protein Secondary Structure Prediction....Pages 19-26 A New Approach to Time–Time Transform and Pattern Recognition of Non-stationary Signal Using Fuzzy Wavelet Neural Network....Pages 27-34 A Non-Fuzzy Self-Tuning Scheme of PD-Type FLC for Overhead Crane Control....Pages 35-42 ANN and Data Mining Approaches to Select Student Category in ITS....Pages 43-50 Fuzzy PI Controller with Dynamic Set Point Weighting....Pages 51-58 A Particle Swarm Optimized Functional Link Artificial Neural Network (PSO-FLANN) in Software Cost Estimation....Pages 59-66 An Augmented Self-tuning Fuzzy Logic Controller with Its Real-Time Implementation....Pages 67-75 Speaker Invariant and Noise Robust Speech Recognition Using Enhanced Auditory and VTL Based Features....Pages 77-82 A Noble Fuzzy Self-Tuning Scheme for Conventional PI Controller....Pages 83-91 An Efficient Similarity Search Approach to Incremental Multidimensional Data in Presence of Obstacles....Pages 93-101 Alleviating Sparsity and Scalability Issues in Collaborative Filtering Based Recommender Systems....Pages 103-112 Handling Unlabeled Data in Gene Regulatory Network....Pages 113-120 Retracted: Naive Credal Classifier for Uncertain Data Classification....Pages 121-132 An Effective Analysis of Server Log for Website Evaluation....Pages 133-141 Design of New Volterra Filter for Mammogram Enhancement....Pages 143-151 Power Quality Event Classification Using Hilbert Huang Transform....Pages 153-161 Colour Image Segmentation with Integrated Left Truncated Bivariate Gaussian Mixture Model and Hierarchical Clustering....Pages 163-170 EOST-An Access Method for Obfuscating Spatio-Temporal Data in LBS....Pages 171-179 Discovering Web Usage Patterns - A Novel Approach....Pages 181-188 Automatic Clustering Based on Cluster Nearest Neighbor Distance (CNND) Algorithm....Pages 189-196 Data Preprocessing Using Intelligent Agents....Pages 197-204 A Trigram HMM-Based POS Tagger for Indian Languages....Pages 205-212 Locating Candidate Tables in a Spreadsheet Rendered Web Page....Pages 213-220 e -Library Content Generation Using WorldNet Tf-Idf Semantics....Pages 221-227 An Automatic Legal Document Summarization and Search Using Hybrid System....Pages 229-236 Minimum Spanning Tree Based Clustering Using Partitional Approach....Pages 237-244 Evaluating the Genuinity of Opinions Using Decision Tree....Pages 245-252 Comparative Study of Artificial Emotional Intelligence Structuring Social Agent Behavior Based on Graph Coloring Problem....Pages 253-263 Frequent Itemset Extraction over Data Streams Using Chernoff Bound....Pages 265-272 Isolated Word Recognition Using Enhanced MFCC and IIFs....Pages 273-283 Fault Detection in Synchronous Generators Based on Independent Component Analysis....Pages 285-292 Modified Harmony Search for Global Optimization....Pages 293-301 In Time Access of Biomedical Data through Ant Colony Optimization....Pages 303-310 Simulation of Frequency Dependent Transmission Line for Identification of Faults and Switching over Voltages....Pages 311-320 A New Improved Particle Swarm Optimization Technique for Reactive Power Compensation of Distribution Feeders....Pages 321-328 A New Optimal Solution to Environmentally Constrained Economic Dispatch Using Modified Real Coded Genetic Algorithm....Pages 329-337 A New Substitution Block Cipher Using Genetic Algorithm....Pages 339-347 Parametric Performance Evaluation of Different Types of Particle Swarm Optimization Techniques Applied in Distributed Generation System....Pages 349-356 Implementation of Adaptive MMSE Rake Receiver....Pages 357-363 Efficient and Automatic Reconfiguration and Service Restoration in Radial Distribution System Using Differential Evolution....Pages 365-372 Unsupervised Non-redundant Feature Selection: A Graph-Theoretic Approach....Pages 373-380 Soft Set and Genetic Algorithms for Association Rule Mining: A Road Map and Direction for Hybridization....Pages 381-393 Solving Composite Test Functions Using Teaching-Learning-Based Optimization Algorithm....Pages 395-403 A Review on Application of Particle Swarm Optimization in Association Rule Mining....Pages 405-414 Evolutionary Algorithm Approach to Pupils’ Pedantic Accomplishment....Pages 415-423 Identification of System with Non-stationary Signal Using Modified Wilcoxon Approach....Pages 425-430 Recent Trends and Developments in Graph Coloring....Pages 431-439 A Survey on Anomaly Detection in Network Intrusion Detection System Using Particle Swarm Optimization Based Machine Learning Techniques....Pages 441-452 Optimal Scheduling of Short Term Hydrothermal Coordination for an Indian Utility System Using Genetic Algorithm....Pages 453-459 Automated Design and Optimization of Combinational Circuits Using Genetic Algorithms....Pages 461-468 A Fitness-Based Adaptive Differential Evolution Approach to Data Clustering....Pages 469-475 A Study of Roulette Wheel and Elite Selection on GA to Solve Job Shop Scheduling....Pages 477-485 Teaching Learning Based Optimized Mathematical Model for Data Classification Problems....Pages 487-496 Power Loss Minimization by the Placement of DG in Distribution System Using PSO....Pages 497-504 Particle Swarm Approach for Identification of Unstable Processes....Pages 505-513 Fast Convergence in Function Optimization Using Modified Velocity Updating in PSO Algorithm....Pages 515-521 Concurrency Aware Dynamic Scheduler for Virtualized Environment....Pages 523-533 Performance Analysis of Network Layer Security Attack in WiMAX System....Pages 535-542 An Optimized Approach to Minimize Broadcast in Communication of Self Organized Wireless Networks....Pages 543-549 Randomized Approach for Block Cipher Encryption....Pages 551-558 Steganography Based Visual Cryptography (SBVC)....Pages 559-566 A Novel Approach to Find an Optimal Path in MANET Using Reverse Reactive Routing Algorithm....Pages 567-574 Lossless Audio Steganography in Spatial Domain (LASSD)....Pages 575-582 Genetic Algorithm Based Method for Analyzing Reliability State of Wireless Sensor Network....Pages 583-591 A Survey on Fault Management Techniques in Distributed Computing....Pages 593-602 An Eminent Approach of Fault Management Using Proactive and Reactive Techniques in Distributed Computing....Pages 603-611 Hybrid Cluster Based Routing Protocol for Free-Space Optical Mobile Ad hoc Networks (FSO/RF MANET)....Pages 613-620 DCT Based Image Authentication with Partial Noise Reduction (DCTIAPNR)....Pages 621-629 Adaptive Steganography for Image Authentication Based on Chromatic Property (ASIACP)....Pages 631-638 Performance Analysis of JPEG Algorithm on the Basis of Quantization Tables....Pages 639-647 Zone Centroid Distance and Standard Deviation Based Feature Matrix for Odia Handwritten Character Recognition....Pages 649-658 Multiresolution Scene Based Digital Video Watermarking....Pages 659-666 Encryption Based Image Authentication Technique Using Random Circular Insertion and Adjustment (EIATRCIA)....Pages 667-674 Gödelization and SVD Based Image Watermarking under Wavelet Domain....Pages 675-681 Stereo Correspondence for Underwater Video Sequence Using Graph Cuts....Pages 683-690 Removal of High Density Impulse Noise from Digital Images and Image Quality Assessment....Pages 691-698 A Differential Evolutionary Multilevel Segmentation of Near Infra-Red Images Using Renyi’s Entropy....Pages 699-706 An Experimental Based Study on Different Sources of Noise for High Dynamic Range Imaging....Pages 707-713 A New Contrast Measurement Index Based on Logarithmic Image Processing Model....Pages 715-723 A Novel Color Edge Detection Technique Using Hilbert Transform....Pages 725-732 An Improved Algorithm for Noise Suppression and Baseline Correction of ECG Signals....Pages 733-739 A Reconstruction Based Measure for Assessment of Mammogram Edge-Maps....Pages 741-746 Despeckling of SAR Images via an Improved Anisotropic Diffusion Algorithm....Pages 747-754 Two Stage Color Image Steganography Using DCT (TSCIS-DCT)....Pages 755-763 Erratum: Naive Credal Classifier for Uncertain Data Classification....Pages E1-E1 Back Matter....Pages 1-3