Proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA) 2015 (Advances in Intelligent Systems and Computing, 404)

The proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications 2015 (FICTA 2015) serves as the knowledge centre not only for scientists and researchers in the field of intelligent computing but also for students of post-graduate level in various engineering disciplines. The book covers a comprehensive overview of the theory, methods, applications and tools of Intelligent Computing. Researchers are now working in interdisciplinary areas and the proceedings of FICTA 2015 plays a major role to accumulate those significant works in one arena. The chapters included in the proceedings inculcates both theoretical as well as practical aspects of different areas like Nature Inspired Algorithms, Fuzzy Systems, Data Mining, Signal Processing, Image processing, Text Processing, Wireless Sensor Networks, Network Security and Cellular Automata. Front Matter....Pages i-xx Front Matter....Pages 1-1 An Efficient Dynamic Scheduling Algorithm for Soft Real-Time Tasks in Multiprocessor System Using Hybrid Quantum-Inspired Genetic Algorithm....Pages 3-11 Equitable Machine Learning Algorithms to Probe Over P2P Botnets....Pages 13-21 Directed Search-based PSO Algorithm and Its Application to Scheduling Independent Task in Multiprocessor Environment....Pages 23-31 Front Matter....Pages 33-33 JUPred_MLP: Prediction of Phosphorylation Sites Using a Consensus of MLP Classifiers....Pages 35-42 Molecular Computing and Residual Binding Mode in ERα and bZIP Proteins from Homo Sapiens: An Insight into the Signal Transduction in Breast Cancer Metastasis....Pages 43-55 SVM-Based Pre-microRNA Classifier Using Sequence, Structural, and Thermodynamic Parameters....Pages 57-67 DCoSpect: A Novel Differentially Coexpressed Gene Module Detection Algorithm Using Spectral Clustering....Pages 69-77 Intelligent Topological Differential Gene Networks....Pages 79-93 Front Matter....Pages 95-95 Impact of Threshold to Identify Vocal Tract....Pages 97-105 Application of Compressed Sensing in Cognitive Radio....Pages 107-117 Compressed Sensing-Based NBI Mitigation in Ultra-WideBand Energy Detector....Pages 119-128 Front Matter....Pages 129-129 A Novel Data Mining Scheme for Smartphone Activity Recognition by Accelerometer Sensor....Pages 131-140 Mining and Ranking Association Rules in Support, Confidence, Correlation, and Dissociation Framework....Pages 141-152 Mining Closed Interesting Subspaces to Discover Conducive Living Environment of Migratory Animals....Pages 153-166 Frequent Patterns Mining from Data Cube Using Aggregation and Directed Graph....Pages 167-177 Front Matter....Pages 179-179 A Modified Parallel Thinning Method for Handwritten Oriya Character Images....Pages 181-189 Offline Signature Verification Using Artificial Neural Network....Pages 191-200 A Simple and Effective Technique for Online Handwritten Bangla Character Recognition....Pages 201-209 Visual Analytic-Based Technique for Handwritten Indic Script Identification—A Greedy Heuristic Feature Fusion Framework....Pages 211-219 Offline Writer Identification from Isolated Characters Using Textural Features....Pages 221-231 Front Matter....Pages 179-179 Front Matter....Pages 233-242 Application of Krill Herd Algorithm for Optimum Design of Load Frequency Controller for Multi-Area Power System Network with Generation Rate Constraint....Pages 243-243 Optimal Allocation of Distributed Generator Using Chemical Reaction Optimization....Pages 245-257 A Novel Combined Approach of k-Means and Genetic Algorithm to Cluster Cultural Goods in Household Budget....Pages 259-272 A PSO with Improved Initialization Operator for Solving Multiple Sequence Alignment Problems....Pages 273-283 Profit Maximization of TSP with Uncertain Parameters Through a Hybrid Algorithm....Pages 285-294 Front Matter....Pages 295-314 Mitigating Packet Dropping Problem and Malicious Node Detection Mechanism in Ad Hoc Wireless Networks....Pages 315-315 Service Provisioning Middleware for Wireless Sensor Network....Pages 317-328 A Novel MTC-RB Heuristic for Addressing Target Coverage Problem in Heterogeneous Wireless Sensor Network....Pages 329-343 Front Matter....Pages 345-354 2-Dimensional 2-Dot 1-Electron Quantum Cellular Automata-Based Dynamic Memory Design....Pages 355-355 Optimized Approach for Reversible Code Converters Using Quantum Dot Cellular Automata....Pages 357-365 Design of a Logically Reversible Half Adder Using 2D 2-Dot 1-Electron QCA....Pages 367-378 Front Matter....Pages 379-389 Intuitionistic Fuzzy Multivalued Dependency and Intuitionistic Fuzzy Fourth Normal Form....Pages 391-391 Parameter Reduction of Intuitionistic Fuzzy Soft Sets and Its Related Algorithms....Pages 393-404 Correlation Measure of Hesitant Fuzzy Linguistic Term Soft Set and Its Application in Decision Making....Pages 405-412 Constrained Solid Travelling Salesman Problem Solving by Rough GA Under Bi-Fuzzy Coefficients....Pages 413-423 Front Matter....Pages 425-440 A Novel Multi-Criteria Multi-Agent-Based Routing Strategy Based on Tarantula Mating Behavior....Pages 441-441 A Tree Based Multicast Routing Protocol Using Reliable Neighbor Node for Wireless Mobile Ad-Hoc Networks....Pages 443-453 Traffic Grooming in Hybrid Optical-WiMAX Mesh Networks....Pages 455-465 Front Matter....Pages 467-477 Host-Based Intrusion Detection Using Statistical Approaches....Pages 479-479 Front Matter....Pages 481-493 Secure Remote Login Scheme with Password and Smart Card Update Facilities....Pages 479-479 Generation and Risk Analysis of Network Attack Graph....Pages 495-505 Unsupervised Spam Detection in Hyves Using SALSA....Pages 507-516 Cryptanalysis of a Chaotic Map-Based Authentication and Key Agreement Scheme for Telecare Medicine Information Systems....Pages 517-526 Improving the Accuracy of Intrusion Detection Using GAR-Forest with Feature Selection....Pages 527-537 Front Matter....Pages 539-547 Sentiment Analysis with Modality Processing....Pages 549-549 Query-Based Extractive Text Summarization for Sanskrit....Pages 551-558 Code Obfuscation by Using Floating Points and Conditional Statements....Pages 559-568 Privacy Preserving Spam Email Filtering Based on Somewhat Homomorphic Using Functional Encryption....Pages 569-578 Front Matter....Pages 579-585 Digital Image Watermarking Scheme Based on Visual Cryptography and SVD....Pages 587-587 Compression of Hyper-Spectral Images and Its Performance Evaluation....Pages 589-598 Hand Gesture Recognition for Sign Language: A Skeleton Approach....Pages 599-609 Modified Cuckoo Search-Based Image Enhancement....Pages 611-623 A Novel Iterative Salt-and-Pepper Noise Removal Algorithm....Pages 625-634 Front Matter....Pages 635-643 Queuing Model for Improving QoS in Cloud Service Discovery....Pages 645-645 Adaptive Multilayer Routing for Incremental Design of an SoC....Pages 647-656 Analyzing and Modeling Spatial Factors for Pre-decided Route Selection Behavior: A Case Study of Fire Emergency Vehicles of Allahabad City....Pages 657-665 Fault Tolerant Scheduling with Enhanced Performance for Onboard Computers: Evaluation....Pages 667-676 A Multiagent Planning Algorithm with Joint Actions....Pages 677-689 4-Directional Combinatorial Motion Planning Via Labeled Isotonic Array P System....Pages 691-699 Front Matter....Pages 701-709 Intelligent Control of DFIG Using Sensorless Speed Estimation and Lookup Table-Based MPPT Algorithm to Overcome Wind and Grid Disturbances....Pages 645-645 Back Matter....Pages 711-725 ....Pages 727-729