| Description |
1 online resource : illustrations |
| Series |
Advances in intelligent systems and computing ; 404 |
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Advances in intelligent systems and computing ; 404.
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| Contents |
880-01 Preface; Proceedings; Patron:; Hon. General Co-Chairs:; General Chair:; Steering Committee:; Program Chair:; Convener:; Publicity Chair:; Finance Co-Chairs:; Web Chair:; Student Activity Chair:; Advisory Committee:; Program Committee:; Organizing Committee:; Additional Reviewers of FICTA 2015; Contents; About the Editors; Part I Special Session: Advances in Nature Inspired Algorithms for Engineering Optimization Problems; An Efficient Dynamic Scheduling Algorithm for Soft Real-Time Tasks in Multiprocessor System Using Hybrid Quantum-Inspired Genetic Algorithm; 1 Introduction |
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880-01/(S Part 1: Special Session: Advances in Nature Inspired Algorithms for Engineering Optimization Problems_An Efficient Dynamic Scheduling Algorithm for Soft Real-Time Task in Multiprocessor System Using Hybrid Quantum-Inspired Genetic Algorithm -- Equitable Machine Learning Algorithms to Probe over P2P Botnets -- Directed Search Based PSO Algorithm and Its Application to Scheduling Independent Task in Multiprocessor Environment -- Part 2: Bioinformatics and Computational Biology_JUPred_MLP: Prediction of Phosphorylation Sites Using a Consensus of MLP Classifiers -- Molecular Computing and Structural Biology for Interactions in ERα and bZIP Proteins from Homo Sapiens: An Insight into the Signal Transduction in Breast Cancer Metastasis -- SVM Based Pre-microRNA Classifier Using Sequence, Structural and Thermodynamic Parameters -- DCoSpect: A Novel Differentially Co-expressed Gene Module Detection Algorithm Using Spectral Clustering -- Intelligent Topological Differential Gene Networks -- Part 3: Signal Processing_Impact of Threshold to Identify Vocal Tract -- Application of Compressed Sensing in Cognitive Radio -- Compressed Sensing Based NBI Mitigation in Ultra Wide Band Energy Detector -- Part 4: Data Mining_A Novel Data Mining Scheme for Smartphone Activity Recognition by Accelerometer Sensor -- Mining and Ranking Association Rules in Support, Confidence, Correlation and Dissociation Framework -- Mining Closed Interesting Sub spaces to Discover Conducive Living Environment of Migratory Animals -- Frequent Patterns Mining from Data Cube Using Aggregation and Directed Graph -- Part 5: Document Image Analysis_A Modified Parallel Thinning Method for Handwritten Oriya Character Images -- Offline Signature Verification Using Artificial Neural Network -- A Simple and Effective Technique for Online Handwritten Bangla Character Recognition -- Visual Analytic Based Technique for Handwritten Indic Script Identification -- A Greedy Heuristic Feature Fusion Framework -- Offline Writer Identification from Isolated Characters Using Textural Features -- PWDB_13: A Corpus of Word-level Printed Document Images from Thirteen Official Indic Scripts -- Part 6: Applications of Metaheuristic Optimization_Application of Krill Herd Algorithm for Optimum Design of Load Frequency Controller for Multi-Area Power System Network with Generation Rate Constraint -- Optimal allocation of Distributed Generator using Chemical Reaction Optimization -- A Novel Combined Approach of k-means and Genetic Algorithm to Cluster Cultural Goods in Household Budget -- A PSO with improved initialization operator for solving Multiple Sequence Alignment Problems -- Profit Maximization of TSP with uncertain Parameters through a Hybrid Algorithm -- Part 7: Wireless Sensor and Ad-hoc Networks_Mitigating Packet Dropping Problem and Malicious Node Detection Mechanism in Ad Hoc Wireless Networks -- Service Provisioning middleware for Wireless Sensor Network -- A Novel MTC-RB Heuristic for Addressing Target Coverage Problem in Heterogeneous Wireless Sensor Network -- Part 8: Quantum dot Cellular Automata_2 Dimensional 2 Dot 1 Electron Quantum Cellular Automata Based Dynamic Memory Design -- Optimized Approach for Reversible Code Converters Using Quantum Dot Cellular Automata -- Design of a Logically Reversible Half Adder using 2D 2-Dot 1-Electron QCA -- Part 9: Fuzzy Sets and Systems_Intuitionistic Fuzzy Multivalued Dependency and Intuitionistic Fuzzy Fourth Normal Form -- Parameter Reduction of Intuitionistic Fuzzy Soft Sets and Its Related Algorithms -- Correlation Measure of Hesitant Fuzzy Linguistic Term Soft Set and Its Application in Decision Making -- Constrained Solid Travelling Salesman Problem Solving by Rough GA Under Bi-fuzzy Coefficients -- Part 10: Routing and Traffic Grooming_A Novel Multi-criteria Multi-agent Based Routing Strategy Based on Tarantula Mating Behaviour -- A Mesh Based Multicast Routing Protocol using Reliable Neighbor Node for Wireless Mobile Ad-Hoc Networks -- Traffic Grooming in Hybrid Optical-WiMAX Mesh Networks -- Part 11: Authentication and Network Security_Host Based Intrusion Detection Using Statistical Approaches -- Secure Remote Login Scheme with Password and Smart Card Update Facilities -- Generation and Risk Analysis of Network Attack Graph -- Unsupervised Spam Detection in Hyves Using SALSA -- Cryptanalysis of a Chaotic Map Based Authentication and Key Agreement Scheme for Telecare Medicine Information Systems -- Improving the Accuracy of Intrusion Detection Using GAR-Forest with Feature Selection -- Part 12: Text Processing_Sentiment Analysis with Modality Processing -- Query-Based Extractive Text Summarization for Sanskrit -- Code Obfuscation by Using Floating Points and Conditional Statements -- Privacy Preserving Spam Email Filtering Based on Somewhat Homomorphic Using Functional Encryption -- Part 13: Image Processing_Digital Image Watermarking Scheme based on Visual Cryptography and SVD -- Compression of Hyper-Spectral Images and Its Performance Evaluation -- Hand Gesture Recognition for Sign Language: A Skeleton Approach -- Modified Cuckoo Search based Image Enhancement -- A Novel Iterative Salt-and-Pepper Noise Removal Algorithm -- Part 14: Intelligent System Planning_Queuing Model for Improving QoS in Cloud Service Discovery -- Adaptive Multi-Layer Routing for Incremental Design of an SoC -- Analyzing and Modelling Spatial Factors for Pre-decided Route Selection Behaviour -- Fault Tolerant Scheduling with Enhanced Performance for Onboard Computers-Evaluation -- A Multi-Agent Planning Algorithm with Joint Actions -- 4-Directional Combinatorial Motion Planning via Labeled Isotonic Array P System -- Intelligent Control of DFIG Using Sensorless Speed Estimation and Lookup Table based MPPT Algorithm to overcome Wind and Grid disturbances |
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2 Multiprocessor Real-Time Task Scheduling Problem; 3 Real-Time Task Model; 3.1 Objective Function; 4 Quantum-Inspired Genetic Algorithm (QIGA); 5 Proposed Hybrid Quantum-Inspired Genetic Algorithm (HQIGA); 6 Experimental Results and Discussions; 7 Conclusions; References; Equitable Machine Learning Algorithms to Probe Over P2P Botnets; 1 Introduction; 2 Related Works; 3 Methodology; 3.1 Data Acquisition; 3.2 Feature Extraction; 3.3 Testing Phase; 4 Implementation; 4.1 Random Forest (RF); 4.2 K-Nearest Neighbor (KNN); 4.3 Multilayer Perceptron (MLP); 5 Conclusion; References |
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Directed Search-based PSO Algorithm and Its Application to Scheduling Independent Task in Multiprocessor Environment; 1 Introduction; 2 Problem Definition; 2.1 System Model; 2.2 Assumptions; 2.3 Objectives; 3 Related Work; 4 Proposed Work; 4.1 Proposed Algorithm; 4.2 Problem Formulation; 5 Simulation Results; 6 Conclusion; References; Part II Bioinformatics and Computational Biology; 4 JUPred_MLP: Prediction of Phosphorylation Sites Using a Consensus of MLP Classifiers; Abstract; 1 Introduction; 2 Materials and Methods; 2.1 Features for MLP; Position-Specific Scoring Matrix; Shannon's Entropy |
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2.2 Multilayer Perceptron; 2.3 Star Consensus; 3 Results and Discussions; 4 Conclusion; Acknowledgments; References; 5 Molecular Computing and Residual Binding Mode in ER alpha and bZIP Proteins from Homo Sapiens: An Insight into the Signal Transduction in Breast Cancer Metastasis; Abstract; 1 Introduction; 2 Materials and Methods; 2.1 Analysis of Sequences and Template Search for Comparative Modeling; 2.2 Comparative Modeling of bZIP-Domain and ER alpha Monomers; 2.3 Optimization and Conformational Stability of Loop Regions Using ModLoop |
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2.4 Energy Optimization of the Loop-Optimized Modeled Protein Structures; 2.5 Stereo-Chemical Validation of the Modeled Proteins; 2.6 Protein -- Protein Docking Simulations; 2.7 Molecular Dynamics Simulation of the Modeled Complex; 2.8 Stability Examination of the Energy Minimized and Simulated ̀bZIP-ER alpha ' Complex; 2.9 Calculation of Interaction Patterns and Binding Modes in the Complex; 2.10 Surface Electrostatic Potential Assessment; 3 Results; 3.1 Model's Structural Description for bZIP Monomer; 3.2 Model's Structural Description for ER alpha Monomer |
| Summary |
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 |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Vendor-supplied metadata |
| Subject |
Artificial intelligence -- Congresses
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Computational intelligence -- Congresses
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Machine learning -- Congresses
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COMPUTERS -- General.
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Artificial intelligence
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Computational intelligence
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Machine learning
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Das, Swagatam, editor.
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Pal, Tandra, 1965- editor.
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Kar, Samarjit, editor.
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Satapathy, Suresh Chandra, 1964- editor.
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Mandal, Jyotsna Kumar, 1960- editor.
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| ISBN |
9788132226956 |
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813222695X |
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