Proceedings of Fifth International Conference on Soft Computing for Problem Solving SocProS 2015, Volume 2 /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Pant, Millie (Επιμελητής έκδοσης), Deep, Kusum (Επιμελητής έκδοσης), Bansal, Jagdish Chand (Επιμελητής έκδοσης), Nagar, Atulya (Επιμελητής έκδοσης), Das, Kedar Nath (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Σειρά: Advances in Intelligent Systems and Computing, 437
• Θέματα: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Signal, Image and Speech Processing.; Artificial Intelligence (incl. Robotics).

This two volume book is based on the research papers presented at the 5th International Conference on Soft Computing for Problem Solving (SocProS 2015) and covers a variety of topics, including mathematical modelling, image processing, optimization methods, swarm intelligence, evolutionary algorithm...

Πίνακας περιεχομένων:

• Chapter 1. Traffic Accident Prediction Model Using Support Vector Machines with Gaussian Kernel
• Chapter 2. A Brief Overview on Least Square Spectral Analysis and Power Spectrum
• Chapter 3. ASCCS: Architecture for Secure Communication Using Cloud Services
• Chapter 4. Multi-Objective Optimization Based Design of Robust Fractional Order PIλDμ Controller for Coupled Tank Systems
• Chapter 5. Using Least Square Spectral Analysis Method for Time Series with Datum Shifts
• Chapter 6. Application of Differential Evolution for Maximizing the Load Ability Limit of Transmission System During Contingency
• Chapter 7. Common Fixed Point Theorem for Occasionally Weakly Compatible Mappings in Fuzzy Metric Spaces
• Chapter 8. Privacy Preservation in Utility Mining Based on Genetic Algorithm: A New Approach
• Chapter 9. Reliability Evaluation of Software System Using AHP & Fuzzy TOPSIS Approach
• Chapter 10. Information Security and Its Insurance in the World of High Rise of Cybercrime through a Model
• Chapter 11. A Systematic Study on Mitigating Parameter Variation in MOSFETs
• Chapter 12. Vendor – Supplier Cooperative Inventory Model with two Warehouse and Variable Demand Rate under the Environment of Volume Agility
• Chapter 13. Invariant Feature Extraction for Finger Vein Matching Using Fuzzy Logic Inference
• Chapter 14. Fuzzy Reasoning Approach (FRA) for Assessment of Workers Safety in Manganese Mines
• Chapter 15. Multiple-input Multiple-output Paper Machine System Control Using Fuzzy-PID Tuned Controller
• Chapter 16. Common Fixed Point Results in GB Metric Space and Generalized Fuzzy Metric Space using E.A. Property and Altering Distance Function
• Chapter 17. Design Optimization of Sewer System Using Particle Swarm Optimization
• Chapter 18. Optimal Tuning of PID Controller for Centrifugal Temperature Control System in Sugar Industry Using Genetic Algorithm
• Chapter 19. Fault Diagnosis of ZSI Fed 3-phase Induction Motor Drive System Using MATLAB
• Chapter 20. OpenMP Genetic Algorithm for Continuous Non-linear Large Scale Optimization Problems
• Chapter 21. Combined SCP and Geometric Reconstruction of Spine from Bi-planar Radiographs
• Chapter 22. Analysis of Network IO Performance in Hadoop Cluster Environments Based on Docker Containers
• Chapter 23. Hough Transform Based Feature Extraction for the Classification of Mammogram Using Back Propagation Neural Network
• Chapter 24. Ant Colony System Based E-supermarket Website Link Structure Optimization
• Chapter 25. An Aggregation Based Approach with Pareto Ranking in Multi-objective Genetic Algorithm
• Chapter 26. Weighted CoHOG (W-CoHOG) Feature Extraction for Human Detection
• Chapter 27. Municipal Solid Waste Generation Forecasting for Faridabad City located in Haryana State, India
• Chapter 28. Secondary Network Throughput Analysis Applying SFR in OFDMA-CR Networks
• Chapter 29. Unsupervised Change Detection in Remote Sensing Images Using CDI and GIFP-FCM Clustering
• Chapter 30. Performance Comparison between InP-ON and SON MOSFET at Different Nanotechnology Nodes Using 2-D Numerical Device Simulation
• Chapter 31. Discrete-time Eco-epidemiological Model with Disease in Prey and Holling-Type III Functional Response
• Chapter 32. A Novel Crossover Operator Designed to Exploit Synergies of Two Crossover Operators for Real Coded Genetic Algorithms
• Chapter 33. Classification Techniques for Texture Images Using Neuroph Studio
• Chapter 34. Optimization of Feature Selection in Face Recognition System Using Differential Evolution and Genetic Algorithm
• Chapter 35. Human Opinion Dynamics for Software Cost Estimation
• Chapter 36. A Comparative Study of Various Meta-heuristic Algorithms for Ab Initio Protein Structure Prediction on 2d Hydrophobic-Polar Model
• Chapter 37. Population Segmentation Based Variant of Differential Evolution Algorithm
• Chapter 38. PSO Optimized and Secured Watermarking Scheme Based on RDWT and SVD
• Chapter 39. Spectral Indices Based Change Detection in an Urban Area Using Landsat Data
• Chapter 40. An Approach to Protect Electronic Health Records
• Chapter 41. Analysis and Design of Secure Web Services
• Chapter 42. A Fuzzy Clustering Method for Performance Evaluation for Distributed Real Time Systems
• Chapter 43. Image Segmentation Using Genetic Algorithm and OTSU
• Chapter 44. On Accepting Hexagonal Array Splicing System with Respect to Directions
• Chapter 45. Tracking Movements of Human Being in a Real-Time Surveillance Scene
• Chapter 46. An Inventory Model of Decaying Items with Stock Dependent and Seasonal Pattern Demand and Allowable Shortages
• Chapter 47. Using Differential Evolution to Develop a Carbon Integrated Model for Performance Evaluation and Selection of Sustainable Suppliers in Indian Automobile Supply Chain
• Chapter 48. A New Approach for Rice Quality Analysis and Classification Using Thresholding Based Classifier
• Chapter 49. Differential Power Attack on Trivium Implemented on FPGA
• Chapter 50. Investigations of Power and EM Attacks on AES Implemented in FPGA
• Chapter 51. Application for Identifying and Monitoring Defaulters in Telecom Network
• Chapter 52. An Efficient Approach for Mining Sequential Pattern
• Chapter 53. A Better Approach for Multilevel Association Rule Mining
• Chapter 54. Prediction of Market Power Using SVM as Regressor under Deregulated Electricity Market
• Chapter 55. Design of Boost Converter for PV Applications
• Chapter 56. A Review of Soft Classification Approaches on Satellite Image and Accuracy Assessment
• Chapter 57. A New Collaborative Approach to Particle Swarm Optimization for Global Optimization
• Chapter 58. Reliability Optimization for the Complex Bridge System: Fuzzy Multi-criteria Genetic Algorithm
• Chapter 59. Laser Power Distribution for Detection Performance in Laser Ranging System
• Chapter 60. Numerical solution of a Class of Singular Boundary Value Problems Arising in Physiology Based on Neural Networks
• Chapter 61. Prototype Evidence for Estimation of Release Time for Open Source Software Using Shannon Entropy Measure
• Chapter 62. A Broad Literature Survey of Development and Application of Artificial Neural networks in Rainfall-Runoff Modelling
• Chapter 63. Development of iMACOQR Metrics Framework for Quantification of Software Security
• Chapter 64. Miniaturized Meandered and Stacked MSA Using Accelerated Design Strategy for Biomedical Applications
• Chapter 65. Artificial Bee Colony Trained Functional Link Artificial Neural Network Model for Software Cost Estimation
• Chapter 66. Improvised Cyber Crime Investigation Model
• Chapter 67. Performance of Wideband Falcate Implantable Patch Antenna for Biomedical Telemetry
• Chapter 68. Mining Frequent Itemset Using Quine-McCluskey Algorithm
• Chapter 69. Robotics and Image Processing for Plucking of Fruits
• Chapter 70. A Review on Role of Fuzzy Logic in Psychology
• Chapter 71. Modified Single Array Selection Operation for DE Algorithm
• Chapter 72. Optimal Extraction of Bioactive Compounds from Ashwgandha Using Laplacian Biogeography Based Optimization
• Chapter 73. Implementation of ‘Fmincon’ Statistical Tool in Optimizing the SHG Efficiency of Polymeric Films
• Chapter 74. Curve Fitting Using Gravitational Search Algorithm and Its Hybridized Variants
• Chapter 75. Investigation of Suitable Perturbation Rate scheme for Spider Monkey Optimization Algorithm
• Chapter 76. A Portfolio Analysis of Ten National Banks through Differential Evolution
• Chapter 77. Applications of Harmony Search Algorithm in Data Mining: A Survey
• Chapter 78. Enriched Biogeography Based Optimization Algorithm to Solve Economic Power Dispatch Problem
• Chapter 79. Modified Artificial Bee Colony Algorithm Based on Disruption Operator
• Chapter 80. DG Integration with Power Quality Improvement Feature for Smart Grid
• Chapter 81.
• Asynchronous Differential Evolution with Convex Mutation
• Chapter 82. Equilibrium Cable Configuration Estimation for Aerostat Using Approximation Method
• Chapter 83. Differential Evolution Approach to Determine the Promotion Duration for Durable Technology Product under the Effect of Mass and Segment Driven Strategies
• Chapter 84. A Fuzzy Optimization Approach for Designing a Sustainable RL Network in a Strategic Alliance between OEM and 3PRL
• Chapter 85. Fuzzy Bi-Criteria Optimization Model for Fault-tolerant Distributed Embedded Systems under Reuse-or-Build-or-Buy Strategy Incorporating Recovery Block Scheme
• Chapter 86. Hybrid Multi–criteria Decision Making Approach for Supplier Evaluation in Fuzzy Environment
• Chapter 87. Mathematical Modeling of Multistage Evaporator System in Kraft Recovery Process.