Proceedings of Fifth International Conference on Soft Computing for Problem Solving SocProS 2015, Volume 1 /

• 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.
• Έκδοση: 1st ed. 2016.
• Σειρά: Advances in Intelligent Systems and Computing, 436
• 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. Optimization of Non Local Means Filtering Technique for Denoising Magnetic Resonance Images: A Review
• Chapter 2. A Production Model with Stock Dependent Demand, Partial Backlogging, Weibull Distribution Deterioration and Customer Returns
• Chapter 3. Chemo-inspired Genetic Algorithm and Application to Model Order Reduction Problem
• Chapter 4. Grammatical Evolution Using Fireworks Algorithm.-Chapter 5. Gaussian Function Based Particle Swarm Optimization
• Chapter 6. Reinforcing Particle System Effects Using Object Oriented Approach and Real Time Fluid Dynamics for Next Generation 3D Gaming
• Chapter 7.Searchless Fractal Image Compression Using Fast DCT and Real DCT.-Chapter 8. Study of Neighborhood Search Based Fractal Image Encoding.-Chapter 9. An Optimized Color Image Watermarking Technique Using Differential Evolution and SVD-DWT Domain
• Chapter 10. One Day Ahead Forecast of Pan Evaporation at Pali Using Genetic Programming
• Chapter 11. Optimized Scenario of Temperature Forecasting Using SOA and Soft Computing Techniques
• Chapter 12. Software Reliability Prediction Using Machine Learning Techniques
• Chapter 13. A Genetic Algorithm Based Scheduling Algorithm for Grid Computing Environments
• Chapter 14.Effect of Imperfect Debugging on Prediction of Remaining Faults in Software
• Chapter 15. Multiple Document Summarization Using Text Based Keyword Extraction
• Chapter 16. Implementation of the Principle of Jamming for Hulk Gripper Remotely Controlled by Raspberry Pi
• Chapter 17. Differential Evolution: An Overview
• Chapter 18. Multi-objective Parametric Query Optimization for Distributed Database Systems
• Chapter 19. Energy Efficient Routing Protocol for MANET Using Vague Set.-Chapter 20. Data Storage Security in Cloud Paradigm
• Chapter 21.Axisymmetric Vibrations of Variable Thickness Functionally Graded Clamped Circular Plate
• Chapter 22. Performance Evaluation of Geometric Based Hybrid Approach for Facial Feature Localization
• Chapter 23.Optimal Land Allocation in Agricultural Production Planning Using Fuzzy Goal Programming
• Chapter 24. Quantitative Estimation for Impact of Genomic Features Responsible for 5’ and 3’ UTR Formation in Human Genome
• Chapter 25. Comparison of Multilayer Perceptron (MLP) and Support Vector Machine (SVM) in Predicting Green Pellet Characteristics of Manganese Concentrate
• Chapter 26. Audio Pattern Recognition and Mood Detection System
• Chapter 27. SUMDOC: A Unified Approach for Automatic Text Summarization
• Chapter 28. Improvising and Optimizing Resource Utilization in Big Data Processing
• Chapter 29. Region Based Prediction and Quality Measurements for Medical Image Compression.-Chapter 30. Recent Advancements of Energy Efficient Routing in Wireless Sensor Networks: A Survey
• Chapter 31. A Novel Approach for Market Prediction Using Differential Evolution & Genetic Algorithm
• Chapter 32. A Novel Approach for Actuation of Robotic Arm using EEG and Video Processing
• Chapter 33. A Survey: Artificial Neural Network for Character Recognition
• Chapter 34. Crosstalk Noise Voltage Analysis in Global Interconnects
• Chapter 35. A Comparative Analysis of Copper and Carbon NanoTubes Based Global Interconnects in 32nm Technology
• Chapter 36. Comparative Analysis of Si-MOSFET and CNFET Based 28T Full Adder.-Chapter 37. Cuckoo Search Based Scale Value Optimization for Enhancement in Retinal Image Registration
• Chapter 38. Optimal Demand Side Bidding Using Evolutionary Algorithm in Deregulated Environment
• Chapter 39.Optimized Point Robot Path Planning in Cluttered Environment Using GA.-Chapter 40. ITMS (Intelligent Traffic Management System)
• Chapter 41.Intelligent Parking Management System Using RFID
• Chapter 42.Performance Analysis of DE over K-Means Proposed Model of Soft Computing
• Chapter 43. Fuzzy Controller for Flying Capacitor Multicell Inverter
• Chapter 44. Dispersion Effects on MHD Casson Fluid Flow Over a Vertical Cone Saturated with Non-Darcy Porous Medium
• Chapter 45.JUPred_SVM: Prediction of Phosphorylation Sites Using a Consensus of SVM Classifiers
• Chapter 46. Fuzzy Logic Based Gait Phase Detection Using Passive Markers
• Chapter 47. Extraction of Blood Vessels and Optic Disc Segmentation for Retinal Disease Classification
• Chapter 48. Improved Local Search in Shuffled Frog Leaping Algorithm
• Chapter 49. Shuffled Frog Leaping Algorithm with Adaptive Exploration
• Chapter 50.Intuitionistic Trapezoidal Fuzzy Prioritized Weighted Geometric Operator: An Algorithm for the Selection of Suitable Treatment for Lung Cancer
• Chapter 51. Fuzzy Controller for Reversing Voltage Topology MLI
• Chapter 52. Image Quality Assessment Based Approach to Estimate the Age of Pencil Sketch
• Chapter 53. Self-Similarity Descriptor and Local Descriptors Based Composite Sketch Matching
• Chapter 54. Multi-objective Colliding Bodies Optimization
• Chapter 55. Printed Hindi Characters Recognition Using Neural Network
• Chapter 56. Rendering Rigid Shadows Using Hybrid Algorithm
• Chapter 57. Analysis of Role Based Access Control in Software Defined Networking
• Chapter 58.Analysis and Comparison of Regularization Techniques for Image Deblurring
• Chapter 59. An Approach to Solve Multi-objective Linear Fractional Programming Problem
• Chapter 60. A Fuzzy-AHP Approach for Calculating the Weights of Disassembly Line Balancing Criteria
• Chapter 61. An Efficient Compression of Encrypted Images Using WDR Coding.-Chapter 62. SVD Based Fragile Reversible Data Hiding Using DWT
• Chapter 63. Static Economic Dispatch Incorporating UPFC using Artificial Bee Colony Algorithm
• Chapter 64. Edge preservation Based CT Image Denoising Using Wavelet and Curvelet Transforms
• Chapter 65.Critical Analysis of Clustering Algorithms for Wireless Sensor Networks
• Chapter 66. Nelder-Mead and Non Uniform Based Self Organizing Migrating Algorithm
• Chapter 67. Surrogate-assisted Differential Evolution with an Adaptive Evolution Control Based on Feasibility to Solve Constrained Optimization Problems
• Chapter 68.PSO-TVAC Based Economic Load Dispatch with Valve Point Loading
• Chapter 69. A Heuristic Based on AHP and TOPSIS for Disassembly Line Balancing.-Chapter 70. Use of Intuitionistic Fuzzy Time Series in Forecasting Enrollments to an Academic Institution
• Chapter 71. An Improved Privacy-Preserving Public Auditing for Secure Cloud Storage
• Chapter 72. A Simulation Study with Mobility Models Based on Routing Protocol.-Chapter 73. Genetic Based Weighted Aggregation Model for Optimization of Student’s Performance in Higher Education
• Chapter 74. Improved Convergence Behavior by Using Best Solutions to Enhance Harmony Search Algorithm
• Chapter 75. MVM: MySQL Vs MongoDB
• Chapter 76. A Novel Single Band Microstrip Antenna with Hexagonal Fractal for Surveillance Radar Application
• Chapter 77. Optimization of Hyper-Spectral Images and Performance Evaluation Using Effective Loss Algorithm
• Chapter 78.Comparative Study of Bakhshālī Square Root Method with Newton’s Iterative Method
• Chapter 79. Dynamic Resource Allocation for Multi-tier Applications in Cloud
• Chapter 80. Comparison of Image Restoration and Segmentation of the Image Using Neural Network
• Chapter 81.Performance Evaluation of PCA and ICA Algorithm For Facial Expression Recognition Application
• Chapter 82. Modified PSO Algorithm for Controller Optimization of a PFC ĆUK Converter Fed PMBLDCM Drive.-Chapter 83. Speed Controller Optimization for PMSM Drive Using PSO Algorithm
• Chapter 84. Parallelization of Simulated Annealing Algorithm for FPGA Placement and Routing
• Chapter 85. Review of Image Acquisition and Classification Methods on Early Detection of Skin Cancer
• Chapter 86. Enhancement of Mobile Ad-hoc Network Security Using Improved RSA Algorithm
• Chapter 87.
• Empirical Study of Grey Wolf Optimizer and Development of a New Modified Version of Grey Wolf Optimizer
• Chapter 88. Evaluation of Huffman-code and B-code Algorithms for Image Compression Standards.