Advances in Computational Intelligence: Proceedings of International Conference on Computational Intelligence 2015

ISBN-13: 9789811025242 / Angielski / Twarda / 2016 / 450 str.

Sudip Kumar Sahana; Sujan Kumar Saha

Opis

This volume comprises the proceedings of the International Conference on Computational Intelligence 2015 (ICCI15). This book aims to bring together work from leading academicians, scientists, researchers and research scholars from across the globe on all aspects of computational intelligence. The work is composed mainly of original and unpublished results of conceptual, constructive, empirical, experimental, or theoretical work in all areas of computational intelligence. Specifically, the major topics covered include classical computational intelligence models and artificial intelligence, neural networks and deep learning, evolutionary swarm and particle algorithms, hybrid systems optimization, constraint programming, human-machine interaction, computational intelligence for the web analytics, robotics, computational neurosciences, neurodynamics, bioinspired and biomorphic algorithms, cross disciplinary topics and applications. The contents of this volume will be of use to researchers and professionals alike."

Spis treści

PART 1: Fuzzy Logic.- 1. A New Approach to Interval-Valued Fuzzy Soft Sets and its Application in Decision Making.- 2.A Grid Based Approach to Prolong Lifetime of WSNS using Fuzzy Logic.- 3.Harmonics Minimization in Inverter using  Fuzzy Controller Based Photovoltaic Cell.- 4. Fuzzy-Logic Based Unequal Clustering with on Demand Based Clustering Approach for a Better Lifetime of Wireless Sensor Network.- 5. Intuitionistic Fuzzy Based Multi Attribute Decision Making Approach for Selection of Inventory Policy.- PART 2: Artificial Neural Network.- 6. An NSGA II Based Approach for Optimization of Reconfigurable Cellular Manufacturing System.- 7. Advance Prediction of Adverse Digressions in Continuous-Time Systems Using ANN Kernels: A Generic Approach Instantiated in Steel Manufacturing.- 8. Determination of Suitable ANN Architecture for Groundwater Fluoride Prediction.- 9. Neural Network Based Breakout Predicting System for all Four Strands of Caster in a Continuous Casting Shop – A Case Study.- 10. Software Reliability Prediction Based on Radial Basis Function Neural  Network.- PART 3: Genetic Algorithm And Bio-Inspired Computing.- 11. Design of Two-Loop PID Controller for Inverted Cart- Pendulum System using Modified Genetic Algorithm.- 12. An Improved Heuristic K-Means Clustering Method using Genetic Algorithm Based Initialization.- 13. Regression Test Case Prioritization Technique using Genetic Algorithm.- 14. A Comparison between Genetic Algorithm and Cuckoo Search Algorithm to Minimize the Makespan for Grid Job Scheduling.- 15. A Framework for Budget Allocation and Optimization Using Particle Swarm Optimization.- 16. Gene Expression Profiling of Cervical Cancer using Statistical Method.- 17. Software Cost Estimation using Cuckoo Search.- 18.- The Insects of Innovative Computational Intelligence.- PART 4: Applications In Cloud Computing.- 19. Effect of VM Selection Heuristics on Energy Consumption and Slas During VM Migrations in Cloud Data Centers.- 20. Minimizing the Energy Consumption of Cloud Computing Data Centers using Queuing Theory.- 21. Cloud and Virtualization Based Log Management Service.- 22. Ranking Uncertain Distributed Database at Tuple-Level.- PART 5: Applications in Image Processing.- 23. Texture Based Watershed 3D Medical Image: Segmentation Based on Fuzzy Region.- 24. Real Time Face Detection in Ad Hoc Network of Android Smart Devices.- 25. Detection of Copy-Move Image Forgery using DCT.- 26. A New Learning Based Boosting in Multiple Classifier for Color Facial  Expression Identification.- 27. Efficient Face Detection using Neural Networks.- PART 6: Applications in Security.- 28. Scalable Framework For Developing Adaptive and Personalized User Interfaces.- 29. Fuzzy Based Privacy Preserving Approach in Centralized Database Environment.- 30. Cryptographic Key Extraction from Music.- 31. A Programming Based Boosting in Super-Classifier for Fingerprint Recognition.- 32. A Super Classifier with Programming Based Boosting Using Biometrics for Person.- 33. Improving Personalized Recommendations through overlapping Community Detection using Multi-View Ant Clustering and Association Rule Mining.- PART 7: Other Applications Of Computational Intelligence.- 34. Vehicle Vibration and Passengers Comfort.- 35. Performance Evaluation of Various Classifiers in Emotion Recognition Using Discrete Wavelet Transform, Linear Predictor Coefficients and Formant Features.- 36. A Quantitative Error Map Generation for Modification of Manual Socket for Below Knee Amputee.- 37. Quality of Services Aware Routing Protocol for Mobile Ad Hoc Networks for Multimedia Communication.- 38. Collectively Find Spatial Objects in Time-Dependent Spatial Network.- 39. Algorithm for Representation of Call-Duration  Graphs of Telephone Graph Using Multi-Layer Graph Techniques.- 40. Weibull Probability Distribution Function Based Matched Filter Approach for Retinal.- 41. Assessment of Values of Time-Domain and Frequency Domain Parameters for ECG Signals through HRV Analysis Using Symlets for Arrhythmia Prediction.

O autorze

Dr. Sudip Kumar Sahana was born in Purulia West Bengal, India on 8^th October, 1976. He received the B.E degree in Computer Technology from Nagpur University, India in 2001, the M.Tech. Degree in Computer Science in 2006 and Ph.D in Engineering in 2013 from the B.I.T. (Mesra), Ranchi, India. His major field of study is in Computer Science. He is currently working as Assistant Professor in the Department of Computer Science and Engineering, B.I.T. (Mesra), Ranchi, India. His research and teaching interests include soft computing, grid computing, network traffic management and artificial intelligence. He is author of number of research papers in the field of Computer Science. He is a lifetime member of Indian Society for Technical Education (ISTE).

Dr. Sujan Kumar Saha is currently a faculty member in the department of Computer Science and Engineering of Birla Institute of Technology Mesra, Ranchi, India. He has done his Ph.D. from the Computer Science and Engineering department of IIT Kharagpur (2010) and M.Tech. from IIT Delhi (2005). His main research interests include Natural Language Processing, Machine Learning, Web Mining and Educational Technology. He has authored around 25 research articles in various reputed international Journals and Conferences. Total citation count of his research papers is 156. He has also served as reviewer of various journals and conferences.