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Advances in Computational Intelligence

Proceedings of International Conference on Computational Intelligence 2015

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Sudip Kumar Sahana

    1. Department of Computer Science and Engineering, Birla Institute of Technology Mesra, Ranchi, India

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    You can also search for this editor in PubMed   Google Scholar

  2. Sujan Kumar Saha

    1. Department of Computer Science and Engineering, Birla Institute of Technology Mesra, Ranchi, India

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Includes a special section containing interdisciplinary applications of computational intelligence
  • Includes keynote lectures delivered at the conference
  • Covers work in emerging areas in the field of computational intelligence
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 509)

Included in the following conference series:

Conference proceedings info: ICCI 2015.

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Table of contents (41 papers)

  1. Front Matter

    Pages i-xiii
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  2. Fuzzy Logic

    1. Front Matter

      Pages 1-1
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    2. A New Approach to Interval-Valued Fuzzy Soft Sets and Its Application in Decision-Making

      • B. K. Tripathy, T. R. Sooraj, R. K. Mohanty
      Pages 3-10

    3. A Grid-Based Approach to Prolong Lifetime of WSNs Using Fuzzy Logic

      • Ajai Kumar Mishra, Rakesh Kumar, Vimal Kumar, Jitendra Singh
      Pages 11-22

    4. Harmonics Minimization in Inverter Using Fuzzy Controller-Based Photovoltaic Cell

      • Subha Darsini Misra, Asish Ku. Nanda, Sudhansu Kumar Mishra
      Pages 23-31

    5. Fuzzy Logic-Based Unequal Clustering with On-Demand-Based Clustering Approach for a Better Lifetime of Wireless Sensor Network

      • D. R. Das Adhikary, Dheeresh K. Mallick
      Pages 33-43

    6. Intuitionistic Fuzzy-Based Multi-Attribute Decision-Making Approach for Selection of Inventory Policy

      • Mahuya Deb, Prabjot Kaur
      Pages 45-54

  3. Artificial Neural Network

    1. Front Matter

      Pages 55-55
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    2. An NSGA II-Based Approach for Optimization of Reconfigurable Cellular Manufacturing System

      • Rajeev Kant, Vijay Pandey, L. N. Pattanaik
      Pages 57-66

    3. Advance Prediction of Adverse Digressions in Continuous-Time Systems Using ANN Kernels: A Generic Approach Instantiated in Steel Manufacturing

      • Arya K. Bhattacharya, K. Rajasekar
      Pages 67-79

    4. Determination of Suitable ANN Architecture for Groundwater Fluoride Prediction

      • Kumari Neeta, Pathak Gopal
      Pages 81-88

    5. Neural Network Based Breakout Predicting System for All Four Strands of Caster in a Continuous Casting Shop—A Case Study

      • Md Obaidullah Ansari, J. Ghose, R. Kumar
      Pages 89-99

    6. Software Reliability Prediction Based on Radial Basis Function Neural Network

      • Pravas Ranjan Bal, Durga Prasad Mohapatra
      Pages 101-110

  4. Genetic Algorithm and Bio-inspired Computing

    1. Front Matter

      Pages 111-111
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    2. Design of Two-Loop PID Controller for Inverted Cart-Pendulum System Using Modified Genetic Algorithm

      • D. Sain, S. K. Swain, S. K. Mishra
      Pages 113-121

    3. An Improved Heuristic K-Means Clustering Method Using Genetic Algorithm Based Initialization

      • D. Mustafi, G. Sahoo, A. Mustafi
      Pages 123-132

    4. Regression Test Case Prioritization Technique Using Genetic Algorithm

      • Dharmveer Kumar Yadav, Sandip Dutta
      Pages 133-140

    5. A Comparison Between Genetic Algorithm and Cuckoo Search Algorithm to Minimize the Makespan for Grid Job Scheduling

      • Tarun Kumar Ghosh, Sanjoy Das, Subhabrata Barman, Rajmohan Goswami
      Pages 141-147

    6. A Framework for Budget Allocation and Optimization Using Particle Swarm Optimization

      • Keshav Sinha, Annu Priya, Moumita Khowas
      Pages 149-158

    7. Gene Expression Profiling of Cervical Cancer Using Statistical Method

      • Deepak Kapse, Koel Mukherjee, Debadyuti Banerjee
      Pages 159-165
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Other volumes

  1. Advances in Computational Intelligence

Keywords

About this book

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. 

Editors and Affiliations

  • Department of Computer Science and Engineering, Birla Institute of Technology Mesra, Ranchi, India

    Sudip Kumar Sahana, Sujan Kumar Saha

About the editors

Dr. Sudip Kumar Sahana was born in Purulia West Bengal, India on 8th 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.

Bibliographic Information

  • Book Title: Advances in Computational Intelligence

  • Book Subtitle: Proceedings of International Conference on Computational Intelligence 2015

  • Editors: Sudip Kumar Sahana, Sujan Kumar Saha

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-981-10-2525-9

  • Publisher: Springer Singapore

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Science+Business Media Singapore 2017

  • Hardcover ISBN: 978-981-10-2524-2Published: 09 November 2016

  • Softcover ISBN: 978-981-10-9640-2Published: 29 June 2018

  • eBook ISBN: 978-981-10-2525-9Published: 08 November 2016

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIII, 450

  • Number of Illustrations: 72 b/w illustrations, 140 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence, User Interfaces and Human Computer Interaction

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