Skip to main content
  • Conference proceedings
  • © 2019

Computational Intelligence in Data Mining

Proceedings of the International Conference on CIDM 2017

  • Contains current research issues of developments of soft computing, data mining and computational intelligence
  • Presents applications of current issues of research in green computing, big data analysis and nature inspired computing
  • Introduces attractive resource to meet new research challenges and problem findings in data mining

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 711)

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

This is a preview of subscription content, log in via an institution to check for access.

Table of contents (79 papers)

  1. Stability Analysis in RECS-Integrated Multi-area AGC System with SOS Algorithm Based Fuzzy Controller

    • Prakash Chandra Sahu, Ramesh Chandra Prusty, Sidhartha Panda
    Pages 225-235
  2. Log-Based Reward Field Function for Deep-Q-Learning for Online Mobile Robot Navigation

    • Arun Kumar Sah, Prases K. Mohanty, Vikas Kumar, Animesh Chhotray
    Pages 237-248
  3. Integrated Design for Assembly Approach Using Ant Colony Optimization Algorithm for Optimal Assembly Sequence Planning

    • G. Bala Murali, B. B. V. L. Deepak, B. B. Biswal, Bijaya Kumar Khamari
    Pages 249-259
  4. Land Records Data Mining: A Developmental Tool for Government of Odisha

    • Pabitrananda Patnaik, Subhashree Pattnaik, Prashant Kumar Pramanik
    Pages 273-286
  5. Piecewise Modeling of ECG Signals Using Chebyshev Polynomials

    • Om Prakash Yadav, Shashwati Ray
    Pages 287-296
  6. Farthest SMOTE: A Modified SMOTE Approach

    • Anjana Gosain, Saanchi Sardana
    Pages 309-320
  7. DKFCM: Kernelized Approach to Density-Oriented Clustering

    • Anjana Gosain, Tusharika Singh
    Pages 321-331
  8. Comparative Study of Optimal Overcurrent Relay Coordination Using Metaheuristic Techniques

    • Shimpy Ralhan, Richa Goswami, Shashwati Ray
    Pages 333-344
  9. Prediction of Gold Price Movement Using Discretization Procedure

    • Debanjan Banerjee, Arijit Ghosal, Imon Mukherjee
    Pages 345-356
  10. Language Discrimination from Speech Signal Using Perceptual and Physical Features

    • Ghazaala Yasmin, Ishani DasGupta, Asit K. Das
    Pages 357-367
  11. Constructing Fuzzy Type-I Decision Tree Using Fuzzy Type-II Ambiguity Measure from Fuzzy Type-II Datasets

    • Mohamed A. Elashiri, Ahmed T. Shawky, Abdulah S. Almahayreh
    Pages 369-378
  12. Aspect-Level Sentiment Analysis on Hotel Reviews

    • Nibedita Panigrahi, T. Asha
    Pages 379-389
  13. Node Grouping and Link Segregation in Circular Layout with Edge Bundling

    • Surbhi Dongaonkar, Vahida Attar
    Pages 391-399
  14. Hydropower Generation Optimization and Forecasting Using PSO

    • D. Kiruthiga, T. Amudha
    Pages 411-421
  15. Performance Analysis of Tree-Based Approaches for Pattern Mining

    • Anindita Borah, Bhabesh Nath
    Pages 435-448

About this book

The International Conference on “Computational Intelligence in Data Mining” (ICCIDM), after three successful versions, has reached to its fourth version with a lot of aspiration. The best selected conference papers are reviewed and compiled to form this volume. The proceedings discusses the latest solutions, scientific results and methods in solving intriguing problems in the fields of data mining, computational intelligence, big data analytics, and soft computing. The volume presents a sneak preview into the strengths and weakness of trending applications and research findings in the field of computational intelligence and data mining along with related field. 

Editors and Affiliations

  • Department of Computer Science and Engineering & Information Technology, Veer Surendra Sai University of Technology, Sambalpur, India

    Himansu Sekhar Behera

  • Department of Computer Science and Engineering, Sri Sivani College of Engineering (SSCE), Srikakulam, India

    Janmenjoy Nayak

  • Department of Computer Application, Veer Surendra Sai University of Technology, Sambalpur, India

    Bighnaraj Naik

  • Machine Intelligence Research (MIR) Lab, Auburn, USA

    Ajith Abraham

About the editors

Prof. Himansu Sekhar Behera is working as a Associate Professor in the Department of Computer Sc. Engineering & Information Technology, Veer Surendra Sai University of Technology (VSSUT) (A Unitary Technical University, Established by Govt. of Odisha), Burla, Odisha. He has received M.Tech in Computer Science & Engineering from N.I.T, Rourkela (formerly R.E.C, Rourkela) and Doctor of Philosophy in Engineering (Ph.D.) from Biju Pattnaik University of Technology (BPUT), Rourkela, Govt. of Odisha respectively. He has published more than 80 research papers in various international Journals and Conferences, Edited 11 books and is acting as a Member of the Editorial / Reviewer Board of various international journals. He is a proficient in the field of Computer Science Engineering and served the capacity of program chair, tutorial chair and act as advisory member of committees of many national and international conferences. His research interest includes Data Mining and Intelligent Computing.He is associated with various educational and research societies like OITS, ISTE, IE, ISTD, CSI, OMS, AIAER, SMIAENG, SMCSTA etc. He is currently guiding seven Ph.D. scholars and three scholars have awarded under his guidance.

Dr. Janmenjoy Nayak is working as an Associate Professor, Sri Sivani College of Engineering, Srikakulam, Andhra Pradesh, India. He has been awarded INSPIRE Research Fellowship from Department of Science & Technology, Govt. of India (both as JRF and SRF level) for doing his Doctoral Research in the Department of Computer Sc. Engineering & Information Technology, Veer Surendra Sai University of Technology, Burla, Odisha, India. He completed his M.Tech. degree (Gold Medalist & Topper of the Batch) in Computer Science from Fakir Mohan University, Balasore, Odisha, India and M. Sc. degree (Gold Medalist & Topper of the Batch) in Computer Science from Ravenshaw University, Cuttack, Odisha, India . He has published more than 50 research papers in various reputed peer reviewed International Conferences, Referred Journals and Book Chapters. He has also published one Text book on “Formal Languages and Automata Theory” in Vikash Publishing House Pvt. Ltd., which has been widely acclaimed throughout the country and abroad by the students of all levels. He is the recipient of “Young Faculty in Engineering” award from Centre of Advance Research and Design, VIFA-2017, Chennai, India, for exceptional academic records and research excellence in the area of Computer Science and Engineering. He has been serving as an active member of reviewer committee of various reputed peer reviewed journals such as IET Intelligent Transport Systems, Journal of Classification, Springer, International Journal of Computational System Engineering, International Journal of Swarm Intelligence, International Journal of Computational Science and Engineering, International Journal of Data Science etc. He is the life member of some of the reputed societies like CSI, India, OITS, OMS, IAENG (Hong Kong) etc. His area of interest includes data mining, nature inspired algorithms and soft computing.

Dr. Bighnaraj Naik is an Assistant Professor in the Department of Computer Applications, Veer Surendra Sai University of Technology, Burla, Odisha, India. He received his Doctoral degree from the Department of Computer Sc. Engineering & Information Technology, Veer Surendra Sai University of Technology, Burla, Odisha, India, Master degree from Institute of Technical Education and Research, SOA University, Bhubaneswar, Odisha, India and Bachelor degree from National Institute of Science and Technology, Berhampur, Odisha, India. He has published more than 50 research papers in various reputed peer reviewed International Conferences, Referred Journals and Book Chapters. He has more than eight years of teaching experience in the field of Computer Science and Information Technology. He is the life member of International Association of Engineers (Hong Kong). Hisarea of interest includes Data Mining, Soft Computing, etc. He is the recipient of “Young Faculty in Engineering” award for the year 2017 from Centre of Advance Research and Design, VIFA-2017, Chennai, India, for exceptional academic records and research excellence in the area of Computer Science and Engineering. He has been serving as an active member of reviewer committee of various reputed peer reviewed journals such as Swarm and Evolutionary Computation, Elsevier, Journal of King Saud University, Elsevier, International Journal of Computational System Engineering, Inderscience, International Journal of Swarm Intelligence, Inderscience, International Journal of Computational Science and Engineering, Inderscience, International Journal of Data Science, Inderscience, etc. Currently, He is serving as Editor of the book entitled “Information Security in Biomedical Signal Processing”, Publisher: IGI-Global, USA. Also He is the Guest Editor of International Journal of Computational Intelligence Studies, Inderscience Publication, and International Journal of Data Science and Analytics, Springer.

Prof. Ajith Abraham received the M.S. degree from Nanyang Technological University, Singapore, and the Ph.D. degree in Computer Science from Monash University, Melbourne, Australia. He is currently a Research Professor at the Technical University of Ostrava, Czech Republic. He is also the Director of Machine Intelligence Research Labs (MIR Labs), Scientific Network for Innovation and Research Excellence, which has members from more than 75 countries. He serves/has served the editorial board of over 50 International journals and has also guest edited 40 special issues on various topics. He is an author / co-author of more than 700 publications and some of the works have also won best paper awards at international conferences and also received several citations. Some articles are available in the ScienceDirect Top 25 hottest articles. He serves the IEEE Computer Society’sTechnical Committee on Scalable Computing and was the General Chair of the 8th International Conference on Pervasive Intelligence and Computing (PICOM 2009) and 2nd International Conference on Multimedia Information Networking and Security (MINES 2010). He is also the General Co-chair of MINES 2011. Since 2008, he is the Chair of IEEE Systems Man and Cybernetics Society Technical Committee on Soft Computing. Dr. Abraham is a Senior Member of the IEEE, the IEEE Computer Society, the Institution of Engineering and Technology (UK) and the Institution of Engineers Australia (Australia), etc. He is the founder of several IEEE sponsored annual conferences, which are now anual events – Hybrid Intelligent Systems (HIS – 11 years); Intelligent Systems Design and Applications (ISDA – 11 years); Information Assurance and Security (IAS – 7 years); Next Generation Web Services Practices (NWeSP – 7 years), Computational Aspects of Social Networks (CASoN – 3 years), Soft Computing and Pattern Recognition (SoCPaR – 3 years), Nature and Biologically Inspired Computing (NaBIC – 3 years) are some examples.

Bibliographic Information

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access