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  • Conference proceedings
  • © 2019

Data Management, Analytics and Innovation

Proceedings of ICDMAI 2018, Volume 1

  • Presents the latest research findings in the areas of data management and data analytics
  • Discusses state-of-the-art topics as well as the challenges and solutions for future development
  • Serves as a reference for researchers and practitioners in academia and industry

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 808)

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Table of contents (37 papers)

  1. Front Matter

    Pages i-xix
  2. Data Management and Smart Informatics

    1. Front Matter

      Pages 1-1
    2. Improved Rotated Local Binary Pattern

      • Divya Khare, D. R. Gangodkar, Saurabh Dwivedi
      Pages 3-17
    3. An Introduction to Quantum Search Algorithm and Its Implementation

      • Jose P. Dumas, Kapil Soni, Akhtar Rasool
      Pages 19-31
    4. Smart Waste Management for Segregating Different Types of Wastes

      • Rashi Kansara, Pritee Bhojani, Jigar Chauhan
      Pages 33-46
    5. Performance Evaluation and Analysis of Feature Selection Algorithms

      • Tanuja Pattanshetti, Vahida Attar
      Pages 47-60
    6. Vertex Importance Extension of Betweenness Centrality Algorithm

      • Jiří Hanzelka, Michal Běloch, Jan Martinovič, Kateřina Slaninová
      Pages 61-72
  3. Big Data Management

    1. Front Matter

      Pages 87-87
    2. A Review of Software Defect Prediction Models

      • Harshita Tanwar, Misha Kakkar
      Pages 89-97
    3. Parallel Clustering for Data Mining in CRM

      • E. Manigandan, V. Shanthi, Magesh Kasthuri
      Pages 117-127
    4. Digital Data Preservation—A Viable Solution

      • Krishnan Arunkumar, Alagarsamy Devendran
      Pages 129-141
    5. Big Data Security Threats and Prevention Measures in Cloud and Hadoop

      • Manoranjan Behera, Akhtar Rasool
      Pages 143-156
    6. Optimized Capacity Scheduler for MapReduce Applications in Cloud Environments

      • Adepu Sree Lakshmi, N. Subhash Chandra, M. BalRaju
      Pages 157-169
    7. Big Data Analytics Provides Actionable Insights into Ship Emissions

      • Frank Cremer, Muktha Muralee
      Pages 171-182
  4. Artificial Intelligence and Data Analysis

    1. Front Matter

      Pages 183-183
    2. Subspace Clustering—A Survey

      • Bhagyashri A. Kelkar, Sunil F. Rodd
      Pages 209-220

About this book

The book presents the latest, high-quality, technical contributions and research findings in the areas of data management and smart computing, big data management, artificial intelligence and data analytics, along with advances in network technologies. It discusses state-of-the-art topics as well as the challenges and solutions for future development. It includes original and previously unpublished international research work highlighting research domains from different perspectives. This book is mainly intended for researchers and practitioners in academia and industry.

Editors and Affiliations

  • Department of Automatics and Applied Software, Aurel Vlaicu University of Arad, Arad, Romania

    Valentina Emilia Balas

  • Audyogik Tantra Shikshan Sanstha’s, IICMR, Pune, India

    Neha Sharma

  • Faculty of Engineering and Technology, A. K. Choudhury School of Information Technology, Kolkata, India

    Amlan Chakrabarti

About the editors

Dr. Valentina E. Balas is currently Professor at the University Aurel Vlaicu of Arad, Romania. She is author of more than 270 research papers in refereed journals and International Conferences. Her research interests are in Intelligent Systems, Fuzzy Control, Soft Computing, Smart Sensors, Information Fusion, Modeling and Simulation. 

She is Editor-in Chief to International Journal of Advanced Intelligence Paradigms (IJAIP) and International Journal of Computational Systems Engineering (IJCSysE), member in Editorial Boards for national and international journals, serves as reviewer for many International Journals. She is General Co-Chair to seven editions of International Workshop Soft Computing Applications (SOFA) starting from 2005.

Dr. Balas was editor for more than 25 books in Springer and Elsevier. She is series editor for the work entitled Elsevier Biomedical Engineering from October 2017. Dr. Balas was participating in manyinternational conferences as General Chair, Organizer, Session Chair and member in International Program Committee. She was Vice-president (Awards) of IFSA International Fuzzy Systems Association Council (2013-2015), responsible with recruiting to European Society for Fuzzy logic and Technology – EUSFLAT (2011-2013), Senior member IEEE, member in Technical Committees to Fuzzy Sets and Systems and Emergent Technologies to IEEE CIS and member in Technical Committee to Soft Computing to IEEE SMC.

Dr. Neha Sharma is serving as Professor at Vidya Pratishthan’s Institute of Information Technology (VIIT, Baramati), Pune and Secretary of Society for Data Science, India. Prior to this she has worked as Director, Zeal Institute of Business Administration, Computer Application & Research, Pune, Maharashtra, India, as Dy. Director, Padmashree Dr. D.Y.Patil Institute of Master of Computer Applications, Akurdi, Pune and as Professor at IICMR, Pune. She is an alumnus of a premier College of Engineering affiliated to Orissa University of Agriculture and Technology, Bhubaneshwar.  Neha Sharma has completed her PhD from prestigious Indian Institute of Technology (ISM), Dhanbad. She is a Website and Newsletter Chair of IEEE Pune Section and served as Student Activity Committee Chair for IEEE Pune Section as well. She is an astute academician and has organized several national and international conferences and seminars. She has published several papers in reputed indexed journals, both national as well as international. She is a well known figure among the IT circle of Pune, and well sought over for her sound knowledge and professional skills. Neha Sharma has been instrumental in integrating teaching with the current needs of the Industry and steering the college to the present stature. Not only loved by her students, who currently are employed in reputed firms; for her passion to mingle freely with every one, Neha Sharma enjoys the support of her colleagues as well. She is the recipient of “Best PhD Thesis Award” and “Best Paper Presenter at International Conference Award” at National Level by Computer Society of India. Her area of interest includes Data Mining, Database Design, Analysis and Design, Artificial intelligence, Big data and Cloud Computing.

Dr Amlan Chakrabarti is an ACM Distinguished Speaker, who is presently the Dean Faculty of Engineering and Technology and Director of the A.K.Choudhury School of Information Technology, University of Calcutta. He is an M.Tech. from University of Calcutta and did his Doctoral research at the Indian Statistical Institute, Kolkata. He was a Post-Doctoral fellow at the School of Engineering, Princeton University, USA during 2011-2012. He is the recipient of DST BOYSCAST fellowship award in the area of Engineering Science in 2011, Indian National Science Academy Visiting Scientist Fellowship in 2014, JSPS Invitation Research Award from Japan in 2016, Erasmus Mundus Leaders Award from European Union in 2017 and Hamied Visiting Fellowship of University of Cambridge in 2018. He is the Team Leader of European Center for Research in Nuclear Science (CERN, Geneva) ALICE-India project for University of Calcutta and also a key member of the CBM-FAIR project at Darmstadt Germany.  He is also the Principal Investigator of the Center of Excellence in Systems Biology and Biomedical Engineering, University of Calcutta funded by MHRD (TEQIP-II).

 He has published around 120 research papers in referred journals and conferences. He has been involved in research projects funded by DRDO, DST, DAE, DeITy, UGC, Ministry of Social Empowerment, TCS and TEQIP-II. He is a Sr. Member of IEEE, Secretary of IEEE CEDA India Chapter and Sr. Member of ACM. His research interests are: Quantum Computing, VLSI design, Embedded System Design, Computer Vision and Analytics.

Bibliographic Information

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
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