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Big Data Innovations and Applications

5th International Conference, Innovate-Data 2019, Istanbul, Turkey, August 26–28, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Muhammad Younas

    1. School of ECM, Oxford Brookes University, Oxford, UK

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    You can also search for this editor in PubMed   Google Scholar

  2. Irfan Awan

    1. Department of Informatics, University of Bradford , Bradford, UK

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    You can also search for this editor in PubMed   Google Scholar

  3. Salima Benbernou

    1. Universite Paris Descartes, Paris, France

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1054)

Included in the following conference series:

Conference proceedings info: Innovate-Data 2019.

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About this book

This volume constitutes the refereed proceedings of the 5th International Conference on Big Data Innovations and Applications, Innovate-Data 2019, held in Istanbul, Turkey, in August 2019.

The 15 revised full papers and 1 short paper presented in this volume were carefully reviewed and selected from 48 submissions. The papers are organized in topical sections on advances in big data systems; machine learning and data analytics; big data innovation and applications; security and risk analysis.

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Table of contents (16 papers)

  1. Front Matter

    Pages i-xii
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  2. Advances in Big Data Systems

    1. Front Matter

      Pages 1-1
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    2. Enabling Joins over Cassandra NoSQL Databases

      • Haridimos Kondylakis, Antonis Fountouris, Apostolos Planas, Georgia Troullinou, Dimitris Plexousakis
      Pages 3-17

    3. MapReduce Join Across Geo-Distributed Data Centers

      • Giuseppe Di Modica, Orazio Tomarchio
      Pages 18-31

    4. Mobile Device Identification via User Behavior Analysis

      • Kadriye Dogan, Ozlem Durmaz Incel
      Pages 32-46

    5. A SAT-Based Formal Approach for Verifying Business Process Configuration

      • Abderrahim Ait Wakrime, Souha Boubaker, Slim Kallel, Walid Gaaloul
      Pages 47-62

  3. Machine Learning and Data Analytics

    1. Front Matter

      Pages 63-63
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    2. TSWNN+: Check-in Prediction Based on Deep Learning and Factorization Machine

      • Chang Su, Ningning Liu, Xianzhong Xie, Shaowen Peng
      Pages 65-79

    3. Deep Learning Based Sentiment Analysis on Product Reviews on Twitter

      • Aytuğ Onan
      Pages 80-91

    4. A Cluster-Based Machine Learning Model for Large Healthcare Data Analysis

      • Fatemeh Sharifi, Emad Mohammed, Trafford Crump, Behrouz H. Far
      Pages 92-106

    5. Satire Detection in Turkish News Articles: A Machine Learning Approach

      • Mansur Alp Toçoğlu, Aytuğ Onan
      Pages 107-117

  4. Big Data Innovation and Applications

    1. Front Matter

      Pages 119-119
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    2. Committee of the SGTM Neural-Like Structures with Extended Inputs for Predictive Analytics in Insurance

      • Roman Tkachenko, Ivan Izonin, Michal Greguš ml., Pavlo Tkachenko, Ivanna Dronyuk
      Pages 121-132

    3. Game Analytics on Free to Play

      • Robert Flunger, Andreas Mladenow, Christine Strauss
      Pages 133-141

    4. A Decentralized File Sharing Framework for Sensitive Data

      • Onur Demir, Berkay Kocak
      Pages 142-149

    5. The Information System for the Research in Carotid Atherosclerosis

      • Jiri Blahuta, Tomas Soukup
      Pages 150-161

  5. Security and Risk Analysis

    1. Front Matter

      Pages 163-163
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    2. Big Data Analytics for Financial Crime Typologies

      • Kirill Plaksiy, Andrey Nikiforov, Natalia Miloslavskaya
      Pages 165-178

    3. Development of a Model for Identifying High-Risk Operations for AML/CFT Purposes

      • Pavel Y. Leonov, Viktor P. Suyts, Oksana S. Kotelyanets, Nikolai V. Ivanov
      Pages 179-192

    4. Monitoring System for the Housing and Utility Services Based on the Digital Technologies IIoT, Big Data, Data Mining, Edge and Cloud Computing

      • Vasiliy S. Kireev, Pyotr V. Bochkaryov, Anna I. Guseva, Igor A. Kuznetsov, Stanislav A. Filippov
      Pages 193-205
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Other volumes

  1. Big Data Innovations and Applications

Editors and Affiliations

  • School of ECM, Oxford Brookes University, Oxford, UK

    Muhammad Younas

  • Department of Informatics, University of Bradford , Bradford, UK

    Irfan Awan

  • Universite Paris Descartes, Paris, France

    Salima Benbernou

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