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Advances in Information and Communication Networks

Proceedings of the 2018 Future of Information and Communication Conference (FICC), Vol. 2

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Kohei Arai

    1. Faculty of Science and Engineering, Saga University, Saga, Japan

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  2. Supriya Kapoor

    1. The Science and Information (SAI) Organization, Bradford, UK

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  3. Rahul Bhatia

    1. The Science and Information (SAI) Organization, New Delhi, India

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  • Highlights recent advances in information and communication networks
  • Includes the proceedings of the Future of Information and Communication Conference (FICC) 2018, which took place in Singapore on 5–6 April, 2018
  • Written by respected experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 887)

Included in the following conference series:

Conference proceedings info: FICC 2018.

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Table of contents (57 papers)

  1. Front Matter

    Pages i-xi
    Download chapter PDF

  2. Hybrid Data Mining to Reduce False Positive and False Negative Prediction in Intrusion Detection System

    • Bala Palanisamy, Biswajit Panja, Priyanka Meharia
    Pages 1-12

  3. Adblock Usage in Web Advertisement in Poland

    • Artur Strzelecki, Edyta Abramek, Anna Sołtysik-Piorunkiewicz
    Pages 13-23

  4. Open Algorithms for Identity Federation

    • Thomas Hardjono, Alex Pentland
    Pages 24-42

  5. A Hybrid Anomaly Detection System for Electronic Control Units Featuring Replicator Neural Networks

    • Marc Weber, Felix Pistorius, Eric Sax, Jonas Maas, Bastian Zimmer
    Pages 43-62

  6. Optimizing Noise Level for Perturbing Geo-location Data

    • Abhinav Palia, Rajat Tandon
    Pages 63-73

  7. Qualitative Analysis for Platform Independent Forensics Process Model (PIFPM) for Smartphones

    • F. Chevonne Thomas Dancer
    Pages 74-89

  8. Privacy Preserving Computation in Home Loans Using the FRESCO Framework

    • Fook Mun Chan, Quanqing Xu, Hao Jian Seah, Sye Loong Keoh, Zhaohui Tang, Khin Mi Mi Aung
    Pages 90-107

  9. Practically Realisable Anonymisation of Bitcoin Transactions with Improved Efficiency of the Zerocoin Protocol

    • Jestine Paul, Quanqing Xu, Shao Fei, Bharadwaj Veeravalli, Khin Mi Mi Aung
    Pages 108-130

  10. Walsh Sampling with Incomplete Noisy Signals

    • Yi Janet Lu
    Pages 131-144

  11. Investigating the Effective Use of Machine Learning Algorithms in Network Intruder Detection Systems

    • Intisar S. Al-Mandhari, L. Guan, E. A. Edirisinghe
    Pages 145-161

  12. Anonymization of System Logs for Preserving Privacy and Reducing Storage

    • Siavash Ghiasvand, Florina M. Ciorba
    Pages 162-179

  13. Detecting Target-Area Link-Flooding DDoS Attacks Using Traffic Analysis and Supervised Learning

    • Mostafa Rezazad, Matthias R. Brust, Mohammad Akbari, Pascal Bouvry, Ngai-Man Cheung
    Pages 180-202

  14. Intrusion Detection System Based on a Deterministic Finite Automaton for Smart Grid Systems

    • Nadia Boumkheld, Mohammed El Koutbi
    Pages 203-211

  15. The Detection of Fraud Activities on the Stock Market Through Forward Analysis Methodology of Financial Discussion Boards

    • Pei Shyuan Lee, Majdi Owda, Keeley Crockett
    Pages 212-220

  16. Security Enhancement of Internet of Things Using Service Level Agreements and Lightweight Security

    • Shu-Ching Wang, Ya-Jung Lin, Kuo-Qin Yan, Ching-Wei Chen
    Pages 221-235

  17. Enhancing the Usability of Android Application Permission Model

    • Zeeshan Haider Malik, Habiba Farzand, Zahra Shafiq
    Pages 236-255

  18. MUT-APR: MUTation-Based Automated Program Repair Research Tool

    • Fatmah Y. Assiri, James M. Bieman
    Pages 256-270

  19. GPU_MF_SGD: A Novel GPU-Based Stochastic Gradient Descent Method for Matrix Factorization

    • Mohamed A. Nassar, Layla A. A. El-Sayed, Yousry Taha
    Pages 271-287

  20. Effective Local Reconstruction Codes Based on Regeneration for Large-Scale Storage Systems

    • Quanqing Xu, Hong Wai Ng, Weiya Xi, Chao Jin
    Pages 288-303
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Other volumes

  1. Advances in Information and Communication Networks

  2. Advances in Information and Communication Networks

Keywords

About this book

The book, gathering the proceedings of the Future of Information and Communication Conference (FICC) 2018, is a remarkable collection of chapters covering a wide range of topics in areas of information and communication technologies and their applications to the real world. It includes 104 papers and posters by pioneering academic researchers, scientists, industrial engineers, and students from all around the world, which contribute to our understanding of relevant trends of current research on communication, data science, ambient intelligence, networking, computing, security and Internet of Things. 

This book collects state of the art chapters on all aspects of information science and communication technologies, from classical to intelligent, and covers both theory and applications of the latest technologies and methodologies. 

Presenting state-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of the future research, this book is an interesting and useful resource.

The chapter “Emergency Departments” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Editors and Affiliations

  • Faculty of Science and Engineering, Saga University, Saga, Japan

    Kohei Arai

  • The Science and Information (SAI) Organization, Bradford, UK

    Supriya Kapoor

  • The Science and Information (SAI) Organization, New Delhi, India

    Rahul Bhatia

Bibliographic Information

  • Book Title: Advances in Information and Communication Networks

  • Book Subtitle: Proceedings of the 2018 Future of Information and Communication Conference (FICC), Vol. 2

  • Editors: Kohei Arai, Supriya Kapoor, Rahul Bhatia

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-03405-4

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Softcover ISBN: 978-3-030-03404-7Published: 01 January 2019

  • eBook ISBN: 978-3-030-03405-4Published: 26 December 2018

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XI, 773

  • Number of Illustrations: 114 b/w illustrations, 294 illustrations in colour

  • Topics: Communications Engineering, Networks, Computational Intelligence

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