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Intelligence and Security Informatics

11th Pacific Asia Workshop. PAISI 2016, Auckland, New Zealand, April 19, 2016, Proceedings

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Michael Chau

    1. The University of Hong Kong, Hong Kong, Hong Kong

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  2. G. Alan Wang

    1. Virginia Tech, Blacksburg, USA

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  3. Hsinchun Chen

    1. The University of Arizona, Tucson, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9650)

Part of the book sub series: Security and Cryptology (LNSC)

Included in the following conference series:

Conference proceedings info: PAISI 2016.

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Table of contents (14 papers)

  1. Front Matter

    Pages I-XII
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  2. Network-Based Data Analytics

    1. Front Matter

      Pages 1-1
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    2. The Use of Reference Graphs in the Entity Resolution of Criminal Networks

      • David Robinson
      Pages 3-18

    3. Heterogeneous Information Networks Bi-clustering with Similarity Regularization

      • Xianchao Zhang, Haixin Li, Wenxin Liang, Linlin Zong, Xinyue Liu
      Pages 19-30

  3. Data and Text Mining

    1. Front Matter

      Pages 31-31
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    2. A Profile-Based Authorship Attribution Approach to Forensic Identification in Chinese Online Messages

      • Jianbin Ma, Bing Xue, Mengjie Zhang
      Pages 33-52

    3. Multilevel Syntactic Parsing Based on Recursive Restricted Boltzmann Machines and Learning to Rank

      • Jungang Xu, Hong Chen, Shilong Zhou, Ben He
      Pages 53-62

    4. Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data

      • He Zhao, Xiaojun Chen, Tung Nguyen, Joshua Zhexue Huang, Graham  Williams, Hui Chen
      Pages 63-72

    5. Revisiting Attribute Independence Assumption in Probabilistic Unsupervised Anomaly Detection

      • Sunil Aryal, Kai Ming Ting, Gholamreza Haffari
      Pages 73-86

    6. Incremental Privacy-Preserving Association Rule Mining Using Negative Border

      • Duc H. Tran, Wee Keong Ng, Y. D. Wong, Vinh V. Thai
      Pages 87-100

    7. Differentially Private Multi-task Learning

      • Sunil Kumar Gupta, Santu Rana, Svetha Venkatesh
      Pages 101-113

    8. Intelligent Recognition of Spontaneous Expression Using Motion Magnification of Spatio-temporal Data

      • B. M. S. Bahar Talukder, Brinta Chowdhury, Tamanna Howlader, S. M. Mahbubur Rahman
      Pages 114-128

  4. Cybersecurity and Infrastructure Protection

    1. Front Matter

      Pages 129-129
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    2. k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach

      • Jakub Lokoč, Jan Kohout, Přemysl Čech, Tomáš Skopal, Tomáš Pevný
      Pages 131-145

    3. A Syntactic Approach for Detecting Viral Polymorphic Malware Variants

      • Vijay Naidu, Ajit Narayanan
      Pages 146-165

    4. Small State Acquisition of Offensive Cyberwarfare Capabilities: Towards Building an Analytical Framework

      • Daniel Hughes, Andrew Colarik
      Pages 166-179

    5. Data-Driven Stealthy Injection Attacks on Smart Grid with Incomplete Measurements

      • Adnan Anwar, Abdun Naser Mahmood, Mark Pickering
      Pages 180-192

    6. Information Security in Software Engineering, Analysis of Developers Communications About Security in Social Q&A Website

      • Shahab Bayati, Marzieh Heidary
      Pages 193-202

  5. Back Matter

    Pages 203-203
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Other volumes

  1. Intelligence and Security Informatics

Keywords

About this book

This book constitutes the refereed proceedings of the 11th Pacific Asia Workshop on Intelligence and Security Informatics, PAISI 2016, held in Auckland, New Zealand, in April 2016 in conjunction with PAKDD 2016, the 20th Pacific-Asia Conference on Knowledge Discovery and Data Mining.
The 7 revised full papers presented together with 7 short papers were carefully reviewed and selected from 23 submissions. The papers cover network-based data analytics, data and text mining, and cyber security and infrastructure protection.

Editors and Affiliations

  • The University of Hong Kong, Hong Kong, Hong Kong

    Michael Chau

  • Virginia Tech, Blacksburg, USA

    G. Alan Wang

  • The University of Arizona, Tucson, USA

    Hsinchun Chen

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