Intelligence and Security Informatics : 11th Pacific Asia Workshop. PAISI 2016, Auckland, New Zealand, April 19, 2016, Proceedings / edited by Michael Chau, G. Alan Wang, Hsinchun Chen.

Format:

Book

Contributor:

Chau, Michael, editor.

Wang, G. Alan, editor.

Chen, Hsinchun, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Security and cryptology ; SL 4, 9650.

Security and Cryptology ; 9650

Language:

English

Subjects (All):

Computer security.

Information storage and retrieval.

Data mining.

Computers and civilization.

Application software.

Artificial intelligence.

Systems and Data Security.

Information Storage and Retrieval.

Data Mining and Knowledge Discovery.

Computers and Society.

Information Systems Applications (incl. Internet).

Artificial Intelligence.

Local Subjects:

Systems and Data Security.

Information Storage and Retrieval.

Data Mining and Knowledge Discovery.

Computers and Society.

Information Systems Applications (incl. Internet).

Artificial Intelligence.

Physical Description:

1 online resource (XII, 203 pages) : 52 illustrations.

Edition:

First edition 2016.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2016.

System Details:

text file PDF

Summary:

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.

Contents:

The Use of Reference Graphs in the Entity Resolution of Criminal Networks

Heterogeneous Information Networks Bi-clustering with Similarity Regularization

A Profile-Based Authorship Attribution Approach to Forensic Identification in Chinese Online Messages

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

Stratified Over-sampling Bagging Method for Random Forests on Imbalanced Data

Revisiting Attribute Independence Assumption in Probabilistic Unsupervised Anomaly Detection

Incremental Privacy-Preserving Association Rule Mining Using Negative Border

Differentially Private Multi-task Learning

Intelligent Recognition of Spontaneous Expression Using Motion Magnification of Spatio-Temporal Data

Cyber security and Infrastructure Protection k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach

A Syntactic Approach for Detecting Viral Polymorphic Malware Variants

Small State Acquisition of Offensive Cyber warfare Capabilities: Towards Building an Analytical Framework

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

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

Other Format:

Printed edition:

ISBN:

978-3-319-31863-9

9783319318639

Access Restriction:

Restricted for use by site license.