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Intelligence and security informatics[electronic resource] :11th Pacific Asia Workshop, PAISI 2016, Auckland, New Zealand, April 19, 2016 : proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	005.8
書名/作者:	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.
其他題名:	PAISI 2016
其他作者:	Chau, Michael.
團體作者:	Clark Conference
出版者:	Cham : : Springer International Publishing :, 2016.
面頁冊數:	xii, 203 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Computer security
標題:	Data encryption (Computer science)
標題:	Internet - Congresses. - Security measures
標題:	Computer Science.
標題:	Systems and Data Security.
標題:	Information Storage and Retrieval.
標題:	Data Mining and Knowledge Discovery.
標題:	Computers and Society.
標題:	Information Systems Applications (incl. Internet)
標題:	Artificial Intelligence (incl. Robotics)
ISBN:	9783319318639
ISBN:	9783319318622
內容註:	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.
摘要、提要註:	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.
電子資源:	http://dx.doi.org/10.1007/978-3-319-31863-9

Intelligence and security informatics[electronic resource] :11th Pacific Asia Workshop, PAISI 2016, Auckland, New Zealand, April 19, 2016 : proceedings /
Intelligence and security informatics11th Pacific Asia Workshop, PAISI 2016, Auckland, New Zealand, April 19, 2016 : proceedings /[electronic resource] :PAISI 2016edited by Michael Chau, G. Alan Wang, Hsinchun Chen. - Cham :Springer International Publishing :2016. - xii, 203 p. :ill., digital ;24 cm. - Lecture notes in computer science,96500302-9743 ;. - Lecture notes in computer science ;7103..

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.

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.

ISBN: 9783319318639

Standard No.: 10.1007/978-3-319-31863-9doiSubjects--Topical Terms:

158051
Computer security

LC Class. No.: QA76.9.A25 / P35 2016

Dewey Class. No.: 005.8

Intelligence and security informatics[electronic resource] :11th Pacific Asia Workshop, PAISI 2016, Auckland, New Zealand, April 19, 2016 : proceedings /
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