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020 _a9783319318639
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024 7 _a10.1007/978-3-319-31863-9
_2doi
050 4 _aQA76.9.A25
072 7 _aUR
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072 7 _aCOM053000
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072 7 _aUR
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_223
245 1 0 _aIntelligence and Security Informatics
_h[electronic resource] :
_b11th Pacific Asia Workshop. PAISI 2016, Auckland, New Zealand, April 19, 2016, Proceedings /
_cedited by Michael Chau, G. Alan Wang, Hsinchun Chen.
250 _a1st ed. 2016.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aXII, 203 p. 52 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSecurity and Cryptology,
_x2946-1863 ;
_v9650
505 0 _aThe 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.
520 _aThis 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.
650 0 _aData protection.
650 0 _aInformation storage and retrieval systems.
650 0 _aData mining.
650 0 _aComputers and civilization.
650 0 _aApplication software.
650 0 _aArtificial intelligence.
650 1 4 _aData and Information Security.
650 2 4 _aInformation Storage and Retrieval.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aComputers and Society.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aArtificial Intelligence.
700 1 _aChau, Michael.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aWang, G. Alan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aChen, Hsinchun.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319318622
776 0 8 _iPrinted edition:
_z9783319318646
830 0 _aSecurity and Cryptology,
_x2946-1863 ;
_v9650
856 4 0 _uhttps://doi.org/10.1007/978-3-319-31863-9
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