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Zhaoneng Chen, Hsinchun Chen, Edward Fox, Yuxi Fu, Takeo Kanade, Ee-peng Lim, Qihao Miao
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2005
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Daniel Zeng, Hsinchun Chen, Bill Lober, Pavel Pevzner, Henry Rolka
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2008
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Informatics Infrastructure and Policy Considerations
Public Health Information Fusion for Situation Awareness / Henry Rolka ; Jean C. O'Connor ; David Walker
Biosurveillance, Case Reporting, and Decision Support: Public Health Interactions with a Health Information Exchange / Rebecca A. Hills ; William B. Lober ; Ian S. Painter
Bio-surveillance Event Models, Open Source Intelligence, and the Semantic Web / Nancy Grady ; Lowell Vizenor ; Jeanne Sappington Marin ; Laura Peitersen
Foresight China II: Identification and Detection of Infectious Diseases / Jiayuan Feng ; Jianshi (Jesse) Huang ; Angus Nicoll
Public Health Preparedness Informatics Infrastructure. A Case Study in Integrated Surveillance and Response: 2004-2005 National Influenza Vaccine Shortage / Ivan J. Gotham ; Linh H. Le ; Debra L. Sottolano ; Kathryn J. Schmit
Network-Based Data Analytics
Dynamic Network Model for Predicting Occurrences of Salmonella at Food Facilities / Purnamrita Sarkar ; Lujie Chen ; Artur Dubrawski
Network-Based Analysis of Beijing SARS Data / Xiaolong Zheng ; Daniel Zeng ; Aaron Sun ; Yuan Luo ; Quanyi Wang ; Feiyue Wang
Tutte Polynomials and Topological Quantum Algorithms in Social Network Analysis for Epidemiology, Bio-surveillance and Bio-security / Mario Velez ; Juan Ospina ; Doracelly Hincapie
Biosurveillance Models and Outbreak Detection
Integrating a Commuting Model with the Bayesian Aerosol Release Detector / Aurel Cami ; Garrick L. Wallstrom ; William R. Hogan
A Temporal Extension of the Bayesian Aerosol Release Detector / Xiaohui Kong
A Z-Score Based Multi-level Spatial Clustering Algorithm for the Detection of Disease Outbreaks / Jialan Que ; Fu-Chiang Tsui ; Jeremy Espino
Epidemic Thresholds in SIR and SIIR Models Applying an Algorithmic Method / Doracelly Hincapie P. ; Juan Ospina G. ; Anthony Uyi Afuwape ; Ruben D. Gomez A.
Test Power for Drug Abuse Surveillance / Jarad Niemi ; Meredith Smith ; David Banks
Model Assessment and Case Studies
Assessing the Accuracy of Spatiotemporal Epidemiological Models / James H. Kaufman ; Joanna L. Conant ; Daniel A. Ford ; Wakana Kirihata ; Barbara Jones ; Judith V. Douglas
Simulation of Multivariate Spatial-Temporal Outbreak Data for Detection Algorithm Evaluation / Min Zhang
Analysis and Prediction of Epidemiological Trend of Scarlet Fever from 1957 to 2004 in the Downtown Area of Beijing / Yanhui Shen ; Chu Jiang ; Zhe Dun
Environmental Biosurveillance and Case Studies
Environmental Biosurveillance for Epidemic Prediction: Experience with Rift Valley Fever / Jean-Paul Chretien ; Assaf Anyamba ; Jennifer Small ; Compton J. Tucker ; Seth C. Britch ; Kenneth J. Linthicum
Spatial Regression-Based Environmental Analysis in Infectious Disease Informatics / Daniel D. Zeng ; Ping Yan ; Su Li
Author Index
Informatics Infrastructure and Policy Considerations
Public Health Information Fusion for Situation Awareness / Henry Rolka ; Jean C. O'Connor ; David Walker
Biosurveillance, Case Reporting, and Decision Support: Public Health Interactions with a Health Information Exchange / Rebecca A. Hills ; William B. Lober ; Ian S. Painter
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Sharad Mehrotra, Hsinchun Chen, Takeo Kanade, Bhavani Thuraisingham, Fei-Yue Wang, Daniel D. Zeng
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2006
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Hsinchun Chen, Kuiyu Chang, Michael Chau, Takeo Kanade, Fei-Yue Wang, Christopher C. Yang, Daniel Zeng
出版情報: Springer eBooks Computer Science , Springer Berlin / Heidelberg, 2006
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Hsinchun Chen, Michael Chau, Takeo Kanade, Shu-Hsing Li, Christopher C. Yang
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2009
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Hsinchun Chen, Michael Chau, Takeo Kanade, Shu-hsing Li, Srinath Srinivasa, Shalini Urs, G. Alan Wang
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Terrorism Informatics and Crime Analysis
Combined Detection Model for Criminal Network Detection / Fatih Ozgul ; Zeki Erdem ; Chris Bowerman ; Julian Bondy
An Association Model for Implicit Crime Link Analysis / Jau-Hwang Wang ; Chien-Lung Lin
Design and Deployment of a National Detecting Stolen Vehicles Network System / Weiping Chang ; Chingwei Su
Fighting Cybercrime: A KM Perspective
Transportation Infrastructure Security
Trajectory Similarity of Network Constrained Moving Objects and Applications to Traffic Security / Sajimon Abraham ; Paulose Sojan Lal
An Emergent Traffic Messaging Service Using Wireless Technology / Patrick S. Chen ; Yong-Kuei Liu ; Chia-Shih Hsu
Information Access and Security
A Model for Detecting "Global Footprint Anomalies" in a Grid Environment / Pramod S. Pawar ; Srinath Srinivasa
Secure Anonymous Routing for MANETs Using Distributed Dynamic Random Path Selection / Vakul Mohanty ; Dhaval Moliya ; Chittaranjan Hota ; Muttukrishnan Rajarajan
MAD-IDS: Novel Intrusion Detection System Using Mobile Agents and Data Mining Approaches / Imen Brahmi ; Sadok Ben Yahia ; Pascal Poncelet
Data Encryption
Fuzzy Biometric Signcryption Scheme with Bilinear Pairings in the Standard Model / Mingwu Zhang ; Bo Yang ; Tsuyoshi Takagi ; Yanping Shen ; Wenzheng Zhang
Key Independent Decryption of Graphically Encrypted Images / Ram Ratan
Towards Confidentiality of ID-Based Signcryption Schemes under Without Random Oracle Model / Pengcheng Li ; Hao Wang
JPEG Steganalysis Using HBCL Statistics and FR Index / Veena H. Bhat ; Krishna S. ; P. Deepa Shenoy ; Venugopal K.R. ; L.M. Patnaik
Data and Text Mining
Text Mining Technique for Chinese Written Judgment of Criminal Case / Shihchieh Chou ; Tai-Ping Hsing
Exploration of Document Relation Quality with Consideration of Term Representation Basis, Term Weighting and Association Measure / Nichnan Kittiphattanabawon ; Thanaruk Theeramunkong ; Ekawit Nantajeewarawat
Identifying Controversial Issues and Their Sub-topics in News Articles / Yoonjung Choi ; Yuchul Jung ; Sung-Hyon Myaeng
Efficient Privacy Preserving K-Means Clustering / Maneesh Upmanyu ; Anoop M. Namboodiri ; Kannan Srinathan ; C. V. Jawahar
A Fuzzy Threshold Based Modified Clustering Algorithm for Natural Data Exploration / Binu Thomas ; G. Raju
Author Index
Terrorism Informatics and Crime Analysis
Combined Detection Model for Criminal Network Detection / Fatih Ozgul ; Zeki Erdem ; Chris Bowerman ; Julian Bondy
An Association Model for Implicit Crime Link Analysis / Jau-Hwang Wang ; Chien-Lung Lin
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Michael Chau, Hsinchun Chen, Takeo Kanade, Wenji Mao, G. Alan Wang, Daniel Zeng, Xiaolong Zheng
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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Robert P. Schumaker, Hsinchun Chen, Osama K. Solieman
出版情報: Springer eBooks Computer Science , Springer US, 2010
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Sports Data Mining: The Field / 1:
Chapter Overview
Definition
History / 2:
Societal Dimensions / 3:
The International Landscape / 4:
Criticisms / 5:
Questions for Discussion / 6:
Sports Data Mining Methodology
Scientific Foundation
Traditional Data Mining Applications
Deriving Knowledge
Data Sources for Sports
Introduction
Professional Societies
The Society for American Baseball Research / 2.1:
Association for Professional Basketball Research / 2.2:
Professional Football Researchers Association / 2.3:
Sport-Related Associations
The International Association on Computer Science in Sport / 3.1:
The International Association for Sports Information / 3.2:
Special Interest Sources
Baseball / 4.1:
Basketball / 4.2:
Football / 4.3:
Cricket / 4.4:
Soccer / 4.5:
Multiple Sports / 4.6:
Conclusions
Research in Sports Statistics
Sports Statistics
History and Inherent Problems of Statistics in Sports
Bill James
Dean Oliver
Baseball Research
Building Blocks
Runs Created
Win Shares / 3.3:
Linear Weights and Total Player Rating / 3.4:
Pitching Measures / 3.5:
Basketball Research
Shot Zones
Player Efficiency Rating
Plus/Minus Rating
Measuring Player Contribution to Winning
Rating Clutch Performances
Football Research
Defense-Adjusted Value Over Average / 5.1:
Defense-Adjusted Points Above Replacement / 5.2:
Adjusted Line Yards / 5.3:
Emerging Research in Other Sports
NCAA Bowl Championship Series / 6.1:
NCAA Men's Basketball Tournament / 6.2:
Olympic Curling / 6.3:
Tools and Systems for Sports Data Analysis / 7:
Sports Data Mining Tools
Advanced Scout
Synergy Online
Sports Vis
Sports Data Hub / 2.4:
Scouting Tools
Digital Scout
Inside Edge
Sports Fraud Detection
Las Vegas Sports Consultants
Offshore Gaming
Predictive Modeling for Sports and Gaming
Statistical Simulations
Basketball's BBall
Other Sporting Simulations
Machine Learning
Greyhound and Thoroughbred Racing
Commercial Products
Multimedia and Video Analysis for Sports
Searchable Video
SoccerQ
Blinkx
Clipta
Sports VHL
Truveo / 2.5:
Bluefin Lab / 2.6:
Motion Analysis
Web Sports Data Extraction and Visualization
Web Data Sources
Hockey
Other Sport Sources / 2.7:
Extracting Data
Programs
Open Source Data Mining Tools for Sports / 9:
WEKA
Rapidminer
Greyhound Racing Using Neural Networks: A Case Study / 10:
Setting Up the Experiments
Testing ID3
Testing the Backpropagation Neural Network
The Results
Greyhound Racing Using Support Vector Machines: A Case Study / 11:
Relevant Literature
Research Methodology
Data Acquisition
Support Vector Machines Algorithm
Results
Betting and Gaming / 12:
The Effects on Gambling on Sports
Sportsbooks and Offshore Betting
Arbitrage Methods
Cautions and Gambling Pitfalls
Sports Data Mining Challenges / 13:
Sports Data Mining Audience
Future Directions
References
Index
Sports Data Mining: The Field / 1:
Chapter Overview
Definition
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Hsinchun Chen
出版情報: Springer eBooks Computer Science , Springer New York, 2012
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Hsinchun Chen, Association for Computing Machinery-Digital Library.
出版情報: ACM Digital Library Proceedings , ACM, 2009
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Hsinchun Chen
出版情報: Springer eBooks Computer Science , Springer US, 2006
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Table of Contents
Preface
Author's Biography
Intelligence and Security Informatics (ISI): Challenges and Opportunities / Chapter 1:
Chapter Overview
Introduction / 1.1:
Information Technology and National Security / 1.2:
Problems and Challenges / 1.3:
Intelligence and Security Informatics vs. Biomedical Informatics: Emergence of a Discipline / 1.4:
Federal Initiatives and Funding Opportunities in ISI / 1.5:
Future Directions / 1.6:
Questions for Discussion / 1.7:
An ISI Research Framework: Information Sharing and Data Mining / Chapter 2:
An ISI Research Framework / 2.1:
Caveats for Data Mining / 2.3:
Domestic Security, Civil Liberties, and Knowledge Discovery / 2.4:
ISI Research: Literature Review / 2.5:
Information Sharing and Collaboration / 3.1:
Crime Association Mining / 3.2:
Crime Classification and Clustering / 3.3:
Intelligence Text Mining / 3.4:
Crime Spatial and Temporal Mining / 3.5:
Criminal Network Analysis / 3.6:
National Security Critical Mission Areas and Case Studies / 3.7:
Intelligence and Warning / 4.1:
Border and Transportation Security / 4.3:
Domestic Counter-terrorism / 4.4:
Protecting Critical Infrastructure and Key Assets / 4.5:
Defending Against Catastrophic Terrorism / 4.6:
Emergency Preparedness and Response / 4.7:
Case Study 1: Detecting Deceptive Criminal Identities / 4.8:
Case Study 2: The Dark Web Portal / 5.2:
Case Study 3: Jihad on the Web / 5.3:
Case Study 4: Analyzing the Al-Qaeda Network / 5.4:
Case Study 5: Enhancing "BorderSafe" Information Sharing / 5.5:
Case Study 6: Topological Analysis of Cross-Jurisdictional Criminal Networks / 6.2:
Case Study 7: COPLINK Detect / 6.3:
Case Study 8: Criminal Network Mining / 7.2:
Case Study 9: Domestic Extremist Groups on the Web / 7.3:
Case Study 10: Topological Analysis of Dark Networks / 7.4:
Case Study 11: Identity Tracing in Cyberspace / 7.5:
Case Study 12: Feature Selection for Writeprint / 8.2:
Case Study 13: Developing an Arabic Authorship Model / 8.3:
Case Study 14: BioPortal for Disease and Bioagent Surveillance / 8.4:
Case Study 15: Hotspot Analysis and Surveillance / 9.2:
Case Study 16: Mapping Terrorism Research / 9.3:
Case Study 17: A Dialogue System for Terrorism Resources / 10.2:
The Partnership and Collaboration Framework / 10.3:
Ensuring Data Security and Confidentiality / 11.1:
Reaching Agreements among Partners / 11.3:
The COPLINK Chronicle / 11.4:
Conclusions and Future Directions / 11.5:
Acknowledgements / Chapter 13:
References / Chapter 14:
Subject Index
Table of Contents
Preface
Author's Biography
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Hsinchun Chen, Association for Computing Machinery-Digital Library.
出版情報: ACM Digital Library Proceedings , ACM, 2010
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Christopher C. Yang, Kuiyu Chang, Michael Chau, Hsinchun Chen, Xueqi Cheng, Takeo Kanade, Fei-Yue Wang, Jue Wang, Qing Yang, Daniel Zeng
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2007
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Daniel Zeng, Hsinchun Chen, Ivan Gotham, David Hutchison, Takeo Kanade, Ken Komatsu, James Kvach, Bill Lober, Cecil Lynch, David Madigan, Mark Thurmond
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2007
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Zhaoneng Chen, Hsinchun Chen, Edward Fox, Yuxi Fu, Takeo Kanade, Ee-peng Lim, Qihao Miao
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin / Heidelberg, 2005
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International Conference on Asian Digital Libraries, Mohd. Tengku SembokMohammad Tengku Sembok, Hsinchun Chen, Sung Hyon Myaeng, Shalini Urs, Halimah Badioze Zaman
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin / Heidelberg, 2003
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Keynote and Invited Papers
Personalization in Digital Libraries - An Extended View / Erich Neuhold ; Claudia Niederée ; Avaré Stewart
Case Studies in the US National Science Digital Library: DL-in-a-Box, CITIDEL, and OCKHAM / Edward A. Fox
Character Strings to Natural Language Processing in Information Retrieval / Tengku Mohd Tengku Sembok
Papers
Information Retrieval Techniques
CMedPort: Intelligent Searching for Chinese Medical Information / Yilu Zhou ; Jialun Qin ; Hsinchun Chen
Automatic Summarization of Chinese and English / Fu Lee Wang ; Christopher C. Yang
Incorporating Virtual Relevant Documents for Learning in Text Categorization / Kyung-Soon Lee ; Kyo Kageura
A Case Study of a Stream-Based Digital Library: Medical Data / Mohamed Kholief ; Kurt Maly ; Stewart Shen
Towards Web Mining of Query Translations for Cross-Language Information Retrieval in Digital Libraries / Wen-Hsiang Lu ; Jenq-Haur Wang ; Lee-Feng Chien
Development of Design Recommender System Using Collaborative Filtering / Kyung-Yong Jung ; Jun-Hyeog Choi ; Kee-Wook Rim ; Jung-Hyun Lee
Collaborative Querying through a Hybrid Query Clustering Approach / Lin Fu ; Dion Hoe-Lian Goh ; Schubert Shou-Boon Foo ; Jin-Cheon Na
Information Needs in Information Space / Giyeong Kim ; Tsai-Youn Hung
An Efficient and Fast Multi Layer Statistical Approach for Colour Based Image Retrieval / Jehad Qubiel Odeh ; Fatimah Ahmad ; Mohammad Othman ; Rozita Johari
Supporting Multilingual Information Retrieval in Web Applications: An English-Chinese Web Portal Experiment / Michael Chau
A Novel Value of Paragraph Content Based PageRank Approach / Jinghao Miao ; Suzhen Lin
Digital Reference Services: Do We Still Need Libraries? / Asimina Margariti ; Gobinda G. Chowdhury
Approximate String Matching for Multiple-Attribute, Large-Scale Customer Address Databases / Y.M. Cheong ; J.C. Tay
ISTILAH SAINS: A Malay-English Terminology Retrieval System Experiment Using Stemming and N-grams Approach on Malay Words / Kulothunkan Palasundram ; Nazlena Mohamad Ali ; Yahya Aidanismah ; Tengku Siti Mariam Tengku Wook
Multimedia Digital Libraries
THVDM: A Data Model for Video Management in Digital Library / Yu Wang ; Chun-xiao Xing ; Li-zhu Zhou
A Multimedia Digital Library System Based on MPEG-7 and XQuery / Mann-Ho Lee ; Ji-Hoon Kang ; Sung Hyon Myaeng ; Soon Joo Hyun ; Jeong-Mok Yoo ; Eun-Jung Ko ; Jae-Won Jang ; Jae-Hyoung Lim
Multimedia Data Transmission Using Multicast Delivery in Digital Library / Iksoo Kim ; Backhyun Kim ; Taejune Hwang
Reducing Spatial Relationships for Efficient Image Retrieval / SooCheol Lee ; SiEun Lee ; EenJun Hwang
Effective Image Annotation for Search Using Multi-level Semantics / Pu-Jen Cheng
Affective Contents Retrieval from Video with Relevance Feedback / Hang-Bong Kang
IPSA: A Digital Archive of Herbals to Support Scientific Research / Maristella Agosti ; Lucio Benfante ; Nicola Orio
HIT-DML: A Novel Digital Music Library / Chaokun Wang ; Jianzhong Li ; Shengfei Shi
An XPath Reduction Algorithm for Fast Querying of Digital Libraries in XML / Hyoseop Shin ; Minsoo Lee
Data Mining in Digital Libraries
Continuous Naive Bayesian Classifications / Vinsensius Berlian Vega S. N. ; Stéphane Bressan
Web Mining for Identifying Research Trends / Quan Thanh Tho ; Siu Cheung Hui ; Alvis Fong
Ontology Learning for Medical Digital Libraries / Chew-Hung Lee ; Christopher Khoo
Machine Architecture and Organization
LVS Digital Library Cluster with Fair Memory Utilization / MinHwan Ok ; Kyeongmo Kang ; Myong-soon Park
Human Resource and Training
So Near and Yet So Far: The Digital Divide among the Information Professionals / Ahmad Bakeri Abu Bakar
Where Does Professional Education on Digital Libraries Lead Our New Librarians? / Yan Quan Liu
Human Computer Interfaces
Towards Building Sociable Library System through Negotiation Engine / S.M.F.D Syed Mustapha
Browsing a Digital Library: A New Approach for the New Zealand Digital Library / Dana McKay ; Sally Jo Cunningham
Digital Library Infrastructures
The Inevitable Future of Electronic Theses and Dissertations within Malaysia Context / Eng Ngah Looi ; Suit Wai Yeng
MAG2DL: A Framework for Information Retrieval and Integration of Distributed Geographic Digital Libraries / Jihong Guan ; Shuigeng Zhou ; Junpeng Chen ; Xiaolong Chen ; Yang An ; Fuling Bian ; Zhiyong Peng
Digital Libraries in Asian Languages - A TCL Initiative / Md Maruf Hasan ; Kazuhiro Takeuchi ; Hitoshi Isahara ; Virach Sornlertlamvanich
A Knowledge Network Approach for Building Distributed Digital Libraries
Building and Using Digital Libraries
An Architecture of a Distributed Archive for Re-useable Learning Objects / Daniel Tan ; Mohamed Ismail Fazilah ; Tony Chan ; Ravi Sharma
Creativity in Digital Libraries and Information Retrieval Environments / Shu-Shing Lee ; Yin-Leng Theng
Towards a Digital Document Archive for Historical Handwritten Music Scores / I. Bruder ; A. Finger ; A. Heuer ; T. Ignatova
Knowledge Management
Knowledge Seeking Activities for Content Intelligence / Key-Sun Choi ; Yeun-Bae Kim
Knowledge Management in a Chinese Genealogy Information System / Jian-Hua Yeh ; Chao-Chen Chen
Intellectual Property Rights and Copyright
Approximating Fair Use in LicenseScript / Cheun Ngen Chong ; Sandro Etalle ; Pieter H. Hartel ; Yee Wei Law
Cryptography and Compression
A Study on the Digital Right Management of MPEG-4 Streams for Digital Video Library / Dongkyoo Shin ; Junil Kim ; Dongil Shin
Special Purpose Digital Libraries
Gradient-Based Edge Detection of Songket Motifs / Nursuriati Jamil
Assessing the Usability of Political Web Sites in Malaysia: A Benchmarking Approach / Hassan Shahizan ; Shiratuddin Norshuhada
The Implementation of the Electronic Game Terminology Dictionary / Tae Soo Yun ; Won Dal Jang ; Jae Sang Lee ; Choong Jae Im
Inculcating ICT Skills through a Collaborative Digital Library Initiative for Educational Use / A.N. Zainab ; Abdullah Abrizah ; Nor Badrul Anuar
E-learning and Mobile Learning
PAPER for an Educational Digital Library / Ming Yin ; Ee-Peng Lim
Metadata for Online Resources and Learning Object / Norhaizan Mat Talha ; Ismail Rohani ; Zaleha Abd. Rahim
Data Storage and Retrieval
Segmenting Chinese Unknown Words by Heuristic Method / K.W. Li
Using a Light-Weighted Cache Pool to Leverage the Performance of Web Picture Databases / Chao Li
An Object-Oriented Approach for Transformation of Spatial Data from Relational Database to Object-Oriented Database / Siew Teck Kiong ; Wang Yin Chai
Improved Variable Ordering for ROBDDs / P.W. Chandana Prasad ; M. Maria Dominic ; Ashutosh Kumar Singh
Applying UML to a New Model for Transformation of Spatial Data from Relational Database to Object-Oriented Database
Proxy Searching of Non-Searchable and Poorly Searchable Open Access Archives of Digital Scholarly Journals / Péter Jacsó
Object-to-Multidimensional Database Mapping Algorithms / Tong Ming Lim ; Sai Peck Lee
Digital Library Services
An Architecture for Multischeming in Digital Libraries / Aaron Krowne
Improving Automatic Labelling through RDF Management / Floriana Esposito ; Stefano Ferilli ; Nicola Di Mauro ; Teresa M.A. Basile ; Luigi Iannone ; Ignazio Palmisano ; Giovanni Semeraro
An OAI-Based Filtering Service for CITIDEL from NDLTD / Baoping Zhang ; Marcos André Gonçalves
Challenges in Building Federation Services over Harvested Metadata / Hesham Anan ; Jianfeng Tang ; Michael Nelson ; Mohammad Zubair ; Zhao Yang
Development of Contents
Effective Design Multimedia Content Materials: Child-Centered Design / Norhayati Abd. Mukti ; Siew Pei Hwa
Indigenous Digital Multimedia Content Development for E-learning: Instructional and Cognitive Design Model Approach / Badioze Zaman Halimah
GridFS: A Web-Based Data Grid with P2P Concepts and Writable Replicas / Qinghu Li ; Jianmin Wang ; Kwok Yan Lam ; Jiaguang Sun
Information Retrieval in Asian Languages
Hierarchical Classification of Chinese Documents Based on N-grams
Evaluating the Effectiveness of Thesaurus and Stemming Methods in Retrieving Malay Translated Al-Quran Documents / Zainab Abu Bakar ; Nurazzah Abdul Rahman
Application of Latent Semantic Indexing on Malay-English Cross Language Information Retrieval / Muhamad Taufik Abdullah ; Ramlan Mahmod
Identification of Font Styles and Typefaces in Printed Korean Documents / C.B. Jeong ; H.K. Kwag ; S.H. Kim ; J.S. Kim ; S.C. Park
Metadata Issues
A Domain Specific Ontology Driven to Semantic Document Modelling / Shahrul Azman Noah ; Lailatulqadri Zakaria ; Arifah Che Alhadi ; Mohd Yusoff ; Suhaila Zainuddin ; Maryati Mohd. Yusoff
The System of Registries: An Evaluation of User Feedback à A Year Later / Panayiota Polydoratou ; Michael Pendleton ; David Nicholas
Posters
OAI-Based Interoperable System for the Folk Music Digital Library / Qiaoying Zheng ; Wei Zhu ; Zongying Yang
An XML-Based Query Generator for Multiple Boolean Search Systems on the Web / Firdaus Bin Othman
Design and Implementation of a Content-Based Video Retrieval System Using Moving Objects Trajectories / Choon-Bo Shim ; Jae-Woo Chang
ACNET: The Genesis of Iranian Information Consortia and Its Impact on National Digital Library Development / Nader Naghshineh ; Fatima Fahimnia
Digesting Bilingual Web News via Mining Financial Activities and Events / Pik-Shan Cheung ; Ruizhang Huang ; Wai Lam
On Extracting Facial Expressions for the Virtual Image Masking / Kyong Sok Seo ; Jin Ok Kim ; Chin Hyun Chung
Variable Order Verification Use of Logic Representation / P. W. Chandana Prasad
A Korean-Japanese-Chinese Aligned Wordnet with Shared Semantic Hierarchy / Hee-Sook Bae
A New Video Segmentation Method Using Variable Interval Frame Differencing for Digital Video Library Applications / Youngsung Soh
Towards Flexible and User-Friendly Management of Documents / Ilvio Bruder ; Andre Zeitz
Effective Design of E-learning Application Incorporating Multiple Intelligences / Kemalatha Krishnasamy ; Sellappan Palaniappan
Integrating Web Databases through Semantic Networks / Jeong-Oog Lee
Metadata++: A Scalable Hierarchical Framework for Digital Libraries / Mathew Weaver ; Lois Delcambre ; Timothy Tolle
The Making of the PolyU Course Scheme Database as One of the Digitization Initiatives of the Pao Yue-kong Library of the Hong Kong Polytechnic University / Christina Chau
Usage of Digital Library Services for the Medical Professionals / Raj Kumar
Author Index
Keynote and Invited Papers
Personalization in Digital Libraries - An Extended View / Erich Neuhold ; Claudia Niederée ; Avaré Stewart
Case Studies in the US National Science Digital Library: DL-in-a-Box, CITIDEL, and OCKHAM / Edward A. Fox
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Daniel Zeng, Hsinchun Chen, Bill Lober, Pavel Pevzner, Henry Rolka, William B. Lober
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2008
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Informatics Infrastructure and Policy Considerations
Public Health Information Fusion for Situation Awareness / Henry Rolka ; Jean C. O'Connor ; David Walker
Biosurveillance, Case Reporting, and Decision Support: Public Health Interactions with a Health Information Exchange / Rebecca A. Hills ; William B. Lober ; Ian S. Painter
Bio-surveillance Event Models, Open Source Intelligence, and the Semantic Web / Nancy Grady ; Lowell Vizenor ; Jeanne Sappington Marin ; Laura Peitersen
Foresight China II: Identification and Detection of Infectious Diseases / Jiayuan Feng ; Jianshi (Jesse) Huang ; Angus Nicoll
Public Health Preparedness Informatics Infrastructure. A Case Study in Integrated Surveillance and Response: 2004-2005 National Influenza Vaccine Shortage / Ivan J. Gotham ; Linh H. Le ; Debra L. Sottolano ; Kathryn J. Schmit
Network-Based Data Analytics
Dynamic Network Model for Predicting Occurrences of Salmonella at Food Facilities / Purnamrita Sarkar ; Lujie Chen ; Artur Dubrawski
Network-Based Analysis of Beijing SARS Data / Xiaolong Zheng ; Daniel Zeng ; Aaron Sun ; Yuan Luo ; Quanyi Wang ; Feiyue Wang
Tutte Polynomials and Topological Quantum Algorithms in Social Network Analysis for Epidemiology, Bio-surveillance and Bio-security / Mario Velez ; Juan Ospina ; Doracelly Hincapie
Biosurveillance Models and Outbreak Detection
Integrating a Commuting Model with the Bayesian Aerosol Release Detector / Aurel Cami ; Garrick L. Wallstrom ; William R. Hogan
A Temporal Extension of the Bayesian Aerosol Release Detector / Xiaohui Kong
A Z-Score Based Multi-level Spatial Clustering Algorithm for the Detection of Disease Outbreaks / Jialan Que ; Fu-Chiang Tsui ; Jeremy Espino
Epidemic Thresholds in SIR and SIIR Models Applying an Algorithmic Method / Doracelly Hincapie P. ; Juan Ospina G. ; Anthony Uyi Afuwape ; Ruben D. Gomez A.
Test Power for Drug Abuse Surveillance / Jarad Niemi ; Meredith Smith ; David Banks
Model Assessment and Case Studies
Assessing the Accuracy of Spatiotemporal Epidemiological Models / James H. Kaufman ; Joanna L. Conant ; Daniel A. Ford ; Wakana Kirihata ; Barbara Jones ; Judith V. Douglas
Simulation of Multivariate Spatial-Temporal Outbreak Data for Detection Algorithm Evaluation / Min Zhang
Analysis and Prediction of Epidemiological Trend of Scarlet Fever from 1957 to 2004 in the Downtown Area of Beijing / Yanhui Shen ; Chu Jiang ; Zhe Dun
Environmental Biosurveillance and Case Studies
Environmental Biosurveillance for Epidemic Prediction: Experience with Rift Valley Fever / Jean-Paul Chretien ; Assaf Anyamba ; Jennifer Small ; Compton J. Tucker ; Seth C. Britch ; Kenneth J. Linthicum
Spatial Regression-Based Environmental Analysis in Infectious Disease Informatics / Daniel D. Zeng ; Ping Yan ; Su Li
Author Index
Informatics Infrastructure and Policy Considerations
Public Health Information Fusion for Situation Awareness / Henry Rolka ; Jean C. O'Connor ; David Walker
Biosurveillance, Case Reporting, and Decision Support: Public Health Interactions with a Health Information Exchange / Rebecca A. Hills ; William B. Lober ; Ian S. Painter
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Christopher C. Yang, Michael Chau, Christopher C. Yang, Hsinchun Chen, Jau-Hwang Wang
出版情報: SpringerLink Books - AutoHoldings , Springer US, 2010
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Framing Social Movement Identity with Cyber-Artifacts: A Case Study of the International Falun Gong Movement / Yi-Da Chen ; Ahmed Abbasi ; Hsinchun Chen
Patterns of Word Use for Deception in Testimony / David B. Skillicorn ; Ayron Little
Information Integration for Terrorist or Criminal Social Networks / Christopher C. Yang ; Xuning Tang
Processing Constrained k-Closest Pairs Queries in Crime Databases / Shaojie Qiao ; Changjie Tang ; Huidong Jin ; Shucheng Dai ; Xingshu Chen ; Michael Chau ; Jian Hu
Emergency Response Through Higher Order Voronoi Diagrams / Ickjai Lee ; Reece Pershouse ; Peter Phillips ; Kyungmi Lee ; Christopher Torpelund-Brain
Identity Management Architecture / Uwe Glässer ; Mona Vajihollahi
A Game Theoretic Framework for Multi-agent Deployment in Intrusion Detection Systems / Yi-Ming Chen ; Dachrahn Wu ; Cheng-Kuang Wu
ETKnet: A Distributed Network System for Sharing Event Data and Multi-faceted Knowledge in a Collaboration Federation / Stanley Y.W. Su ; Howard W. Beck ; Xuelian Xiao ; Jeff DePree ; Seema Degwekar ; Chen Zhou ; Minsoo Lee ; Carla Thomas ; Andrew Coggeshall|cRichard Bostock
Duplicate Work Reduction in Business Continuity and Risk Management Processes / Shi-Cho Cha ; Pei-Wen Juo ; Li-Ting Liu ; Wei-Ning Chen
Framing Social Movement Identity with Cyber-Artifacts: A Case Study of the International Falun Gong Movement / Yi-Da Chen ; Ahmed Abbasi ; Hsinchun Chen
Patterns of Word Use for Deception in Testimony / David B. Skillicorn ; Ayron Little
Information Integration for Terrorist or Criminal Social Networks / Christopher C. Yang ; Xuning Tang
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Daniel Zeng, Hsinchun Chen, Yong Zhang, Chunxiao Xing, Daniel B. Neill Xiaolong Zheng, Hsinchun Chen, Daniel B. Neill, Chunxiao Xing, Daniel Zeng, Yong Zhang
出版情報: SpringerLink Books - AutoHoldings , Springer International Publishing, 2014
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Daniel Dajun Zeng, Hsinchun Chen, Scott J. Leischow Xiaolong Zheng, Hsinchun Chen, Scott J. Leischow, Daniel Dajun Zeng
出版情報: SpringerLink Books - AutoHoldings , Springer International Publishing, 2016
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Christopher C.; Tseng, Vincent S.; Xing, Chunxiao ; Chen, Hsinchun Yang, Hsinchun Chen, Vincent S. Tseng, Fei-Yue Wang, Chunxiao Xing, Christopher C. Yang, Xiaolong Zheng
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2013
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Robert P. Schumaker, Hsinchun Chen, Osama K. Solieman
出版情報: SpringerLink Books - AutoHoldings , Springer US, 2010
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Sports Data Mining: The Field / 1:
Chapter Overview
Definition
History / 2:
Societal Dimensions / 3:
The International Landscape / 4:
Criticisms / 5:
Questions for Discussion / 6:
Sports Data Mining Methodology
Scientific Foundation
Traditional Data Mining Applications
Deriving Knowledge
Data Sources for Sports
Introduction
Professional Societies
The Society for American Baseball Research / 2.1:
Association for Professional Basketball Research / 2.2:
Professional Football Researchers Association / 2.3:
Sport-Related Associations
The International Association on Computer Science in Sport / 3.1:
The International Association for Sports Information / 3.2:
Special Interest Sources
Baseball / 4.1:
Basketball / 4.2:
Football / 4.3:
Cricket / 4.4:
Soccer / 4.5:
Multiple Sports / 4.6:
Conclusions
Research in Sports Statistics
Sports Statistics
History and Inherent Problems of Statistics in Sports
Bill James
Dean Oliver
Baseball Research
Building Blocks
Runs Created
Win Shares / 3.3:
Linear Weights and Total Player Rating / 3.4:
Pitching Measures / 3.5:
Basketball Research
Shot Zones
Player Efficiency Rating
Plus/Minus Rating
Measuring Player Contribution to Winning
Rating Clutch Performances
Football Research
Defense-Adjusted Value Over Average / 5.1:
Defense-Adjusted Points Above Replacement / 5.2:
Adjusted Line Yards / 5.3:
Emerging Research in Other Sports
NCAA Bowl Championship Series / 6.1:
NCAA Men's Basketball Tournament / 6.2:
Olympic Curling / 6.3:
Tools and Systems for Sports Data Analysis / 7:
Sports Data Mining Tools
Advanced Scout
Synergy Online
Sports Vis
Sports Data Hub / 2.4:
Scouting Tools
Digital Scout
Inside Edge
Sports Fraud Detection
Las Vegas Sports Consultants
Offshore Gaming
Predictive Modeling for Sports and Gaming
Statistical Simulations
Basketball's BBall
Other Sporting Simulations
Machine Learning
Greyhound and Thoroughbred Racing
Commercial Products
Multimedia and Video Analysis for Sports
Searchable Video
SoccerQ
Blinkx
Clipta
Sports VHL
Truveo / 2.5:
Bluefin Lab / 2.6:
Motion Analysis
Web Sports Data Extraction and Visualization
Web Data Sources
Hockey
Other Sport Sources / 2.7:
Extracting Data
Programs
Open Source Data Mining Tools for Sports / 9:
WEKA
Rapidminer
Greyhound Racing Using Neural Networks: A Case Study / 10:
Setting Up the Experiments
Testing ID3
Testing the Backpropagation Neural Network
The Results
Greyhound Racing Using Support Vector Machines: A Case Study / 11:
Relevant Literature
Research Methodology
Data Acquisition
Support Vector Machines Algorithm
Results
Betting and Gaming / 12:
The Effects on Gambling on Sports
Sportsbooks and Offshore Betting
Arbitrage Methods
Cautions and Gambling Pitfalls
Sports Data Mining Challenges / 13:
Sports Data Mining Audience
Future Directions
References
Index
Sports Data Mining: The Field / 1:
Chapter Overview
Definition
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Hsinchun Chen, G. Alan Wang, Jau-Hwang Wang Michael Chau, Hsinchun Chen, G. Alan Wang, Jau-Hwang Wang
出版情報: SpringerLink Books - AutoHoldings , Springer International Publishing, 2014
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Chau, Hsinchun Chen, Alan Wang, G. Alan Wang
出版情報: SpringerLink Books - AutoHoldings , Springer International Publishing, 2015
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G. Alan Wang, Hsinchun Chen Michael Chau, Hsinchun Chen, G. Alan Wang
出版情報: SpringerLink Books - AutoHoldings , Springer International Publishing, 2016
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Wang, Michael Chau, Hsinchun Chen
出版情報: SpringerLink Books - AutoHoldings , Springer International Publishing, 2017
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Symposium on Intelligence and Security Informatics, Hsinchun Chen
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin / Heidelberg, 2004
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Full Papers / Part I:
Bioterrorism and Disease Informatics
Aligning Simulation Models of Smallpox Outbreaks / Li-Chiou Chen ; Boris Kaminsky ; Tiffany Tummino ; Kathleen M. Carley ; Elizabeth Casman ; Douglas Fridsma ; Alex Yahja
Data Analytics for Bioterrorism Surveillance / Donald J. Berndt ; Sunil Bhat ; John W. Fisher ; Alan R. Hevner ; James Studnicki
West Nile Virus and Botulism Portal: A Case Study in Infectious Disease Informatics / Daniel Zeng ; Hsinchun Chen ; Chunju Tseng ; Catherine Larson ; Millicent Eidson ; Ivan Gotham ; Cecil Lynch ; Michael Ascher
Data Access Control, Privacy, and Trust Management
A Novel Policy and Information Flow Security Model for Active Network / Zhengyou Xia ; Yichuan Jiang ; Yiping Zhong ; Shiyong Zhang
A Novel Autonomous Trust Management Model for Mobile Agents
Privacy-Preserving Inter-database Operations / Gang Liang ; Sudarshan S. Chawathe
Data Management and Mining
Finding Unusual Correlation Using Matrix Decompositions / David B. Skillicorn
Generating Concept Hierarchies from Text for Intelligence Analysis / Jenq-Haur Wang ; Chien-Chung Huang ; Jei-Wen Teng ; Lee-Feng Chien
Interactive Query Languages for Intelligence Tasks / Antonio Badia
Terrorism Knowledge Discovery Project: A Knowledge Discovery Approach to Addressing the Threats of Terrorism / Edna Reid ; Jialun Qin ; Wingyan Chung ; Jennifer Xu ; Yilu Zhou ; Rob Schumaker ; Marc Sageman
The Architecture of the Cornell Knowledge Broker / Alan Demers ; Johannes Gehrke ; Mirek Riedewald
Deception Detection
Computer-Based Training for Deception Detection: What Users Want? / Jinwei Cao ; Ming Lin ; Amit Deokar ; Judee K. Burgoon ; Janna M. Crews ; Mark Adkins
Identifying Multi-ID Users in Open Forums / Hung-Ching Chen ; Mark Goldberg ; Malik Magdon-Ismail
Self-efficacy, Training Effectiveness, and Deception Detection: A Longitudinal Study of Lie Detection Training / Kent Marett ; David P. Biros ; Monti L. Knode
Information Assurance and Infrastructure Protection
Composite Role-Based Monitoring (CRBM) for Countering Insider Threats / Joon S. Park ; Shuyuan Mary Ho
Critical Infrastructure Integration Modeling and Simulation / William J. Tolone ; David Wilson ; Anita Raja ; Wei-ning Xiang ; Huili Hao ; Stuart Phelps ; E. Wray Johnson
Mining Normal and Intrusive Activity Patterns for Computer Intrusion Detection / Xiangyang Li ; Nong Ye
The Optimal Deployment of Filters to Limit Forged Address Attacks in Communication Networks / Enoch Chisonge Mofya ; Jonathan Cole Smith
Monitoring and Surveillance
A Tool for Internet Chatroom Surveillance / Ahmet (famtepe ; Muhhai S. Krishnamoorthy ; Bulent Yener
ChatTrack: Chat Room Topic Detection Using Classification / Jason Bengel ; Susan Gauch ; Eera Mittur ; Rajan Vijayaraghavan
SECRETS : A Secure Real-Time Multimedia Surveillance System / Naren Kodali ; Csilla Farhas ; Duminda Wijesehera
Studying E-Mail Graphs for Intelligence Monitoring and Analysis in the Absence of Semantic Information / Petros Drineas ; Mukkai S. Krishnamoorthy ; Michael D. Sofka ; Bülent Yener
THEMIS: Threat Evaluation Metamodel for Information Systems / Csilla Farkas ; Thomas C. Wingfield ; James B. Michael ; Duminda Wijesekera
Security Policies and Evaluation
IT Security Risk Management under Network Effects and Layered Protection Strategy / Chris C. Demchak ; Kurt D. Fenstermacher ; Wei T. Yue ; Metin Cakanyildirim ; Young U. Ryu ; Dengpan Liu
Mind the Gap: The Growing Distance between Institutional and Technical Capabilities in Organizations Performing Critical Operations / Gene I. Rochlin
Social Network Analysis
Analyzing and Visualizing Criminal Network Dynamics: A Case Study / Byron Marshall ; Siddharth Kaza
Discovering Hidden Groups in Communication Networks / Jeff Baumes ; William Al Wallace
Generating Networks of Illegal Drug Users Using Large Samples of Partial Ego-Network Data / Ju-Sung Lee
Short Papers / Part II:
Using Speech Act Profiling for Deception Detection / Douglas P. Twitchell ; Jay F. Nunamaker Jr.
Testing Various Modes of Computer-Based Training for Deception Detection / Joey F. George
Data/Text Management and Mining
The Use of Data Mining Techniques in Operational Crime Fighting / Richard Adderley
Spatial Forecast Methods for Terrorist Events in Urban Environments / Donald Brown ; Jason Dalton ; Heidi Hoyle
Web-Based Intelligence Notification System: Architecture and Design / Alexander Dolotov ; Mary Strickler
Cross-Lingual Semantics for Crime Analysis Using Associate Constraint Network / Christopher C. Yang ; Kar Wing Li
Experimental Studies Using Median Polish Procedure to Reduce Alarm Rates in Data Cubes of Intrusion Data / Jorge Levera ; Benjamin Barán ; Robert Grossman
Information Sharing and Collaboration Policies within Government Agencies / Homa Atabakhsh ; Tim Petersen ; Chuck Violette
Intrusion-Tolerant Intrusion Detection System / Myung-Kyu Yi ; Chong-Sun Hwang
Optimal Redundancy Allocation for Disaster Recovery Planning in the Network Economy / Benjamin B.M. Shao
Semantic Analysis for Monitoring Insider Threats / Svetlana Symonenko ; Elizabeth D. Liddy ; Ozgur Yilmazel ; Robert Del Zoppo ; Eric Brown ; Matt Downey
Towards a Social Network Approach for Monitoring Insider Threats to Information Security / Anand Natarajan ; Liaquat Hossain
Extended Abstracts for Posters / Part III:
Policy-Based Information Sharing with Semantics / Eric Hughes ; Amy Kazura ; Arnie Rosenthal
Determining the Gender of the Unseen Name through Hyphenation / Robert H. Warren ; Christopher Leurer
A Framework for a Secure Federated Patient Healthcare System / Raj Sharman ; Himabindu Challapalli ; Raghav H. Rao ; Shambhu Upadhyaya
Vulnerability Analysis and Evaluation within an Intranet / Eungki Park ; Jung-Taek Seo ; Eul Gyu Im ; Cheol-Won Lee
Security Informatics: A Paradigm Shift in Information Technology Education / Susan M. Merritt ; Allen Stix ; Judith E. Sullivan
Research of Characteristics of Worm Traffic / Yufeng Chen ; Yabo Dong ; Dongming Lu ; Zhengtao Xiang
Panel Discussion Papers / Part IV:
MIPT: Sharing Terrorism Information Resources / James O. Ellis III
Post-9/11 Evolution of Al Qaeda / Rohan Gunaratna
Utilizing the Social and Behavioral Sciences to Assess, Model, Forecastand Preemptively Respond to Terrorism / Joshua Sinai
Author Index
Full Papers / Part I:
Bioterrorism and Disease Informatics
Aligning Simulation Models of Smallpox Outbreaks / Li-Chiou Chen ; Boris Kaminsky ; Tiffany Tummino ; Kathleen M. Carley ; Elizabeth Casman ; Douglas Fridsma ; Alex Yahja
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ISI 2005, Takeo Kanade, Paul B. Kantor, Paul Kantor, Ralph Merkle, Gheorghe Muresan, Fred Roberts, Frei-Yue Wang, Daniel Zeng, Hsinchun Chen
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin / Heidelberg, 2005
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Hsinchun Chen, Kuiyu Chang, Michael Chau, Takeo Kanade, Fei-Yue Wang, Christopher C. Yang, Daniel Zeng, Feiyue Wang
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin / Heidelberg, 2006
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Sharad Mehrotra, Hsinchun Chen, Takeo Kanade, Bhavani Thuraisingham, Fei-Yue Wang, Daniel D. Zeng
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin / Heidelberg, 2006
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ISI 2003, Hsinchun Chen
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2003
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Christopher C. Yang, Kathleen Carley, Kuiyu Chang, Michael Chau, Patrick S. Chen, Raymond Hsieh, Takeo Kanade, Sheau-Dong Lang, Wenji Mao, Fei-Yue Wang, Daniel Zeng, Kathleen M. Carley, Hsinchun Chen, Patrick Chen
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2008
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Christopher C. Yang, Kuiyu Chang, Michael Chau, Hsinchun Chen, Xueqi Cheng, Takeo Kanade, Fei-Yue Wang, Jue Wang, Qing Yang, Daniel Zeng
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2007
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Hsinchun Chen, Michael Chau, Takeo Kanade, Shu-Hsing Li, Christopher C. Yang
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2009
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Hsinchun Chen, Michael Chau, Takeo Kanade, Shu-hsing Li, Srinath Srinivasa, Shalini Urs, G. Alan Wang
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Terrorism Informatics and Crime Analysis
Combined Detection Model for Criminal Network Detection / Fatih Ozgul ; Zeki Erdem ; Chris Bowerman ; Julian Bondy
An Association Model for Implicit Crime Link Analysis / Jau-Hwang Wang ; Chien-Lung Lin
Design and Deployment of a National Detecting Stolen Vehicles Network System / Weiping Chang ; Chingwei Su
Fighting Cybercrime: A KM Perspective
Transportation Infrastructure Security
Trajectory Similarity of Network Constrained Moving Objects and Applications to Traffic Security / Sajimon Abraham ; Paulose Sojan Lal
An Emergent Traffic Messaging Service Using Wireless Technology / Patrick S. Chen ; Yong-Kuei Liu ; Chia-Shih Hsu
Information Access and Security
A Model for Detecting "Global Footprint Anomalies" in a Grid Environment / Pramod S. Pawar ; Srinath Srinivasa
Secure Anonymous Routing for MANETs Using Distributed Dynamic Random Path Selection / Vakul Mohanty ; Dhaval Moliya ; Chittaranjan Hota ; Muttukrishnan Rajarajan
MAD-IDS: Novel Intrusion Detection System Using Mobile Agents and Data Mining Approaches / Imen Brahmi ; Sadok Ben Yahia ; Pascal Poncelet
Data Encryption
Fuzzy Biometric Signcryption Scheme with Bilinear Pairings in the Standard Model / Mingwu Zhang ; Bo Yang ; Tsuyoshi Takagi ; Yanping Shen ; Wenzheng Zhang
Key Independent Decryption of Graphically Encrypted Images / Ram Ratan
Towards Confidentiality of ID-Based Signcryption Schemes under Without Random Oracle Model / Pengcheng Li ; Hao Wang
JPEG Steganalysis Using HBCL Statistics and FR Index / Veena H. Bhat ; Krishna S. ; P. Deepa Shenoy ; Venugopal K.R. ; L.M. Patnaik
Data and Text Mining
Text Mining Technique for Chinese Written Judgment of Criminal Case / Shihchieh Chou ; Tai-Ping Hsing
Exploration of Document Relation Quality with Consideration of Term Representation Basis, Term Weighting and Association Measure / Nichnan Kittiphattanabawon ; Thanaruk Theeramunkong ; Ekawit Nantajeewarawat
Identifying Controversial Issues and Their Sub-topics in News Articles / Yoonjung Choi ; Yuchul Jung ; Sung-Hyon Myaeng
Efficient Privacy Preserving K-Means Clustering / Maneesh Upmanyu ; Anoop M. Namboodiri ; Kannan Srinathan ; C. V. Jawahar
A Fuzzy Threshold Based Modified Clustering Algorithm for Natural Data Exploration / Binu Thomas ; G. Raju
Author Index
Terrorism Informatics and Crime Analysis
Combined Detection Model for Criminal Network Detection / Fatih Ozgul ; Zeki Erdem ; Chris Bowerman ; Julian Bondy
An Association Model for Implicit Crime Link Analysis / Jau-Hwang Wang ; Chien-Lung Lin
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Michael Chau, Hsinchun Chen, Takeo Kanade, Wenji Mao, G. Alan Wang, Daniel Zeng, Xiaolong Zheng
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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David Hutchison, Takeo Kanade, Hsinchun Chen, G. Alan Wang, Wei Thoo Yue
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2012
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G.Alan; Zheng, Xiaolong; Chau, Michael; Chen, Hsinchun Wang, Michael Chau, Hsinchun Chen, Xiaolong Zheng
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2013
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Hsinchun Chen
出版情報: SpringerLink Books - AutoHoldings , Springer US, 2006
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目次情報: 続きを見る
Table of Contents
Preface
Author's Biography
Intelligence and Security Informatics (ISI): Challenges and Opportunities / Chapter 1:
Chapter Overview
Introduction / 1.1:
Information Technology and National Security / 1.2:
Problems and Challenges / 1.3:
Intelligence and Security Informatics vs. Biomedical Informatics: Emergence of a Discipline / 1.4:
Federal Initiatives and Funding Opportunities in ISI / 1.5:
Future Directions / 1.6:
Questions for Discussion / 1.7:
An ISI Research Framework: Information Sharing and Data Mining / Chapter 2:
An ISI Research Framework / 2.1:
Caveats for Data Mining / 2.3:
Domestic Security, Civil Liberties, and Knowledge Discovery / 2.4:
ISI Research: Literature Review / 2.5:
Information Sharing and Collaboration / 3.1:
Crime Association Mining / 3.2:
Crime Classification and Clustering / 3.3:
Intelligence Text Mining / 3.4:
Crime Spatial and Temporal Mining / 3.5:
Criminal Network Analysis / 3.6:
National Security Critical Mission Areas and Case Studies / 3.7:
Intelligence and Warning / 4.1:
Border and Transportation Security / 4.3:
Domestic Counter-terrorism / 4.4:
Protecting Critical Infrastructure and Key Assets / 4.5:
Defending Against Catastrophic Terrorism / 4.6:
Emergency Preparedness and Response / 4.7:
Case Study 1: Detecting Deceptive Criminal Identities / 4.8:
Case Study 2: The Dark Web Portal / 5.2:
Case Study 3: Jihad on the Web / 5.3:
Case Study 4: Analyzing the Al-Qaeda Network / 5.4:
Case Study 5: Enhancing "BorderSafe" Information Sharing / 5.5:
Case Study 6: Topological Analysis of Cross-Jurisdictional Criminal Networks / 6.2:
Case Study 7: COPLINK Detect / 6.3:
Case Study 8: Criminal Network Mining / 7.2:
Case Study 9: Domestic Extremist Groups on the Web / 7.3:
Case Study 10: Topological Analysis of Dark Networks / 7.4:
Case Study 11: Identity Tracing in Cyberspace / 7.5:
Case Study 12: Feature Selection for Writeprint / 8.2:
Case Study 13: Developing an Arabic Authorship Model / 8.3:
Case Study 14: BioPortal for Disease and Bioagent Surveillance / 8.4:
Case Study 15: Hotspot Analysis and Surveillance / 9.2:
Case Study 16: Mapping Terrorism Research / 9.3:
Case Study 17: A Dialogue System for Terrorism Resources / 10.2:
The Partnership and Collaboration Framework / 10.3:
Ensuring Data Security and Confidentiality / 11.1:
Reaching Agreements among Partners / 11.3:
The COPLINK Chronicle / 11.4:
Conclusions and Future Directions / 11.5:
Acknowledgements / Chapter 13:
References / Chapter 14:
Subject Index
Table of Contents
Preface
Author's Biography
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Daniel Zeng, Hsinchun Chen, Ivan Gotham, David Hutchison, Takeo Kanade, Ken Komatsu, James Kvach, Bill Lober, Cecil Lynch, David Madigan, Mark Thurmond
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2007
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ACM/IEEE Joint Conference on Digital Libraries, Hsinchun Chen, Michael Christel, Ee-Peng Lim, Association for Computing Machinery-Digital Library., Association for Computing Machinery.
出版情報: IEEE Electronic Library (IEL) Conference Proceedings , IEEE, 2004
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