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1. Digital Libraries: International Collaboration and Cross-Fertilization
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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2. Biosurveillance and Biosecurity
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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3. Intelligence and Security Informatics
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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4. Intelligence and Security Informatics
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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5. Intelligence and Security Informatics
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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6. Intelligence and Security Informatics
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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7. Intelligence and Security Informatics
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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8. Sports Data Mining
Robert P. Schumaker, Hsinchun Chen, Osama K. Solieman
出版情報: Springer eBooks Computer Science , Springer US, 2010
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目次情報: 続きを見る
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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9. Dark Web
Hsinchun Chen
出版情報: Springer eBooks Computer Science , Springer New York, 2012
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10. Proceedings of the ACM SIGKDD Workshop on CyberSecurity and Intelligence Informatics
Hsinchun Chen, Association for Computing Machinery-Digital Library.
出版情報: ACM Digital Library Proceedings , ACM, 2009
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