http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Knowledge discovery for counterterrorism and law enforcement
1 online resource (xx, 330 pages) : illustrations
Most of the research aimed at counterterrorism, fraud detection, or other forensic applications assumes that this is a specialized application domain for mainstream knowledge discovery. Unfortunately, knowledge discovery changes completely when the datasets being used have been manipulated in order to conceal some underlying activity. Knowledge Discovery for Counterterrorism and Law Enforcement operates from the premise that detection algorithms must be rethought to be effective in this domain, and presents a new approach based on cutting-edge analysis for use in adversarial settings. Reveals H.
1. Introduction -- 2. Data -- 3. High-Level Principles -- 4. Looking for Risk -- Prediction and Anomaly Detection -- 5. Looking for Similarity -- Clustering -- 6. Looking Inside Groups -- Relationship Discovery -- 7. Discovery from Public Textual Data -- 8. Discovery in Private Communication -- 9. Discovering Mental and Emotional State -- 10. The Bottom Line.
Includes bibliographical references (pages 317-326) and index.
Exploration de données (Informatique) dans l'application des lois
Chapman & Hall/CRC data mining and knowledge discovery series