Machine Learning Forensics for Law Enforcement, Security, and Intelligence - Hardcover

Mena, Jesus

 
9781439860694: Machine Learning Forensics for Law Enforcement, Security, and Intelligence
Hardcover
ISBN 10: 1439860696 ISBN 13: 9781439860694
Verlag: Auerbach Publications, 2011

Inhaltsangabe

Increasingly, crimes and fraud are digital in nature, occurring at breakneck speed and encompassing large volumes of data. To combat this unlawful activity, knowledge about the use of machine learning technology and software is critical. This volume integrates an assortment of deductive and instructive tools, techniques, and technologies to arm professionals with the tools they need to be prepared and stay ahead of the game. It is a practical guide on how to conduct forensic investigations using self-organizing clustering map (SOM) neural networks, text extraction, and rule generating software to "interrogate the evidence."

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Über die Autorin bzw. den Autor

Jesús Mena is a former Internal Revenue Service Artificial Intelligence specialist and the author of numerous data mining, web analytics, law enforcement, homeland security, forensic, and marketing books. Mena has also written dozens of articles and consulted with several businesses and governmental agencies. He has over 20 years’ experience in expert systems, rule induction, decision trees, neural networks, self-organizing maps, regression, visualization, and machine learning and has worked on data mining projects involving clustering, segmentation, classification, profiling and personalization with government, web, retail, insurance, credit card, financial and healthcare data sets. He has worked, written, and lectured on various behavioral analytics and social networking techniques, personalization mechanisms, web and mobile networks, real-time psychographics, tracking and profiling engines, log analyzing tools, packet sniffers, voice and text recognition software, geolocation and behavioral targeting systems, real-time streaming analytical software, ensemble techniques, and digital fingerprinting.

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Verlag
Auerbach Publications
Erscheinungsdatum
2011
Sprache
Englisch
ISBN 10 
1439860696
ISBN 13 
9781439860694
Einband
Tapa dura
Auflage
1
Anzahl der Seiten
350
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar