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  • 1
    ISBN: 9789400749146
    Language: English
    Pages: Online-Ressource (XVIII, 516 p. 185 illus, digital)
    Series Statement: SpringerLink
    Series Statement: Bücher
    Parallel Title: Buchausg. u.d.T.
    RVK:
    Keywords: Social sciences ; Artificial intelligence ; Social sciences Methodology ; Social Sciences ; Social sciences ; Artificial intelligence ; Social sciences Methodology
    Abstract: This book provides a thorough summary of the means currently available to the investigators of Artificial Intelligence for making criminal behavior (both individual and collective) foreseeable, and for assisting their investigative capacities. The volume provides chapters on the introduction of artificial intelligence and machine learning suitable for an upper level undergraduate with exposure to mathematics and some programming skill or a graduate course. It also brings the latest research in Artificial Intelligence to life with its chapters on fascinating applications in the area of law enforcement, though much is also being accomplished in the fields of medicine and bioengineering. Individuals with a background in Artificial Intelligence will find the opening chapters to be an excellent refresher but the greatest excitement will likely be the law enforcement examples, for little has been done in that area. The editors have chosen to shine a bright light on law enforcement analytics utilizing artificial neural network technology to encourage other researchers to become involved in this very important and timely field of study.
    Description / Table of Contents: Dedication -- Preface.- Chapter 1. Introduction to Artificial Networks and Law Enforcement Analytics; William J. Tastle -- Chapter 2. Law Enforcement and Artificial Intelligence; Massimo Buscema -- Chapter 3. The General Philosophy of Artificial Adaptive Systems; Massimo Buscema -- Chapter 4. A Brief Introduction to Evolutionary Algorithms and the Genetic Doping Algorithm; M. Buscema, M. Capriotti -- Chapter 5. Artificial Adaptive Systems in Data Visualization: Pro-Active data; Massimo Buscema -- Chapter 6. The Metropolitan Police Service Central Drug Trafficking Database: Evidence of Need; Geoffrey Monaghan and Stefano Terzi -- Chapter 7. Supervised Artificial neural Networks: Back Propagation Neural Networks; Massimo Buscema -- Chapter 8. Pre-Processing Tools for Non-Linear Data Sets; Massimo Buscema, Alessandra Mancini and Marco Breda -- Chapter 9. Metaclassifiers; Massimo Buscema, Stefano Terzi -- Chapter 10. Auto Identification of a Drug Seller Utilizing a Specialized Supervised Neural Network; Massimo Buscema and Marco Intraligi -- Chapter 11. Visualization and Clustering of Self-Organizing Maps; Giulia Massini -- Chapter 12. Self-Organizing Maps: Identifying Non-Linear Relationships in Massive Drug Enforcement Databases; Guila Massini -- Chapter 13. Theory of Constraint Satisfaction Neural Networks; Massimo Buscema -- Chapter 14. Application of the Constraint Satisfaction Network; Marco Intraligi and Massimo Buscema -- Chapter 15. Auto-Contractive Maps, h Function and the Maximally regular Graph: A new methodology for data mining; Massimo Buscema -- Chapter 16. Analysis of a Complex Dataset Using the Combined MST and Auto Contractive Map; Giovanni Pieri -- Chapter 17. Auto Contractive Mapsand Minimal Spanning tree: Organization of Complex datasets on criminal behavior to aid in the deduction of network connectivity; Giula Massini and Massimo Buscema -- Chapter 18. Data Mining Using Non-linear Auto Associative Artificial Neural Networks: The Arrestee Dataset; Massimo Buscema -- Chapter 19. Artificial Adaptive System for Parallel Querying of Multiple Databases; Massimo Buscema.-.
    Note: Includes bibliographical references and index
    URL: Volltext  (lizenzpflichtig)
    URL: Cover
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  • 2
    ISBN: 9781402027659
    Language: English
    Pages: Online-Ressource , v.: digital
    Edition: Online-Ausg. Springer-11648
    Edition: Springer eBook Collection. Humanities, Social Science and Law
    Series Statement: Studies of Organized Crime 4
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    RVK:
    Keywords: Social sciences ; Criminal Law ; Political Science ; Sociology ; Criminology
    Abstract: The History of Organised Crime -- to Part I: The History of the Concept -- The Mafia and the ‘Problem of the Mafia’: Organised Crime in Italy, 1820-1970 -- Multiple Underworlds in the Dutch Republic of the Seventeenth and Eighteenth Centuries -- ‘Many a Lord is Guilty, Indeed For Many a Poor Man's Dishonest Deed’: Gangs of Robbers in Early Mode -- Banditry in Corsica: The Eighteenth to Twentieth Centuries -- From Thievish Artel to Criminal Corporation: The History of Organised Crime in Russia -- Urban Knights and Rebels in the Ottoman Empire -- Comparative Synthesis of Part I -- Contemporary Patterns of Organised Crime -- to Part II: Sources and Literature -- Organised Crime in Italy: Mafia and Illegal Markets – Exception and Normality -- Crossing Borders: Organised Crime in the Netherlands -- Organised Crime in Germany: A Passe-Partout Definition Encompassing Different Phenomena -- How Organised is Organised Crime in France? -- Spain: The Flourishing Illegal Drug Haven in Europe -- The Nature and Representation of Organised Crime in the United Kingdom -- The Czech Republic: A Crossroads for Organised Crime -- Organised Crime in Poland: Its Development from ‘Real Socialism’ to Present Times -- Illegal Markets and Organised Crime in Switzerland: A Critical Assessment -- Organised Crime in Albania: The Ugly Side of Capitalism and Democracy -- Contemporary Russian Organised Crime: Embedded in Russian Society -- The Turkish Mafia and the State -- Comparative Synthesis of Part II -- Organised Crime Control Policies -- to Part III: The Initiatives of the European Union and the Council of Europe -- The Paradox of Effectiveness: Growth, Institutionalisation and Evaluation of Anti-Mafia Policies in Italy -- Organised Crime Policies in the Netherlands -- Organised Crime Policies in Germany -- The Control of Organised Crime in France: A Fuzzy Concept but a Handy Reference -- Organised Crime Control Policies in Spain: A ‘Disorganised’ Criminal Policy for ‘Organised’ Crime -- The Making of the United Kingdom's Organised Crime Control Policies -- Denmark on the Road to Organised Crime -- Organised Crime Policies in the Czech Republic: A Hard Road from Under-Estimation to the European Standard -- The Development of Organised Crime Policies in Poland: From Socialist Regime to ‘Rechtsstaat’ -- Organised Crime Policies in Switzerland: Opening the Way for a New Type of Criminal Legislation -- Organised Crime Control in Albania: The Long and Difficult Path to Meet International Standards and Develop Effective Policies -- Anti-Organised Crime Policies in Russia -- Comparative Synthesis of Part III -- Organised Crime Control Policies -- Comparative Synthesis of Part III -- General Conclusion -- General Conclusion.
    Abstract: This volume represents the first attempt to systematically compare organised crime concepts, as well as historical and contemporary patterns and control policies in thirteen European countries. These include seven ‘old’ EU Member States (Denmark, France, Germany, Italy, The Netherlands, Spain and the United Kingdom), two ‘new’ members (the Czech Republic and Poland), a candidate country (Turkey), and three non-EU countries (Albania, Russia and Switzerland). Based on a standardised research protocol, thirty-three experts from different legal and social disciplines provide insight through detailed country reports. On this basis, the editors compare organised crime patterns and policies in Europe and assess EU initiatives against organised crime. Its informed analyses and unprejudiced assessments will make Organised Crime in Europe an indispensable resource for scholars, students, practitioners, and policy-makers interested in understanding the complex phenomenon of organised crime and its related control policies in Europe.
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