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Intelligent data mining in law enforcement analytics : new neural networks applied to real problems

Author: Massimo Buscema; William J Tastle
Publisher: Dordrecht ; New York : Springer, ©2013.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Massimo Buscema; William J Tastle
ISBN: 9789400749146 9400749147 9400749139 9789400749139
OCLC Number: 821883345
Notes: Includes index.
Description: 1 online resource
Contents: Overview --
Mediterranean Diet and Skin Health --
Immune-Mediated Disorders of Skin: Role of Dietary Factors and Plant Extracts? --
UV Irradiations, Micronutrient Supplementation, and Cutaneous Health: Overview --
Skin Health and Metabolic Complications --
Probiotics and Skin Health --
Dietary Nutrients and Skin --
Vitamin C (l-Ascorbic Acid): Antioxidant Involved in Skin Care --
Omega 3 Fatty Acids in Psoriasis --
Arginine Derived Nitric Oxide: Key to Healthy Skin --
Taurine (2-Aminoethanesulfonic Acid): Useful in Skin Diseases --
Plant and plant components and skin care --
Turmeric (Curcuma longa L.) the Indian Golden Curry Spice as a Skin Care Agent: Validation of the Traditional Uses --
Ginger (Zingiber officinale Roscoe) the Dietary Agent in Skin Care: A Review. Amla (Emblica officinalis Gaertn.) the Indian Indigenous Berry in Skin Care --
Review on the Use of Aloe vera (Aloe) in Dermatology --
Dietary components and skin health --
Chocolate and Skin Health --
Natural Dietary Factors (Products), Antioxidants, and Skin Health --
Nutrient-Rich Botanicals in Skin Health: Focus on Avena sativa --
The Role of Polyphenols in Skin Health --
Resveratrol in Dermal Health --
Skin Care Properties of Grape Seed Polyphenols, a By-Product of the Winery Industry --
Skin Health Benefits of Coenzyme Q10 --
Protection Against Free Radicals (UVB Irradiation) of a Water-Soluble Enzymatic Extract from Rice Bran. Study Using Human Keratinocyte Monolayer and Reconstructed Human Epidermis --
Essential nutrients and skin cancer --
Folate Nutrition in Skin Health and Skin Cancer Prevention. Vitamin D and Skin Cancer: Meet Sunshine Halfway --
Vitamin E in Skin Cancer and Aging Skin --
Dietary components and skin cancer --
Dietary Plant Extracts and Foods in Prevention and Skin Cancer: An Overview --
Promising Plant Extracts with In Vivo Anti-melanoma Potential --
Molecular Sensors and Mediators of Skin Cancer Preventative Phytochemicals --
Soybean: Key Role in Skin Cancer --
Bioactive Polyacetylenes of Carrots in Cancer Prevention --
Chocolate: A Role in Skin Care and Cancer --
N-Acetylcysteine for Reduction of Oxidative Stress/Damage and Prevention of Melanoma --
An Indian Spice: Turmeric, in Relation to Skin Health and Cancer --
Green Tea (Camellia sinesis): Key Role in Skin Cancer --
Camellia sinensis (Tea) in the Prevention of UV-Induced Carcinogenesis: A Mechanistic Overview --
Melanoma and Leptin --
Plants and plant components and non-cancerous skin diseases --
Curcuma longa: Use for Skin Disease Care. Western Diet-Mediated mTORC1-Signaling in Acne, Psoriasis, Atopic Dermatitis, and Related Diseases of Civilization: Therapeutic Role of Plant-Derived Natural mTORC1 Inhibitors --
Legumes and Preventive Dermatology --
Licorice: Glycyrrhiza glabra Linn. Used for Dermatitis --
Role of Emblica officinalis in Prevention of Skin Disease --
Sphaeranthus indicus: Skin Disease Preventive Plant --
Mangosteen (Garcinia mangostana Linn.): Role in Prevention of Skin Disorders --
Exploring Neem (Azadirachta indica) for Antidermatophytic Activity --
Pongamia pinnata (Linn.) Used in Skin Disease --
Aloe vera: Use for Skin Disease --
Tinospora cordifolia (Willd.) Miers. (Menispermaceae): Beneficial Effect on Skin Diseases --
Withania somnifera: Use for Skin Disease --
The Role of Probiotics in Atopic Dermatitis (Eczema) and Skin Allergy Reactions: Prevention and Therapy. Introduction to Artificial Networks and Law Enforcement Analytics / William J. Tastle --
Law Enforcement and Artificial Intelligence / Paolo Massimo Buscema --
The General Philosophy of Artificial Adaptive Systems / Paolo Massimo Buscema --
A Brief Introduction to Evolutionary Algorithms and the Genetic Doping Algorithm / Massimo Buscema, Massimiliano Capriotti --
Artificial Adaptive Systems in Data Visualization: Proactive Data / Massimo Buscema --
The Metropolitan Police Service Central Drug-Trafficking Database: Evidence of Need / Geoffrey Monaghan, Stefano Terzi --
Supervised Artificial Neural Networks: Backpropagation Neural Networks / Massimo Buscema --
Preprocessing Tools for Nonlinear Datasets / Massimo Buscema, Alessandra Mancini --
Metaclassifiers / Massimo Buscema, Stefano Terzi --
Auto-Identification of a Drug Seller Utilizing a Specialized Supervised Neural Network / Massimo Buscema, Marco Intraligi --
Visualization and Clustering of Self-Organizing Maps / Giulia Massini --
Self-Organizing Maps: Identifying Nonlinear Relationships in Massive Drug Enforcement Databases / Giulia Massini --
Theory of Constraint Satisfaction Neural Networks / Massimo Buscema --
Application of the Constraint Satisfaction Network / Marco Intraligi, Massimo Buscema --
Auto-Contractive Maps, H Function, and the Maximally Regular Graph: A New Methodology for Data Mining / Massimo Buscema --
Analysis of a Complex Dataset Using the Combined MST and Auto-Contractive Map / Giovanni Pieri --
Auto-Contractive Maps and Minimal Spanning Tree: Organization of Complex Datasets on Criminal Behavior to Aid in the Deduction of Network Connectivity / Giulia Massini, Massimo Buscema --
Data Mining Using Nonlinear Auto-Associative Artificial Neural Networks: The Arrestee Dataset / Massimo Buscema --
Artificial Adaptive System for Parallel Querying of Multiple Databases / Massimo Buscema.
Responsibility: Massimo Buscema, William J. Tastle, editors.

Abstract:

In this thorough review of cutting-edge methods in law-enforcement data mining, the authors bring the latest research on artificial intelligence to life with chapters on key neural network  Read more...

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