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Computational Intelligence in Digital Forensics: Forensic Investigation and Applications 2014 ed. [Kõva köide]

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  • Formaat: Hardback, 455 pages, kõrgus x laius: 235x155 mm, kaal: 8218 g, 12 Illustrations, color; 158 Illustrations, black and white; XII, 455 p. 170 illus., 12 illus. in color., 1 Hardback
  • Sari: Studies in Computational Intelligence 555
  • Ilmumisaeg: 11-Apr-2014
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319058843
  • ISBN-13: 9783319058849
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  • Formaat: Hardback, 455 pages, kõrgus x laius: 235x155 mm, kaal: 8218 g, 12 Illustrations, color; 158 Illustrations, black and white; XII, 455 p. 170 illus., 12 illus. in color., 1 Hardback
  • Sari: Studies in Computational Intelligence 555
  • Ilmumisaeg: 11-Apr-2014
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319058843
  • ISBN-13: 9783319058849
Teised raamatud teemal:

Computational Intelligence techniques have been widely explored in various domains including forensics. Analysis in forensic encompasses the study of pattern analysis that answer the question of interest in security, medical, legal, genetic studies and etc. However, forensic analysis is usually performed through experiments in lab which is expensive both in cost and time. Therefore, this book seeks to explore the progress and advancement of computational intelligence technique in different focus areas of forensic studies. This aims to build stronger connection between computer scientists and forensic field experts.

This book, Computational Intelligence in Digital Forensics: Forensic Investigation and Applications, is the first volume in the Intelligent Systems Reference Library series. The book presents original research results and innovative applications of computational intelligence in digital forensics. This edited volume contains seventeen chapters and presents the latest state-of-the-art advancement of Computational Intelligence in Digital Forensics; in both theoretical and application papers related to novel discovery in intelligent forensics. The chapters are further organized into three sections: (1) Introduction, (2) Forensic Discovery and Investigation, which discusses the computational intelligence technologies employed in Digital Forensic, and (3) Intelligent Forensic Science Applications, which encompasses the applications of computational intelligence in Digital Forensic, such as human anthropology, human biometrics, human by products, drugs, and electronic devices.

Arvustused

From the book reviews:

This edited book introduces the reader to various aspects of digital forensics and digital investigation techniques. the book is a useful companion for those interested in learning more about computation forensics . (Kim-Kwang Raymond Choo, Computing Reviews, July, 2014)

Section I Introduction
Computational Intelligence in Digital Forensics
1(16)
Satrya Fajri Pratama
Lustiana Pratiwi
Ajith Abraham
Azah Kamilah Muda
Section II Forensic Discovery and Investigation
Digital Forensics 2.0: A Review on Social Networks Forensics
17(30)
MohammadReza Keyvanpour
Mohammad Moradi
Faranak Hasanzadeh
Impact of Some Biometric Modalities on Forensic Science
47(16)
Ali Ismail Awad
Aboul Ella Hassanien
Incorporating Language Identification in Digital Forensics Investigation Framework
63(16)
Nicholas Akosu
Ali Selamat
Cost Optimized Random Sampling in Cellular Automata for Digital Forensic Investigations
79(18)
Arnab Mitra
Anirban Kundu
Building Multi-modal Crime Profiles with Growing Self Organising Maps
97(28)
Yee Ling Boo
Damminda Alahakoon
Section III Intelligent Forensic Science Applications
Anthropometric Measurement of North-East Indian Faces for Forensic Face Analysis
125(20)
Kankan Saha
Mrinal Kanti Bhowmik
Debotosh Bhattacharjee
Hand Biometrics in Digital Forensics
145(20)
Asish Bera
Debotosh Bhattacharjee
Mita Nasipuri
A Review on Age Identification Techniques for Non-human in Forensic Anthropology
165(22)
Nur A. Sahadun
Mohammed R.A. Kadir
Habibollah Haron
Integrating Computational Methods for Forensic Identification of Drugs by TLC, GC and UV Techniques
187(24)
Francisco Jose Silva Mata
Dania Porro Munoz
Diana Porro Munoz
Noslen Hernandez
Isneri Talavera Bustamante
Yoanna Martinez-Diaz
Lazaro Bustio Martinez
Detecting Counterfeit RFID Tags Using Digital Forensic
211(42)
JingHuey Khor
Widad Ismail
Mohammad Ghulam Rahman
Learning Remote Computer Fingerprinting
253(32)
Joao P. Souza Medeiros
Joao B. Borges Neto
Agostinho M. Brito Junior
Paulo S. Motta Pires
Signature-Based Biometric Authentication
285(30)
Srikanta Pal
Umapada Pal
Michael Blumenstein
Registration of Three Dimensional Human Face Images across Pose and Their Applications in Digital Forensic
315(18)
Parama Bagchi
Debotosh Bhattacharjee
Mita Nasipuri
Dipak Kumar Basu
Computational Methods for the Analysis of Footwear Impression Evidence
333(52)
Sargur N. Srihari
Yi Tang
A New Swarm-Based Framework for Handwritten Authorship Identification in Forensic Document Analysis
385(28)
Satrya Fajri Pratama
Azah Kamilah Muda
Yun-Huoy Choo
Noor Azilah Muda
Data Mining Methods Applied to a Digital Forensics Task for Supervised Machine Learning
413(16)
Antonio J. Tallon-Ballesteros
Jose C. Riquelme
Speech Quality Enhancement in Digital Forensic Voice Analysis
429(24)
Moses Ekpenyong
Okure Obot
Author Index 453