Data mining trends and applications in criminal science and investigations
This book presents scientific concepts and frameworks of data mining and analytics implementation and uses across various domains, such as public safety, criminal investigations, intrusion detection, crime scene analysis, and suspect modeling
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| Other Authors: | , |
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| Format: | Book |
| Language: | English |
| Published: |
Hershey, PA
Information Science Reference, an imprint of IGI Global
[2016]
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| Series: | Advances in data mining and database management (ADMDM) book series
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| Subjects: | |
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| 020 | |z 9781522504641 (ebook) | ||
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| 245 | 0 | 0 | |a Data mining trends and applications in criminal science and investigations |c Omowunmi E. Isafiade and Antoine B. Bagula, editors |
| 264 | 1 | |a Hershey, PA |b Information Science Reference, an imprint of IGI Global |c [2016] | |
| 264 | 4 | |c © 2016 | |
| 300 | |a xxiv, 386 pages |b illustrations |c 27 cm. | ||
| 336 | |a text |2 rdacontent | ||
| 337 | |a unmediated |2 rdamedia | ||
| 338 | |a volume |2 rdacarrier | ||
| 490 | 1 | |a A volume in the Advances in data mining and database management (ADMDM) book series |x 2327-1981 | |
| 504 | |a Includes bibliographical references and index | ||
| 505 | 0 | |a Challenges and existing strategies in public safety and crime mining -- On the advancement of using data mining for crime situation recognition : a comparative review / Omowunmi E. Isafiade, University of Cape Town, South Africa, Antoine B. Bagula, University of Western Cape, South Africa, Sonia Berman, , University of Cape Town, South Africa -- A classification framework for data mining applications in criminal science and investigations / Mahima Goyal, Ambedkar Institute of Advanced Communication Technologies and Research, India, Vishal Bhatnagar, Ambedkar Institute of Advanced Communication Technologies and Research, India, Arushi Jain, Ambedkar Institute of Advanced Communication Technologies and Research, India -- Hotspot, spatial and visual analytics -- Visual analytics for crime analysis and decision support / Chih-Hao Ku, Lawrence Technological University, USA, Alicia Iriberri, California State University, USA, Goutam K Jena, Lawrence Technological University, USA -- Crime hotspot detection -- computational perspective / Emre Eftelioglu, University of Minnesota, USA, Shashi Shekhar, University of Minnesota, USA, Xun Tang, University of Minnesota, USA -- Visual data mining : a great opportunity for criminal investigation / Mehrdad Ghaziasgar, University of the Western Cape, South Africa, Nathan De La Cruz, University of the Western Cape, South Africa, Antoine Bagula, University of the Western Cape, South Africa, James Connan, Rhodes University, South Africa -- Forensics, suspect modeling and intelligence gathering -- On the use of Bayesian network in crime suspect modelling and legal decision support / Omowunmi E. Isafiade, University of Cape Town, South Africa, Antoine B. Bagula, University of Western Cape, South Africa, Sonia Berman, , University of Cape Town, South Africa -- Forensic investigation of digital crimes in healthcare applications / Nourhene Ellouze, University of Carthage, Tunisia, Slim Rekhis, University of Carthage, Tunisia, Noureddine Boudriga, University of Carthage, Tunisia -- Denial of service, cyber-crime and intrusion detection management -- Data mining analytics for crime security investigation and intrusion detection / Boutheina A. FESSI, University of Carthage, Tunisia, Yacine Djemaiel, University of Carthage, Tunisia, Noureddine Boudriga, University of Carthage, Tunisia -- Automated identification of child abuse in chat rooms by using data mining / Mohammadreza Keyvanpour, Alzahra University, Iran, Mohammadreza Ebrahimi, Concordia University, Canada, Necmiye Genc Nayebi, École de Technologie Supérieure, ÉTS, Canada, Olga Ormandjieva, Concordia University, Canada / Ching Y. Suen, Concordia University, Canada -- Data mining techniques for denial of service attacks detection / Pheeha Machaka, Council for Scientific and Industrial Research, South Africa, Andre McDonald, Council for Scientific and Industrial Research , South Africa, Fulufhelo Nelwamondo, Council for Scientific and Industrial Research, South Africa -- Thoughtful discussion on data mining trends and applications in criminal science and investigations / Omowunmi E. Isafiade, University of Cape Town, South Africa, Antoine B. Bagula, University of Western Cape, South Africa | |
| 520 | |a This book presents scientific concepts and frameworks of data mining and analytics implementation and uses across various domains, such as public safety, criminal investigations, intrusion detection, crime scene analysis, and suspect modeling | ||
| 592 | |a IV-99720 |b 28/11/2017 |c RM 868.22 |h Yuha | ||
| 650 | 0 | |a Criminal investigation |x Data processing | |
| 650 | 0 | |a Data mining | |
| 700 | 1 | |a Isafiade, Omowunmi E. |d 1982- |e editor | |
| 700 | 1 | |a Bagula, Antoine B. |d 1960- |e editor | |
| 830 | 0 | |a Advances in data mining and database management (ADMDM) book series | |
| 999 | |a vtls000059285 |c 105579 |d 105579 | ||