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Aiding Forensic Investigation Through Deep Learning and Machine Learning Frameworks

Alex Noel Joseph Raj, Vijayalakshmi G. V. Mahesh, Ruban Nerssison, Ang Yu, Jennifer Gentry (Herausgeber)

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273 Seiten

2022
Information Science Reference
9781668445624 (ISBN)

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It is crucial that forensic science meets challenges such as identifying hidden patterns in data, validating results for accuracy, and understanding varying criminal activities in order to be authoritative so as to hold up justice and public safety. Artificial intelligence, with its potential subsets of machine learning and deep learning, has the potential to transform the domain of forensic science by handling diverse data, recognizing patterns, and analyzing, interpreting, and presenting results. Machine Learning and deep learning frameworks, with developed mathematical and computational tools, facilitate the investigators to provide reliable results. Further study on the potential uses of these technologies is required to better understand their benefits. Aiding Forensic Investigation Through Deep Learning and Machine Learning Frameworks provides an outline of deep learning and machine learning frameworks and methods for use in forensic science to produce accurate and reliable results to aid investigation processes. The book also considers the challenges, developments, advancements, and emerging approaches of deep learning and machine learning. Covering key topics such as biometrics, augmented reality, and fraud investigation, this reference work is crucial for forensic scientists, law enforcement, computer scientists, researchers, scholars, academicians, practitioners, instructors, and students.

Vijayalakshmi G. V. Mahesh received the B. E. degree in Electronics and Communication Engineering from Bangalore University, India, in 1999, the M.Tech. degree in Digital Communication and Networking from Visvesvaraya Technological University in 2005 and Ph.D degree from VIT, Vellore, India. Currently she is working as an Associate Professor at BMS Institute of Technology and Management, Bangalore. Her research interests include Machine Learning, Image Processing, Signal Processing, Artificial Intelligence and Pattern Recognition.

Erscheint lt. Verlag	24.6.2022
Verlagsort	PA
Sprache	englisch
Maße	178 x 254 mm
Themenwelt	Recht / Steuern ► Strafrecht ► Kriminologie
ISBN-13	9781668445624 / 9781668445624
Zustand	Neuware