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Explainable AI Applications for Human Behavior Analysis

Explainable AI Applications for Human Behavior Analysis

Explainable AI Applications for Human Behavior Analysis Hardback - 2024

by P. Paramasivan (Editor); S. Suman Rajest (Editor); Karthikeyan Chinnusamy (Editor)

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  • Title Explainable AI Applications for Human Behavior Analysis
  • Author P. Paramasivan (Editor); S. Suman Rajest (Editor); Karthikeyan Chinnusamy (Editor)
  • Binding Hardback
  • Condition New
  • Pages 320
  • Volumes 1
  • Language ENG
  • Publisher IGI Global
  • Publication date 2024-05-20
  • Features Bibliography, Index
  • Bookseller's Inventory # ria9798369313558_inp
  • ISBN 9798369313558
  • Weight 2.64 lbs (1.20 kg)
  • Dimensions 11 x 8.5 x 0.88 in (27.94 x 21.59 x 2.24 cm)
  • Category Computers - General Information
  • Library of Congress subjects Psychology - Computer simulation, Psychology - Data processing
  • Library of Congress Catalogue Number 2023058645
  • Dewey Decimal Code 150.287
  • Quantity available 611

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From the publisher

In the field of computer vision research, the study of human behavior is a formidable challenge. The diverse applications of this field, from video surveillance for crowd analysis to healthcare diagnostics, have drawn increasing attention. However, a significant problem persists - the sacrifice of transparency for the sake of predictive accuracy in Artificial Intelligence (AI) solutions. These AI systems often operate as enigmatic black boxes, seemingly conjuring decisions from vast datasets with little to no explanation. The need for clarity and accountability in AI decision-making is paramount as our reliance on these systems continues to grow. Explainable AI Applications for Human Behavior Analysis embarks on a mission to harness AI's innate capability to elucidate upon its own decision-making processes. By focusing on facial expressions, gestures, and body movements, we delve into uncharted territories of research, offering novel methodologies, databases, benchmarks, and algorithms for the analysis of human behavior in natural settings. Geared toward academic scholars, this book compiles the expertise of leading researchers in the field, making it accessible to readers of all educational backgrounds.

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