Recent Advances in Knowledge-based Paradigms and Applications

Enhanced Applications Using Hybrid Artificial Intelligence Techniques
2014
ISBN: 978-3-319-01648-1
Verlag: Springer International Publishing

Buch, Englisch, Band 234, 205 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 3577 g

Reihe: Advances in Intelligent Systems and Computing

This book presents carefully selected contributions devoted to the modern perspective of AI research and innovation. This collection covers several areas of applications and motivates new research directions. The theme across all chapters combines several domains of AI research, Computational Intelligence and Machine Intelligence including an introduction to  the recent research and models.

Each of the subsequent chapters reveals leading edge research and innovative solution that employ AI techniques with an applied perspective. The problems include classification of spatial images, early smoke detection in outdoor space from video images, emergent segmentation from image analysis, intensity modification in images, multi-agent modeling and analysis of stress. They all are novel pieces of work and demonstrate how AI research contributes to solutions for difficult real world problems that benefit the research community, industry and society.

Zielgruppe

Research

Autoren/Hrsg.

Jain, Lakhmi C.

Tweedale, Jeffrey W.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme

Inhaltsverzeichnis

From the Contents: Advances in Modern Artificial Intelligence.- Computing efficiently spectral-spatial classification of hyperspectral images on commodity GPUs.-Early Smoke Detection in Outdoor Space by Spatio-temporal Clustering using a Single Video Camera.