| Description |
1 online resource (xxiv, 205 pages) : illustrations |
| Series |
Advances in Intelligent Systems and Computing, 2194-5357 ; volume 234 |
|
Advances in intelligent systems and computing ; v. 234. 2194-5357
|
| Contents |
Advances in Modern Artificial Intelligence / Jeffrey W. Tweedale and Lakhmi C. Jain -- Computing Efficiently Spectral-Spatial Classification of Hyperspectral Images on Commodity GPUs / Pablo Quesada-Barriuso, Francisco Argüello and Dora B. Heras -- Early Smoke Detection in Outdoor Space by Spatio-Temporal Clustering Using a Single Video Camera / Margarita Favorskaya and Konstantin Levtin -- Using Evolved Artificial Neural Networks for Providing an Emergent Segmentation with an Active Net Model / Jorge Novo, Cristina V. Sierra, José Santos and Manuel G. Penedo -- Shape from SEM Image Using Fast Marching Method and Intensity Modification by Neural Network / Yuji Iwahori, Kazuhiro Shibata, Haruki Kawanaka, Kenji Funahashi, Robert J. Woodham and Yoshinori Adachi -- Fuzzy Evidence Reasoning and Navigational Position Fixing / Włodzimierz Filipowicz -- Segmentation of Hyperspectral Images by Tuned Chromatic Watershed / Ramón Moreno and Manuel Graña -- Impact of Migration Topologies on Performance of Teams of Agents / Piotr Jȩdrzejowicz and Izabela Wierzbowska -- A Cooperative Agent-Based Multiple Neighborhood Search for the Capacitated Vehicle Routing Problem / Dariusz Barbucha -- Building the "Automatic Body Condition Assessment System" (ABiCA), an Automatic Body Condition Scoring System using Active Shape Models and Machine Learning / Rafael Tedín, José A. Becerra and Richard J. Duro -- The Impact of Network Characteristics on the Accuracy of Spatial Web Performance Forecasts / Leszek Borzemski and Anna Kamińska-Chuchmała -- Using Multi-Agent Systems Technique for Developing an Autonomous Model Used to Analyze Work-Stress Data / Anusua Ghosh, Jeffery W. Tweedale and Andrew Nafalski |
| Summary |
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 |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed November 4, 2013) |
| Subject |
Artificial intelligence.
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Knowledge representation (Information theory)
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Artificial Intelligence
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artificial intelligence.
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COMPUTERS -- General.
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Ingénierie.
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Artificial intelligence
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Knowledge representation (Information theory)
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| Form |
Electronic book
|
| Author |
Tweedale, Jeffrey W. (Jeffrey Wayne), editor.
|
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Jain, L. C., editor
|
| ISBN |
9783319016498 |
|
3319016490 |
|
