Intelligent Data Mining and Fusion Systems in Agriculture
Language: English
Published by Academic Press, 2019
- Softcover
- Used
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- Title
- Intelligent Data Mining and Fusion Systems in Agriculture
- Author
- Pantazi, Xanthoula-eirini; Moshou, Dimitrios; Bochtis, Dionysis
- Publisher
- Academic Press
- Publication year
- 2019
- Condition
- As New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 0128143916
- ISBN 13
- 9780128143919
Intelligent Data Mining and Fusion Systems in Agriculture presents methods of computational intelligence and data fusion that have applications in agriculture for the non-destructive testing of agricultural products and crop condition monitoring. Sections cover the combination of sensors with artificial intelligence architectures in precision agriculture, including algorithms, bio-inspired hierarchical neural maps, and novelty detection algorithms capable of detecting sudden changes in different conditions. This book offers advanced students and entry-level professionals in agricultural science and engineering, geography and geoinformation science an in-depth overview of the connection between decision-making in agricultural operations and the decision support features offered by advanced computational intelligence algorithms.
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About the Author
Dr. Dimitrios Moshou is an associate professor at AUTH and has a PhD from the Departments of Electrical Engineering and Biosystems, Faculty of Engineering, K.U. Leuven, Belgium, an MSc in control systems from the University of Manchester, and an MSc in electrical engineering. His research interests include the theory and applications of bio-inspired information processing, neuroscience, self-organisation, and computational intelligence and their use in intelligent control, pattern recognition, data fusion, and cognitive robotics. Application areas include mechatronics and non-destructive quality control and monitoring of bio-products and crops. He co-authroed the research monograph “Artificial Neural Maps on self-organizing networks and learning schemes and has written more than 180 papers in peer-reviewed journals, book chapters, and reviewed international conference proceedings, resulting in over 1500 citations. He has contributed in research and management tasks of 24 local and EU research projects. He has been involved in the proposal preparation, management, and research of several EU projects involving smart optical sensors, data fusion, and computational intelligence techniques. He was co-recipient of the Phytofare Prize 2001 for “Development of a weed activated spraying machine for targeted application of herbicides.
Dionysis D Bochtis works on the area of Systems Engineering focused on bio-production and related provision systems including, both, conventional systems with enhanced ICT and automation technologies and fully robotized systems, having held various positions ncluding: Professor (Agri-Robotics) at the Lincoln Institute for Agri-Food technologies, University of Lincoln, UK, and Senior Scientist (Operations Management) at the Department of Engineering at Aarhus University, Denmark. Currently, he is the Director of the Institute for Bio-economy and Agri-technology (IBO), Center of Research and Technology – Hellas (CERTH). He is the author of more than 300 articles (90 in peer reviewed journals) and has been invited for more than 30 key-note speeches around the globe.
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