Machine learning in aquaculture : hunger classification of Lates Calcarifer / Mohd Azraai Mohd Razman, Anwar P. P. Abdul Majeed, Rabiu Muazu Musa, Zahari Taha, Gian-Antonio Susto, Yukinori Mukai.
2020
SH156
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Unlimited
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Details
Title
Machine learning in aquaculture : hunger classification of Lates Calcarifer / Mohd Azraai Mohd Razman, Anwar P. P. Abdul Majeed, Rabiu Muazu Musa, Zahari Taha, Gian-Antonio Susto, Yukinori Mukai.
Author
Mohd Razman, Mohd Azraai.
ISBN
9789811522376 (electronic book)
9811522375 (electronic book)
9789811522369
9811522375 (electronic book)
9789811522369
Publication Details
Singapore : Springer, 2020.
Language
English
Description
1 online resource (64 pages).
Call Number
SH156
Dewey Decimal Classification
597
Summary
This book highlights the fundamental association between aquaculture and engineering in classifying fish hunger behaviour by means of machine learning techniques. Understanding the underlying factors that affect fish growth is essential, since they have implications for higher productivity in fish farms. Computer vision and machine learning techniques make it possible to quantify the subjective perception of hunger behaviour and so allow food to be provided as necessary. The book analyses the conceptual framework of motion tracking, feeding schedule and prediction classifiers in order to classify the hunger state, and proposes a system comprising an automated feeder system, image-processing module, as well as machine learning classifiers. Furthermore, the system substitutes conventional, complex modelling techniques with a robust, artificial intelligence approach. The findings presented are of interest to researchers, fish farmers, and aquaculture technologist wanting to gain insights into the productivity of fish and fish behaviour.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
Added Author
Majeed, Anwar P. P. Abdul.
Muazu Musa, Rabiu.
Zahari Taha.
Susto, Gian Antonio.
Mukai, Yukinori.
Muazu Musa, Rabiu.
Zahari Taha.
Susto, Gian Antonio.
Mukai, Yukinori.
Series
SpringerBriefs in applied sciences and technology.
Available in Other Form
Machine Learning in Aquaculture : Hunger Classification of Lates Calcarifer
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