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Book
Machine Learning in Aquaculture : Hunger Classification of Lates calcarifer
Authors: --- --- --- --- --- et al.
ISBN: 9811522375 9811522367 Year: 2020 Publisher: Singapore : Springer Singapore : Imprint: Springer,

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Abstract

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.


Book
Recent trends in mechatronics towards Industry 4.0 : selected articles from iM3F 2020, Malaysia
Authors: --- --- --- --- --- et al.
ISBN: 9813345977 9813345969 Year: 2022 Publisher: Singapore : Springer,

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Abstract

Hybrid Manta Ray Foraging - Particle Swarm Algorithm for PD Control Optimization of an Inverted Pendulum.- Multi-Objective Particle Swarm Optimization with Alternate Learning Strategies.- Self-Directed Mobile Robot Path Finding in Static Indoor Environment by Explicit Group Modified AOR Iteration.- Position and Swing Angle Control of Nonlinear Gantry Crane System.

Keywords

Mechatronics


Multi
Advancing Sports and Exercise via Innovation
Authors: --- --- --- --- --- et al.
ISBN: 9789811981593 9789811981586 9789811981609 9789811981616 Year: 2023 Publisher: Singapore Springer Nature Singapore :Imprint: Springer

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This book presents the proceedings of the 9th Asian South Pacific Association of Sport Psychology International Congress (ASPASP) 2022, Kuching, Malaysia, which entails the different sporting innovation themes, namely, Applied Sport and Social Psychology, Health and Exercise, Motor Control and Learning, Counselling and Clinical Psychology, Biomechanics, Data Mining and Machine Learning in Sports amongst others. It presents the state-of-the-art technological advancements towards the aforesaid themes and provides a platform to shape the future direction of sport science, specifically in the field sports and exercise psychology. 1.Presents articles from 9th Asian South Pacific Association of Sport Psychology International Congress 2022, Malaysia 2. Brings together academics and industries to present recent findings and innovations in sports and exercise 3. Includes contributions from leading experts in both industry and academia.

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