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Proceedings of the 23rd Asia Pacific...

Asia Pacific Symposium on Intelligent and Evolutionary Systems (2019 :)

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Proceedings of the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Proceedings of the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems/ edited by Hiroshi Sato, Saori Iwanaga, Akira Ishii.
其他作者:	Sato, Hiroshi.
團體作者:	Asia Pacific Symposium on Intelligent and Evolutionary Systems
出版者:	Cham :Springer International Publishing : : 2020.,
面頁冊數:	xi, 286 p. :ill., digital ;24 cm.
內容註:	Ensemble Learning to Generate Virtual Data for Pattern Recognition and Its Possibility of Application to Strategy Inference in Table Tennis -- The rise of smart contract and its complex impacts on the digital ecosystem -- Automatic Collision Avoidance Using Deep Reinforcement Learning with Grid Sensor -- Two way allocation methods in SAVS for large depopulated area -- Proposal of mathematical model of prediction of human movement using position information -- Public transport smart card data analysis using tucker decomposition -- Estimating impressions for clothing, landscape, and indoor images using CNN -- Block-Based Neural Network High Speed Optimization -- An Improved Auto-encoder Based on 2-level Prioritized Experience Replay for High Dimension Skewed Data -- Multi-Task Learning Using Online Fine-Tuning Considering the Importance of Each Filter -- Visualizing Deep Q-Learning to Understanding Behavior of Swarm Robotic System -- A Study of Upper Tropospheric Circulations over the Northern Hemisphere Prediction Using Multivariate Features by ConvLSTM -- Learning localization skills of soccer robot using by simulated omni-vision camera -- Examination of analysis method of opinion distribution in News media transferred on Web -- Opinion distribution analysis of video media related to social life -- Quantitative consideration of spatio-temporal information on education and culture in Japan using telephone directory archive data.
Contained By:	Springer eBooks
標題:	Evolutionary computation - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-030-37442-6
ISBN:	9783030374426

Proceedings of the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems
Proceedings of the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems[electronic resource] /edited by Hiroshi Sato, Saori Iwanaga, Akira Ishii. - Cham :Springer International Publishing :2020. - xi, 286 p. :ill., digital ;24 cm. - Proceedings in adaptation, learning and optimization,v.122363-6084 ;. - Proceedings in adaptation, learning and optimization ;v.12..

Ensemble Learning to Generate Virtual Data for Pattern Recognition and Its Possibility of Application to Strategy Inference in Table Tennis -- The rise of smart contract and its complex impacts on the digital ecosystem -- Automatic Collision Avoidance Using Deep Reinforcement Learning with Grid Sensor -- Two way allocation methods in SAVS for large depopulated area -- Proposal of mathematical model of prediction of human movement using position information -- Public transport smart card data analysis using tucker decomposition -- Estimating impressions for clothing, landscape, and indoor images using CNN -- Block-Based Neural Network High Speed Optimization -- An Improved Auto-encoder Based on 2-level Prioritized Experience Replay for High Dimension Skewed Data -- Multi-Task Learning Using Online Fine-Tuning Considering the Importance of Each Filter -- Visualizing Deep Q-Learning to Understanding Behavior of Swarm Robotic System -- A Study of Upper Tropospheric Circulations over the Northern Hemisphere Prediction Using Multivariate Features by ConvLSTM -- Learning localization skills of soccer robot using by simulated omni-vision camera -- Examination of analysis method of opinion distribution in News media transferred on Web -- Opinion distribution analysis of video media related to social life -- Quantitative consideration of spatio-temporal information on education and culture in Japan using telephone directory archive data.

This book presents selected papers from the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES 2019), which was held in Tottori, Japan, on December 6-8, 2019. Today, various types of intelligent system can be found everywhere. However, none of them can be developed or understood from only one perspective. As such, this book collects unique ways of thinking about intelligent systems. It discusses evolutionary and complex adaptive systems, which have been useful approaches for tackling intelligent systems. It also examines the recent developments in the field of artificial intelligence that are driving research on intelligent systems. Addressing topics related to intelligent transport systems, machine learning and neural networks, data science and decision analytics, evolutionary and nature-inspired computation, and agents and complex systems, this book is a valuable resource for researchers and practitioners wanting to develop or understand intelligent and evolutionary systems.

ISBN: 9783030374426

Standard No.: 10.1007/978-3-030-37442-6doiSubjects--Topical Terms:

582175
Evolutionary computation
--Congresses.

LC Class. No.: QA76.618

Dewey Class. No.: 006.3823

Proceedings of the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems
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520 $a This book presents selected papers from the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES 2019), which was held in Tottori, Japan, on December 6-8, 2019. Today, various types of intelligent system can be found everywhere. However, none of them can be developed or understood from only one perspective. As such, this book collects unique ways of thinking about intelligent systems. It discusses evolutionary and complex adaptive systems, which have been useful approaches for tackling intelligent systems. It also examines the recent developments in the field of artificial intelligence that are driving research on intelligent systems. Addressing topics related to intelligent transport systems, machine learning and neural networks, data science and decision analytics, evolutionary and nature-inspired computation, and agents and complex systems, this book is a valuable resource for researchers and practitioners wanting to develop or understand intelligent and evolutionary systems.
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