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De-Shuang Huang - Intelligent Computing Theories and Application: 17th International Conference, ICIC 2021, Shenzhen, China, August 12–15, 2021, Proceedings, Part II

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De-Shuang Huang Intelligent Computing Theories and Application: 17th International Conference, ICIC 2021, Shenzhen, China, August 12–15, 2021, Proceedings, Part II

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This two-volume set of LNCS 12836 and LNCS 12837 constitutes - in conjunction with the volume LNAI 12838 - the refereed proceedings of the 17th International Conference on Intelligent Computing, ICIC 2021, held in Shenzhen, China in August 2021. The 192 full papers of the three proceedings volumes were carefully reviewed and selected from 458 submissions.The ICIC theme unifies the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. The theme for this conference is Advanced Intelligent Computing Methodologies and Applications.The papers are organized in the following subsections: Intelligent Computing in Computer Vision, Intelligent Control and Automation, Intelligent Modeling Technologies for Smart Cities, Machine Learning, and Theoretical Computational Intelligence and Applications.

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Book cover of Intelligent Computing Theories and Application Volume 12837 - photo 1
Book cover of Intelligent Computing Theories and Application
Volume 12837
Lecture Notes in Computer Science Information Systems and Applications, incl. Internet/Web, and HCI
Editorial Board
Elisa Bertino
Purdue University, West Lafayette, IN, USA
Wen Gao
Peking University, Beijing, China
Bernhard Steffen
TU Dortmund University, Dortmund, Germany
Gerhard Woeginger
RWTH Aachen, Aachen, Germany
Moti Yung
Columbia University, New York, NY, USA
Founding Editors
Gerhard Goos
Karlsruhe Institute of Technology, Karlsruhe, Germany
Juris Hartmanis
Cornell University, Ithaca, NY, USA

More information about this subseries at http://www.springer.com/series/7409

Editors
De-Shuang Huang , Kang-Hyun Jo , Jianqiang Li , Valeriya Gribova and Abir Hussain
Intelligent Computing Theories and Application
17th International Conference, ICIC 2021, Shenzhen, China, August 1215, 2021, Proceedings, Part II
1st ed. 2021
Logo of the publisher Editors De-Shuang Huang Tongji University - photo 2
Logo of the publisher
Editors
De-Shuang Huang
Tongji University, Shanghai, China
Kang-Hyun Jo
University of Ulsan, Ulsan, Korea (Republic of)
Jianqiang Li
Shenzhen University, Shenzhen, China
Valeriya Gribova
Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia
Abir Hussain
Department of Computer Science, Liverpool John Moores University, Liverpool, UK
ISSN 0302-9743 e-ISSN 1611-3349
Lecture Notes in Computer Science Information Systems and Applications, incl. Internet/Web, and HCI
ISBN 978-3-030-84528-5 e-ISBN 978-3-030-84529-2
https://doi.org/10.1007/978-3-030-84529-2
Springer Nature Switzerland AG 2021
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AG

The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Preface

The International Conference on Intelligent Computing (ICIC) was started to provide an annual forum dedicated to the emerging and challenging topics in artificial intelligence, machine learning, pattern recognition, bioinformatics, and computational biology. It aims to bring together researchers and practitioners from both academia and industry to share ideas, problems, and solutions related to the multifaceted aspects of intelligent computing.

ICIC 2021, held in Shenzhen, China, during August 1215, 2021, constituted the 17th International Conference on Intelligent Computing. It built upon the success of ICIC 2020 (Bari, Italy), ICIC 2019 (Nanchang, China), ICIC 2018 (Wuhan, China), ICIC 2017 (Liverpool, UK), ICIC 2016 (Lanzhou, China), ICIC 2015 (Fuzhou, China), ICIC 2014 (Taiyuan, China), ICIC 2013 (Nanning, China), ICIC 2012 (Huangshan, China), ICIC 2011 (Zhengzhou, China), ICIC 2010 (Changsha, China), ICIC 2009 (Ulsan, South Korea), ICIC 2008 (Shanghai, China), ICIC 2007 (Qingdao, China), ICIC 2006 (Kunming, China), and ICIC 2005 (Hefei, China).

This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was Advanced Intelligent Computing Technology and Applications. Papers that focused on this theme were solicited, addressing theories, methodologies, and applications in science and technology.

ICIC 2021 received 458 submissions from authors in 21 countries and regions. All papers went through a rigorous peer-review procedure and each paper received at least three review reports. Based on the review reports, the Program Committee finally selected 192 high-quality papers for presentation at ICIC 2021, which are included in three volumes of proceedings published by Springer: two volumes of Lecture Notes in Computer Science (LNCS) and one volume of Lecture Notes in Artificial Intelligence (LNAI).

This volume of LNCS includes 62 papers.

The organizers of ICIC 2021, including Tongji University and Shenzhen University, China, made an enormous effort to ensure the success of the conference. We hereby would like to thank all the ICIC 2021 organizers, the members of the Program Committee, and the referees for their collective effort in reviewing and soliciting the papers. We would like to thank Ronan Nugent, executive editor from Springer, for his frank and helpful advice and guidance throughout as well as his continuous support in publishing the proceedings. In particular, we would like to thank all the authors for contributing their papers. Without the high-quality submissions from the authors, the success of the conference would not have been possible. Finally, we are especially grateful to the International Neural Network Society and the National Science Foundation of China for their sponsorship.

De-Shuang Huang
Kang-Hyun Jo
Jianqiang Li
Valeriya Gribova
Abir Hussain
August 2021
Organization
General Co-chairs
De-Shuang Huang

Tongji University, China

Zhong Ming

Shenzhen University, China

Program Committee Co-chairs
Kang-Hyun Jo

University of Ulsan, South Korea

Jianqiang Li

Shenzhen University, China

Valeriya Gribova

Far Eastern Branch of Russian Academy of Sciences, Russia

Organizing Committee Co-chairs
Qiuzhen Lin

Shenzhen University, China

Cheng Wen Luo

Shenzhen University, China

Organizing Committee Members
Lijia Ma

Shenzhen University, China

Jie Chen

Shenzhen University, China

Jia Wang

Shenzhen University, China

Changkun Jiang

Shenzhen University, China

Junkai Ji

Shenzhen University, China

Zun Liu

Shenzhen University, China

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