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Bernard J. Jansen - International Conference on Cognitive based Information Processing and Applications (CIPA 2021)

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Bernard J. Jansen International Conference on Cognitive based Information Processing and Applications (CIPA 2021)
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This book contains papers presented at the International Conference on Cognitive based Information Processing and Applications (CIPA) held during August 21, 2021, online conference (since COVID 19), which is divided into a 2-volume book. The papers in the second volume represent the various technological advancements in network information processing, graphics and image processing, medical care, machine learning, smart cities. It caters to postgraduate students, researchers, and practitioners specializing and working in the area of cognitive-inspired computing and information processing.

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Book cover of International Conference on Cognitive based Information - photo 1
Book cover of International Conference on Cognitive based Information Processing and Applications (CIPA 2021)
Volume 85
Lecture Notes on Data Engineering and Communications Technologies
Series Editor
Fatos Xhafa
Technical University of Catalonia, Barcelona, Spain

The aim of the book series is to present cutting edge engineering approaches to data technologies and communications. It will publish latest advances on the engineering task of building and deploying distributed, scalable and reliable data infrastructures and communication systems.

The series will have a prominent applied focus on data technologies and communications with aim to promote the bridging from fundamental research on data science and networking to data engineering and communications that lead to industry products, business knowledge and standardisation.

Indexed by SCOPUS, INSPEC, EI Compendex.

All books published in the series are submitted for consideration in Web of Science.

More information about this series at http://www.springer.com/series/15362

Editors
Bernard J. Jansen , Haibo Liang and Jun Ye
International Conference on Cognitive based Information Processing and Applications (CIPA 2021)
Volume 2
1st ed. 2022
Logo of the publisher Editors Bernard J Jansen Qatar Computing Research - photo 2
Logo of the publisher
Editors
Bernard J. Jansen
Qatar Computing Research Institute, Doha, Qatar
Haibo Liang
School of Mechanical Engineering, Southwest Petroleum University, Chengdu, China
Jun Ye
Hainan University, Haikou, China
ISSN 2367-4512 e-ISSN 2367-4520
Lecture Notes on Data Engineering and Communications Technologies
ISBN 978-981-16-5853-2 e-ISBN 978-981-16-5854-9
https://doi.org/10.1007/978-981-16-5854-9
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022
This work is subject to copyright. All rights are solely and exclusively licensed 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 Singapore Pte Ltd.

The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore

Foreword

Cognition has emerged as a new and promising methodology with the development of cognitive-inspired computing, cognitive-inspired interaction, and systems that enable a large class of applications and has developed a great potential to change our life. However, recent advances in artificial intelligence (AI), fog computing, big data, and cognitive computational theory show that multidisciplinary cognitive-inspired computing still struggles with fundamental, long-standing problems, such as computational models and decision-making mechanisms based on the neurobiological processes of the brain, cognitive sciences, and psychology. How to enhance human cognitive performance with machine learning, common sense, natural language processing, etc., is worth exploring.

2021 International Conference on Cognitive-based Information Processing and Applications includes data mining, intelligent computing, deep learning, and all other theories, models, techniques related to artificial intelligence.

The purpose of CIPA2021 is to provide a forum for the presentation and discussion of innovative ideas, cutting-edge research results, and novel techniques, methods, and applications on all aspects of technology and intelligence in intelligent computing.

At least two independent experts reviewed each paper. The conference would not have been a reality without the contributions of the authors. We sincerely thank all the authors for their valuable contributions. We would like to express our appreciation to all Program Committee members for their valuable efforts in the review process that helped us guarantee the highest quality of the selected papers for the conference.

We would like to express our thanks for the strong support of the Publication Chairs, Organizing Chairs, Program Committee members, and all volunteers.

Our special thanks are also due to the editors of the Springer book series Advances in Intelligent Systems and Computing, Ramesh Nath Premnath and Karthik Raj Selvaraj, for their assistance throughout the publication process.

Bernard J. Jansen
Haibo Liang
Jun Ye
Welcome Message

Cognition has emerged as a new and promising methodology with the development of cognitive-inspired computing, cognitive-inspired interaction, and systems, which can enable a large class of applications and has great potential to change our lives. However, recent advances in artificial intelligence (AI), fog computing, big data, and cognitive computational theory show that multidisciplinary cognitive-inspired computing still struggles with fundamental, long-standing problems, such as computational models and decision-making mechanisms based on the neurobiological processes of the brain, cognitive sciences, and psychology. How to enhance human cognitive performance with machine learning, common sense, natural language processing, etc., is worth exploring.

2021 International Conference on Cognitive-based Information Processing and Applications includes precision mining, intelligent computing, deep learning, and all other theories, models, techniques related to artificial intelligence. The purpose of CIPA2021 is to provide a forum for the presentation and discussion of innovative ideas, cutting-edge research results, and novel techniques, methods, and applications on all aspects of technology and intelligence in intelligent computing.

At least two independent experts reviewed each paper. The conference would not have been a reality without the contributions of the authors. We sincerely thank all the authors for their valuable contributions. We would like to express our appreciation to all Program Committee members for their valuable efforts in the review process that helped us guarantee the highest quality of the selected papers for the conference.

We want to express our thanks for the strong support of the General Chairs, Publication Chairs, Organizing Chairs, Program Committee members, and all volunteers.

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