Volume 643
Lecture Notes in Networks and Systems
Series Editor
Janusz Kacprzyk
Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland
Advisory Editors
Fernando Gomide
Department of Computer Engineering and AutomationDCA, School of Electrical and Computer EngineeringFEEC, University of CampinasUNICAMP, So Paulo, Brazil
Okyay Kaynak
Department of Electrical and Electronic Engineering, Bogazici University, Istanbul, Turkey
Derong Liu
Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA, Institute of Automation, Chinese Academy of Sciences, Beijing, China
Witold Pedrycz
Department of Electrical and Computer Engineering, University of Alberta, Alberta, Canada, Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland
Marios M. Polycarpou
Department of Electrical and Computer Engineering, KIOS Research Center for Intelligent Systems and Networks, University of Cyprus, Nicosia, Cyprus
Imre J. Rudas
buda University, Budapest, Hungary
Jun Wang
Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong
The series Lecture Notes in Networks and Systems publishes the latest developments in Networks and Systemsquickly, informally and with high quality. Original research reported in proceedings and post-proceedings represents the core of LNNS.
Volumes published in LNNS embrace all aspects and subfields of, as well as new challenges in, Networks and Systems.
The series contains proceedings and edited volumes in systems and networks, spanning the areas of Cyber-Physical Systems, Autonomous Systems, Sensor Networks, Control Systems, Energy Systems, Automotive Systems, Biological Systems, Vehicular Networking and Connected Vehicles, Aerospace Systems, Automation, Manufacturing, Smart Grids, Nonlinear Systems, Power Systems, Robotics, Social Systems, Economic Systems and other. Of particular value to both the contributors and the readership are the short publication timeframe and the world-wide distribution and exposure which enable both a wide and rapid dissemination of research output.
The series covers the theory, applications, and perspectives on the state of the art and future developments relevant to systems and networks, decision making, control, complex processes and related areas, as embedded in the fields of interdisciplinary and applied sciences, engineering, computer science, physics, economics, social, and life sciences, as well as the paradigms and methodologies behind them.
Indexed by SCOPUS, INSPEC, WTI Frankfurt eG, zbMATH, SCImago.
All books published in the series are submitted for consideration in Web of Science.
For proposals from Asia please contact Aninda Bose (aninda.bose@springer.com).
Editors
Fausto Pedro Garca Mrquez
University of Castilla-La Mancha, Ciudad Real, Spain
Akhtar Jamil
National University of Computer and Emerging Sciences, Islamabad, Pakistan
Sleyman Eken
Information Systems Engineering, Kocaeli University, Kocaeli, Turkey
Alaa Ali Hameed
Department of Computer Engineering, Istinye University, Istanbul, Turkey
ISSN 2367-3370 e-ISSN 2367-3389
Lecture Notes in Networks and Systems
ISBN 978-3-031-27098-7 e-ISBN 978-3-031-27099-4
https://doi.org/10.1007/978-3-031-27099-4
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023
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 Switzerland AG
The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface
Computational Intelligence, Data Analytics and Applications
Selected Papers from the International Conference on Computing, Intelligence and Data Analytics (ICCIDA)
This book is a compilation of the selected papers presented at the International Conference on Computing, Intelligence and Data Analytics (ICCIDA) in 2022.
The conference was hosted in Kocaeli, Turkey, and organized by Information Systems Engineering of the Kocaeli University, Turkey, on September 1617, 2022. The conference served as an interdisciplinary forum that helped the research community to take a step forward and share the research findings. In addition, it provided an arena where researchers, scholars, professionals, students and academicians may be able to foster working relationships and gain access to the latest research results.
The book highlights some of the latest research advances and cutting-edge analysis of real-world case studies on Computational Intelligence, Data Analytics and Applications from a wide range of international contexts. It also identified business applications and the latest findings and innovations in Operations Management and the Decision Sciences, e.g.:
Data analysis and visualization
Exploratory data analysis
Statistical and mathematical modeling
Business intelligence
Big data analysis
Data mining
Cloud computing architecture and systems
ETL and big data warehousing
Business intelligence
Data visualization
Statistical analysis