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Computing, Internet of Things and Data Analytics

Selected papers from the International Conference on Computing, IoT and Data Analytics (ICCIDA)

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Fausto Pedro García Márquez

    1. Ingenium Research Group; Campus Universitario, University of Castilla-La Mancha, Ciudad Real, Spain

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  2. Akhtar Jamil

    1. National University of Computer and Emerging Sciences, Islamabad, Pakistan

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  3. Isaac Segovia Ramirez

    1. Ingenium Research Group, Campus Universitario, University of Castilla-La Mancha, Ciudad Real, Spain

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  4. Süleyman Eken

    1. Information Systems Engineering, Kocaeli University, Kocaeli, Türkiye

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  5. Alaa Ali Hameed

    1. Department of Computer Engineering, Istinye University, Istanbul, Türkiye

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  • Covers selected papers of ICCIDA
  • Discusses the Future of IOT and Big Data
  • Papers on cutting-edge analyses of real-world problems related to Computing, IoT and Data Analytics

Part of the book series: Studies in Computational Intelligence (SCI, volume 1145)

Included in the following conference series:

Conference proceedings info: ICCIDA 2023.

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About this book

This book covers selected papers presented at the 2nd International Conference on Computing, IoT and Data Analytics (ICCIDA) in 2022 organized by Universidad de Castilla - La Mancha, Spain, August 11-12, 2023. It highlights some of the latest research advances and cutting-edge analyses of real-world problems related to Computing, IoT and Data Analytics and their applications in various domains. This includes state of the art models and methods used on benchmark datasets.

Keywords

Table of contents (46 papers)

  1. Front Matter

    Pages i-xxi
    Download chapter PDF

  2. Artificial Intelligence Techniques in Precision Marketing: A Multi-criteria Analysis and Comparative Study

    • Nouhaila El Koufi, Abdessamad Belangour
    Pages 1-7

  3. Artificial Intelligence in Industrial Internet of Things: A Concise Review of Performance Management

    • Seda Balta Kaç, Süleyman Eken
    Pages 8-22

  4. Comparison of LDA, NMF and BERTopic Topic Modeling Techniques on Amazon Product Review Dataset: A Case Study

    • Salih Can Turan, Kazım Yildiz, Büşra Büyüktanir
    Pages 23-31

  5. Optimal Parameter Selection of Latent Dirichlet Allocation to Determine the Emerging Topics in Hydrology Domain

    • Sila Ovgu Korkut, Aytug Onan, Erman Ulker, Femin Yalcin
    Pages 32-42

  6. Battery Management System-Based Fuzzy Logic

    • K. S. Jithin Mohan, S. Paul Sathiyan
    Pages 43-57

  7. Involvement of Unmanned Aerial Vehicles and Swarm Intelligence in Future Modern Warfare: An Overview

    • Murat Bakirci, Muhammed Mirac Özer
    Pages 58-67

  8. A Comparative Study of Deep Learning Loss Functions: A Polyp Segmentation Case Study

    • Rachid Bourday, Issam Aattouchi, Mounir Ait Kerroum
    Pages 68-78

  9. Combination of an Improved Feistel Scheme and Genetic Operators for Chaotic Image Encryption

    • Hicham Rrghout, Mourad Kattass, Mariem Jarjar, Naima Benazzi, Younes Qobbi, Abdellatif Jarjar et al.
    Pages 79-91

  10. Post-processing of Closed Contours to Obtain Inscribed K-Sided Polygons

    • R. Molano, M. Ávila, J. C. Sancho, P. G. Rodríguez, A. Caro
    Pages 92-101

  11. Electricity Consumption Forecasting Using the Prophet Model in Industry: A Case Study

    • Umut Yildiz, Sila Ovgu Korkut
    Pages 102-111

  12. Going Beyond Traditional Methods: Using LSTM Networks to Predict Rainfall in Kerala

    • J. Akshaya, D. Harsha, D. Eswar Chowdary, B. E. Pranav Kumaar, G. Rahul, V. Sowmya et al.
    Pages 112-121

  13. Effects of Augmented Reality on Visuospatial Abilities of Males and Females

    • Julia Bend, Anssi Öörni
    Pages 122-131

  14. Parkinson’s Disease Assessment from Speech Data Using Recurrence Plot

    • Arsya Mohamed Ali, G. Jyothish Lal, V. Sowmya, E. A. Gopalakrishnan
    Pages 132-142

  15. COVID-19 and Behavioral Analytics: Deep Learning-Based Work-From-Home Sensing from Reddit Comments

    • M. M. Enes Yurtsever, Ekin Ekinci, Süleyman Eken
    Pages 143-155

  16. An Improved Data Classification in Edge Cloud-Assisted IoMT: Leveraging Machine Learning and Feature Selection

    • Abdelkarim Ait Temghart, Mbarek Marwan, Mohamed Baslam
    Pages 156-165

  17. Predicting Delays in Indian Lower Courts Using AutoML and Decision Forests

    • Mohit Bhatnagar, Shivaraj Huchhanavar
    Pages 166-180

  18. Chaotic Image Encryption Using an Improved Vigenère Cipher and a Crossover Operator

    • Mourad Kattass, Hicham Rrghout, Mariem Jarjar, Abdellatif Jarjar, Faiq Gmira, Abdelhamid Benazzi
    Pages 181-191

  19. NBS: An NFT-Based Blockchain Steganography Method

    • Mustafa Takaoğlu, Faruk Takaoğlu, Taner Dursun
    Pages 192-201

  20. MLP Neural Network Based on PCA and K-means Clustering for PM2.5 Forecasting

    • Diego Velez, Santiago Santa, Gustavo Patino
    Pages 202-212
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Other volumes

  1. Computing, Internet of Things and Data Analytics

Editors and Affiliations

  • Ingenium Research Group; Campus Universitario, University of Castilla-La Mancha, Ciudad Real, Spain

    Fausto Pedro García Márquez

  • National University of Computer and Emerging Sciences, Islamabad, Pakistan

    Akhtar Jamil

  • Ingenium Research Group, Campus Universitario, University of Castilla-La Mancha, Ciudad Real, Spain

    Isaac Segovia Ramirez

  • Information Systems Engineering, Kocaeli University, Kocaeli, Türkiye

    Süleyman Eken

  • Department of Computer Engineering, Istinye University, Istanbul, Türkiye

    Alaa Ali Hameed

Bibliographic Information

  • Book Title: Computing, Internet of Things and Data Analytics

  • Book Subtitle: Selected papers from the International Conference on Computing, IoT and Data Analytics (ICCIDA)

  • Editors: Fausto Pedro García Márquez, Akhtar Jamil, Isaac Segovia Ramirez, Süleyman Eken, Alaa Ali Hameed

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-031-53717-2

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024

  • Hardcover ISBN: 978-3-031-53716-5Published: 23 February 2024

  • Softcover ISBN: 978-3-031-54386-9Due: 25 March 2024

  • eBook ISBN: 978-3-031-53717-2Published: 22 February 2024

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XXI, 522

  • Number of Illustrations: 51 b/w illustrations, 157 illustrations in colour

  • Topics: Machine Learning, Statistics, general

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