Skip to main content
Springer Nature Link
Log in

Advances in Computing and Data Sciences

8th International Conference, ICACDS 2024, Vélizy, France, May 9–10, 2024, Revised Selected Papers

  • Conference proceedings
  • © 2025

Overview

Editors:
  1. Mayank Singh

    1. G.L. Bajaj Institute of Technology and Management, Greater Noida, India

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Vipin Tyagi

    1. Academics and Research Department, Jaypee University of Engineering and Technology, Raghogarh, India

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. P. K. Gupta

    1. School of Computing, Department of Data Science and Engineering, Mohan Babu University, Tirupati, India

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Jan Flusser

    1. Institute of Information Theory and Automation, Prague, Czech Republic

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Tuncer Ören

    1. School of Elect. Engg. & Comp. Science, School of Electrical Engineering and Computer Science, Ottawa, Canada

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  6. Amar Ramdane Cherif

    1. University of Paris-Saclay, Paris, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  7. Ravi Tomar

    1. Persistent Systems, Dehradun, India

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 2194)

Included in the following conference series:

Conference proceedings info: ICACDS 2024.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 69.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

About this book

This book constitutes the refereed proceedings of the 8th International Conference on Advances in Computing and Data Sciences, ICACDS 2024, held in Velizy, France, during May 9–10, 2024.

 

The 28 full papers present here, were carefully reviewed and selected from 174 submissions. The papers focus on innovative research in the field of Advanced Computing and Data Sciences, including areas such as artificial intelligence, machine learning, big data analytics, cloud computing, computer vision and natural language processing.

Similar content being viewed by others

Keywords

Table of contents (28 papers)

  1. Front Matter

    Pages i-xvi
    Download chapter PDF

  2. Advanced Computing

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Exploring the Impact of KNN and MLP Classifiers on Valence-Arousal Emotion Recognition Using EEG: An Analysis of DEAP Dataset and EEG Band Representations

      • Sonu Kumar Jha, Somaraju Suvvari, Mukesh Kumar
      Pages 3-13

    3. A Novel Container Based Computing Environment

      • Jitendra Kumar Seth, Ruchin Gupta, Chinmoy Chakraborty, Tushar Rastogi, Arpit Chaurasia
      Pages 14-23

    4. An Ensemble Deep Learning Framework for Enhancing Sentiment Analysis

      • Abha Kiran Rajpoot, Hunar Sajjan Agrawal, Gaurav Agrawal, Jagendra Singh, Vipin Tyagi
      Pages 24-34

    5. Performance Comparison of Julia with C and Python for Solving Computational Problems

      • Sabbi Vamshi Krishna, Om Jadhav, Parikshit Ardhapurkar, Manjunatha Valmiki, Sandeep Agrawal, Ramesh Bulusu et al.
      Pages 35-45

    6. An Optimized Approach Towards Malware Detection Using Java Microservices

      • Mandhar Goel, Subodh Thakur, Nishant Kumar, Nishant Gupta, Mayank Singh
      Pages 46-57

    7. 2DP-FHS: 2D Pareto Optimized Fog Head Selection for Multiple EEG Healthcare Data Analysis and Computations

      • Sri Harsha Kurra, Rama Krushna Rath, S. R. Sreeja
      Pages 58-68

    8. Geospatial Analysis and Machine Learning for Vehicular Mobility Patterns on Indian Two-Way Roads: Leveraging Geotagged Microphone Data and Modified CNN Classifier

      • Rakesh Dubey, Shruti Bharadwaj, Kumari Deepika, Akansha Singh, Anas Siddiqui, Hasir Ali et al.
      Pages 69-81

    9. Security and Privacy Challenges of Metaverse in Education

      • Sarika Sharma, Vipin Tyagi, Anagha Vaidya
      Pages 82-92

    10. Comparative Analysis of YOLO-Based Object Detection Models for Peritoneal Carcinomatosis

      • Naim Rochmawati, Chastine Fatichah, Bilqis Amaliah, Agus Budi Raharjo, Frédéric Dumont, Emilie Thibaudeau et al.
      Pages 93-104

  3. Data Sciences

    1. Front Matter

      Pages 105-105
      Download chapter PDF

    2. Integrated Model for the Prediction of Disease and Treatment Recommendation

      • Ashish Sharma, Prashant Shuman, Mahendra Kumar Gourisaria
      Pages 107-116

    3. Assessing Customer Retail Data Through the Application of Various Clustering Algorithms

      • Subhranil Das, Rashmi Kumari, Raghwendra Kishore Singh
      Pages 117-126

    4. Unveiling a Cutting-Edge Living Style-Based Neural Network Boost Model for Early Heart Disease Prediction

      • Ankit Maithani, Garima Verma
      Pages 127-137

    5. Zero-Shot Learning in Cybersecurity: A Paradigm Shift in Attack and Defense Strategies

      • Aviral Srivastava, Priyansh Sanghavi, Viral Parmar, Seema Rani
      Pages 138-149

    6. Data Engineering for Nonverbal Expression Analysis - Case Studies of Borderline Personality Disorder

      • Marta-Lilia Eraña-Diaz, Alejandra Rosales-Lagarde, Adriana Reyes-Soto, Iván Arango-de-Montis, Andrés Rodríguez-Delgado, Jairo Muñoz-Delgado
      Pages 150-169

    7. SGDR-YOLOv8: Training Method for Rice Diseases Detection Using YOLOv8

      • Bui Dang Thanh, Mac Tuan Anh, Giap Dang Khanh, Trinh Cong Dong, Nguyen Thanh Huong
      Pages 170-180

    8. Comparative Analysis of Speech Emotion Recognition Models

      • Plaksha, Priyanka, Anushka Ambekar, Ayushi Ukey, Arun Sharma, Karuna Kadian
      Pages 181-194

    9. Estimating the Concrete Compressive Strength of Regression Model for Machine Learning

      • Anagha Vaidya, Pranjal Vaidya, Sarika Sharma
      Pages 195-210
Back to top

Other volumes

  1. Advances in Computing and Data Sciences

Editors and Affiliations

  • G.L. Bajaj Institute of Technology and Management, Greater Noida, India

    Mayank Singh

  • Academics and Research Department, Jaypee University of Engineering and Technology, Raghogarh, India

    Vipin Tyagi

  • School of Computing, Department of Data Science and Engineering, Mohan Babu University, Tirupati, India

    P. K. Gupta

  • Institute of Information Theory and Automation, Prague, Czech Republic

    Jan Flusser

  • School of Elect. Engg. & Comp. Science, School of Electrical Engineering and Computer Science, Ottawa, Canada

    Tuncer Ören

  • University of Paris-Saclay, Paris, France

    Amar Ramdane Cherif

  • Persistent Systems, Dehradun, India

    Ravi Tomar

Bibliographic Information

  • Book Title: Advances in Computing and Data Sciences

  • Book Subtitle: 8th International Conference, ICACDS 2024, Vélizy, France, May 9–10, 2024, Revised Selected Papers

  • Editors: Mayank Singh, Vipin Tyagi, P. K. Gupta, Jan Flusser, Tuncer Ören, Amar Ramdane Cherif, Ravi Tomar

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-031-70906-7

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2025

  • Softcover ISBN: 978-3-031-70905-0Published: 18 October 2024

  • eBook ISBN: 978-3-031-70906-7Published: 17 October 2024

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XVI, 348

  • Number of Illustrations: 25 b/w illustrations, 112 illustrations in colour

  • Topics: Data Structures and Information Theory, Computer Applications, Machine Learning, Computing Milieux

Publish with us

Policies and ethics

Back to top