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Computational Science and Its Applications – ICCSA 2021

21st International Conference, Cagliari, Italy, September 13–16, 2021, Proceedings, Part III

  • Conference proceedings
  • © 2021

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Editors:
  1. Osvaldo Gervasi

    1. University of Perugia, Perugia, Italy

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  2. Beniamino Murgante

    1. University of Basilicata, Potenza, Italy

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  3. Sanjay Misra

    1. Covenant University, Ota, Nigeria

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  4. Chiara Garau

    1. University of Cagliari, Cagliari, Italy

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  5. Ivan Blečić

    1. University of Cagliari, Cagliari, Italy

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  6. David Taniar

    1. Monash University, Clayton, Australia

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  7. Bernady O. Apduhan

    1. Kyushu Sangyo University, Fukuoka, Japan

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  8. Ana Maria A. C. Rocha

    1. University of Minho, Braga, Portugal

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  9. Eufemia Tarantino

    1. Polytechnic University of Bari, Bari, Italy

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  10. Carmelo Maria Torre

    1. Polytechnic University of Bari, Bari, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12951)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: ICCSA 2021.

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About this book

​The ten-volume set LNCS 12949 – 12958 constitutes the proceedings of the 21st International Conference on Computational Science and Its Applications, ICCSA 2021, which was held in Cagliari, Italy, during September 13 – 16, 2021. The event was organized in a hybrid mode due to the Covid-19 pandemic.The 466 full and 18 short papers presented in these proceedings were carefully reviewed and selected from 1588 submissions. The books cover such topics as multicore architectures, mobile and wireless security, sensor networks, open source software, collaborative and social computing systems and tools, cryptography, human computer interaction, software design engineering, and others. Part III of the set icludes papers on Information Systems and Technologies and the proceeding of the following workshops: International Workshop on Automatic landform classification: spatial methods and applications (ALCSMA 2021); International Workshop on Application of Numerical Analysis to Imaging Science (ANAIS 2021); International Workshop on Advances in information Systems and Technologies for Emergency management, risk assessment and mitigationbased on the Resilience concepts (ASTER 2021); International Workshop on Advances in Web Based Learning (AWBL 2021).

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Table of contents (49 papers)

  1. Front Matter

    Pages i-xxxix
    Download chapter PDF

  2. General Track 5: Information Systems and Technologies

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Predicting Physiological Variables of Players that Make a Winning Football Team: A Machine Learning Approach

      • Alberto Cortez, António Trigo, Nuno Loureiro
      Pages 3-15

    3. A Framework for Supporting Ransomware Detection and Prevention Based on Hybrid Analysis

      • Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli
      Pages 16-27

    4. A Neural-Network-Based Framework for Supporting Driver Classification and Analysis

      • Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli
      Pages 28-39

    5. Web Document Categorization Using Knowledge Graph and Semantic Textual Topic Detection

      • Antonio M. Rinaldi, Cristiano Russo, Cristian Tommasino
      Pages 40-51

    6. Understanding Drug Abuse Social Network Using Weighted Graph Neural Networks Explainer

      • Zuanjie Ma, Hongming Gu, Zhenhua Liu
      Pages 52-61

    7. SemApp: A Semantic Approach to Enhance Information Retrieval

      • Sameh Neji, Tarek Chenaina, Abdullah M. Shoeb, Leila Ben Ayed
      Pages 62-78

    8. Family Matters: On the Investigation of [Malicious] Mobile Apps Clustering

      • Thalita Scharr Rodrigues Pimenta, Rafael Duarte Coelho dos Santos, André Grégio
      Pages 79-94

    9. Experiments for Linking the Complexity of the Business UML Class Diagram to the Quality of the Associated Code

      • Gaetanino Paolone, Martina Marinelli, Romolo Paesani, Paolino Di Felice
      Pages 95-110

    10. Probability-to-Goal and Expected Cost Trade-Off in Stochastic Shortest Path

      • Isabella Kuo, Valdinei Freire
      Pages 111-125

    11. StoryTracker: A Semantic-Oriented Tool for Automatic Tracking Events by Web Documents

      • Welton Santos, Elverton Fazzion, Elisa Tuler, Diego Dias, Marcelo Guimarães, Leonardo Rocha
      Pages 126-140

    12. A Social Distancing-Based Facility Location Approach for Combating COVID-19

      • Suman Banerjee, Bithika Pal, Maheswar Singhamahapatra
      Pages 141-156

    13. Using Mathematica and 4Nec2 to Design and Simulation of an Antenna in 2100 and 3500 MHz Bands

      • Ricardo Velezmoro-León, Carlos Enrique Arellano-Ramírez, Daniel Alonso Flores-Córdova, Robert Ipanaqué-Chero
      Pages 157-171

    14. An Article-Oriented Framework for Automatic Semantic Analysis of COVID-19 Researches

      • Antonio Pedro, Antônio Pereira, Pablo Cecilio, Nayara Pena, Felipe Viegas, Elisa Tuler et al.
      Pages 172-187

    15. Using Quadratic Discriminant Analysis by Intrusion Detection Systems for Port Scan and Slowloris Attack Classification

      • Vinícius M. Deolindo, Bruno L. Dalmazo, Marcus V. B. da Silva, Luiz R. B. de Oliveira, Allan de B. Silva, Lisandro Zambenedetti Granville et al.
      Pages 188-200

    16. Systematic Literature Review on Service Oriented Architecture Modeling

      • Khouloud Zaafouri, Mariam Chaabane, Ismael Bouassida Rodriguez
      Pages 201-210

    17. A Deep Learning Solution for Integrated Traffic Control Through Automatic License Plate Recognition

      • Riccardo Balia, Silvio Barra, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda, Nicola Sansoni
      Pages 211-226

    18. Secure Machine Intelligence and Distributed Ledger

      • Dmitry Arseniev, Dmitry Baskakov, Vyacheslav Shkodyrev
      Pages 227-239

    19. On the Data Security of Information Systems: Comparison of Approaches and Challenges

      • Farah Abdmeziem, Saida Boukhedouma, Mourad Chabane Oussalah
      Pages 240-255
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Other volumes

  1. Computational Science and Its Applications – ICCSA 2021

  2. Computational Science and Its Applications – ICCSA 2021

  3. Computational Science and Its Applications – ICCSA 2021

  4. Computational Science and Its Applications – ICCSA 2021

  5. Computational Science and Its Applications – ICCSA 2021

  6. Computational Science and Its Applications – ICCSA 2021

  7. Computational Science and Its Applications – ICCSA 2021

  8. Computational Science and Its Applications – ICCSA 2021

  9. Computational Science and Its Applications – ICCSA 2021

  10. Computational Science and Its Applications – ICCSA 2021

Editors and Affiliations

  • University of Perugia, Perugia, Italy

    Osvaldo Gervasi

  • University of Basilicata, Potenza, Italy

    Beniamino Murgante

  • Covenant University, Ota, Nigeria

    Sanjay Misra

  • University of Cagliari, Cagliari, Italy

    Chiara Garau, Ivan Blečić

  • Monash University, Clayton, Australia

    David Taniar

  • Kyushu Sangyo University, Fukuoka, Japan

    Bernady O. Apduhan

  • University of Minho, Braga, Portugal

    Ana Maria A. C. Rocha

  • Polytechnic University of Bari, Bari, Italy

    Eufemia Tarantino, Carmelo Maria Torre

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