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  • © 2020

Computational Science and Its Applications – ICCSA 2020

20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part IV

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12252)

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

Conference series link(s): ICCSA: International Conference on Computational Science and Its Applications

Conference proceedings info: ICCSA 2020.

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  • ISBN: 978-3-030-58811-3
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Table of contents (73 papers)

  1. Front Matter

    Pages i-xlii
  2. International Workshop on Data Stream Processing and Applications (DASPA 2020)

    1. Front Matter

      Pages 1-1
    2. Dealing with Data Streams: Complex Event Processing vs. Data Stream Mining

      • Moritz Lange, Arne Koschel, Irina Astrova
      Pages 3-14
    3. Anomaly Detection for Data Streams Based on Isolation Forest Using Scikit-Multiflow

      • Maurras Ulbricht Togbe, Mariam Barry, Aliou Boly, Yousra Chabchoub, Raja Chiky, Jacob Montiel et al.
      Pages 15-30
    4. Automatic Classification of Road Traffic with Fiber Based Sensors in Smart Cities Applications

      • Antonio Balzanella, Salvatore D’Angelo, Mauro Iacono, Stefania Nacchia, Rosanna Verde
      Pages 31-46
    5. A Dynamic Latent Variable Model for Monitoring the Santa Maria del Fiore Dome Behavior

      • Bruno Bertaccini, Silvia Bacci, Federico Crescenzi
      Pages 47-58
  3. International Workshop on Frontiers in Machine Learning (FIML 2020)

    1. Front Matter

      Pages 59-59
    2. Exploring Algorithmic Fairness in Deep Speaker Verification

      • Gianni Fenu, Hicham Lafhouli, Mirko Marras
      Pages 77-93
    3. DECiSION: Data-drivEn Customer Service InnovatiON

      • Dario Esposito, Marco Polignano, Pierpaolo Basile, Marco de Gemmis, Davide Primiceri, Stefano Lisi et al.
      Pages 94-103
    4. A Comparative Analysis of State-of-the-Art Recommendation Techniques in the Movie Domain

      • Dalia Valeriani, Giuseppe Sansonetti, Alessandro Micarelli
      Pages 104-118
    5. Automated Machine Learning: Prospects and Challenges

      • Lorenzo Vaccaro, Giuseppe Sansonetti, Alessandro Micarelli
      Pages 119-134
    6. Contextualized BERT Sentence Embeddings for Author Profiling: The Cost of Performances

      • Marco Polignano, Marco de Gemmis, Giovanni Semeraro
      Pages 135-149
    7. Expressive Analysis of Gut Microbiota in Pre- and Post- Solid Organ Transplantation Using Bayesian Topic Models

      • Luigi Santacroce, Sara Mavaddati, Javad Hamedi, Bahman Zeinali, Andrea Ballini, Massimo Bilancia
      Pages 150-165
    8. Detection of Thyroid Nodules Through Neural Networks and Processing of Echographic Images

      • Alex R. Haro, Julio C. Toalombo, Eddie E. Galarza, Nancy E. Guerrón
      Pages 166-178
  4. International Workshop on Future Computing System Technologies and Applications (FiSTA 2020)

    1. Front Matter

      Pages 195-195
    2. Using Market Basket Analysis to Find Semantic Duplicates in Ontology

      • Irina Astrova, Arne Koschel, Su Ling Lee
      Pages 197-211
    3. IoT Software by Dataflow Programming in Mruby Programming Environment

      • Kazuaki Tanaka, Chihiro Tsujino, Hiroyuki Maeda
      Pages 212-220
    4. A Cloud VM Migration Control Mechanism Using Blockchain

      • Toshihiro Uchibayashi, Bernady Apduhan, Takuo Suganuma, Masahiro Hiji
      Pages 221-235

Other Volumes

  1. Computational Science and Its Applications – ICCSA 2020

    20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part I
  2. Computational Science and Its Applications – ICCSA 2020

    20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part II
  3. Computational Science and Its Applications – ICCSA 2020

    20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part III
  4. Computational Science and Its Applications – ICCSA 2020

    20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part IV
  5. Computational Science and Its Applications – ICCSA 2020

    20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part V
  6. Computational Science and Its Applications – ICCSA 2020

    20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part VI
  7. Computational Science and Its Applications – ICCSA 2020

    20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part VII

About this book

The seven volumes LNCS 12249-12255 constitute the refereed proceedings of the 20th International Conference on Computational Science and Its Applications, ICCSA 2020, held in Cagliari, Italy, in July 2020. Due to COVID-19 pandemic the conference was organized in an online event.
Computational Science is the main pillar of most of the present research, industrial and commercial applications, and plays a unique role in exploiting ICT innovative technologies.
The 466 full papers and 32 short papers presented were carefully reviewed and selected from 1450 submissions. Apart from the general track, ICCSA 2020 also include 52 workshops, in various areas of computational sciences, ranging from computational science technologies, to specific areas of computational sciences, such as software engineering, security, machine learning and artificial intelligence, blockchain technologies, and of applications in many fields. 


Keywords

  • artificial intelligence
  • communication systems
  • computer hardware
  • computer networks
  • computer programming
  • computer science
  • computer systems
  • computer vision
  • databases
  • engineering
  • image processing
  • internet
  • machine learning
  • mathematics
  • network protocols
  • signal processing
  • software
  • software design
  • software engineering
  • telecommunication systems

Editors and Affiliations

  • University of Perugia, Perugia, Italy

    Osvaldo Gervasi

  • University of Basilicata, Potenza, Italy

    Beniamino Murgante

  • Chair- Center of ICT/ICE, Covenant University, Ota, Nigeria

    Sanjay Misra

  • University of Cagliari, Cagliari, Italy

    Chiara Garau, Ivan Blečić

  • Clayton School of Information Technology, Monash University, Clayton, Australia

    David Taniar

  • Department of Information Science, 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

  • Department of Neurology, University of Massachusetts Medical School, Worcester, USA

    Yeliz Karaca

Bibliographic Information

  • Book Title: Computational Science and Its Applications – ICCSA 2020

  • Book Subtitle: 20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part IV

  • Editors: Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Chiara Garau, Ivan Blečić, David Taniar, Bernady O. Apduhan, Ana Maria A. C. Rocha, Eufemia Tarantino, Carmelo Maria Torre, Yeliz Karaca

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-58811-3

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2020

  • Softcover ISBN: 978-3-030-58810-6

  • eBook ISBN: 978-3-030-58811-3

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XLII, 1053

  • Number of Illustrations: 441 b/w illustrations

  • Topics: Computer Communication Networks, Computer Engineering and Networks, Artificial Intelligence, Software Engineering

Buying options

eBook USD 139.00
Price excludes VAT (USA)
  • ISBN: 978-3-030-58811-3
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 179.99
Price excludes VAT (USA)