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Distributed Computing and Artificial Intelligence, 20th International Conference

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Sascha Ossowski

    1. ETSII / CETINIA, Universidad Rey Juan Carlos, Madrid, Spain

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  2. Pawel Sitek

    1. Politechnika Śląska Kielce, Kielce University of Technology, Santa Cruz, Poland

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  3. Cesar Analide

    1. Department of Informatics, Engineering School, University of Minho, Braga, Portugal

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  4. Goreti Marreiros

    1. Departamento de Engenharia Informática, Polytechnic Institute of Porto, Porto, Portugal

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  5. Pablo Chamoso

    1. BISITE, University of Salamanca, Salamanca, Spain

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  6. Sara Rodríguez

    1. BISITE, University of Salamanca, Salamanca, Spain

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  • Highlights the latest research on distributed computing and artificial intelligence
  • Presents the outcomes of the 20th International Conference on Distributed Computing and Artificial Intelligence 2023
  • Written by respected experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 740)

Included in the following conference series:

Conference proceedings info: DCAI 2023.

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About this book

The present book brings together experience, current work, and promising future trends associated with distributed computing, artificial intelligence, and their application in order to provide efficient solutions to real problems. DCAI 2023 is a forum to present applications of innovative techniques for studying and solving complex problems in artificial intelligence and computing areas. This year’s technical program presents both high quality and diversity, with contributions in well-established and evolving areas of research. Specifically, 108 papers were submitted, by authors from 31 different countries representing a truly “wide area network” of research activity. The DCAI 23 technical program has selected 36 full papers in the main track and, as in past editions, there will be special issues in ranked journals. This symposium is organized by the LASI and Centro Algoritmi of the University of Minho (Portugal). The authors like to thank all the contributing authors, the members of the Program Committee, National Associations (AEPIA, APPIA), and the sponsors (AIR Institute).

Keywords

Table of contents (36 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. Time-Series Modeling for Intrusion Detection Systems

    • Konstantinos Psychogyios, Stavroula Bourou, Andreas Papadakis, Nikolaos Nikolaou, Theodore Zahariadis
    Pages 1-10

  3. Estimation of Occlusion Region Using Image Completion by Network Model Consisting of Transformer and U-Net

    • Tomoya Matsuura, Takayuki Nakayama
    Pages 11-20

  4. Operation of a Genetic Algorithm Using an Adjustment Function

    • Francisco João Pinto
    Pages 21-30

  5. CUBA: An Evolutionary Consortium Oriented Distributed Ledger Byzantine Consensus Algorithm

    • Cyril Naves Samuel, François Verdier, Severine Glock, Patricia Guitton-Ouhamou
    Pages 31-43

  6. From Data to Action: Exploring AI and IoT-Driven Solutions for Smarter Cities

    • Tiago Dias, Tiago Fonseca, João Vitorino, Andreia Martins, Sofia Malpique, Isabel Praça
    Pages 44-53

  7. Adaptive Learning from Peers for Distributed Actor-Critic Algorithms

    • Chandreyee Bhowmick, Jiani Li, Xenofon Koutsoukos
    Pages 54-64

  8. Detection of Infostealer Variants Through Graph Neural Networks

    • Álvaro Bustos-Tabernero, Daniel López-Sánchez, Angélica González Arrieta
    Pages 65-73

  9. Activity Classification with Inertial Sensors to Perform Gait Analysis

    • David Martínez-Pascual, José. M. Catalán, José. V. García-Pérez, Mónica Sanchís, Francisca Arán-Ais, Nicolás García-Aracil
    Pages 74-82

  10. Guided Rotational Graph Embeddings for Error Detection in Noisy Knowledge Graphs

    • Raghad Khalil, Ziad Kobti
    Pages 83-92

  11. Distributed Control for Traffic Light in Smart Cities: Parameters and Algorithms

    • Pedro Uribe-Chavert, Juan-Luis Posadas-Yagüe, Jose-Luis Poza-Lujan
    Pages 93-102

  12. Using Data Analytic for Social Media Posts to Optimise Recyclable Solid Waste Management Exemplary at the City of Valencia

    • Philipp Junge, Sturle Stavrum-Tång, José M. Cecilia, Jose-Luis Poza-Lujan
    Pages 103-112

  13. Detection of Human Falls via Computer Vision for Elderly Care – An I3D/RNN Approach

    • João Leal, Hamed Moayyed, Zita Vale
    Pages 113-122

  14. Generic Architecture for Multisource Physiological Signal Acquisition, Processing and Classification Based on Microservices

    • Roberto Sánchez-Reolid, Daniel Sánchez-Reolid, Clara Ayora, José Luis de la Vara, António Pereira, Antonio Fernández-Caballero
    Pages 123-133

  15. A Novel System Architecture for Anomaly Detection for Loan Defaults

    • Rayhaan Pirani, Ziad Kobti
    Pages 134-144

  16. Enabling Distributed Inference of Large Neural Networks on Resource Constrained Edge Devices using Ad Hoc Networks

    • Torsten Ohlenforst, Moritz Schreiber, Felix Kreyß, Manuel Schrauth
    Pages 145-154

  17. Using Neural Network to Optimize Bin-Picking in the SME Manufacturing Digital Transformation

    • Philippe Juhe, Paul-Eric Dossou
    Pages 155-164

  18. Neural Architecture Search: Practical Key Considerations

    • María Alonso-García, Juan M. Corchado
    Pages 165-174

  19. Leveraging Smart City Services for Citizen Benefits Through a Unified Management Platform

    • Francisco Pinto-Santos, Juan Antonio González-Ramos, Sergio Alonso-Rollán, Ricardo S. Alonso
    Pages 175-183

  20. Step-Wise Model Aggregation for Securing Federated Learning

    • Shahenda Magdy, Mahmoud Bahaa, Alia ElBolock
    Pages 184-192
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Other volumes

  1. Distributed Computing and Artificial Intelligence, 20th International Conference

  2. Distributed Computing and Artificial Intelligence, Special Sessions I, 20th International Conference

  3. Distributed Computing and Artificial Intelligence, Special Sessions II - Intelligent Systems Applications, 20th International Conference

Editors and Affiliations

  • ETSII / CETINIA, Universidad Rey Juan Carlos, Madrid, Spain

    Sascha Ossowski

  • Politechnika Śląska Kielce, Kielce University of Technology, Santa Cruz, Poland

    Pawel Sitek

  • Department of Informatics, Engineering School, University of Minho, Braga, Portugal

    Cesar Analide

  • Departamento de Engenharia Informática, Polytechnic Institute of Porto, Porto, Portugal

    Goreti Marreiros

  • BISITE, University of Salamanca, Salamanca, Spain

    Pablo Chamoso, Sara Rodríguez

Bibliographic Information

  • Book Title: Distributed Computing and Artificial Intelligence, 20th International Conference

  • Editors: Sascha Ossowski, Pawel Sitek, Cesar Analide, Goreti Marreiros, Pablo Chamoso, Sara Rodríguez

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-38333-5

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-38332-8Published: 21 July 2023

  • eBook ISBN: 978-3-031-38333-5Published: 20 July 2023

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XVIII, 370

  • Number of Illustrations: 13 b/w illustrations, 75 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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