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Good Practices and New Perspectives in Information Systems and Technologies

WorldCIST 2024, Volume 2

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Álvaro Rocha

    1. ISEG, Universidade de Lisboa, Lisbon, Portugal

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  2. Hojjat Adeli

    1. College of Engineering, The Ohio State University, Columbus, USA

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  3. Gintautas Dzemyda

    1. Institute of Data Science and Digital Technologies, Vilnius University, Vilnius, Lithuania

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  4. Fernando Moreira

    1. DCT, Universidade Portucalense, Porto, Portugal

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  5. Aneta Poniszewska-Marańda

    1. Institute of Information Technology, Lodz University of Technology, Łódz, Poland

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  • Presents recent research on information systems and technology
  • Provides proceedings of the 12th World Conference on Information Systems and Technologies (WorldCIST'24)
  • Written by experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 986)

Included in the following conference series:

Conference proceedings info: WorldCIST 2024.

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About this book

This book is composed by a selection of articles from the 12th World Conference on Information Systems and Technologies (WorldCIST'24), held between 26 and 28 of March 2024, at Lodz University of Technology, Lodz, Poland.

WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of modern Information Systems and Technologies research, together with their technological development and applications.

The main and distinctive topics covered are:  A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human-Computer Interaction; J) Ethics, Computers and Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; and N) Technologies for Biomedical Applications.

The primary market of this book are postgraduates and researchers in Information Systems and Technologies field. The secondary market are undergraduates and professionals as well in Information Systems and Technologies field.

Keywords

Table of contents (23 papers)

  1. Front Matter

    Pages i-xxi
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  2. Intelligent and Decision Support Systems

    1. Front Matter

      Pages 1-1
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    2. MAGNAT: Maritime Management Ensemble Learning System

      • Niusha Mesgaribarzi
      Pages 3-12

    3. Stock Market Prediction: Integrating Explainable AI with Conv2D Models for Candlestick Image Analysis

      • Joao Paulo Euko, Flavio Santos, Paulo Novais
      Pages 13-23

    4. Resources Optimization and Value-Based Prioritization for at Risk Cultural Heritage Assets Management

      • Ulysse Rosselet, Cédric Gaspoz
      Pages 24-33

    5. Expert Systems in Information Security: A Comprehensive Exploration of Awareness Strategies Against Social Engineering Attacks

      • Waldson Rodrigues Cardoso, Admilson de Ribamar Lima Ribeiro, João Marco Cardoso da Silva
      Pages 34-43

    6. Multi-class Model to Predict Pain on Lower Limb Intermittent Claudication Patients

      • Rafael Martins, Luís Conceição, Gustavo Corrente, William Xavier, Júlio Souza, Alberto Freitas et al.
      Pages 44-53

    7. Collaborative Filtering Recommendation Systems Based on Deep Learning: An Experimental Study

      • Eddy Pardo, Priscila Valdiviezo-Diaz, Luis Barba-Guaman, Janneth Chicaiza
      Pages 54-63

    8. Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant

      • Pedro Oliveira, Francisco S. Marcondes, M. Salomé Duarte, Dalila Durães, Gilberto Martins, Paulo Novais
      Pages 64-73

    9. Fusing Temporal and Contextual Features for Enhanced Traffic Volume Prediction

      • Sara Balderas-Díaz, Gabriel Guerrero-Contreras, Andrés Muñoz, Juan Boubeta-Puig
      Pages 74-84

    10. Target-vs-One and Target-vs-All Classification of Epilepsy Using Deep Learning Technique

      • Adnan Amin, Feras Al-Obeidat, Nasir Ahmed Algeelani, Ahmed Shudaiber, Fernando Moreira
      Pages 85-94

  3. Health Informatics

    1. Front Matter

      Pages 95-95
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    2. OralDentalSoft: Open-Source Web Application for Dental Office Management

      • Ricardo Burbano, Eduardo Estévez, Lucrecia Llerena, Nancy Rodríguez
      Pages 97-106

    3. A Sco** Review of the Use of Blockchain and Machine Learning in Medical Imaging Applications

      • João Pavão, Rute Bastardo, Nelson Pacheco Rocha
      Pages 107-117

    4. The Role of Electronic Health Records to Identify Risk Factors for Develo** Long COVID: A Sco** Review

      • Ema Santos, Afonso Fernandes, Manuel Graça, Nelson Pacheco Rocha
      Pages 118-128

    5. Machine Learning Approaches to Support Medical Imaging Diagnosis of Pancreatic Cancer – A Sco** Review

      • Florbela Tavares, Gilberto Rosa, Inês Henriques, Nelson Pacheco Rocha
      Pages 129-138

    6. Virtual Reality in the Pain Management of Pediatric Burn Patients, A Sco** Review

      • Joana Santos, Jorge Marques, João Pacheco, Nelson Pacheco Rocha
      Pages 139-149

    7. Defining the “Smart Hospital”: A Literature Review

      • Leonidas Anthopoulos, Maria Karakidi, Dimitrios Tselios
      Pages 150-157

    8. Deep Learning for Healthcare: A Web-Microservices System Ready for Chest Pathology Detection

      • Sebastián Quevedo, Hamed Behzadi-Khormouji, Federico Domínguez, Enrique Peláez
      Pages 158-169

    9. Risk Factors in the Implementation of Information Systems in a Federal University Hospital

      • Eliane Cunha Marques, Simone B. S. Monteiro, Viviane V. F. Grubisic, Ricardo Matos Chaim
      Pages 170-187
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Other volumes

  1. Good Practices and New Perspectives in Information Systems and Technologies

  2. Good Practices and New Perspectives in Information Systems and Technologies

  3. Good Practices and New Perspectives in Information Systems and Technologies

  4. Good Practices and New Perspectives in Information Systems and Technologies

  5. Good Practices and New Perspectives in Information Systems and Technologies

  6. Good Practices and New Perspectives in Information Systems and Technologies

Editors and Affiliations

  • ISEG, Universidade de Lisboa, Lisbon, Portugal

    Álvaro Rocha

  • College of Engineering, The Ohio State University, Columbus, USA

    Hojjat Adeli

  • Institute of Data Science and Digital Technologies, Vilnius University, Vilnius, Lithuania

    Gintautas Dzemyda

  • DCT, Universidade Portucalense, Porto, Portugal

    Fernando Moreira

  • Institute of Information Technology, Lodz University of Technology, Łódz, Poland

    Aneta Poniszewska-Marańda

Bibliographic Information

  • Book Title: Good Practices and New Perspectives in Information Systems and Technologies

  • Book Subtitle: WorldCIST 2024, Volume 2

  • Editors: Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Marańda

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-60218-4

  • 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 2024

  • Softcover ISBN: 978-3-031-60217-7Published: 13 May 2024

  • eBook ISBN: 978-3-031-60218-4Published: 12 May 2024

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XXI, 274

  • Number of Illustrations: 18 b/w illustrations, 57 illustrations in colour

  • Topics: Computational Intelligence, Data Engineering, Computer Applications

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