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Computers, Volume 14, Issue 4

April 2025 - 43 articles

Cover Story: Organizations in production and logistics often face challenges in evaluating their data mining capabilities, especially during the cost-intensive data preparation phase. While maturity models exist for broader domains like data management and artificial intelligence, none is specifically addressing the data mining process. Due to the complexity of this process, the associated phases have to be evaluated in detail. This article reviews relevant maturity models, identifies key factors influencing data preparation, and introduces a prototype data preparation maturity model. This marks an initial step toward a framework for assessing and improving data mining maturity in industrial contexts. View this paper
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Articles (43)

  • Review
  • Open Access
2,726 Views
25 Pages

Comparison of Bioelectric Signals and Their Applications in Artificial Intelligence: A Review

  • Juarez-Castro Flavio Alfonso,
  • Toledo-Rios Juan Salvador,
  • Aceves-Fernández Marco Antonio and
  • Tovar-Arriaga Saul

This review examines the role of various bioelectrical signals in conjunction with artificial intelligence (AI) and analyzes how these signals are utilized in AI applications. The applications of electroencephalography (EEG), electroretinography (ERG...

  • Article
  • Open Access
5 Citations
8,356 Views
35 Pages

This paper expands the extended unified theory of acceptance and use of technology (UTAUT2) to include four additional constructs (security, risk, institutional trust, and technology trust), providing a more comprehensive understanding of mobile bank...

  • Review
  • Open Access
7 Citations
7,047 Views
37 Pages

A State-of-the-Art Review of Artificial Intelligence (AI) Applications in Healthcare: Advances in Diabetes, Cancer, Epidemiology, and Mortality Prediction

  • Mariano Vargas-Santiago,
  • Diana Assaely León-Velasco,
  • Christian Efraín Maldonado-Sifuentes and
  • Liliana Chanona-Hernandez

Artificial Intelligence (AI) methodologies have profoundly influenced healthcare research, particularly in chronic disease management and public health. This paper provides a comprehensive state-of-the-art review of AI’s applications across dia...

  • Article
  • Open Access
2 Citations
4,502 Views
15 Pages

An Innovative Approach to Topic Clustering for Social Media and Web Data Using AI

  • Ioannis Kapantaidakis,
  • Emmanouil Perakakis,
  • George Mastorakis and
  • Ioannis Kopanakis

The vast amount of social media and web data offers valuable insights for purposes such as brand reputation management, topic research, competitive analysis, product development, and public opinion surveys. However, analysing these data to identify p...

  • Review
  • Open Access
10 Citations
9,056 Views
36 Pages

Blockchain technology, originally introduced through Bitcoin cryptocurrency in 2008, has rapidly expanded beyond its financial roots, offering innovative solutions for secure data management across various sectors, including education. Higher educati...

  • Article
  • Open Access
4 Citations
1,635 Views
30 Pages

LAVID: A Lightweight and Autonomous Smart Camera System for Urban Violence Detection and Geolocation

  • Mohammed Azzakhnini,
  • Houda Saidi,
  • Ahmed Azough,
  • Hamid Tairi and
  • Hassan Qjidaa

With the rise of digital video technologies and the proliferation of processing methods and storage systems, video-surveillance systems have received increasing attention over the last decade. However, the spread of cameras installed in public and pr...

  • Article
  • Open Access
2,431 Views
27 Pages

Microhooks: A Novel Framework to Streamline the Development of Microservices

  • Omar Iraqi,
  • Mohamed El Kadiri El Hassani and
  • Anass Zouine

The microservices architectural style has gained widespread adoption in recent years thanks to its ability to deliver high scalability and maintainability. However, the development process for microservices-based applications can be complex and chall...

  • Article
  • Open Access
4 Citations
892 Views
14 Pages

Optimal Selection of Sampling Rates and Mother Wavelet for an Algorithm to Classify Power Quality Disturbances

  • Jonatan A. Medina-Molina,
  • Enrique Reyes-Archundia,
  • José A. Gutiérrez-Gnecchi,
  • Javier A. Rodríguez-Herrejón,
  • Marco V. Chávez-Báez,
  • Juan C. Olivares-Rojas and
  • Néstor F. Guerrero-Rodríguez

The introduction of renewable energy sources, distributed energy systems, and power electronics equipment has led to the emergence of the Smart Grid. However, these developments have also caused the worsening of power quality. Selecting the correct s...

  • Article
  • Open Access
2 Citations
1,448 Views
16 Pages

Quantum Testing of Recommender Algorithms on GPU-Based Quantum Simulators

  • Chenxi Liu,
  • W. Bernard Lee and
  • Anthony G. Constantinides

This study explores the application of quantum computing in asset management, focusing on the use of the Quantum Approximate Optimization Algorithm (QAOA) to solve specific classes of financial asset recommendation problems. While quantum computing h...

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Computers - ISSN 2073-431X