Frontiers in Big Data

Original Research

Published on 14 May 2025

Federated learning framework for IoT intrusion detection using tab transformer and nature-inspired hyperparameter optimization

Mohamed Abd Elaziz
Ibrahim A. Fares
Abdelghani Dahou
Mansour Shrahili

Frontiers in Big Data

doi 10.3389/fdata.2025.1526480

3,006 views

Original Research

Published on 14 May 2025

Estimation of the air conditioning energy consumption of a classroom using machine learning in a tropical climate

Liliana Ortega-Diaz
Julian Jaramillo-Ibarra
German Osma-Pinto

Frontiers in Big Data

doi 10.3389/fdata.2025.1520574

951 views

Editorial

Published on 06 May 2025

Editorial: Air quality and biosphere-atmosphere interactions

Yves Philippe Rybarczyk

Frontiers in Big Data

doi 10.3389/fdata.2025.1611364

1,439 views

Original Research

Published on 23 Apr 2025

An oversampling-undersampling strategy for large-scale data linkage

Hossein Hassani
Mohammad Reza Entezarian
Sara Zaeimzadeh
Leila Marvian
Nadejda Komendantova

Frontiers in Big Data

doi 10.3389/fdata.2025.1542483

1,508 views

Review

Published on 16 Apr 2025

Safeguarding digital livestock farming - a comprehensive cybersecurity roadmap for dairy and poultry industries

Suresh Neethirajan

Frontiers in Big Data

doi 10.3389/fdata.2025.1556157

2,364 views

Original Research

Published on 09 Apr 2025

Machine vision model using nail images for non-invasive detection of iron deficiency anemia in university students

Jorge Raul Navarro-Cabrera
Miguel Angel Valles-Coral
María Elena Farro-Roque
Nelly Reátegui-Lozano
Lolita Arévalo-Fasanando

Frontiers in Big Data

doi 10.3389/fdata.2025.1557600

2,362 views

Original Research

Published on 07 Apr 2025

A stacked ensemble machine learning model for the prediction of pentavalent 3 vaccination dropout in East Africa

Meron Asmamaw Alemayehu
Shimels Derso Kebede
Agmasie Damtew Walle
Daniel Niguse Mamo
Ermias Bekele Enyew
Jibril Bashir Adem

Frontiers in Big Data

doi 10.3389/fdata.2025.1522578

1,522 views

Original Research

Published on 04 Apr 2025

Big data and personal information privacy in developing countries: insights from Kenya

Johnson Masinde
Franklin Mugambi
Daniel Wambiri Muthee

Frontiers in Big Data

doi 10.3389/fdata.2025.1532362

1,974 views

Original Research

Published on 01 Apr 2025

Lightweight and hybrid transformer-based solution for quick and reliable deepfake detection

Geeta Rani
Atharv Kothekar
Shawn George Philip
Vijaypal Singh Dhaka
Ester Zumpano
Eugenio Vocaturo

Frontiers in Big Data

doi 10.3389/fdata.2025.1521653

1,572 views

Editorial

Published on 25 Mar 2025

Editorial: Natural language processing for recommender systems

Alfred Krzywicki
Michael Bain
Wayne Wobcke

Frontiers in Big Data

doi 10.3389/fdata.2025.1573072

851 views

Original Research

Published on 21 Mar 2025

CrowdRadar: a mobile crowdsensing framework for urban traffic green travel safety risk assessment

Yigao Wang
Qingxian Tang
Wenxuan Wei
Chenhui Yang
Dingqi Yang
Cheng Wang
Liang Xu
Longbiao Chen

Frontiers in Big Data

doi 10.3389/fdata.2025.1440816

1,044 views

Original Research

Published on 14 Mar 2025

Causal effect of PM2.5 on the urban heat island

Yves Rybarczyk
Rasa Zalakeviciute
Marija Ereminaite
Ivana Costa-Stolz

Frontiers in Big Data

doi 10.3389/fdata.2025.1546223

1,162 views

Original Research

Published on 13 Mar 2025

Impact of imbalanced features on large datasets

Waleed Albattah
Rehan Ullah Khan

Frontiers in Big Data

doi 10.3389/fdata.2025.1455442

2,449 views

Original Research

Published on 12 Mar 2025

Use of Bayesian networks in Brazil high school educational database: analysis of the impact of COVID-19 on ENEM in Pará between 2019 and 2022

Sandio Maciel Dos Santos
Marcelino Silva da Silva
Fábio Manoel França Lobato
Carlos Renato Lisboa Francês

Frontiers in Big Data

doi 10.3389/fdata.2025.1485493

1,384 views

Original Research

Published on 06 Mar 2025

(KAUH-BCMD) dataset: advancing mammographic breast cancer classification with multi-fusion preprocessing and residual depth-wise network

Asma'a Mohammad Al-Mnayyis
Hasan Gharaibeh
Mohammad Amin
Duha Anakreh
Hanan Fawaz Akhdar
Eman Hussein Alshdaifat
Khalid M. O. Nahar
Ahmad Nasayreh
Mohammad Gharaibeh
Neda'a Alsalman

Frontiers in Big Data

doi 10.3389/fdata.2025.1529848

2,520 views
1 citation

Original Research

Published on 26 Feb 2025

An epidemiological extension of the El Farol Bar problem

Francesco Bertolotti
Niccolò Kadera
Luca Pasquino
Luca Mari

Frontiers in Big Data

doi 10.3389/fdata.2025.1519369

787 views

646 Publications

Volume 8 - 2025

Federated learning framework for IoT intrusion detection using tab transformer and nature-inspired hyperparameter optimization

Estimation of the air conditioning energy consumption of a classroom using machine learning in a tropical climate

Editorial: Air quality and biosphere-atmosphere interactions

An oversampling-undersampling strategy for large-scale data linkage

Safeguarding digital livestock farming - a comprehensive cybersecurity roadmap for dairy and poultry industries

Machine vision model using nail images for non-invasive detection of iron deficiency anemia in university students

A stacked ensemble machine learning model for the prediction of pentavalent 3 vaccination dropout in East Africa

Big data and personal information privacy in developing countries: insights from Kenya

Lightweight and hybrid transformer-based solution for quick and reliable deepfake detection

Editorial: Natural language processing for recommender systems

CrowdRadar: a mobile crowdsensing framework for urban traffic green travel safety risk assessment

Causal effect of PM2.5 on the urban heat island

Impact of imbalanced features on large datasets

Use of Bayesian networks in Brazil high school educational database: analysis of the impact of COVID-19 on ENEM in Pará between 2019 and 2022

(KAUH-BCMD) dataset: advancing mammographic breast cancer classification with multi-fusion preprocessing and residual depth-wise network

An epidemiological extension of the El Farol Bar problem