Frontiers in Big Data

Original Research

Published on 09 Apr 2025

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

in Machine Learning and Artificial Intelligence

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

285 views

Systematic Review

Accepted on 08 Apr 2025

Data Visualization of Complex Research Systems aligned with the Sustainable Development Goals

in Big Data Networks

Francisco Carlos PALETTA
Audilio GONZÁLEZ AGUILAR
Lise Verlaet

Frontiers in Big Data

doi 10.3389/fdata.2025.1562557

Original Research

Published on 07 Apr 2025

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

in Medicine and Public Health

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

209 views

Original Research

Published on 04 Apr 2025

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

in Cybersecurity and Privacy

Johnson Masinde
Franklin Mugambi
Daniel Wambiri Muthee

Frontiers in Big Data

doi 10.3389/fdata.2025.1532362

412 views

Original Research

Published on 01 Apr 2025

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

in Big Data Networks

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

Frontiers in Big Data

doi 10.3389/fdata.2025.1521653

311 views

Review

Accepted on 31 Mar 2025

Safeguarding Digital Livestock Farming -A Comprehensive Cybersecurity Roadmap for Dairy and Poultry Industries

in Cybersecurity and Privacy

Suresh Neethirajan

Frontiers in Big Data

doi 10.3389/fdata.2025.1556157

169 views

Editorial

Published on 25 Mar 2025

Editorial: Natural language processing for recommender systems

in Recommender Systems

Alfred Krzywicki
Michael Bain
Wayne Wobcke

Frontiers in Big Data

doi 10.3389/fdata.2025.1573072

255 views

Original Research

Published on 21 Mar 2025

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

in Data Analytics for Social Impact

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

319 views

Original Research

Published on 14 Mar 2025

Causal effect of PM2.5 on the urban heat island

in Data-driven Climate Sciences

Yves Rybarczyk
Rasa Zalakeviciute
Marija Ereminaite
Ivana Costa-Stolz

Frontiers in Big Data

doi 10.3389/fdata.2025.1546223

326 views

Original Research

Published on 13 Mar 2025

Impact of imbalanced features on large datasets

in Data Science

Waleed Albattah
Rehan Ullah Khan

Frontiers in Big Data

doi 10.3389/fdata.2025.1455442

498 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

in Data Analytics for Social Impact

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

413 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

in Machine Learning and Artificial Intelligence

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

957 views

Original Research

Published on 26 Feb 2025

An epidemiological extension of the El Farol Bar problem

in Medicine and Public Health

Francesco Bertolotti
Niccolò Kadera
Luca Pasquino
Luca Mari

Frontiers in Big Data

doi 10.3389/fdata.2025.1519369

346 views

Original Research

Accepted on 21 Feb 2025

An Oversampling-Undersampling Strategy for Large-Scale Data Linkage

in Data Science

Hossein Hassani
Mohammad Reza Entezarian
Sara Zaeimzadeh
Leila Marvian
Nadejda Komendantova

Frontiers in Big Data

doi 10.3389/fdata.2025.1542483

131 views

Review

Published on 20 Feb 2025

A review of AI-based radiogenomics in neurodegenerative disease

in Medicine and Public Health

Huanjing Liu
Xiao Zhang
Qian Liu

Frontiers in Big Data

doi 10.3389/fdata.2025.1515341

964 views

Original Research

Published on 19 Feb 2025

Next-generation approach to skin disorder prediction employing hybrid deep transfer learning

in Medicine and Public Health

Yonis Gulzar
Shivani Agarwal
Saira Soomro
Meenakshi Kandpal
Sherzod Turaev
Choo W. Onn
Shilpa Saini
Abdenour Bounsiar

Frontiers in Big Data

doi 10.3389/fdata.2025.1503883

686 views