Frontiers in Big Data

Original Research

Published on 04 Jun 2025

Sliding window based rare partial periodic pattern mining algorithms over temporal data streams

in Data Mining and Management

K. Jyothi Upadhya
Ronan Lobo
Mini Shail Chhabra
Aman Paleja
B. Dinesh Rao
Geetha M.
Prachi Sisodia
Bolusani Akshita Reddy

Frontiers in Big Data

doi 10.3389/fdata.2025.1600267

2,494 views

Editorial

Published on 22 May 2025

Editorial: Applied computational social sciences

in Big Data Networks

Paolo Parigi
Kinga Makovi

Frontiers in Big Data

doi 10.3389/fdata.2025.1605788

1,333 views

Brief Research Report

Published on 19 May 2025

The climate gluing protests: analyzing their development and framing in media since 1986 using sentiment analyses and frame detection models

in Data Science

Markus Hadler
Alexander Ertl
Beate Klösch
Markus Reiter-Haas
Elisabeth Lex

Frontiers in Big Data

doi 10.3389/fdata.2025.1569623

3,304 views

Original Research

Published on 14 May 2025

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

in Cybersecurity and Privacy

Mohamed Abd Elaziz
Ibrahim A. Fares
Abdelghani Dahou
Mansour Shrahili

Frontiers in Big Data

doi 10.3389/fdata.2025.1526480

5,868 views
5 citations

Original Research

Published on 14 May 2025

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

in Machine Learning and Artificial Intelligence

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

Frontiers in Big Data

doi 10.3389/fdata.2025.1520574

2,671 views

Editorial

Published on 06 May 2025

Editorial: Air quality and biosphere-atmosphere interactions

in Data-driven Climate Sciences

Yves Philippe Rybarczyk

Frontiers in Big Data

doi 10.3389/fdata.2025.1611364

1,985 views

Original Research

Published on 23 Apr 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

3,510 views

Review

Published on 16 Apr 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

7,815 views
5 citations

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

7,731 views
2 citations

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

3,232 views
3 citations

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

4,861 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

4,902 views
1 citation

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

1,982 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

3,400 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

3,284 views
2 citations

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

6,062 views
4 citations

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

2,292 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

5,650 views
2 citations

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

1,354 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

6,161 views
2 citations

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

5,871 views
9 citations

Original Research

Published on 19 Feb 2025

Cloud computing convergence: integrating computer applications and information management for enhanced efficiency

in Data Mining and Management

Guo Zhang

Frontiers in Big Data

doi 10.3389/fdata.2025.1508087

7,525 views
3 citations

Methods

Published on 14 Feb 2025

Deep learning for accurate classification of conifer pollen grains: enhancing species identification in palynology

in Data-driven Climate Sciences

Masoud A. Rostami
LeMaur Kydd
Behnaz Balmaki
Lee A. Dyer
Julie M. Allen

Frontiers in Big Data

doi 10.3389/fdata.2025.1507036

3,752 views
2 citations

Editorial

Published on 14 Feb 2025

Editorial: Machine learning and immersive technologies for user-centered digital healthcare innovation

in Medicine and Public Health

Federico Colecchia
Daniele Giunchi
Rui Qin
Eleonora Ceccaldi
Fang Wang

Frontiers in Big Data

doi 10.3389/fdata.2025.1567941

2,855 views
4 citations

705 articles

articles

Sliding window based rare partial periodic pattern mining algorithms over temporal data streams

Editorial: Applied computational social sciences

The climate gluing protests: analyzing their development and framing in media since 1986 using sentiment analyses and frame detection models

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

A review of AI-based radiogenomics in neurodegenerative disease

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

Cloud computing convergence: integrating computer applications and information management for enhanced efficiency

Deep learning for accurate classification of conifer pollen grains: enhancing species identification in palynology

Editorial: Machine learning and immersive technologies for user-centered digital healthcare innovation