Frontiers in Big Data

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

327 views

Editorial

Accepted on 05 Mar 2025

Editorial on the Research Topic: Natural Language Processing for Recommender Systems

Alfred Krzywicki
Michael Bain
Wayne Wobcke

Frontiers in Big Data

doi 10.3389/fdata.2025.1573072

Original Research

Accepted on 27 Feb 2025

Causal effect of PM 2.5 on the urban heat island

Yves Philippe Rybarczyk
Rasa Zalakeviciute
Marija Ereminaite
Ivana Costa-Stolz

Frontiers in Big Data

doi 10.3389/fdata.2025.1546223

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

182 views

Original Research

Accepted on 24 Feb 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
Longbiao Chen

Frontiers in Big Data

doi 10.3389/fdata.2025.1440816

Original Research

Accepted on 21 Feb 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

Original Research

Accepted on 21 Feb 2025

Impact of Imbalanced Features on Large Datasets

Waleed Albattah
Rehan Ullah Khan

Frontiers in Big Data

doi 10.3389/fdata.2025.1455442

Original Research

Accepted on 20 Feb 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

Review

Published on 20 Feb 2025

A review of AI-based radiogenomics in neurodegenerative disease

Huanjing Liu
Xiao Zhang
Qian Liu

Frontiers in Big Data

doi 10.3389/fdata.2025.1515341

437 views

Original Research

Published on 19 Feb 2025

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

Guo Zhang

Frontiers in Big Data

doi 10.3389/fdata.2025.1508087

467 views

Original Research

Published on 19 Feb 2025

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

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

335 views

Methods

Published on 14 Feb 2025

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

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

Frontiers in Big Data

doi 10.3389/fdata.2025.1507036

489 views

Editorial

Published on 14 Feb 2025

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

Federico Colecchia
Daniele Giunchi
Rui Qin
Eleonora Ceccaldi
Fang Wang

Frontiers in Big Data

doi 10.3389/fdata.2025.1567941

573 views

Review

Published on 10 Feb 2025

Training and onboarding initiatives in high energy physics experiments

Allison Reinsvold Hall
Nicole Skidmore
Gabriele Benelli
Ben Carlson
Claire David
Jonathan Davies
Wouter Deconinck
David DeMuth
Peter Elmer
Rocky Bala Garg

Frontiers in Big Data

doi 10.3389/fdata.2025.1497622

463 views

Original Research

Published on 10 Feb 2025

Edge-level multi-constraint graph pattern matching with lung cancer knowledge graph

Houdie Tu
Lei Li
Zhenchao Tao
Zan Zhang

Frontiers in Big Data

doi 10.3389/fdata.2025.1546850

276 views

Original Research

Published on 06 Feb 2025

Big data analytics and AI as success factors for online video streaming platforms

Muhammad Arshad
Choo Wou Onn
Ashfaq Ahmad
Goabaone Mogwe

Frontiers in Big Data

doi 10.3389/fdata.2025.1513027

1,439 views

Navigation group

Volumes

Volume 8 - 2025

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

Editorial on the Research Topic: Natural Language Processing for Recommender Systems

Causal effect of PM 2.5 on the urban heat island

An epidemiological extension of the El Farol Bar problem

CrowdRadar: A Mobile Crowdsensing Framework for Urban Traffic Green Travel Safety Risk Assessment

An Oversampling-Undersampling Strategy for Large-Scale Data Linkage

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

A review of AI-based radiogenomics in neurodegenerative disease

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

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

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

Training and onboarding initiatives in high energy physics experiments

Edge-level multi-constraint graph pattern matching with lung cancer knowledge graph

Big data analytics and AI as success factors for online video streaming platforms