Frontiers in Big Data

Original Research

Published on 15 Jan 2025

Analysis and prediction of atmospheric ozone concentrations using machine learning

in Machine Learning and Artificial Intelligence

Stephan Räss
Markus C. Leuenberger

Frontiers in Big Data

doi 10.3389/fdata.2024.1469809

244 views

Original Research

Published on 14 Jan 2025

Prediction model of middle school student performance based on MBSO and MDBO-BP-Adaboost method

in Machine Learning and Artificial Intelligence

Rencheng Fang
Tao Zhou
Baohua Yu
Zhigang Li
Long Ma
Tao Luo
Yongcai Zhang
Xinqi Liu

Frontiers in Big Data

doi 10.3389/fdata.2024.1518939

265 views

Original Research

Published on 13 Jan 2025

Multi-source data recognition and fusion algorithm based on a two-layer genetic algorithm–back propagation model

in Machine Learning and Artificial Intelligence

Zhuang Xiong
Jun Ma
Bohang Chen
Haiming Lan
Yong Niu

Frontiers in Big Data

doi 10.3389/fdata.2024.1520605

413 views

Original Research

Accepted on 10 Jan 2025

Big Data Analytics and AI as success factors for online video streaming platforms

in Cybersecurity and Privacy

Muhammad Arshad
Wou Choo
Ashfaq Ahmad
Goabaone Mogwe

Frontiers in Big Data

doi 10.3389/fdata.2025.1513027

Original Research

Published on 07 Jan 2025

Exploring infodemiology: unraveling the intricate relationships among stress, headaches, migraines, and suicide through Google Trends analysis

in Medicine and Public Health

Rapuru Rushendran
Vellapandian Chitra

Frontiers in Big Data

doi 10.3389/fdata.2024.1365417

387 views

Methods

Published on 07 Jan 2025

Constructing a metadata knowledge graph as an atlas for demystifying AI pipeline optimization

in Machine Learning and Artificial Intelligence

Revathy Venkataramanan
Aalap Tripathy
Tarun Kumar
Sergey Serebryakov
Annmary Justine
Arpit Shah
Suparna Bhattacharya
Martin Foltin
Paolo Faraboschi
Kaushik Roy

Frontiers in Big Data

doi 10.3389/fdata.2024.1476506

444 views

Editorial

Published on 07 Jan 2025

Editorial: Cybersecurity and artificial intelligence: advances, challenges, opportunities, threats

in Cybersecurity and Privacy

Pavlos Papadopoulos
Sokratis Katsikas
Nikolaos Pitropakis

Frontiers in Big Data

doi 10.3389/fdata.2024.1537878

688 views

Original Research

Published on 03 Jan 2025

Exploring the pivotal variables of tongue diagnosis between patients with chronic kidney disease and health participants

in Medicine and Public Health

Po-Chi Hsu
Jia-Ming Chen
Chia-Chu Chang
Yu-Jun Chang
Ping-Fang Chiu
John Y. Chiang
Lun-Chien Lo

Frontiers in Big Data

doi 10.3389/fdata.2024.1443646

391 views

Original Research

Published on 19 Dec 2024

How critical is SME financial literacy and digital financial access for financial and economic development in the expanded BRICS block?

in Data Analytics for Social Impact

Manoj Kumar M.
Nasser Almuraqab
Immanuel Azaad Moonesar
Udo Christian Braendle
Ananth Rao

Frontiers in Big Data

doi 10.3389/fdata.2024.1448571

1,942 views

Opinion

Published on 16 Dec 2024

Leveraging compact convolutional transformers for enhanced COVID-19 detection in chest X-rays: a grad-CAM visualization approach

in Medicine and Public Health

Aravinda C. V
Sudeepa K. B
S. Pradeep
P. Suraksha
Meng Lin

Frontiers in Big Data

doi 10.3389/fdata.2024.1489020

697 views

Original Research

Published on 13 Dec 2024

Predicting student self-efficacy in Muslim societies using machine learning algorithms

in Data Analytics for Social Impact

Mohammed Ba-Aoum
Mohammed Alrezq
Jyotishka Datta
Konstantinos P. Triantis

Frontiers in Big Data

doi 10.3389/fdata.2024.1449572

457 views

Original Research

Published on 11 Dec 2024

Application of a localized morphometrics approach to imaging-derived brain phenotypes for genotype-phenotype associations in pediatric mental health and neurodevelopmental disorders

in Medicine and Public Health

Gabrielle Dagasso
Matthias Wilms
Sarah J. MacEachern
Nils D. Forkert

Frontiers in Big Data

doi 10.3389/fdata.2024.1429910

536 views

Systematic Review

Published on 05 Dec 2024

Advancing cybersecurity and privacy with artificial intelligence: current trends and future research directions

in Cybersecurity and Privacy

Krishnashree Achuthan
Sasangan Ramanathan
Sethuraman Srinivas
Raghu Raman

Frontiers in Big Data

doi 10.3389/fdata.2024.1497535

1,925 views

Systematic Review

Published on 02 Dec 2024

Cross-border collaboration, communication, and research frontiers on biologics in chronic rhinosinusitis from 2004 to 2023

in Medicine and Public Health

Guan-Jiang Huang
Zhi-Jun Fan
Biao-Qing Lu

Frontiers in Big Data

doi 10.3389/fdata.2024.1428074

537 views

Original Research

Published on 02 Dec 2024

How does digitally enabled micro-finance promote income equality for the vulnerable in the expanded BRICS block during the pandemic?

in Data Analytics for Social Impact

Manoj Kumar M. V.
Nasser Almuraqab
Immanuel Azaad Moonesar
Udo Christian Braendle
Ananth Rao

Frontiers in Big Data

doi 10.3389/fdata.2024.1417752

755 views

Review

Published on 29 Nov 2024

Establishing and evaluating trustworthy AI: overview and research challenges

in Machine Learning and Artificial Intelligence

Dominik Kowald
Sebastian Scher
Viktoria Pammer-Schindler
Peter Müllner
Kerstin Waxnegger
Lea Demelius
Angela Fessl
Maximilian Toller
Inti Gabriel Mendoza Estrada
Ilija Šimić

Frontiers in Big Data

doi 10.3389/fdata.2024.1467222

864 views

Navigation group

Articles

Analysis and prediction of atmospheric ozone concentrations using machine learning

Prediction model of middle school student performance based on MBSO and MDBO-BP-Adaboost method

Multi-source data recognition and fusion algorithm based on a two-layer genetic algorithm–back propagation model

Big Data Analytics and AI as success factors for online video streaming platforms

Exploring infodemiology: unraveling the intricate relationships among stress, headaches, migraines, and suicide through Google Trends analysis

Constructing a metadata knowledge graph as an atlas for demystifying AI pipeline optimization

Editorial: Cybersecurity and artificial intelligence: advances, challenges, opportunities, threats

Exploring the pivotal variables of tongue diagnosis between patients with chronic kidney disease and health participants

How critical is SME financial literacy and digital financial access for financial and economic development in the expanded BRICS block?

Leveraging compact convolutional transformers for enhanced COVID-19 detection in chest X-rays: a grad-CAM visualization approach

Predicting student self-efficacy in Muslim societies using machine learning algorithms

Application of a localized morphometrics approach to imaging-derived brain phenotypes for genotype-phenotype associations in pediatric mental health and neurodevelopmental disorders

Advancing cybersecurity and privacy with artificial intelligence: current trends and future research directions

Cross-border collaboration, communication, and research frontiers on biologics in chronic rhinosinusitis from 2004 to 2023

How does digitally enabled micro-finance promote income equality for the vulnerable in the expanded BRICS block during the pandemic?

Establishing and evaluating trustworthy AI: overview and research challenges