Frontiers in Big Data

Systematic Review

Published on 02 Dec 2024

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

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

Frontiers in Big Data

doi 10.3389/fdata.2024.1428074

1,770 views
1 citation

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?

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

Frontiers in Big Data

doi 10.3389/fdata.2024.1417752

2,528 views

Review

Published on 29 Nov 2024

Establishing and evaluating trustworthy AI: overview and research challenges

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

7,933 views
28 citations

Original Research

Published on 28 Nov 2024

Enhancing sentiment and intent analysis in public health via fine-tuned Large Language Models on tobacco and e-cigarette-related tweets

Sherif Elmitwalli
John Mehegan
Allen Gallagher
Raouf Alebshehy

Frontiers in Big Data

doi 10.3389/fdata.2024.1501154

2,964 views
4 citations

Data Report

Published on 27 Nov 2024

TSPDB: a curated resource of tailspike proteins with potential applications in phage research

Opeyemi U. Lawal
Lawrence Goodridge

Frontiers in Big Data

doi 10.3389/fdata.2024.1437580

1,924 views
2 citations

Original Research

Published on 20 Nov 2024

Credibility-based knowledge graph embedding for identifying social brand advocates

Bilal Abu-Salih
Salihah Alotaibi
Manaf Al-Okaily
Mohammed Aljaafari
Muder Almiani

Frontiers in Big Data

doi 10.3389/fdata.2024.1469819

2,945 views
1 citation

Methods

Published on 20 Nov 2024

Efficient out-of-distribution detection via layer-adaptive scoring and early stopping

Haoliang Wang
Chen Zhao
Feng Chen

Frontiers in Big Data

doi 10.3389/fdata.2024.1444634

1,480 views
2 citations

Original Research

Published on 19 Nov 2024

ActiveReach: an active learning framework for approximate reachability query answering in large-scale graphs

Zohreh Raghebi
Farnoush Banaei-Kashani

Frontiers in Big Data

doi 10.3389/fdata.2024.1427104

1,317 views

Original Research

Published on 15 Nov 2024

Camera-view supervision for bird's-eye-view semantic segmentation

Bowen Yang
LinLin Yu
Feng Chen

Frontiers in Big Data

doi 10.3389/fdata.2024.1431346

2,688 views

Original Research

Published on 08 Nov 2024

Cultural big data: nineteenth to twenty-first century panoramic visualization

Tsz Kin Chau
Paul Bourke
Lily Hibberd
Daniel Jaquet
Sarah Kenderdine

Frontiers in Big Data

doi 10.3389/fdata.2024.1309887

3,574 views
2 citations

Original Research

Published on 05 Nov 2024

Cybermycelium: a reference architecture for domain-driven distributed big data systems

Pouya Ataei

Frontiers in Big Data

doi 10.3389/fdata.2024.1448481

3,808 views
2 citations

Conceptual Analysis

Published on 01 Nov 2024

Cognitive warfare: a conceptual analysis of the NATO ACT cognitive warfare exploratory concept

Christoph Deppe
Gary S. Schaal

Frontiers in Big Data

doi 10.3389/fdata.2024.1452129

38,578 views
11 citations

Original Research

Published on 30 Oct 2024

An enhanced whale optimization algorithm for task scheduling in edge computing environments

Li Han
Shuaijie Zhu
Haoyang Zhao
Yanqiang He

Frontiers in Big Data

doi 10.3389/fdata.2024.1422546

3,062 views
2 citations

Original Research

Published on 24 Oct 2024

Promoting fairness in link prediction with graph enhancement

Yezi Liu
Hanning Chen
Mohsen Imani

Frontiers in Big Data

doi 10.3389/fdata.2024.1489306

2,114 views
3 citations

Original Research

Published on 23 Oct 2024

Exploring code portability solutions for HEP with a particle tracking test code

Hammad Ather
Sophie Berkman
Giuseppe Cerati
Matti J. Kortelainen
Ka Hei Martin Kwok
Steven Lantz
Seyong Lee
Boyana Norris
Michael Reid
Allison Reinsvold Hall

Frontiers in Big Data

doi 10.3389/fdata.2024.1485344

1,977 views
3 citations

Editorial

Published on 22 Oct 2024

Editorial: Utilizing big data and deep learning to improve healthcare intelligence and biomedical service delivery

V. E. Sathishkumar

Frontiers in Big Data

doi 10.3389/fdata.2024.1502398

2,333 views
1 citation

Perspective

Published on 16 Oct 2024

Big data and AI for gender equality in health: bias is a big challenge

Anagha Joshi

Frontiers in Big Data

doi 10.3389/fdata.2024.1436019

6,717 views
2 citations

Original Research

Published on 11 Oct 2024

Integrating longitudinal mental health data into a staging database: harnessing DDI-lifecycle and OMOP vocabularies within the INSPIRE Network Datahub

Bylhah Mugotitsa
Tathagata Bhattacharjee
Michael Ochola
Dorothy Mailosi
David Amadi
Pauline Andeso
Joseph Kuria
Reinpeter Momanyi
Evans Omondi
Dan Kajungu

Frontiers in Big Data

doi 10.3389/fdata.2024.1435510

4,024 views
3 citations

Review

Published on 10 Oct 2024

AI security and cyber risk in IoT systems

Petar Radanliev
David De Roure
Carsten Maple
Jason R. C. Nurse
Razvan Nicolescu
Uchenna Ani

Frontiers in Big Data

doi 10.3389/fdata.2024.1402745

12,634 views
24 citations

Original Research

Published on 07 Oct 2024

Ontology extension by online clustering with large language model agents

Guanchen Wu
Chen Ling
Ilana Graetz
Liang Zhao

Frontiers in Big Data

doi 10.3389/fdata.2024.1463543

3,669 views
1 citation

Original Research

Published on 03 Oct 2024

Unsupervised machine learning model for detecting anomalous volumetric modulated arc therapy plans for lung cancer patients

Peng Huang
Jiawen Shang
Yuhan Fan
Zhihui Hu
Jianrong Dai
Zhiqiang Liu
Hui Yan

Frontiers in Big Data

doi 10.3389/fdata.2024.1462745

2,154 views
1 citation

Original Research

Published on 03 Oct 2024

Machine learning-based remission prediction in rheumatoid arthritis patients treated with biologic disease-modifying anti-rheumatic drugs: findings from the Kuwait rheumatic disease registry

Ahmad R. Alsaber
Adeeba Al-Herz
Balqees Alawadhi
Iyad Abu Doush
Parul Setiya
Ahmad T. AL-Sultan
Khulood Saleh
Adel Al-Awadhi
Eman Hasan
Waleed Al-Kandari

Frontiers in Big Data

doi 10.3389/fdata.2024.1406365

3,414 views
6 citations

Original Research

Published on 30 Sep 2024

Prediction and classification of obesity risk based on a hybrid metaheuristic machine learning approach

Zarindokht Helforoush
Hossein Sayyad

Frontiers in Big Data

doi 10.3389/fdata.2024.1469981

8,100 views
21 citations

Systematic Review

Published on 25 Sep 2024

Making the most of big qualitative datasets: a living systematic review of analysis methods

Abinaya Chandrasekar
Sigrún Eyrúnardóttir Clark
Sam Martin
Samantha Vanderslott
Elaine C. Flores
David Aceituno
Phoebe Barnett
Cecilia Vindrola-Padros
Norha Vera San Juan

Frontiers in Big Data

doi 10.3389/fdata.2024.1455399

9,993 views
6 citations

707 Publications

volumes

Volume 7 - 2024

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

Enhancing sentiment and intent analysis in public health via fine-tuned Large Language Models on tobacco and e-cigarette-related tweets

TSPDB: a curated resource of tailspike proteins with potential applications in phage research

Credibility-based knowledge graph embedding for identifying social brand advocates

Efficient out-of-distribution detection via layer-adaptive scoring and early stopping

ActiveReach: an active learning framework for approximate reachability query answering in large-scale graphs

Camera-view supervision for bird's-eye-view semantic segmentation

Cultural big data: nineteenth to twenty-first century panoramic visualization

Cybermycelium: a reference architecture for domain-driven distributed big data systems

Cognitive warfare: a conceptual analysis of the NATO ACT cognitive warfare exploratory concept

An enhanced whale optimization algorithm for task scheduling in edge computing environments

Promoting fairness in link prediction with graph enhancement

Exploring code portability solutions for HEP with a particle tracking test code

Editorial: Utilizing big data and deep learning to improve healthcare intelligence and biomedical service delivery

Big data and AI for gender equality in health: bias is a big challenge

Integrating longitudinal mental health data into a staging database: harnessing DDI-lifecycle and OMOP vocabularies within the INSPIRE Network Datahub

AI security and cyber risk in IoT systems

Ontology extension by online clustering with large language model agents

Unsupervised machine learning model for detecting anomalous volumetric modulated arc therapy plans for lung cancer patients

Machine learning-based remission prediction in rheumatoid arthritis patients treated with biologic disease-modifying anti-rheumatic drugs: findings from the Kuwait rheumatic disease registry

Prediction and classification of obesity risk based on a hybrid metaheuristic machine learning approach

Making the most of big qualitative datasets: a living systematic review of analysis methods