Frontiers in Big Data

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

in Machine Learning and Artificial Intelligence

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

3,801 views
6 citations

Original Research

Published on 30 Sep 2024

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

in Data Science

Zarindokht Helforoush
Hossein Sayyad

Frontiers in Big Data

doi 10.3389/fdata.2024.1469981

8,746 views
25 citations

Systematic Review

Published on 25 Sep 2024

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

in Medicine and Public Health

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

11,560 views
9 citations

Review

Published on 19 Sep 2024

Data-driven classification and explainable-AI in the field of lung imaging

in Medicine and Public Health

Syed Taimoor Hussain Shah
Syed Adil Hussain Shah
Iqra Iqbal Khan
Atif Imran
Syed Baqir Hussain Shah
Atif Mehmood
Shahzad Ahmad Qureshi
Mudassar Raza
Angelo Di Terlizzi
Marco Cavaglià

Frontiers in Big Data

doi 10.3389/fdata.2024.1393758

7,018 views
7 citations

Review

Published on 16 Sep 2024

Current state of data stewardship tools in life science

in Data Mining and Management

Anna Aksenova
Anoop Johny
Tim Adams
Phil Gribbon
Marc Jacobs
Martin Hofmann-Apitius

Frontiers in Big Data

doi 10.3389/fdata.2024.1428568

6,819 views
2 citations

Original Research

Published on 13 Sep 2024

Navigating pathways to automated personality prediction: a comparative study of small and medium language models

in Machine Learning and Artificial Intelligence

Fatima Habib
Zeeshan Ali
Akbar Azam
Komal Kamran
Fahad Mansoor Pasha

Frontiers in Big Data

doi 10.3389/fdata.2024.1387325

5,108 views
1 citation

Review

Published on 10 Sep 2024

When we talk about Big Data, What do we really mean? Toward a more precise definition of Big Data

in Data Science

Xiaoyao Han
Oskar Josef Gstrein
Vasilios Andrikopoulos

Frontiers in Big Data

doi 10.3389/fdata.2024.1441869

8,901 views
9 citations

Technology and Code

Published on 09 Sep 2024

SparkDWM: a scalable design of a Data Washing Machine using Apache Spark

in Data Mining and Management

Nicholas Kofi Akortia Hagan
John R. Talburt

Frontiers in Big Data

doi 10.3389/fdata.2024.1446071

2,113 views
1 citation

Review

Published on 04 Sep 2024

Deepfake: definitions, performance metrics and standards, datasets, and a meta-review

in Cybersecurity and Privacy

Enes Altuncu
Virginia N. L. Franqueira
Shujun Li

Frontiers in Big Data

doi 10.3389/fdata.2024.1400024

24,789 views
30 citations

Original Research

Published on 29 Aug 2024

Sparse and Expandable Network for Google's Pathways

in Machine Learning and Artificial Intelligence

Charles X. Ling
Ganyu Wang
Boyu Wang

Frontiers in Big Data

doi 10.3389/fdata.2024.1348030

3,548 views

Brief Research Report

Published on 21 Aug 2024

Efficient use of binned data for imputing univariate time series data

in Data Mining and Management

Jay Darji
Nupur Biswas
Vijay Padul
Jaya Gill
Santosh Kesari
Shashaanka Ashili

Frontiers in Big Data

doi 10.3389/fdata.2024.1422650

2,335 views

Original Research

Published on 16 Aug 2024

Equitable differential privacy

in Big Data Networks

Vasundhara Kaul
Tamalika Mukherjee

Frontiers in Big Data

doi 10.3389/fdata.2024.1420344

3,285 views
1 citation

Original Research

Published on 14 Aug 2024

Data science's cultural construction: qualitative ideas for quantitative work

in Big Data Networks

Philipp Brandt

Frontiers in Big Data

doi 10.3389/fdata.2024.1287442

3,520 views

Original Research

Published on 31 Jul 2024

The development and application of a novel E-commerce recommendation system used in electric power B2B sector

in Recommender Systems

Wenjun Meng
Lili Chen
Zhaomin Dong

Frontiers in Big Data

doi 10.3389/fdata.2024.1374980

7,797 views
2 citations

Original Research

Published on 22 Jul 2024

Technologies and main functionalities of the telemonitoring application reCOVeryaID

in Data Mining and Management

Daniela D'Auria
Fabio Bettini
Selene Tognarelli
Diego Calvanese
Arianna Menciassi

Frontiers in Big Data

doi 10.3389/fdata.2024.1360092

3,210 views
2 citations

Original Research

Published on 08 Jul 2024

Real driving cycles and emissions for urban freight transport

in Data-driven Climate Sciences

Julie Anne Holanda Azevedo
Demostenis Ramos Cassiano
Bruno Vieira Bertoncini

Frontiers in Big Data

doi 10.3389/fdata.2024.1375455

3,083 views
2 citations

Policy and Practice Reviews

Published on 03 Jul 2024

Beyond surveillance: privacy, ethics, and regulations in face recognition technology

in Cybersecurity and Privacy

Xukang Wang
Ying Cheng Wu
Mengjie Zhou
Hongpeng Fu

Frontiers in Big Data

doi 10.3389/fdata.2024.1337465

51,058 views
46 citations

Original Research

Published on 02 Jul 2024

Efficient enhancement of low-rank tensor completion via thin QR decomposition

in Machine Learning and Artificial Intelligence

Yan Wu
Yunzhi Jin

Frontiers in Big Data

doi 10.3389/fdata.2024.1382144

2,122 views

Methods

Published on 01 Jul 2024

Global explanation supervision for Graph Neural Networks

in Data Mining and Management

Negar Etemadyrad
Yuyang Gao
Sai Manoj Pudukotai Dinakarrao
Liang Zhao

Frontiers in Big Data

doi 10.3389/fdata.2024.1410424

3,892 views
1 citation

Original Research

Published on 01 Jul 2024

Random kernel k-nearest neighbors regression

in Machine Learning and Artificial Intelligence

Patchanok Srisuradetchai
Korn Suksrikran

Frontiers in Big Data

doi 10.3389/fdata.2024.1402384

12,217 views
62 citations

Original Research

Published on 27 Jun 2024

YOLOv8's advancements in tuberculosis identification from chest images

in Medicine and Public Health

Mohamudha Parveen Rahamathulla
W. R. Sam Emmanuel
A. Bindhu
Mohamed Mustaq Ahmed

Frontiers in Big Data

doi 10.3389/fdata.2024.1401981

7,500 views
12 citations

Original Research

Published on 26 Jun 2024

MedT5SQL: a transformers-based large language model for text-to-SQL conversion in the healthcare domain

in Medicine and Public Health

Alaa Marshan
Anwar Nais Almutairi
Athina Ioannou
David Bell
Asmat Monaghan
Mahir Arzoky

Frontiers in Big Data

doi 10.3389/fdata.2024.1371680

8,686 views
10 citations

Methods

Published on 18 Jun 2024

Source-free domain adaptation for semantic image segmentation using internal representations

in Machine Learning and Artificial Intelligence

Serban Stan
Mohammad Rostami

Frontiers in Big Data

doi 10.3389/fdata.2024.1359317

3,070 views
3 citations

Original Research

Published on 17 Jun 2024

Toward the design of persuasive systems for a healthy workplace: a real-time posture detection

in Medicine and Public Health

Grace Ataguba
Rita Orji

Frontiers in Big Data

doi 10.3389/fdata.2024.1359906

4,361 views
3 citations

638 articles

articles

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

Data-driven classification and explainable-AI in the field of lung imaging

Current state of data stewardship tools in life science

Navigating pathways to automated personality prediction: a comparative study of small and medium language models

When we talk about Big Data, What do we really mean? Toward a more precise definition of Big Data

SparkDWM: a scalable design of a Data Washing Machine using Apache Spark

Deepfake: definitions, performance metrics and standards, datasets, and a meta-review

Sparse and Expandable Network for Google's Pathways

Efficient use of binned data for imputing univariate time series data

Equitable differential privacy

Data science's cultural construction: qualitative ideas for quantitative work

The development and application of a novel E-commerce recommendation system used in electric power B2B sector

Technologies and main functionalities of the telemonitoring application reCOVeryaID

Real driving cycles and emissions for urban freight transport

Beyond surveillance: privacy, ethics, and regulations in face recognition technology

Efficient enhancement of low-rank tensor completion via thin QR decomposition

Global explanation supervision for Graph Neural Networks

Random kernel k-nearest neighbors regression

YOLOv8's advancements in tuberculosis identification from chest images

MedT5SQL: a transformers-based large language model for text-to-SQL conversion in the healthcare domain

Source-free domain adaptation for semantic image segmentation using internal representations

Toward the design of persuasive systems for a healthy workplace: a real-time posture detection