Frontiers in Big Data | Data Science

Original Research

Accepted on 06 Jul 2026

A Novel Three-Parameter GompertzLomax Distribution with a Physics-Informed Survival Network: Statistical Theory, Hazard Shape Characterisation, and Real-World Applications

in Data Science

Furqan Ahmed P
Sujatha V

Frontiers in Big Data

Original Research

Accepted on 03 Jul 2026

Real-Time AI-Driven Trend Analytics for Smart City Digital Services Using Streaming Data

in Data Science

Aliya Beishenaly
Abdul Razaque
Raissa Uskenbayeva
Zhuldyz Kalpeyeva
Venera Elle
Aizhan Kassymova

Frontiers in Big Data

Original Research

Published on 11 Jun 2026

Case count metric for comparative analysis of entity resolution results

in Data Science

John R. Talburt
Muzakkiruddin Ahmed Mohammed
Mert Can Cakmak
Onais Khan Mohammed
Mahboob Khan Mohammed
Khizer Syed
Leon Claassens

Frontiers in Big Data

doi 10.3389/fdata.2026.1736939

1,055 views

Technology and Code

Published on 08 Jun 2026

Democratizing cloud data lake analytics: natural language access to Apache Iceberg via LLM agents

in Data Science

Vipin Kataria
Nitin Kumar

Frontiers in Big Data

doi 10.3389/fdata.2026.1785710

1,356 views

Original Research

Accepted on 22 May 2026

A Dynamic MLP Architecture for Sequential Recommendation

in Data Science

Qinhong Wang
Chao Long
Husheng Dong

Frontiers in Big Data

636 views

Original Research

Accepted on 03 Apr 2026

A Blockchain-Based Framework for Malware Detection Using Behavioral Artifact Analysis

in Data Science

Gowri M
Sasikala T

Frontiers in Big Data

1,166 views

Original Research

Published on 17 Mar 2026

Fairer non-negative matrix factorization

in Data Science

Lara Kassab
Erin George
Deanna Needell
Haowen Geng
Nika Jafar Nia
Aoxi Li

Frontiers in Big Data

doi 10.3389/fdata.2026.1737043

1,630 views

Original Research

Published on 16 Jan 2026

Big data approaches to bovine bioacoustics: a FAIR-compliant dataset and scalable ML framework for precision livestock welfare

in Data Science

Mayuri Kate
Suresh Neethirajan

Frontiers in Big Data

doi 10.3389/fdata.2025.1723155

3,398 views
3 citations

Original Research

Published on 25 Sep 2025

Structure and dynamics mapping of illicit firearms trafficking using artificial intelligence models

in Data Science

Willy A. Valdivia-Granda

Frontiers in Big Data

doi 10.3389/fdata.2025.1648730

6,325 views
1 citation

Original Research

Published on 22 Sep 2025

Enhancing intelligence source performance management through two-stage stochastic programming and machine learning techniques

in Data Science

Lucas Wafula Wekesa
Stephen Korir

Frontiers in Big Data

doi 10.3389/fdata.2025.1640539

3,575 views
1 citation

Original Research

Published on 29 Jul 2025

Collaborative filtering based on nonnegative/binary matrix factorization

in Data Science

Yukino Terui
Yuka Inoue
Yohei Hamakawa
Kosuke Tatsumura
Kazue Kudo

Frontiers in Big Data

doi 10.3389/fdata.2025.1599704

3,428 views
2 citations

Original Research

Published on 19 Jun 2025

Conceptualization and scale development for big data-based learning organization capability

in Data Science

Nesrin Alkan
Deniz Ersan Yilmaz
Bilal Baris Alkan

Frontiers in Big Data

doi 10.3389/fdata.2025.1596615

3,202 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

5,580 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

4,566 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

9,748 views
21 citations

Original Research

Published on 22 Jan 2025

Balancing act: Europeans' privacy calculus and security concerns in online CSAM detection

in Data Science

Răzvan Rughiniş
Simona-Nicoleta Vulpe
Dinu Ţurcanu
Daniel Rosner

Frontiers in Big Data

doi 10.3389/fdata.2025.1477911

5,082 views
3 citations

Technology and Code

Published on 21 Jan 2025

A scalable tool for analyzing genomic variants of humans using knowledge graphs and graph machine learning

in Data Science

Shivika Prasanna
Ajay Kumar
Deepthi Rao
Eduardo J. Simoes
Praveen Rao

Frontiers in Big Data

doi 10.3389/fdata.2024.1466391

4,477 views
4 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

in Data Science

Sherif Elmitwalli
John Mehegan
Allen Gallagher
Raouf Alebshehy

Frontiers in Big Data

doi 10.3389/fdata.2024.1501154

4,431 views
4 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

10,508 views
41 citations

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

11,435 views
11 citations

Original Research

Published on 30 May 2024

Stable tensor neural networks for efficient deep learning

in Data Science

Elizabeth Newman
Lior Horesh
Haim Avron
Misha E. Kilmer

Frontiers in Big Data

doi 10.3389/fdata.2024.1363978

7,294 views
12 citations

Original Research

Published on 20 Mar 2024

Sentiment analysis of COP9-related tweets: a comparative study of pre-trained models and traditional techniques

in Data Science

Sherif Elmitwalli
John Mehegan

Frontiers in Big Data

doi 10.3389/fdata.2024.1357926

8,565 views
14 citations

Methods

Published on 08 Jan 2024

CTAB-GAN+: enhancing tabular data synthesis

in Data Science

Zilong Zhao
Aditya Kunar
Robert Birke
Hiek Van der Scheer
Lydia Y. Chen

Frontiers in Big Data

doi 10.3389/fdata.2023.1296508

16,359 views
133 citations

Methods

Published on 04 Jan 2024

Hybridization of long short-term memory neural network in fractional time series modeling of inflation

in Data Science

Erman Arif
Elin Herlinawati
Dodi Devianto
Mutia Yollanda
Dony Permana

Frontiers in Big Data

doi 10.3389/fdata.2023.1282541

5,374 views
8 citations

59 articles

articles

A Novel Three-Parameter GompertzLomax Distribution with a Physics-Informed Survival Network: Statistical Theory, Hazard Shape Characterisation, and Real-World Applications

Real-Time AI-Driven Trend Analytics for Smart City Digital Services Using Streaming Data

Case count metric for comparative analysis of entity resolution results

Democratizing cloud data lake analytics: natural language access to Apache Iceberg via LLM agents

A Dynamic MLP Architecture for Sequential Recommendation

A Blockchain-Based Framework for Malware Detection Using Behavioral Artifact Analysis

Fairer non-negative matrix factorization

Big data approaches to bovine bioacoustics: a FAIR-compliant dataset and scalable ML framework for precision livestock welfare

Structure and dynamics mapping of illicit firearms trafficking using artificial intelligence models

Enhancing intelligence source performance management through two-stage stochastic programming and machine learning techniques

Collaborative filtering based on nonnegative/binary matrix factorization

Conceptualization and scale development for big data-based learning organization capability

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

An oversampling-undersampling strategy for large-scale data linkage

Impact of imbalanced features on large datasets

Balancing act: Europeans' privacy calculus and security concerns in online CSAM detection

A scalable tool for analyzing genomic variants of humans using knowledge graphs and graph machine learning

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

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

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

Stable tensor neural networks for efficient deep learning

Sentiment analysis of COP9-related tweets: a comparative study of pre-trained models and traditional techniques

CTAB-GAN+: enhancing tabular data synthesis

Hybridization of long short-term memory neural network in fractional time series modeling of inflation