Frontiers in Big Data

Original Research

Published on 10 Feb 2022

Automated Detection of Vaping-Related Tweets on Twitter During the 2019 EVALI Outbreak Using Machine Learning Classification

in Data Mining and Management

Yang Ren
Dezhi Wu
Avineet Singh
Erin Kasson
Ming Huang
Patricia Cavazos-Rehg

Frontiers in Big Data

doi 10.3389/fdata.2022.770585

3,708 views
5 citations

Original Research

Published on 08 Feb 2022

Coming Together of Bayesian Inference and Skew Spherical Data

in Data Science

Najmeh Nakhaei Rad
Andriette Bekker
Mohammad Arashi
Christophe Ley

Frontiers in Big Data

doi 10.3389/fdata.2021.769726

2,676 views
3 citations

Original Research

Published on 07 Feb 2022

HPTMT Parallel Operators for High Performance Data Science and Data Engineering

in Data Mining and Management

Vibhatha Abeykoon
Supun Kamburugamuve
Chathura Widanage
Niranda Perera
Ahmet Uyar
Thejaka Amila Kanewala
Gregor von Laszewski
Geoffrey Fox

Frontiers in Big Data

doi 10.3389/fdata.2021.756041

3,536 views
1 citation

Original Research

Published on 07 Feb 2022

Network Models and Simulation Analytics for Multi-scale Dynamics of Biological Invasions

in Big Data Networks

Abhijin Adiga
Nicholas Palmer
Young Yun Baek
Henning Mortveit
S. S. Ravi

Frontiers in Big Data

doi 10.3389/fdata.2022.796897

2,987 views
1 citation

Original Research

Published on 07 Feb 2022

Survival Analysis of COPD Patients in a 13-Year Nationwide Cohort Study of the Brazilian National Health System

in Medicine and Public Health

Ludmila Peres Gargano
Isabella de Figueiredo Zuppo
Mariana Martins Gonzaga do Nascimento
Valéria Maria Augusto
Brian Godman
Juliana de Oliveira Costa
Francisco Assis Acúrcio
Juliana Álvares-Teodoro
Augusto Afonso Guerra

Frontiers in Big Data

doi 10.3389/fdata.2021.788268

4,616 views

Original Research

Published on 04 Feb 2022

Runoff Forecasting Using Machine-Learning Methods: Case Study in the Middle Reaches of Xijiang River

in Data-driven Climate Sciences

Lu Xiao
Ming Zhong
Dawei Zha

Frontiers in Big Data

doi 10.3389/fdata.2021.752406

3,960 views
14 citations

Original Research

Published on 26 Jan 2022

Representation of Jews and Anti-Jewish Bias in 19th Century French Public Discourse: Distant and Close Reading

in Big Data Networks

Simon Levis Sullam
Giorgia Minello
Rocco Tripodi
Massimo Warglien

Frontiers in Big Data

doi 10.3389/fdata.2021.723043

8,598 views

Original Research

Published on 24 Jan 2022

Artificial Intelligence Models Do Not Ground Negation, Humans Do. GuessWhat?! Dialogues as a Case Study

in Machine Learning and Artificial Intelligence

Alberto Testoni
Claudio Greco
Raffaella Bernardi

Frontiers in Big Data

doi 10.3389/fdata.2021.736709

4,251 views
4 citations

Technology and Code

Published on 18 Jan 2022

BigFiRSt: A Software Program Using Big Data Technique for Mining Simple Sequence Repeats From Large-Scale Sequencing Data

in Data Mining and Management

Jinxiang Chen
Fuyi Li
Miao Wang
Junlong Li
Tatiana T. Marquez-Lago
André Leier
Jerico Revote
Shuqin Li
Quanzhong Liu
Jiangning Song

Frontiers in Big Data

doi 10.3389/fdata.2021.727216

4,629 views
3 citations

Review

Published on 14 Jan 2022

Educational Anomaly Analytics: Features, Methods, and Challenges

in Data Mining and Management

Teng Guo
Xiaomei Bai
Xue Tian
Selena Firmin
Feng Xia

Frontiers in Big Data

doi 10.3389/fdata.2021.811840

6,300 views
12 citations

Systematic Review

Published on 13 Jan 2022

Top-Down Machine Learning-Based Architecture for Cyberattacks Identification and Classification in IoT Communication Networks

in Cybersecurity and Privacy

Qasem Abu Al-Haija

Frontiers in Big Data

doi 10.3389/fdata.2021.782902

7,650 views
40 citations

Original Research

Published on 13 Jan 2022

Correlation-Based Discovery of Disease Patterns for Syndromic Surveillance

in Data Mining and Management

Michael Rapp
Moritz Kulessa
Eneldo Loza Mencía
Johannes Fürnkranz

Frontiers in Big Data

doi 10.3389/fdata.2021.784159

3,558 views
3 citations

Editorial

Published on 12 Jan 2022

Editorial: Big Data Analytics for Precision Health and Prevention

in Medicine and Public Health

Enrico Capobianco
Jun Deng

Frontiers in Big Data

doi 10.3389/fdata.2021.835353

2,320 views

Original Research

Published on 12 Jan 2022

Recipe Recommendation With Hierarchical Graph Attention Network

in Big Data Networks

Yijun Tian
Chuxu Zhang
Ronald Metoyer
Nitesh V. Chawla

Frontiers in Big Data

doi 10.3389/fdata.2021.778417

12,021 views
22 citations

Correction

Published on 11 Jan 2022

Corrigendum: The Rise of Populism and the Reconfiguration of the German Political Space

in Big Data Networks

Eckehard Olbrich
Sven Banisch

Frontiers in Big Data

doi 10.3389/fdata.2021.833037

1,561 views

Original Research

Published on 07 Jan 2022

The Effects of Gender Signals and Performance in Online Product Reviews

in Data Mining and Management

Sandipan Sikdar
Rachneet Sachdeva
Johannes Wachs
Florian Lemmerich
Markus Strohmaier

Frontiers in Big Data

doi 10.3389/fdata.2021.771404

5,128 views
4 citations