Frontiers in Big Data

Original Research

Published on 24 Feb 2022

Mobility Signatures: A Tool for Characterizing Cities Using Intercity Mobility Flows

in Data Analytics for Social Impact

Maryam Astero
Zhiren Huang
Jari Saramäki

Frontiers in Big Data

doi 10.3389/fdata.2022.822889

3,222 views
11 citations

Original Research

Published on 23 Feb 2022

MODIT: MOtif DIscovery in Temporal Networks

in Big Data Networks

Roberto Grasso
Giovanni Micale
Alfredo Ferro
Alfredo Pulvirenti

Frontiers in Big Data

doi 10.3389/fdata.2021.806014

4,928 views
8 citations

Original Research

Published on 18 Feb 2022

Balancing Gender Bias in Job Advertisements With Text-Level Bias Mitigation

in Data Science

Shenggang Hu
Jabir Alshehabi Al-Ani
Karen D. Hughes
Nicole Denier
Alla Konnikov
Lei Ding
Jinhan Xie
Yang Hu
Monideepa Tarafdar
Bei Jiang

Frontiers in Big Data

doi 10.3389/fdata.2022.805713

12,990 views
15 citations

Editorial

Published on 17 Feb 2022

Editorial: Human-Centric Security and Privacy

in Cybersecurity and Privacy

Surya Nepal
Ryan K. L. Ko
Marthie Grobler
L. Jean Camp

Frontiers in Big Data

doi 10.3389/fdata.2022.848058

4,220 views
3 citations

Original Research

Published on 16 Feb 2022

An Experimental Study on the Scalability of Recent Node Centrality Metrics in Sparse Complex Networks

in Big Data Networks

Alexander J. Freund
Philippe J. Giabbanelli

Frontiers in Big Data

doi 10.3389/fdata.2022.797584

3,839 views
12 citations

Original Research

Published on 15 Feb 2022

Daily Spatial Complete Soil Moisture Mapping Over Southeast China Using CYGNSS and MODIS Data

in Data-driven Climate Sciences

Ting Yang
Zhigang Sun
Jundong Wang
Sen Li

Frontiers in Big Data

doi 10.3389/fdata.2021.777336

4,269 views
3 citations

Original Research

Published on 11 Feb 2022

Regression and Classification With Spline-Based Separable Expansions

in Machine Learning and Artificial Intelligence

Nithin Govindarajan
Nico Vervliet
Lieven De Lathauwer

Frontiers in Big Data

doi 10.3389/fdata.2022.688496

4,466 views
1 citation

Editorial

Published on 11 Feb 2022

Editorial: Towards Exascale Solutions for Big Data Computing

in Data Mining and Management

Domenico Talia
Paolo Trunfio
Jesus Carretero
Javier Garcia-Blas

Frontiers in Big Data

doi 10.3389/fdata.2022.838097

1,960 views
3 citations

Original Research

Published on 10 Feb 2022

Development of a Machine Learning Approach for Local-Scale Ozone Forecasting: Application to Kennewick, WA

in Data-driven Climate Sciences

Kai Fan
Ranil Dhammapala
Kyle Harrington
Ryan Lamastro
Brian Lamb
Yunha Lee

Frontiers in Big Data

doi 10.3389/fdata.2022.781309

4,147 views
10 citations

Original Research

Published on 10 Feb 2022

Defense Against Explanation Manipulation

in Machine Learning and Artificial Intelligence

Ruixiang Tang
Ninghao Liu
Fan Yang
Na Zou
Xia Hu

Frontiers in Big Data

doi 10.3389/fdata.2022.704203

3,388 views
9 citations

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

4,637 views
6 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

3,944 views
4 citations

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

3,871 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

5,194 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

6,138 views
1 citation

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

5,793 views
21 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

11,147 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

5,306 views
5 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

5,858 views
4 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

8,978 views
20 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

7,032 views
3 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

9,477 views
48 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

3,386 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

14,720 views
28 citations

714 articles

articles

Mobility Signatures: A Tool for Characterizing Cities Using Intercity Mobility Flows

MODIT: MOtif DIscovery in Temporal Networks

Balancing Gender Bias in Job Advertisements With Text-Level Bias Mitigation

Editorial: Human-Centric Security and Privacy

An Experimental Study on the Scalability of Recent Node Centrality Metrics in Sparse Complex Networks

Daily Spatial Complete Soil Moisture Mapping Over Southeast China Using CYGNSS and MODIS Data

Regression and Classification With Spline-Based Separable Expansions

Editorial: Towards Exascale Solutions for Big Data Computing

Development of a Machine Learning Approach for Local-Scale Ozone Forecasting: Application to Kennewick, WA

Defense Against Explanation Manipulation

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

Coming Together of Bayesian Inference and Skew Spherical Data

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

HPTMT Parallel Operators for High Performance Data Science and Data Engineering

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

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

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

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

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

Educational Anomaly Analytics: Features, Methods, and Challenges

Correlation-Based Discovery of Disease Patterns for Syndromic Surveillance

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

Editorial: Big Data Analytics for Precision Health and Prevention

Recipe Recommendation With Hierarchical Graph Attention Network