Frontiers in Big Data

Original Research

Published on 15 Dec 2022

The effects of long COVID-19, its severity, and the need for immediate attention: Analysis of clinical trials and Twitter data

in Medicine and Public Health

Arinjita Bhattacharyya
Anand Seth
Shesh Rai

Frontiers in Big Data

doi 10.3389/fdata.2022.1051386

3,622 views
10 citations

Original Research

Published on 12 Dec 2022

A data-driven spatial approach to characterize the flood hazard

in Data-driven Climate Sciences

Rubayet Bin Mostafiz
Md Adilur Rahim
Carol J. Friedland
Robert V. Rohli
Nazla Bushra
Fatemeh Orooji

Frontiers in Big Data

doi 10.3389/fdata.2022.1022900

4,506 views
11 citations

Original Research

Published on 08 Dec 2022

Worldwide impact of lifestyle predictors of dementia prevalence: An eXplainable Artificial Intelligence analysis

in Data Analytics for Social Impact

Loredana Bellantuono
Alfonso Monaco
Nicola Amoroso
Antonio Lacalamita
Ester Pantaleo
Sabina Tangaro
Roberto Bellotti

Frontiers in Big Data

doi 10.3389/fdata.2022.1027783

5,952 views
20 citations

Perspective

Published on 06 Dec 2022

Resolving responsibility gaps for lethal autonomous weapon systems

in Cybersecurity and Privacy

Patrick Taylor Smith

Frontiers in Big Data

doi 10.3389/fdata.2022.1038507

5,236 views
4 citations

Brief Research Report

Published on 05 Dec 2022

Exploring the use of topological data analysis to automatically detect data quality faults

in Data Mining and Management

M. Eduard Tudoreanu

Frontiers in Big Data

doi 10.3389/fdata.2022.931398

3,500 views
1 citation

Review

Published on 02 Dec 2022

Natural and Artificial Dynamics in Graphs: Concept, Progress, and Future

in Data Mining and Management

Dongqi Fu
Jingrui He

Frontiers in Big Data

doi 10.3389/fdata.2022.1062637

3,828 views
4 citations

Perspective

Published on 01 Dec 2022

Multi-scale governance and data for sustainable development

in Data Analytics for Social Impact

David Pastor-Escuredo
Andrea Gardeazabal
Jawoo Koo
Asuka Imai
Philip Treleaven

Frontiers in Big Data

doi 10.3389/fdata.2022.1025256

4,670 views
6 citations

Original Research

Published on 30 Nov 2022

Using Facebook advertising data to describe the socio-economic situation of Syrian refugees in Lebanon

in Data Analytics for Social Impact

Masoomali Fatehkia
Zinnya del Villar
Till Koebe
Emmanuel Letouzé
Andres Lozano
Roaa Al Feel
Fouad Mrad
Ingmar Weber

Frontiers in Big Data

doi 10.3389/fdata.2022.1033530

4,687 views
1 citation

Original Research

Published on 23 Nov 2022

Adaptive granularity in tensors: A quest for interpretable structure

in Machine Learning and Artificial Intelligence

Ravdeep S. Pasricha
Ekta Gujral
Evangelos E. Papalexakis

Frontiers in Big Data

doi 10.3389/fdata.2022.929511

1,865 views
2 citations

Original Research

Published on 21 Nov 2022

Mapping urban socioeconomic inequalities in developing countries through Facebook advertising data

in Data Analytics for Social Impact

Simone Piaggesi
Serena Giurgola
Márton Karsai
Yelena Mejova
André Panisson
Michele Tizzoni

Frontiers in Big Data

doi 10.3389/fdata.2022.1006352

5,570 views
4 citations

Original Research

Published on 17 Nov 2022

Auto-GNN: Neural architecture search of graph neural networks

in Machine Learning and Artificial Intelligence

Kaixiong Zhou
Xiao Huang
Qingquan Song
Rui Chen
Xia Hu

Frontiers in Big Data

doi 10.3389/fdata.2022.1029307

15,659 views
88 citations

Original Research

Published on 17 Nov 2022

Modern Hopfield Networks for graph embedding

in Data Mining and Management

Yuchen Liang
Dmitry Krotov
Mohammed J. Zaki

Frontiers in Big Data

doi 10.3389/fdata.2022.1044709

6,072 views
6 citations

Brief Research Report

Published on 16 Nov 2022

Representing bacteria with unique genomic signatures

in Medicine and Public Health

Diem-Trang Pham
Vinhthuy Phan

Frontiers in Big Data

doi 10.3389/fdata.2022.1018356

1,915 views

Original Research

Published on 15 Nov 2022

Pharmacogenomics driven decision support prototype with machine learning: A framework for improving patient care

in Medicine and Public Health

Farah Kidwai-Khan
Christopher T. Rentsch
Rebecca Pulk
Charles Alcorn
Cynthia A. Brandt
Amy C. Justice

Frontiers in Big Data

doi 10.3389/fdata.2022.1059088

3,802 views
11 citations

Original Research

Published on 10 Nov 2022

TELS: Evolution patterns of research keywords from the evidence of PNAS Social Sciences topics

in Big Data Networks

Bing Liu
Mengfan Shi
Yi Kuang
Xin Jiang

Frontiers in Big Data

doi 10.3389/fdata.2022.1045513

3,693 views
3 citations

Original Research

Published on 10 Nov 2022

Methods for detecting probable COVID-19 cases from large-scale survey data also reveal probable sex differences in symptom profiles

in Machine Learning and Artificial Intelligence

Amit Klein
Karena Puldon
Stephan Dilchert
Wendy Hartogensis
Anoushka Chowdhary
Claudine Anglo
Leena S. Pandya
Frederick M. Hecht
Ashley E. Mason
Benjamin L. Smarr

Frontiers in Big Data

doi 10.3389/fdata.2022.1043704

2,450 views
4 citations

Original Research

Published on 07 Nov 2022

Spatial data analysis for intelligent buildings: Awareness of context and data uncertainty

in Data Mining and Management

Huan Li
Tiantian Liu
Harry Kai-Ho Chan
Hua Lu

Frontiers in Big Data

doi 10.3389/fdata.2022.1049198

4,011 views
4 citations

Original Research

Published on 07 Nov 2022

Effect of the high-level trigger for detecting long-lived particles at LHCb

in Big Data and AI in High Energy Physics

Lukas Calefice
Arthur Hennequin
Louis Henry
Brij Jashal
Diego Mendoza
Arantza Oyanguren
Izaac Sanderswood
Carlos Vázquez Sierra
Jiahui Zhuo
Part of LHCb-RTA Collaboration

Frontiers in Big Data

doi 10.3389/fdata.2022.1008737

4,709 views
9 citations

Original Research

Published on 04 Nov 2022

WINNER: A network biology tool for biomolecular characterization and prioritization

in Medicine and Public Health

Thanh Nguyen
Zongliang Yue
Radomir Slominski
Robert Welner
Jianyi Zhang
Jake Y. Chen

Frontiers in Big Data

doi 10.3389/fdata.2022.1016606

3,539 views
4 citations

Original Research

Published on 03 Nov 2022

Dynamic transfer learning with progressive meta-task scheduler

in Data Mining and Management

Jun Wu
Jingrui He

Frontiers in Big Data

doi 10.3389/fdata.2022.1052972

2,731 views
1 citation

Original Research

Published on 31 Oct 2022

Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets

in Medicine and Public Health

Konstantin Sharafutdinov
Jayesh S. Bhat
Sebastian Johannes Fritsch
Kateryna Nikulina
Moein E. Samadi
Richard Polzin
Hannah Mayer
Gernot Marx
Johannes Bickenbach
Andreas Schuppert

Frontiers in Big Data

doi 10.3389/fdata.2022.603429

5,204 views
8 citations

Review

Published on 26 Oct 2022

Apparent age prediction from faces: A survey of modern approaches

in Machine Learning and Artificial Intelligence

Olatunbosun Agbo-Ajala
Serestina Viriri
Mustapha Oloko-Oba
Olufisayo Ekundayo
Reolyn Heymann

Frontiers in Big Data

doi 10.3389/fdata.2022.1025806

12,161 views
11 citations

Mini Review

Published on 25 Oct 2022

The PRC considers military AI ethics: Can autonomy be trusted?

in Cybersecurity and Privacy

Mark Metcalf

Frontiers in Big Data

doi 10.3389/fdata.2022.991392

6,903 views
1 citation

Perspective

Published on 21 Oct 2022

Real-world data mining meets clinical practice: Research challenges and perspective

in Data Mining and Management

Federica Mandreoli
Davide Ferrari
Veronica Guidetti
Federico Motta
Paolo Missier

Frontiers in Big Data

doi 10.3389/fdata.2022.1021621

7,629 views
21 citations