Frontiers in Big Data

Systematic Review

Published on 09 Jan 2023

From video summarization to real time video summarization in smart cities and beyond: A survey

in Data Science

Prashant Giridhar Shambharkar
Ruchi Goel

Frontiers in Big Data

doi 10.3389/fdata.2022.1106776

4,490 views
2 citations

Methods

Published on 09 Jan 2023

Dependable modulation classifier explainer with measurable explainability

in Data Science

Gaurav Duggal
Tejas Gaikwad
Bhupendra Sinha

Frontiers in Big Data

doi 10.3389/fdata.2022.1081872

2,047 views
3 citations

Original Research

Published on 09 Jan 2023

ProKnow: Process knowledge for safety constrained and explainable question generation for mental health diagnostic assistance

in Data Science

Kaushik Roy
Manas Gaur
Misagh Soltani
Vipula Rawte
Ashwin Kalyan
Amit Sheth

Frontiers in Big Data

doi 10.3389/fdata.2022.1056728

4,906 views
11 citations

Review

Published on 09 Jan 2023

Audio deepfakes: A survey

in Cybersecurity and Privacy

Zahra Khanjani
Gabrielle Watson
Vandana P. Janeja

Frontiers in Big Data

doi 10.3389/fdata.2022.1001063

37,604 views
44 citations

Original Research

Published on 09 Jan 2023

Changing features of the Northern Hemisphere 500-hPa circumpolar vortex

in Data-driven Climate Sciences

Nazla Bushra
Robert V. Rohli
Chunyan Li
Paul W. Miller
Rubayet Bin Mostafiz

Frontiers in Big Data

doi 10.3389/fdata.2022.1009158

2,635 views
2 citations

Original Research

Published on 09 Jan 2023

Flood risk assessment for residences at the neighborhood scale by owner/occupant type and first-floor height

in Data-driven Climate Sciences

Ayat Al Assi
Rubayet Bin Mostafiz
Carol J. Friedland
Md Adilur Rahim
Robert V. Rohli

Frontiers in Big Data

doi 10.3389/fdata.2022.997447

5,234 views
16 citations

Methods

Published on 06 Jan 2023

3D bi-directional transformer U-Net for medical image segmentation

in Medicine and Public Health

Xiyao Fu
Zhexian Sun
Haoteng Tang
Eric M. Zou
Heng Huang
Yong Wang
Liang Zhan

Frontiers in Big Data

doi 10.3389/fdata.2022.1080715

11,553 views
10 citations

Original Research

Published on 04 Jan 2023

Socio-technical system analysis of responsible data sharing in water systems as critical infrastructure

in Data Analytics for Social Impact

Peter Hazell
Peter Novitzky
Steven van den Oord

Frontiers in Big Data

doi 10.3389/fdata.2022.1057155

7,697 views
2 citations

Original Research

Published on 04 Jan 2023

Fair classification via domain adaptation: A dual adversarial learning approach

in Data Mining and Management

Yueqing Liang
Canyu Chen
Tian Tian
Kai Shu

Frontiers in Big Data

doi 10.3389/fdata.2022.1049565

3,757 views
4 citations

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

2,634 views
8 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

3,114 views
8 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

4,498 views
12 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

3,213 views
1 citation

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

2,515 views

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

2,952 views
3 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

3,555 views
5 citations