Frontiers in Big Data

Brief Research Report

Published on 25 Apr 2022

Ethical Views on Sharing Digital Data for Public Health Surveillance: Analysis of Survey Data Among Patients

in Data Mining and Management

Renee Garett
Sean D. Young

Frontiers in Big Data

doi 10.3389/fdata.2022.871236

5,704 views
10 citations

Original Research

Published on 25 Apr 2022

FROST: Fallback Voice Apps Recommendation for Unhandled Voice Commands in Intelligent Personal Assistants

in Recommender Systems

Qian Hu
Thahir Mohamed
Wei Xiao
Xiyao Ma
Xibin Gao
Zheng Gao
Radhika Arava
Mohamed AbdelHady

Frontiers in Big Data

doi 10.3389/fdata.2022.867251

1,906 views
1 citation

Editorial

Published on 13 Apr 2022

Editorial: Computational Behavioral Modeling for Big User Data

in Big Data Networks

Meng Jiang
Chuxu Zhang
Xiangliang Zhang
Neil Shah

Frontiers in Big Data

doi 10.3389/fdata.2022.893216

1,597 views

Review

Published on 12 Apr 2022

Applications and Techniques for Fast Machine Learning in Science

in Big Data and AI in High Energy Physics

Allison McCarn Deiana
Nhan Tran
Joshua Agar
Michaela Blott
Giuseppe Di Guglielmo
Javier Duarte
Philip Harris
Scott Hauck
Mia Liu
Mark S. Neubauer

Frontiers in Big Data

doi 10.3389/fdata.2022.787421

27,993 views
54 citations

Original Research

Published on 08 Apr 2022

Scaling Graph Propagation Kernels for Predictive Learning

in Data Mining and Management

Priyesh Vijayan
Yash Chandak
Mitesh M. Khapra
Srinivasan Parthasarathy
Balaraman Ravindran

Frontiers in Big Data

doi 10.3389/fdata.2022.616617

2,019 views

Original Research

Published on 07 Apr 2022

A Comparative Study of Data-Driven Models for Travel Destination Characterization

in Recommender Systems

Linus W. Dietz
Mete Sertkan
Saadi Myftija
Sameera Thimbiri Palage
Julia Neidhardt
Wolfgang Wörndl

Frontiers in Big Data

doi 10.3389/fdata.2022.829939

3,534 views
2 citations

Original Research

Published on 07 Apr 2022

Public Service and Public Happiness: Inferences From Big Weibo Datasets for 31 Chinese Provincial Governments

in Data Mining and Management

Yi Zhou Ding

Frontiers in Big Data

doi 10.3389/fdata.2022.833703

2,710 views
1 citation

Original Research

Published on 05 Apr 2022

BurnoutEnsemble: Augmented Intelligence to Detect Indications for Burnout in Clinical Psychology

in Medicine and Public Health

Ghofrane Merhbene
Sukanya Nath
Alexandre R. Puttick
Mascha Kurpicz-Briki

Frontiers in Big Data

doi 10.3389/fdata.2022.863100

8,269 views
11 citations

Original Research

Published on 04 Apr 2022

Deep Learning Approach for Assessing Air Quality During COVID-19 Lockdown in Quito

in Data-driven Climate Sciences

Phuong N. Chau
Rasa Zalakeviciute
Ilias Thomas
Yves Rybarczyk

Frontiers in Big Data

doi 10.3389/fdata.2022.842455

7,031 views
27 citations

Conceptual Analysis

Published on 31 Mar 2022

A Balanced Scorecard for Maximizing Data Performance

in Data Mining and Management

Elizabeth Pierce

Frontiers in Big Data

doi 10.3389/fdata.2022.821103

17,470 views
4 citations

Systematic Review

Published on 31 Mar 2022

A Survey of Data Quality Measurement and Monitoring Tools

in Data Mining and Management

Lisa Ehrlinger
Wolfram Wöß

Frontiers in Big Data

doi 10.3389/fdata.2022.850611

39,748 views
101 citations

Original Research

Published on 29 Mar 2022

Untangling Classification Methods for Melanoma Skin Cancer

in Data Mining and Management

Ayushi Kumar
Avimanyou Vatsa

Frontiers in Big Data

doi 10.3389/fdata.2022.848614

4,917 views
18 citations

Original Research

Published on 28 Mar 2022

AutoLoc: Autonomous Sensor Location Configuration via Cross Modal Sensing

in Data Mining and Management

Shubham Rohal
Yue Zhang
Carlos Ruiz
Shijia Pan

Frontiers in Big Data

doi 10.3389/fdata.2022.835949

2,619 views

Original Research

Published on 25 Mar 2022

Data-Driven Framework for Understanding and Predicting Air Quality in Urban Areas

in Data-driven Climate Sciences

Lakshmi Babu Saheer
Ajay Bhasy
Mahdi Maktabdar
Javad Zarrin

Frontiers in Big Data

doi 10.3389/fdata.2022.822573

7,339 views
14 citations

Original Research

Published on 25 Mar 2022

Statistical Emulation of Neural Simulators: Application to Neocortical L2/3 Large Basket Cells

in Medicine and Public Health

Gilad Shapira
Mira Marcus-Kalish
Oren Amsalem
Werner Van Geit
Idan Segev
David M. Steinberg

Frontiers in Big Data

doi 10.3389/fdata.2022.789962

2,153 views

Original Research

Published on 23 Mar 2022

Graph Neural Networks for Charged Particle Tracking on FPGAs

in Big Data and AI in High Energy Physics

Abdelrahman Elabd
Vesal Razavimaleki
Shi-Yu Huang
Javier Duarte
Markus Atkinson
Gage DeZoort
Peter Elmer
Scott Hauck
Jin-Xuan Hu
Shih-Chieh Hsu

Frontiers in Big Data

doi 10.3389/fdata.2022.828666

6,558 views
29 citations