Frontiers in Big Data

Original Research

Published on 23 May 2022

Accessibility and Essential Travel: Public Transport Reliance Among Senior Citizens During the COVID-19 Pandemic

in Data Analytics for Social Impact

Ffion Carney
Alfie Long
Jens Kandt

Frontiers in Big Data

doi 10.3389/fdata.2022.867085

4,270 views
11 citations

Original Research

Published on 20 May 2022

Application of a Machine Learning Algorithm in Generating an Evapotranspiration Data Product From Coupled Thermal Infrared and Microwave Satellite Observations

in Data-driven Climate Sciences

Li Fang
Xiwu Zhan
Satya Kalluri
Peng Yu
Chris Hain
Martha Anderson
Istvan Laszlo

Frontiers in Big Data

doi 10.3389/fdata.2022.768676

4,036 views
1 citation

Original Research

Published on 20 May 2022

Non-linear Embedding Methods for Identifying Similar Brain Activity in 1 Million iEEG Records Captured From 256 RNS System Patients

in Data Science

Sharanya Arcot Desai
Thomas Tcheng
Martha Morrell

Frontiers in Big Data

doi 10.3389/fdata.2022.840508

4,107 views
11 citations

Perspective

Published on 11 May 2022

FAIR Digital Twins for Data-Intensive Research

in Data Science

Erik Schultes
Marco Roos
Luiz Olavo Bonino da Silva Santos
Giancarlo Guizzardi
Jildau Bouwman
Thomas Hankemeier
Arie Baak
Barend Mons

Frontiers in Big Data

doi 10.3389/fdata.2022.883341

9,600 views
22 citations

Original Research

Published on 11 May 2022

Tuning of Elasticsearch Configuration: Parameter Optimization Through Simultaneous Perturbation Stochastic Approximation

in Machine Learning and Artificial Intelligence

Hårek Haugerud
Mohamad Sobhie
Anis Yazidi

Frontiers in Big Data

doi 10.3389/fdata.2022.686416

6,027 views
7 citations

Original Research

Published on 10 May 2022

Wasserstein Uncertainty Estimation for Adversarial Domain Matching

in Data Science

Rui Wang
Ruiyi Zhang
Ricardo Henao

Frontiers in Big Data

doi 10.3389/fdata.2022.878716

2,534 views
1 citation

Original Research

Published on 06 May 2022

Effects of Feature-Based Explanation and Its Output Modality on User Satisfaction With Service Recommender Systems

in Recommender Systems

Zhirun Zhang
Li Chen
Tonglin Jiang
Yutong Li
Lei Li

Frontiers in Big Data

doi 10.3389/fdata.2022.897381

4,687 views
9 citations

Editorial

Published on 05 May 2022

Editorial: Statistical Learning for Predicting Air Quality

in Data-driven Climate Sciences

Yves Philippe Rybarczyk
Rasa Zalakeviciute

Frontiers in Big Data

doi 10.3389/fdata.2022.898643

2,709 views
2 citations

Original Research

Published on 04 May 2022

Topic Modeling for Interpretable Text Classification From EHRs

in Data Mining and Management

Emil Rijcken
Uzay Kaymak
Floortje Scheepers
Pablo Mosteiro
Kalliopi Zervanou
Marco Spruit

Frontiers in Big Data

doi 10.3389/fdata.2022.846930

9,948 views
28 citations

Methods

Published on 04 May 2022

Examining Sentiment in Complex Texts. A Comparison of Different Computational Approaches

in Data Science

Stefan Munnes
Corinna Harsch
Marcel Knobloch
Johannes S. Vogel
Lena Hipp
Erik Schilling

Frontiers in Big Data

doi 10.3389/fdata.2022.886362

6,346 views
7 citations

Original Research

Published on 03 May 2022

Adversarial Robustness of Deep Reinforcement Learning Based Dynamic Recommender Systems

in Recommender Systems

Siyu Wang
Yuanjiang Cao
Xiaocong Chen
Lina Yao
Xianzhi Wang
Quan Z. Sheng

Frontiers in Big Data

doi 10.3389/fdata.2022.822783

4,269 views
2 citations

Review

Published on 29 Apr 2022

Improving Data Quality in Clinical Research Informatics Tools

in Data Mining and Management

Ahmed AbuHalimeh

Frontiers in Big Data

doi 10.3389/fdata.2022.871897

13,675 views
22 citations

Review

Published on 29 Apr 2022

The Causal Fairness Field Guide: Perspectives From Social and Formal Sciences

in Data Mining and Management

Alycia N. Carey
Xintao Wu

Frontiers in Big Data

doi 10.3389/fdata.2022.892837

10,655 views
40 citations

Original Research

Published on 28 Apr 2022

When Patients Recover From COVID-19: Data-Driven Insights From Wearable Technologies

in Medicine and Public Health

Muzhe Guo
Long Nguyen
Hongfei Du
Fang Jin

Frontiers in Big Data

doi 10.3389/fdata.2022.801998

3,379 views
2 citations

Original Research

Published on 27 Apr 2022

Bayesian Joint Modeling of Multivariate Longitudinal and Survival Data With an Application to Diabetes Study

in Data Science

Yangxin Huang
Jiaqing Chen
Lan Xu
Nian-Sheng Tang

Frontiers in Big Data

doi 10.3389/fdata.2022.812725

5,346 views
1 citation

Community Case Study

Published on 27 Apr 2022

Research on Spatial-temporal Spread and Risk Profile of the COVID-19 Epidemic Based on Mobile Phone Trajectory Data

in Medicine and Public Health

Qi Zuo
Jiaman Du
Baofeng Di
Junrong Zhou
Lixia Zhang
Hongxia Liu
Xiaoyu Hou

Frontiers in Big Data

doi 10.3389/fdata.2022.705698

3,254 views
2 citations

Original Research

Published on 26 Apr 2022

Contagion Dynamics for Manifold Learning

in Machine Learning and Artificial Intelligence

Barbara I. Mahler

Frontiers in Big Data

doi 10.3389/fdata.2022.668356

2,485 views
1 citation

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

6,972 views
18 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

2,585 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

2,115 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

33,372 views
68 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

2,727 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

4,936 views
4 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

3,358 views
2 citations

703 articles

articles

Accessibility and Essential Travel: Public Transport Reliance Among Senior Citizens During the COVID-19 Pandemic

Application of a Machine Learning Algorithm in Generating an Evapotranspiration Data Product From Coupled Thermal Infrared and Microwave Satellite Observations

Non-linear Embedding Methods for Identifying Similar Brain Activity in 1 Million iEEG Records Captured From 256 RNS System Patients

FAIR Digital Twins for Data-Intensive Research

Tuning of Elasticsearch Configuration: Parameter Optimization Through Simultaneous Perturbation Stochastic Approximation

Wasserstein Uncertainty Estimation for Adversarial Domain Matching

Effects of Feature-Based Explanation and Its Output Modality on User Satisfaction With Service Recommender Systems

Editorial: Statistical Learning for Predicting Air Quality

Topic Modeling for Interpretable Text Classification From EHRs

Examining Sentiment in Complex Texts. A Comparison of Different Computational Approaches

Adversarial Robustness of Deep Reinforcement Learning Based Dynamic Recommender Systems

Improving Data Quality in Clinical Research Informatics Tools

The Causal Fairness Field Guide: Perspectives From Social and Formal Sciences

When Patients Recover From COVID-19: Data-Driven Insights From Wearable Technologies

Bayesian Joint Modeling of Multivariate Longitudinal and Survival Data With an Application to Diabetes Study

Research on Spatial-temporal Spread and Risk Profile of the COVID-19 Epidemic Based on Mobile Phone Trajectory Data

Contagion Dynamics for Manifold Learning

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

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

Editorial: Computational Behavioral Modeling for Big User Data

Applications and Techniques for Fast Machine Learning in Science

Scaling Graph Propagation Kernels for Predictive Learning

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

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