Frontiers in Big Data

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

2,992 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

3,214 views
6 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

6,926 views
14 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

4,921 views
5 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

1,817 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

3,698 views
6 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

2,051 views
1 citation

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

8,268 views
21 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

4,970 views
5 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

3,189 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

11,184 views
16 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

8,456 views
29 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

2,685 views
1 citation

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

3,909 views

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

2,306 views
1 citation

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

1,793 views