Frontiers in Big Data

Original Research

Published on 17 Jun 2022

Maximum Likelihood Reconstruction of Water Cherenkov Events With Deep Generative Neural Networks

in Big Data and AI in High Energy Physics

Mo Jia
Karan Kumar
Liam S. Mackey
Alexander Putra
Cristovao Vilela
Michael J. Wilking
Junjie Xia
Chiaki Yanagisawa
Karan Yang

Frontiers in Big Data

doi 10.3389/fdata.2022.868333

3,156 views
1 citation

Original Research

Published on 14 Jun 2022

The Influence of Personal Health Data on the Health Coaching Process

in Medicine and Public Health

Heleen Rutjes
Martijn C. Willemsen
Milou A. Feijt
Wijnand A. IJsselsteijn

Frontiers in Big Data

doi 10.3389/fdata.2022.678061

5,326 views
2 citations

Original Research

Published on 14 Jun 2022

A Methodology for Evaluating Operator Usage of Machine Learning Recommendations for Power Grid Contingency Analysis

in Recommender Systems

John Wenskovitch
Brett Jefferson
Alexander Anderson
Jessica Baweja
Danielle Ciesielski
Corey Fallon

Frontiers in Big Data

doi 10.3389/fdata.2022.897295

2,992 views
2 citations

Original Research

Published on 09 Jun 2022

Offline Evaluation of Recommender Systems in a User Interface With Multiple Carousels

in Recommender Systems

Maurizio Ferrari Dacrema
Nicolò Felicioni
Paolo Cremonesi

Frontiers in Big Data

doi 10.3389/fdata.2022.910030

5,033 views
9 citations

Editorial

Published on 25 May 2022

Editorial: User Modeling and Recommendations

in Data Mining and Management

Denis Helic
Ujwal Gadiraju
Marko Tkalcic

Frontiers in Big Data

doi 10.3389/fdata.2022.923397

2,351 views
1 citation

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

3,587 views
9 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

3,092 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

3,308 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

7,302 views
15 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

5,026 views
6 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

1,852 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

3,782 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

2,154 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

8,480 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

5,126 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

3,293 views
2 citations