Original Research

Published on 27 Sep 2021

Prognostic Factors of Survival in Pancreatic Cancer Metastasis to Liver at Different Ages of Diagnosis: A SEER Population-Based Cohort Study

in Medicine and Public Health

Meiqi Liu
Moran Wang
Sheng Li

Frontiers in Big Data

doi 10.3389/fdata.2021.654972

33,968 views
4 citations

Brief Research Report

Published on 27 Sep 2021

NPARS—A Novel Approach to Address Accuracy and Reproducibility in Genomic Data Science

in Medicine and Public Health

Li Ma
Erich A. Peterson
Ik Jae Shin
Jason Muesse
Katy Marino
Matthew A. Steliga
Donald J. Johann

Frontiers in Big Data

doi 10.3389/fdata.2021.725095

2,063 views
2 citations

Original Research

Published on 24 Sep 2021

The Rise of Populism and the Reconfiguration of the German Political Space

in Big Data Networks

Eckehard Olbrich
Sven Banisch

Frontiers in Big Data

doi 10.3389/fdata.2021.731349

5,573 views
3 citations

Opinion

Published on 21 Sep 2021

Supporting Regulatory Measures in the Context of Big Data Applications for Smart Grids

in Data Mining and Management

Mihai A. Mladin

Frontiers in Big Data

doi 10.3389/fdata.2021.675461

1,047 views
2 citations

Technology and Code

Published on 16 Sep 2021

Statistical Enrichment Analysis of Samples: A General-Purpose Tool to Annotate Metadata Neighborhoods of Biological Samples

in Medicine and Public Health

Thanh M. Nguyen
Samuel Bharti
Zongliang Yue
Christopher D. Willey
Jake Y. Chen

Frontiers in Big Data

doi 10.3389/fdata.2021.725276

2,848 views
1 citation

Methods

Published on 15 Sep 2021

TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings

in Data Mining and Management

David Gordon
Panayiotis Petousis
Henry Zheng
Davina Zamanzadeh
Alex A.T. Bui

Frontiers in Big Data

doi 10.3389/fdata.2021.693869

5,628 views
4 citations

Original Research

Published on 15 Sep 2021

Data Ecosystems for Scientific Experiments: Managing Combustion Experiments and Simulation Analyses in Chemical Engineering

in Data Mining and Management

Edoardo Ramalli
Gabriele Scalia
Barbara Pernici
Alessandro Stagni
Alberto Cuoci
Tiziano Faravelli

Frontiers in Big Data

doi 10.3389/fdata.2021.663410

3,160 views
8 citations

Original Research

Published on 14 Sep 2021

Digital Support for Renal Patients Before and During the COVID-19 Pandemic: Examining the Efforts of Singapore Social Service Agencies in Facebook

in Data Mining and Management

Junjie Tan
Aravind Sesagiri Raamkumar
Hwee Lin Wee

Frontiers in Big Data

doi 10.3389/fdata.2021.737507

2,396 views
1 citation

Original Research

Published on 10 Sep 2021

Factor-Based Framework for Multivariate and Multi-step-ahead Forecasting of Large Scale Time Series

in Data Mining and Management

Jacopo De Stefani
Gianluca Bontempi

Frontiers in Big Data

doi 10.3389/fdata.2021.690267

4,918 views
4 citations

Original Research

Published on 31 Aug 2021

Which Neural Network to Choose for Post-Fault Localization, Dynamic State Estimation, and Optimal Measurement Placement in Power Systems?

in Data Mining and Management

Andrei Afonin
Michael Chertkov

Frontiers in Big Data

doi 10.3389/fdata.2021.692493

1,504 views

Opinion

Published on 30 Aug 2021

Towards Machine-Readable (Meta) Data and the FAIR Value for Artificial Intelligence Exploration of COVID-19 and Cancer Research Data

in Medicine and Public Health

Maria Luiza. M. Campos
Eugênio Silva
Renato Cerceau
Sérgio Manuel Serra da Cruz
Fabricio A. B. Silva
Fábio. C. Gouveia
Rodrigo Jardim
Nelson Kotowski
Giseli Rabello Lopes
Alberto. M. R. Dávila

Frontiers in Big Data

doi 10.3389/fdata.2021.656553

1,905 views

Original Research

Published on 27 Aug 2021

Unified Representation of Twitter and Online News Using Graph and Entities

in Big Data Networks

Munira Syed
Daheng Wang
Meng Jiang
Oliver Conway
Vishal Juneja
Sriram Subramanian
Nitesh V. Chawla

Frontiers in Big Data

doi 10.3389/fdata.2021.699070

2,718 views
2 citations

Original Research

Published on 27 Aug 2021

Computer Vision for Continuous Bedside Pharmacological Data Extraction: A Novel Application of Artificial Intelligence for Clinical Data Recording and Biomedical Research

in Medicine and Public Health

Logan Froese
Joshua Dian
Carleen Batson
Alwyn Gomez
Amanjyot Singh Sainbhi
Bertram Unger
Frederick A. Zeiler

Frontiers in Big Data

doi 10.3389/fdata.2021.689358

2,923 views
3 citations

Original Research

Published on 26 Aug 2021

Structural Compression of Convolutional Neural Networks with Applications in Interpretability

in Machine Learning and Artificial Intelligence

Reza Abbasi-Asl
Bin Yu

Frontiers in Big Data

doi 10.3389/fdata.2021.704182

4,149 views
5 citations

Original Research

Published on 25 Aug 2021

A Predictive Maintenance Model for Flexible Manufacturing in the Context of Industry 4.0

in Data Mining and Management

Go Muan Sang
Lai Xu
Paul de Vrieze

Frontiers in Big Data

doi 10.3389/fdata.2021.663466

13,340 views
12 citations

Original Research

Published on 24 Aug 2021

Benchmarking of Data-Driven Causality Discovery Approaches in the Interactions of Arctic Sea Ice and Atmosphere

in Data-driven Climate Sciences

Yiyi Huang
Matthäus Kleindessner
Alexey Munishkin
Debvrat Varshney
Pei Guo
Jianwu Wang

Frontiers in Big Data

doi 10.3389/fdata.2021.642182

4,515 views
12 citations

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Articles

Prognostic Factors of Survival in Pancreatic Cancer Metastasis to Liver at Different Ages of Diagnosis: A SEER Population-Based Cohort Study

NPARS—A Novel Approach to Address Accuracy and Reproducibility in Genomic Data Science

The Rise of Populism and the Reconfiguration of the German Political Space

Supporting Regulatory Measures in the Context of Big Data Applications for Smart Grids

Statistical Enrichment Analysis of Samples: A General-Purpose Tool to Annotate Metadata Neighborhoods of Biological Samples

TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings

Data Ecosystems for Scientific Experiments: Managing Combustion Experiments and Simulation Analyses in Chemical Engineering

Digital Support for Renal Patients Before and During the COVID-19 Pandemic: Examining the Efforts of Singapore Social Service Agencies in Facebook

Factor-Based Framework for Multivariate and Multi-step-ahead Forecasting of Large Scale Time Series

Which Neural Network to Choose for Post-Fault Localization, Dynamic State Estimation, and Optimal Measurement Placement in Power Systems?

Towards Machine-Readable (Meta) Data and the FAIR Value for Artificial Intelligence Exploration of COVID-19 and Cancer Research Data

Unified Representation of Twitter and Online News Using Graph and Entities

Computer Vision for Continuous Bedside Pharmacological Data Extraction: A Novel Application of Artificial Intelligence for Clinical Data Recording and Biomedical Research

Structural Compression of Convolutional Neural Networks with Applications in Interpretability

A Predictive Maintenance Model for Flexible Manufacturing in the Context of Industry 4.0

Benchmarking of Data-Driven Causality Discovery Approaches in the Interactions of Arctic Sea Ice and Atmosphere