Frontiers in Big Data

Original Research

Published on 03 Dec 2021

High Precision Mammography Lesion Identification From Imprecise Medical Annotations

in Medicine and Public Health

Ulzee An
Ankit Bhardwaj
Khader Shameer
Lakshminarayanan Subramanian

Frontiers in Big Data

doi 10.3389/fdata.2021.742779

4,447 views
2 citations

Editorial

Published on 01 Dec 2021

Editorial: Data-Driven Solutions for Smart Grids

in Data Mining and Management

F. Milano
A. Vaccaro
M. Manana

Frontiers in Big Data

doi 10.3389/fdata.2021.815686

2,733 views

Mini Review

Published on 30 Nov 2021

Management of COVID-19 Pandemic Data in India: Challenges Faced and Lessons Learnt

in Data Mining and Management

Jasmine Kaur
Jasleen Kaur
Ajay Singh Dhama
Vinit Kumar
Harpreet Singh

Frontiers in Big Data

doi 10.3389/fdata.2021.790158

10,893 views
4 citations

Original Research

Published on 30 Nov 2021

Link Prediction Between Structured Geopolitical Events: Models and Experiments

in Big Data Networks

Mayank Kejriwal

Frontiers in Big Data

doi 10.3389/fdata.2021.779792

3,387 views
8 citations

Systematic Review

Published on 29 Nov 2021

A Systematic Review on Model Watermarking for Neural Networks

in Cybersecurity and Privacy

Franziska Boenisch

Frontiers in Big Data

doi 10.3389/fdata.2021.729663

20,879 views
66 citations

Original Research

Published on 26 Nov 2021

Autotuning of Exascale Applications With Anomalies Detection

in Data Mining and Management

Dragi Kimovski
Roland Mathá
Gabriel Iuhasz
Fabrizio Marozzo
Dana Petcu
Radu Prodan

Frontiers in Big Data

doi 10.3389/fdata.2021.657218

2,770 views
3 citations

Original Research

Published on 26 Nov 2021

Fast GPU-Based Generation of Large Graph Networks From Degree Distributions

in Big Data Networks

Maksudul Alam
Kalyan Perumalla

Frontiers in Big Data

doi 10.3389/fdata.2021.737963

3,686 views

Original Research

Published on 26 Nov 2021

Adaptive On-the-Fly Changes in Distributed Processing Pipelines

in Data Mining and Management

Toon Albers
Elena Lazovik
Mostafa Hadadian Nejad Yousefi
Alexander Lazovik

Frontiers in Big Data

doi 10.3389/fdata.2021.666174

3,570 views
3 citations

Editorial

Published on 25 Nov 2021

Editorial: Big Data Management in Industry 4.0

in Data Mining and Management

Donatella Firmani
Francesco Leotta
Federica Mandreoli
Massimo Mecella

Frontiers in Big Data

doi 10.3389/fdata.2021.788491

3,884 views
3 citations

Original Research

Published on 25 Nov 2021

Knowledge-infused Learning for Entity Prediction in Driving Scenes

in Data Mining and Management

Ruwan Wickramarachchi
Cory Henson
Amit Sheth

Frontiers in Big Data

doi 10.3389/fdata.2021.759110

9,442 views
30 citations

Original Research

Published on 24 Nov 2021

Fair and Effective Policing for Neighborhood Safety: Understanding and Overcoming Selection Biases

in Data Mining and Management

Weijeiying Ren
Kunpeng Liu
Tianxiang Zhao
Yanjie Fu

Frontiers in Big Data

doi 10.3389/fdata.2021.787459

2,794 views
1 citation

Editorial

Published on 24 Nov 2021

Editorial: AI-Enabled Data Science for COVID-19

in Medicine and Public Health

Da Yan
Hong Qin
Hsiang-Yun Wu
Jake Y. Chen

Frontiers in Big Data

doi 10.3389/fdata.2021.802452

2,292 views
2 citations

Original Research

Published on 19 Nov 2021

The Old and the New: Can Physics-Informed Deep-Learning Replace Traditional Linear Solvers?

in Data Mining and Management

Stefano Markidis

Frontiers in Big Data

doi 10.3389/fdata.2021.669097

43,307 views
209 citations

Correction

Published on 16 Nov 2021

Corrigendum: 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.2021.804141

1,719 views

Original Research

Published on 16 Nov 2021

Anomaly Detection for the Centralised Elasticsearch Service at CERN

in Big Data and AI in High Energy Physics

Jennifer R. Andersson
Jose Alonso Moya
Ulrich Schwickerath

Frontiers in Big Data

doi 10.3389/fdata.2021.718879

5,167 views
6 citations

Technology and Code

Published on 16 Nov 2021

Teeport: Break the Wall Between the Optimization Algorithms and Problems

in Big Data and AI in High Energy Physics

Zhe Zhang
Xiaobiao Huang
Minghao Song

Frontiers in Big Data

doi 10.3389/fdata.2021.734650

2,894 views
1 citation

Original Research

Published on 03 Nov 2021

Systematic Exploration in Tissue-Pathway Associations of Complex Traits Using Comprehensive eQTLs Catalog

in Medicine and Public Health

Boqi Wang
James Yang
Steven Qiu
Yongsheng Bai
Zhaohui S. Qin

Frontiers in Big Data

doi 10.3389/fdata.2021.719737

4,194 views
2 citations

Original Research

Published on 01 Nov 2021

Fitting and Cross-Validating Cox Models to Censored Big Data With Missing Values Using Extensions of Partial Least Squares Regression Models

in Data Mining and Management

Frédéric Bertrand
Myriam Maumy-Bertrand

Frontiers in Big Data

doi 10.3389/fdata.2021.684794

6,842 views
8 citations

Original Research

Published on 25 Oct 2021

Automated Analysis of the US Drought Monitor Maps With Machine Learning and Multiple Drought Indicators

in Data-driven Climate Sciences

Pouyan Hatami Bahman Beiglou
Lifeng Luo
Pang-Ning Tan
Lisi Pei

Frontiers in Big Data

doi 10.3389/fdata.2021.750536

4,421 views
6 citations

Original Research

Published on 22 Oct 2021

Modelling Representative Population Mobility for COVID-19 Spatial Transmission in South Africa

in Medicine and Public Health

A. Potgieter
I. N. Fabris-Rotelli
Z. Kimmie
N. Dudeni-Tlhone
J. P. Holloway
C. Janse van Rensburg
R. N. Thiede
P. Debba
R. Manjoo-Docrat
N. Abdelatif

Frontiers in Big Data

doi 10.3389/fdata.2021.718351

7,825 views
16 citations

Original Research

Published on 20 Oct 2021

Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing

in Data Mining and Management

Dongjie Wang
Kunpeng Liu
David Mohaisen
Pengyang Wang
Chang-Tien Lu
Yanjie Fu

Frontiers in Big Data

doi 10.3389/fdata.2021.762899

2,853 views
5 citations

Original Research

Published on 20 Oct 2021

Data-Driven Modeling of Breast Cancer Tumors Using Boolean Networks

in Medicine and Public Health

Domenico Sgariglia
Alessandra Jordano Conforte
Carlos Eduardo Pedreira
Luis Alfredo Vidal de Carvalho
Flavia Raquel Gonçalves Carneiro
Nicolas Carels
Fabricio Alves Barbosa da Silva

Frontiers in Big Data

doi 10.3389/fdata.2021.656395

5,866 views
8 citations

Methods

Published on 18 Oct 2021

Testing a Generalizable Machine Learning Workflow for Aquatic Invasive Species on Rainbow Trout (Oncorhynchus mykiss) in Northwest Montana

in Data-driven Climate Sciences

S. Carter
C. B. van Rees
B. K. Hand
C. C. Muhlfeld
G. Luikart
J. S. Kimball

Frontiers in Big Data

doi 10.3389/fdata.2021.734990

6,062 views
10 citations

Original Research

Published on 14 Oct 2021

A Data-Driven Personalized Lighting Recommender System

in Data Mining and Management

Atousa Zarindast
Jonathan Wood

Frontiers in Big Data

doi 10.3389/fdata.2021.706117

4,776 views
13 citations

703 articles

articles

High Precision Mammography Lesion Identification From Imprecise Medical Annotations

Editorial: Data-Driven Solutions for Smart Grids

Management of COVID-19 Pandemic Data in India: Challenges Faced and Lessons Learnt

Link Prediction Between Structured Geopolitical Events: Models and Experiments

A Systematic Review on Model Watermarking for Neural Networks

Autotuning of Exascale Applications With Anomalies Detection

Fast GPU-Based Generation of Large Graph Networks From Degree Distributions

Adaptive On-the-Fly Changes in Distributed Processing Pipelines

Editorial: Big Data Management in Industry 4.0

Knowledge-infused Learning for Entity Prediction in Driving Scenes

Fair and Effective Policing for Neighborhood Safety: Understanding and Overcoming Selection Biases

Editorial: AI-Enabled Data Science for COVID-19

The Old and the New: Can Physics-Informed Deep-Learning Replace Traditional Linear Solvers?

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

Anomaly Detection for the Centralised Elasticsearch Service at CERN

Teeport: Break the Wall Between the Optimization Algorithms and Problems

Systematic Exploration in Tissue-Pathway Associations of Complex Traits Using Comprehensive eQTLs Catalog

Fitting and Cross-Validating Cox Models to Censored Big Data With Missing Values Using Extensions of Partial Least Squares Regression Models

Automated Analysis of the US Drought Monitor Maps With Machine Learning and Multiple Drought Indicators

Modelling Representative Population Mobility for COVID-19 Spatial Transmission in South Africa

Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing

Data-Driven Modeling of Breast Cancer Tumors Using Boolean Networks

Testing a Generalizable Machine Learning Workflow for Aquatic Invasive Species on Rainbow Trout (Oncorhynchus mykiss) in Northwest Montana

A Data-Driven Personalized Lighting Recommender System