Frontiers in Big Data

Original Research

Published on 09 Jan 2020

Application of a Novel Subject Classification Scheme for a Bibliographic Database Using a Data-Driven Correspondence

in Data Mining and Management

Kei Kurakawa
Yuan Sun
Satoko Ando

Frontiers in Big Data

doi 10.3389/fdata.2019.00048

10,632 views
1 citation

Original Research

Published on 13 Dec 2019

Bioactivity Signatures of Drugs vs. Environmental Chemicals Revealed by Tox21 High-Throughput Screening Assays

in Medicine and Public Health

Deborah K. Ngan
Lin Ye
Leihong Wu
Menghang Xia
Anna Rossoshek
Anton Simeonov
Ruili Huang

Frontiers in Big Data

doi 10.3389/fdata.2019.00050

5,055 views
10 citations

Perspective

Published on 11 Dec 2019

Human Cell-Based in vitro Phenotypic Profiling for Drug Safety-Related Attrition

in Medicine and Public Health

Ellen L. Berg

Frontiers in Big Data

doi 10.3389/fdata.2019.00047

8,950 views
11 citations

Brief Research Report

Published on 10 Dec 2019

DeepEmSat: Deep Emulation for Satellite Data Mining

in Data Mining and Management

Kate Duffy
Thomas Vandal
Shuang Li
Sangram Ganguly
Ramakrishna Nemani
Auroop R. Ganguly

Frontiers in Big Data

doi 10.3389/fdata.2019.00042

5,472 views
2 citations

Perspective

Published on 10 Dec 2019

Open Science, Open Data, and Open Scholarship: European Policies to Make Science Fit for the Twenty-First Century

in Data Mining and Management

Jean-Claude Burgelman
Corina Pascu
Katarzyna Szkuta
Rene Von Schomberg
Athanasios Karalopoulos
Konstantinos Repanas
Michel Schouppe

Frontiers in Big Data

doi 10.3389/fdata.2019.00043

34,135 views
147 citations

Original Research

Published on 06 Dec 2019

Plantation Mapping in Southeast Asia

in Data-driven Climate Sciences

Xiaowei Jia
Ankush Khandelwal
Kimberly Carlson
James S. Gerber
Paul C. West
Vipin Kumar

Frontiers in Big Data

doi 10.3389/fdata.2019.00046

7,088 views
2 citations

Review

Published on 03 Dec 2019

Parallel Processing Strategies for Big Geospatial Data

in Data Mining and Management

Martin Werner

Frontiers in Big Data

doi 10.3389/fdata.2019.00044

7,090 views
9 citations

Original Research

Published on 03 Dec 2019

A Review of Microsoft Academic Services for Science of Science Studies

in Data Mining and Management

Kuansan Wang
Zhihong Shen
Chiyuan Huang
Chieh-Han Wu
Darrin Eide
Yuxiao Dong
Junjie Qian
Anshul Kanakia
Alvin Chen
Richard Rogahn

Frontiers in Big Data

doi 10.3389/fdata.2019.00045

45,188 views
112 citations

Original Research

Published on 26 Nov 2019

ScholarCitation: Chinese Scholar Citation Analysis Based on ScholarSpace in the Field of Computer Science

in Data Mining and Management

Hanting Su
Zhuoya Fan
Chen Cao
Yi Zhang
Shuo Wang
Xiaofeng Meng

Frontiers in Big Data

doi 10.3389/fdata.2019.00041

4,653 views
1 citation

Perspective

Published on 12 Nov 2019

Challenges and Legal Gaps of Genetic Profiling in the Era of Big Data

in Big Data Networks

Murat Sariyar
Irene Schlünder

Frontiers in Big Data

doi 10.3389/fdata.2019.00040

17,231 views
7 citations

Original Research

Published on 05 Nov 2019

A New Optical Remote Sensing Technique for High-Resolution Mapping of Soil Moisture

in Data-driven Climate Sciences

Ebrahim Babaeian
Paheding Sidike
Maria S. Newcomb
Maitiniyazi Maimaitijiang
Scott A. White
Jeffrey Demieville
Richard W. Ward
Morteza Sadeghi
David S. LeBauer
Scott B. Jones

Frontiers in Big Data

doi 10.3389/fdata.2019.00037

13,951 views
37 citations

Original Research

Published on 05 Nov 2019

Is Performance of Scholars Correlated to Their Research Collaboration Patterns?

in Data Mining and Management

Hyeon-Ju Jeon
O-Joun Lee
Jason J. Jung

Frontiers in Big Data

doi 10.3389/fdata.2019.00039

4,136 views
7 citations

Original Research

Published on 31 Oct 2019

From Big Scholarly Data to Solution-Oriented Knowledge Repository

in Data Mining and Management

Yu Zhang
Min Wang
Morteza Saberi
Elizabeth Chang

Frontiers in Big Data

doi 10.3389/fdata.2019.00038

4,673 views
11 citations

Original Research

Published on 23 Oct 2019

Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks

in Data-driven Climate Sciences

Basil Kraft
Martin Jung
Marco Körner
Christian Requena Mesa
José Cortés
Markus Reichstein

Frontiers in Big Data

doi 10.3389/fdata.2019.00031

7,497 views
29 citations

Review

Published on 08 Oct 2019

TGx-DDI, a Transcriptomic Biomarker for Genotoxicity Hazard Assessment of Pharmaceuticals and Environmental Chemicals

in Medicine and Public Health

Heng-Hong Li
Carole L. Yauk
Renxiang Chen
Daniel R. Hyduke
Andrew Williams
Roland Frötschl
Heidrun Ellinger-Ziegelbauer
Syril Pettit
Jiri Aubrecht
Albert J. Fornace

Frontiers in Big Data

doi 10.3389/fdata.2019.00036

8,810 views
29 citations

Perspective

Published on 01 Oct 2019

Experimenting With Algorithms and Memory-Making: Lived Experience and Future-Oriented Ethics in Critical Data Science

in Data Mining and Management

Annette N. Markham
Gabriel Pereira

Frontiers in Big Data

doi 10.3389/fdata.2019.00035

5,159 views
4 citations