Original Research
Published on 07 Oct 2020
Causal Learning From Predictive Modeling for Observational Data
Frontiers in Big Data
doi 10.3389/fdata.2020.535976
- 20,634 views
- 14 citations
715 Publications
volumes
Volume 3 - 2020
Original Research
Published on 24 Sep 2020
The Role of Cue Utilization and Cognitive Load in the Recognition of Phishing Emails
Frontiers in Big Data
doi 10.3389/fdata.2020.546860
- 7,729 views
- 15 citations
Review
Published on 18 Sep 2020
Big Data and the Little Big Bang: An Epistemological (R)evolution
Frontiers in Big Data
doi 10.3389/fdata.2020.00031
- 18,777 views
- 31 citations
Review
Published on 10 Sep 2020
Next-Generation Digital Ecosystem for Climate Data Mining and Knowledge Discovery: A Review of Digital Data Collection Technologies
Frontiers in Big Data
doi 10.3389/fdata.2020.00029
- 21,884 views
- 44 citations
Mini Review
Published on 02 Sep 2020
Considerations for a More Ethical Approach to Data in AI: On Data Representation and Infrastructure
Frontiers in Big Data
doi 10.3389/fdata.2020.00025
- 14,453 views
- 41 citations
Original Research
Published on 28 Aug 2020
R*-Grove: Balanced Spatial Partitioning for Large-Scale Datasets
Frontiers in Big Data
doi 10.3389/fdata.2020.00028
- 9,286 views
- 21 citations
Hypothesis and Theory
Published on 14 Aug 2020
Embodied Predictions, Agency, and Psychosis
Frontiers in Big Data
doi 10.3389/fdata.2020.00027
- 11,247 views
- 54 citations
Original Research
Published on 12 Aug 2020
Statistical Disease Progression Modeling in Alzheimer Disease
Frontiers in Big Data
doi 10.3389/fdata.2020.00024
- 25,740 views
- 75 citations
Brief Research Report
Published on 24 Jul 2020
Novel Criteria for When and How to Exit a COVID-19 Pandemic Lockdown
Frontiers in Big Data
doi 10.3389/fdata.2020.00026
- 5,073 views
- 5 citations
Review
Published on 22 Jul 2020
Vulnerabilities of Connectionist AI Applications: Evaluation and Defense
Frontiers in Big Data
doi 10.3389/fdata.2020.00023
- 16,089 views
- 23 citations
Original Research
Published on 19 Jun 2020
Conditional MaxRS Query for Evolving Spatial Data
Frontiers in Big Data
doi 10.3389/fdata.2020.00020
- 6,522 views
- 2 citations
Technology and Code
Published on 17 Jun 2020
The ADC API: A Web API for the Programmatic Query of the AIRR Data Commons
Frontiers in Big Data
doi 10.3389/fdata.2020.00022
- 10,368 views
- 43 citations
Correction
Published on 10 Jun 2020
Corrigendum: FoodKG: A Tool to Enrich Knowledge Graphs Using Machine Learning Techniques
Frontiers in Big Data
doi 10.3389/fdata.2020.00021
- 3,912 views
Original Research
Published on 03 Jun 2020
Deep Learning Optimizes Data-Driven Representation of Soil Organic Carbon in Earth System Model Over the Conterminous United States
Frontiers in Big Data
doi 10.3389/fdata.2020.00017
- 14,892 views
- 48 citations
Original Research
Published on 02 Jun 2020
Reducing Annotation Burden Through Multimodal Learning
Frontiers in Big Data
doi 10.3389/fdata.2020.00019
- 7,645 views
- 20 citations
Methods
Published on 28 May 2020
Variational Autoencoder Modular Bayesian Networks for Simulation of Heterogeneous Clinical Study Data
Frontiers in Big Data
doi 10.3389/fdata.2020.00016
- 12,037 views
- 40 citations
Hypothesis and Theory
Published on 19 May 2020
Theory In, Theory Out: The Uses of Social Theory in Machine Learning for Social Science
Frontiers in Big Data
doi 10.3389/fdata.2020.00018
- 36,441 views
- 53 citations
Original Research
Published on 08 May 2020
Accelerating Spatial Cross-Matching on CPU-GPU Hybrid Platform With CUDA and OpenACC
Frontiers in Big Data
doi 10.3389/fdata.2020.00014
- 7,747 views
- 5 citations
Original Research
Published on 05 May 2020
Quantitatively Measuring Privacy in Interactive Query Settings Within RDBMS Framework
Frontiers in Big Data
doi 10.3389/fdata.2020.00011
- 6,936 views
- 2 citations
Brief Research Report
Published on 30 Apr 2020
Improving Diagnosis of Depression With XGBOOST Machine Learning Model and a Large Biomarkers Dutch Dataset (n = 11,081)
Frontiers in Big Data
doi 10.3389/fdata.2020.00015
- 24,106 views
- 126 citations
Technology and Code
Published on 29 Apr 2020
FoodKG: A Tool to Enrich Knowledge Graphs Using Machine Learning Techniques
Frontiers in Big Data
doi 10.3389/fdata.2020.00012
- 13,394 views
- 25 citations
Original Research
Published on 28 Apr 2020
Leveraging Big Data and Analytics to Improve Food, Energy, and Water System Sustainability
Frontiers in Big Data
doi 10.3389/fdata.2020.00013
- 10,691 views
- 18 citations
Original Research
Published on 09 Apr 2020
Agricultural Drought Monitoring via the Assimilation of SMAP Soil Moisture Retrievals Into a Global Soil Water Balance Model
Frontiers in Big Data
doi 10.3389/fdata.2020.00010
- 17,995 views
- 69 citations
Original Research
Published on 19 Mar 2020
AI in Healthcare: Time-Series Forecasting Using Statistical, Neural, and Ensemble Architectures
Frontiers in Big Data
doi 10.3389/fdata.2020.00004
- 66,336 views
- 173 citations