Original Research
Published on 16 Jun 2021
Deep Graph Mapper: Seeing Graphs Through the Neural Lens
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2021.680535
- 5,877 views
- 23 citations
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59 articles
Articles
Original Research
Published on 26 May 2021
Routing of Electric Vehicles With Intermediary Charging Stations: A Reinforcement Learning Approach
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2021.586481
- 7,665 views
- 9 citations
Original Research
Published on 04 May 2021
MARGIN: Uncovering Deep Neural Networks Using Graph Signal Analysis
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2021.589417
- 2,552 views
Original Research
Published on 18 Feb 2021
Subgroup Invariant Perturbation for Unbiased Pre-Trained Model Prediction
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2020.590296
- 3,153 views
- 9 citations
Perspective
Published on 23 Nov 2020
Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2020.577974
- 24,571 views
- 51 citations
Systematic Review
Published on 12 Nov 2020
Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2020.587139
- 19,511 views
- 42 citations
Original Research
Published on 07 Oct 2020
Causal Learning From Predictive Modeling for Observational Data
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2020.535976
- 18,481 views
- 14 citations
Mini Review
Published on 02 Sep 2020
Considerations for a More Ethical Approach to Data in AI: On Data Representation and Infrastructure
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2020.00025
- 10,750 views
- 23 citations
General Commentary
Published on 25 Feb 2020
Commentary: A robust data-driven approach identifies four personality types across four large data sets
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2020.00008
- 12,447 views
- 4 citations
Perspective
Published on 22 Jan 2020
Neural-Symbolic Argumentation Mining: An Argument in Favor of Deep Learning and Reasoning
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2019.00052
- 14,104 views
- 9 citations
Specialty Grand Challenge
Published on 19 Nov 2018
Machine Learning and Artificial Intelligence: Two Fellow Travelers on the Quest for Intelligent Behavior in Machines
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2018.00006
- 66,779 views
- 79 citations