OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Artificial Intelligence Research is 24. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

Article	Citations
A Survey on the Explainability of Supervised Machine Learning	397
Mapping the landscape of Artificial Intelligence applications against COVID-19	266
Confident Learning: Estimating Uncertainty in Dataset Labels	228
Benchmark and Survey of Automated Machine Learning Frameworks	159
Neural Machine Translation: A Review	110
Explainable Deep Learning: A Field Guide for the Uninitiated	103
Socially Responsible AI Algorithms: Issues, Purposes, and Challenges	53
On the Tractability of SHAP Explanations	43
Efficient Large-Scale Multi-Drone Delivery using Transit Networks	38
A Survey of Algorithms for Black-Box Safety Validation of Cyber-Physical Systems	36
Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning	36
Game Plan: What AI can do for Football, and What Football can do for AI	35
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods	34
Compositionality Decomposed: How do Neural Networks Generalise?	34
Classifier Chains: A Review and Perspectives	33
Multiobjective Tree-Structured Parzen Estimator	29
Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes	29
A Theoretical Perspective on Hyperdimensional Computing	29
Towards Continual Reinforcement Learning: A Review and Perspectives	28
Ontology Reasoning with Deep Neural Networks	27
Deep Reinforcement Learning: A State-of-the-Art Walkthrough	27
Graph Kernels: A Survey	27
Survey and Evaluation of Causal Discovery Methods for Time Series	26
Superintelligence Cannot be Contained: Lessons from Computability Theory	24
The Application of Machine Learning Techniques for Predicting Match Results in Team Sport: A Review	24