OOIR: Observatory of International Research

Papers

(The H4-Index of Artificial Intelligence is 26. 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
Multiple object tracking: A literature review	336
A survey of inverse reinforcement learning: Challenges, methods and progress	194
What do we want from Explainable Artificial Intelligence (XAI)? – A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research	192
Reward is enough	190
Explaining individual predictions when features are dependent: More accurate approximations to Shapley values	187
Evaluating XAI: A comparison of rule-based and example-based explanations	135
Explaining black-box classifiers using post-hoc explanations-by-example: The effect of explanations and error-rates in XAI user studies	92
Knowledge graphs as tools for explainable machine learning: A survey	83
Explanation in AI and law: Past, present and future	65
Using ontologies to enhance human understandability of global post-hoc explanations of black-box models	58
Logic Tensor Networks	54
GLocalX - From Local to Global Explanations of Black Box AI Models	53
Relation between prognostics predictor evaluation metrics and local interpretability SHAP values	50
Interestingness elements for explainable reinforcement learning: Understanding agents' capabilities and limitations	45
Levels of explainable artificial intelligence for human-aligned conversational explanations	45
A review of possible effects of cognitive biases on interpretation of rule-based machine learning models	44
Evaluating local explanation methods on ground truth	43
Swarm intelligence for self-organized clustering	42
Analyzing Differentiable Fuzzy Logic Operators	40
Toward personalized XAI: A case study in intelligent tutoring systems	39
Enhanced aspect-based sentiment analysis models with progressive self-supervised attention learning	32
Combining gaze and AI planning for online human intention recognition	29
Sensitive loss: Improving accuracy and fairness of face representations with discrimination-aware deep learning	29
Neural probabilistic logic programming in DeepProbLog	28
Robust learning with imperfect privileged information	26

Multi-view graph convolutional networks with attention mechanism	26
Multi-agent pathfinding with continuous time	26
Qualitative case-based reasoning and learning	26