📰 Artificial Intelligence 2020 — papers

The works of Artificial Intelligence published in 2020 that our library holds (publisher: Elsevier BV): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Multiple object tracking: A literature review ↗Wenhan Luo, Junliang Xing, Anton Milan et al.1,099 citations
2. Evaluating XAI: A comparison of rule-based and example-based explanations ↗Jasper van der Waa, Elisabeth G.I. Nieuwburg, Anita Cremers et al.391 citations
3. Explanation in AI and law: Past, present and future ↗Katie M. Atkinson, Trevor J. M. Bench-Capon, Danushka Bollegala178 citations
4. Interestingness elements for explainable reinforcement learning: Understanding agents' capabilities and limitations ↗Pedro Sequeira, Melinda T. Gervasio104 citations
5. Evaluating local explanation methods on ground truth ↗Riccardo Guidotti98 citations
6. Adapting a kidney exchange algorithm to align with human values ↗Rachel Freedman, Jana Schaich Borg, Walter P. Sinnott-Armstrong et al.87 citations
7. Swarm intelligence for self-organized clustering ↗Michael Christoph Thrun, Alfred Ultsch84 citations
8. Designing normative theories for ethical and legal reasoning: LogiKEy framework, methodology, and tool support ↗Christoph Benzmüller, Xavier Parent, Leendert van der Torre62 citations
9. Combining gaze and AI planning for online human intention recognition ↗Ronal Singh, Tim Miller, Joshua Newn et al.60 citations
10. PopMNet: Generating structured pop music melodies using neural networks ↗Jian Wu, Xiaoguang Liu, Xiaolin Hu et al.57 citations

All works of the year (95)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. Multiple object tracking: A literature review ↗Wenhan Luo, Junliang Xing, Anton Milan et al.1,099 citations
2. Evaluating XAI: A comparison of rule-based and example-based explanations ↗Jasper van der Waa, Elisabeth G.I. Nieuwburg, Anita Cremers et al.391 citations
3. Explanation in AI and law: Past, present and future ↗Katie M. Atkinson, Trevor J. M. Bench-Capon, Danushka Bollegala178 citations
4. Interestingness elements for explainable reinforcement learning: Understanding agents' capabilities and limitations ↗Pedro Sequeira, Melinda T. Gervasio104 citations
5. Evaluating local explanation methods on ground truth ↗Riccardo Guidotti98 citations
6. Adapting a kidney exchange algorithm to align with human values ↗Rachel Freedman, Jana Schaich Borg, Walter P. Sinnott-Armstrong et al.87 citations
7. Swarm intelligence for self-organized clustering ↗Michael Christoph Thrun, Alfred Ultsch84 citations
8. Designing normative theories for ethical and legal reasoning: LogiKEy framework, methodology, and tool support ↗Christoph Benzmüller, Xavier Parent, Leendert van der Torre62 citations
9. Combining gaze and AI planning for online human intention recognition ↗Ronal Singh, Tim Miller, Joshua Newn et al.60 citations
10. PopMNet: Generating structured pop music melodies using neural networks ↗Jian Wu, Xiaoguang Liu, Xiaolin Hu et al.57 citations
11. SCCWalk: An efficient local search algorithm and its improvements for maximum weight clique problem ↗Yiyuan Wang, Shaowei Cai, Jiejiang Chen et al.56 citations
12. Ethical approaches and autonomous systems ↗Trevor J. M. Bench-Capon55 citations
13. How do fairness definitions fare? Testing public attitudes towards three algorithmic definitions of fairness in loan allocations ↗Nripsuta Ani Saxena, Karen Huang, Evan DeFilippis et al.49 citations
14. Old techniques in new ways: Clause weighting, unit propagation and hybridization for maximum satisfiability ↗Shaowei Cai, Zhendong Lei48 citations
15. Memetic algorithms outperform evolutionary algorithms in multimodal optimisation ↗Phan Trung Hai Nguyen, Dirk Sudholt43 citations
16. Negotiating team formation using deep reinforcement learning ↗Yoram Bachrach, Richard Everett, Edward Hughes et al.40 citations
17. Qualitative case-based reasoning and learning ↗Thiago Pedro Donadon Homem, Paulo Eduardo Santos, Anna Helena Reali Costa et al.39 citations
18. Rethinking epistemic logic with belief bases ↗Emiliano Lorini39 citations
19. Synchronous bidirectional inference for neural sequence generation ↗Jiajun Zhang, Long Zhou, Yang Zhao et al.38 citations
20. Robust learning with imperfect privileged information ↗Xue Li, Bo Du, Chang Xu et al.36 citations
21. Fair navigation planning: A resource for characterizing and designing fairness in mobile robots ↗Martim Brandão, Marina Denise Jirotka, Helena Webb et al.34 citations
22. Price of Pareto Optimality in hedonic games ↗Edith Elkind, Angelo Fanelli, Michele Flammini31 citations
23. A technical survey on statistical modelling and design methods for crowdsourcing quality control ↗Yuan Jin, Mark Carman, Ye Zhu et al.30 citations
24. Boolean algebras of conditionals, probability and logic ↗Tommaso Flaminio, Lluı́s Godo, Hykel Hosni30 citations
25. Epistemic graphs for representing and reasoning with positive and negative influences of arguments ↗Anthony Hunter, Sylwia Polberg, Matthias Thimm30 citations

See all 95 papers in Artificial Intelligence 2020 — papers →

📄 Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. Logic Tensor NetworksArtificial IntelligenceSamy Badreddine, Artur d'Avila Garcez, Luciano Serafini, et al.2020 · 276 citations

📚 Fields

🖥️Computer Science (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🔬Fondazione Bruno KesslerTrento · Italy1 work here

works and citations from OpenAlex and our library.

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