---
title: "Artificial Intelligence 2020 — papers — Elamur Research"
description: "Artificial Intelligence 2020 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/artificial-intelligence/2020/"
---
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[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/artificial-intelligence/) / 2020

# 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.

[**95** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/artificial-intelligence/2020/#works) · [**276** citations of these works](https://md.research.elamur.ai/free/en/venues/artificial-intelligence/2020/#works)

## 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 ↗](https://doi.org/10.1016/j.artint.2020.103448)**Wenhan Luo, Junliang Xing, Anton Milan et al.*1,099 citations*
2. **[Evaluating XAI: A comparison of rule-based and example-based explanations ↗](https://doi.org/10.1016/j.artint.2020.103404)**Jasper van der Waa, Elisabeth G.I. Nieuwburg, Anita Cremers et al.*391 citations*
3. **[Explanation in AI and law: Past, present and future ↗](https://doi.org/10.1016/j.artint.2020.103387)**Katie M. Atkinson, Trevor J. M. Bench-Capon, Danushka Bollegala*178 citations*
4. **[Interestingness elements for explainable reinforcement learning: Understanding agents' capabilities and limitations ↗](https://doi.org/10.1016/j.artint.2020.103367)**Pedro Sequeira, Melinda T. Gervasio*104 citations*
5. **[Evaluating local explanation methods on ground truth ↗](https://doi.org/10.1016/j.artint.2020.103428)**Riccardo Guidotti*98 citations*
6. **[Adapting a kidney exchange algorithm to align with human values ↗](https://doi.org/10.1016/j.artint.2020.103261)**Rachel Freedman, Jana Schaich Borg, Walter P. Sinnott-Armstrong et al.*87 citations*
7. **[Swarm intelligence for self-organized clustering ↗](https://doi.org/10.1016/j.artint.2020.103237)**Michael Christoph Thrun, Alfred Ultsch*84 citations*
8. **[Designing normative theories for ethical and legal reasoning: LogiKEy framework, methodology, and tool support ↗](https://doi.org/10.1016/j.artint.2020.103348)**Christoph Benzmüller, Xavier Parent, Leendert van der Torre*62 citations*
9. **[Combining gaze and AI planning for online human intention recognition ↗](https://doi.org/10.1016/j.artint.2020.103275)**Ronal Singh, Tim Miller, Joshua Newn et al.*60 citations*
10. **[PopMNet: Generating structured pop music melodies using neural networks ↗](https://doi.org/10.1016/j.artint.2020.103303)**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 ↗](https://doi.org/10.1016/j.artint.2020.103448)**Wenhan Luo, Junliang Xing, Anton Milan et al.*1,099 citations*
2. **[Evaluating XAI: A comparison of rule-based and example-based explanations ↗](https://doi.org/10.1016/j.artint.2020.103404)**Jasper van der Waa, Elisabeth G.I. Nieuwburg, Anita Cremers et al.*391 citations*
3. **[Explanation in AI and law: Past, present and future ↗](https://doi.org/10.1016/j.artint.2020.103387)**Katie M. Atkinson, Trevor J. M. Bench-Capon, Danushka Bollegala*178 citations*
4. **[Interestingness elements for explainable reinforcement learning: Understanding agents' capabilities and limitations ↗](https://doi.org/10.1016/j.artint.2020.103367)**Pedro Sequeira, Melinda T. Gervasio*104 citations*
5. **[Evaluating local explanation methods on ground truth ↗](https://doi.org/10.1016/j.artint.2020.103428)**Riccardo Guidotti*98 citations*
6. **[Adapting a kidney exchange algorithm to align with human values ↗](https://doi.org/10.1016/j.artint.2020.103261)**Rachel Freedman, Jana Schaich Borg, Walter P. Sinnott-Armstrong et al.*87 citations*
7. **[Swarm intelligence for self-organized clustering ↗](https://doi.org/10.1016/j.artint.2020.103237)**Michael Christoph Thrun, Alfred Ultsch*84 citations*
8. **[Designing normative theories for ethical and legal reasoning: LogiKEy framework, methodology, and tool support ↗](https://doi.org/10.1016/j.artint.2020.103348)**Christoph Benzmüller, Xavier Parent, Leendert van der Torre*62 citations*
9. **[Combining gaze and AI planning for online human intention recognition ↗](https://doi.org/10.1016/j.artint.2020.103275)**Ronal Singh, Tim Miller, Joshua Newn et al.*60 citations*
10. **[PopMNet: Generating structured pop music melodies using neural networks ↗](https://doi.org/10.1016/j.artint.2020.103303)**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 ↗](https://doi.org/10.1016/j.artint.2019.103230)**Yiyuan Wang, Shaowei Cai, Jiejiang Chen et al.*56 citations*
12. **[Ethical approaches and autonomous systems ↗](https://doi.org/10.1016/j.artint.2020.103239)**Trevor J. M. Bench-Capon*55 citations*
13. **[How do fairness definitions fare? Testing public attitudes towards three algorithmic definitions of fairness in loan allocations ↗](https://doi.org/10.1016/j.artint.2020.103238)**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 ↗](https://doi.org/10.1016/j.artint.2020.103354)**Shaowei Cai, Zhendong Lei*48 citations*
15. **[Memetic algorithms outperform evolutionary algorithms in multimodal optimisation ↗](https://doi.org/10.1016/j.artint.2020.103345)**Phan Trung Hai Nguyen, Dirk Sudholt*43 citations*
16. **[Negotiating team formation using deep reinforcement learning ↗](https://doi.org/10.1016/j.artint.2020.103356)**Yoram Bachrach, Richard Everett, Edward Hughes et al.*40 citations*
17. **[Qualitative case-based reasoning and learning ↗](https://doi.org/10.1016/j.artint.2020.103258)**Thiago Pedro Donadon Homem, Paulo Eduardo Santos, Anna Helena Reali Costa et al.*39 citations*
18. **[Rethinking epistemic logic with belief bases ↗](https://doi.org/10.1016/j.artint.2020.103233)**Emiliano Lorini*39 citations*
19. **[Synchronous bidirectional inference for neural sequence generation ↗](https://doi.org/10.1016/j.artint.2020.103234)**Jiajun Zhang, Long Zhou, Yang Zhao et al.*38 citations*
20. **[Robust learning with imperfect privileged information ↗](https://doi.org/10.1016/j.artint.2020.103246)**Xue Li, Bo Du, Chang Xu et al.*36 citations*
21. **[Fair navigation planning: A resource for characterizing and designing fairness in mobile robots ↗](https://doi.org/10.1016/j.artint.2020.103259)**Martim Brandão, Marina Denise Jirotka, Helena Webb et al.*34 citations*
22. **[Price of Pareto Optimality in hedonic games ↗](https://doi.org/10.1016/j.artint.2020.103357)**Edith Elkind, Angelo Fanelli, Michele Flammini*31 citations*
23. **[A technical survey on statistical modelling and design methods for crowdsourcing quality control ↗](https://doi.org/10.1016/j.artint.2020.103351)**Yuan Jin, Mark Carman, Ye Zhu et al.*30 citations*
24. **[Boolean algebras of conditionals, probability and logic ↗](https://doi.org/10.1016/j.artint.2020.103347)**Tommaso Flaminio, Lluı́s Godo, Hykel Hosni*30 citations*
25. **[Epistemic graphs for representing and reasoning with positive and negative influences of arguments ↗](https://doi.org/10.1016/j.artint.2020.103236)**Anthony Hunter, Sylwia Polberg, Matthias Thimm*30 citations*

[See all 95 papers in Artificial Intelligence 2020 — papers →](https://md.research.elamur.ai/free/en/venues/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 Networks](https://md.research.elamur.ai/free/en/papers/badreddine-2020-logic-tensor-networks/) [Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/artificial-intelligence/)**Samy Badreddine, Artur d'Avila Garcez, Luciano Serafini, et al.*2020 · 276 citations*

## Fields

[Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Artur d'Avila Garcez**1 work here · 276 citations](https://md.research.elamur.ai/free/en/authors/artur-d-avila-garcez/)

## Top institutions

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

[🔬**Fondazione Bruno Kessler** Trento · Italy 1 work here](https://md.research.elamur.ai/free/en/labs/fondazione-bruno-kessler/)

works and citations from OpenAlex and our library.

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