Andrew Smart

2.3k total citations · 1 hit paper
20 papers, 935 citations indexed

About

Andrew Smart is a scholar working on Artificial Intelligence, Safety Research and Public Health, Environmental and Occupational Health. According to data from OpenAlex, Andrew Smart has authored 20 papers receiving a total of 935 indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Artificial Intelligence, 6 papers in Safety Research and 4 papers in Public Health, Environmental and Occupational Health. Recurrent topics in Andrew Smart's work include Ethics and Social Impacts of AI (6 papers), Explainable Artificial Intelligence (XAI) (4 papers) and Biomedical Ethics and Regulation (3 papers). Andrew Smart is often cited by papers focused on Ethics and Social Impacts of AI (6 papers), Explainable Artificial Intelligence (XAI) (4 papers) and Biomedical Ethics and Regulation (3 papers). Andrew Smart collaborates with scholars based in United States, United Kingdom and Bulgaria. Andrew Smart's co-authors include Margaret Mitchell, Parker Barnes, Ben Hutchinson, Timnit Gebru, Inioluwa Deborah Raji, Jamila Smith-Loud, Emily Denton, Alex Hanna, Razvan Amironesei and Oddur Kjartansson and has published in prestigious journals such as Nature Reviews Genetics, British Food Journal and Basic & Clinical Pharmacology & Toxicology.

In The Last Decade

Andrew Smart

20 papers receiving 884 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Closing the AI accountability gap

2020 407 citations Inioluwa Deborah Raji, Andrew Smart et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Andrew Smart United States	10	443	369	145	120	119	20	935
Scott Thiebes Germany	15	153 0.3×	245 0.7×	95 0.7×	164 1.4×	204 1.7×	51	988
Gianclaudio Malgieri Belgium	16	320 0.7×	494 1.3×	141 1.0×	159 1.3×	326 2.7×	50	1.1k
Danding Wang China	8	290 0.7×	698 1.9×	173 1.2×	151 1.3×	146 1.2×	18	1.0k
Kuntal Dey India	15	311 0.7×	638 1.7×	88 0.6×	175 1.5×	78 0.7×	54	1.1k
Corinne Cath United Kingdom	8	341 0.8×	259 0.7×	153 1.1×	90 0.8×	127 1.1×	16	803
Ashraf Abdul Singapore	6	304 0.7×	657 1.8×	173 1.2×	99 0.8×	59 0.5×	7	956
Adriano Koshiyama United Kingdom	14	262 0.6×	287 0.8×	112 0.8×	107 0.9×	53 0.4×	75	667
Philipp Hacker Germany	14	223 0.5×	301 0.8×	124 0.9×	161 1.3×	89 0.7×	60	759
Sara Hajian Iran	12	299 0.7×	436 1.2×	45 0.3×	126 1.1×	168 1.4×	28	769
Faisal Kamiran Pakistan	16	963 2.2×	1.2k 3.4×	147 1.0×	224 1.9×	240 2.0×	38	1.8k

Countries citing papers authored by Andrew Smart

Since Specialization

Citations

This map shows the geographic impact of Andrew Smart's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Andrew Smart with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andrew Smart more than expected).

Fields of papers citing papers by Andrew Smart

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Andrew Smart. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Andrew Smart. The network helps show where Andrew Smart may publish in the future.

Co-authorship network of co-authors of Andrew Smart

This figure shows the co-authorship network connecting the top 25 collaborators of Andrew Smart. A scholar is included among the top collaborators of Andrew Smart based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Andrew Smart. Andrew Smart is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Smart, Andrew, et al.. (2024). Unsocial Intelligence: An Investigation of the Assumptions of AGI Discourse. Proceedings of the AAAI/ACM Conference on AI Ethics and Society. 7. 141–155. 2 indexed citations

Smart, Andrew & Atoosa Kasirzadeh. (2024). Beyond model interpretability: socio-structural explanations in machine learning. AI & Society. 40(4). 2045–2053. 4 indexed citations

Smart, Andrew, et al.. (2024). The reanimation of pseudoscience in machine learning and its ethical repercussions. Patterns. 5(9). 101027–101027. 7 indexed citations

Christin, Angèle, et al.. (2023). Walking the Walk of AI Ethics: Organizational Challenges and the Individualization of Risk among Ethics Entrepreneurs. arXiv (Cornell University). 217–226. 35 indexed citations

Rostamzadeh, Negar, Diana Mincu, Subhrajit Roy, et al.. (2022). Healthsheet: Development of a Transparency Artifact for Health Datasets. 1943–1961. 37 indexed citations

Smart, Andrew, et al.. (2021). Autonomous Vehicle Safety Assessment with Fully Quantified ODDs. SAE International Journal of Advances and Current Practices in Mobility. 4(1). 270–277. 2 indexed citations

Smart, Andrew. (2021). Engaging patients from minority ethnic groups with clinical trials for blood cancer. ResearchSPAce (Bath Spa University). 3 indexed citations

Hutchinson, Ben, Andrew Smart, Alex Hanna, et al.. (2021). Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure. 560–575. 147 indexed citations

Wishart, Jeffrey, et al.. (2021). Literature Review of Verification and Validation Activities of Automated Driving Systems. 3(4). 267–323. 22 indexed citations

10.

Denton, Emily, et al.. (2021). On the genealogy of machine learning datasets: A critical history of ImageNet. Big Data & Society. 8(2). 122 indexed citations

11.

Phillips, Rhonda, et al.. (2020). Introduction to the Special Issue: Intersections of Artificial Intelligence and Community Well-Being. 3(4). 425–435. 1 indexed citations

12.

Smart, Andrew, et al.. (2020). Why Reliabilism Is not Enough. Proceedings of the AAAI/ACM Conference on AI Ethics and Society. 372–377. 3 indexed citations

13.

Raji, Inioluwa Deborah, Andrew Smart, Margaret Mitchell, et al.. (2020). Closing the AI accountability gap. 33–44. 407 indexed citations breakdown →

14.

Read, Cai, Peiran Yang, Rhoda E. Kuc, et al.. (2019). Apelin peptides linked to anti‐serum albumin domain antibodies retain affinity in vitro and are efficacious receptor agonists in vivo. Basic & Clinical Pharmacology & Toxicology. 126(S6). 96–103. 16 indexed citations

15.

Smart, Andrew, et al.. (2013). Risk-Based Performance Management. Palgrave Macmillan UK eBooks. 4 indexed citations

16.

Mathan, Santosh, et al.. (2010). Towards an index of cognitive efficacy EEG-based estimation of cognitive load among individuals experiencing cancer-related cognitive decline. PubMed. 2010. 6595–6598. 9 indexed citations

17.

Gibbons, Susan, Jane Kaye, Andrew Smart, Catherine Heeney, & Michael Parker. (2007). Governing Genetic Databases: Challenges Facing Research Regulation and Practice. Journal of Law and Society. 34(2). 163–189. 32 indexed citations

18.

Smart, Andrew, Paul Martin, & Michael Parker. (2004). Tailored Medicine: Whom Will it Fit? The Ethics of Patient and Disease Stratification. SSRN Electronic Journal. 2 indexed citations

19.

Webster, Andrew, Paul Martin, Graham Lewis, & Andrew Smart. (2004). Integrating pharmacogenetics into society: in search of a model. Nature Reviews Genetics. 5(9). 663–669. 59 indexed citations

20.

Smart, Andrew. (2004). Adrift in the mainstream: Challenges facing the UK vegetarian movement. British Food Journal. 106(2). 79–92. 21 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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