Robert Zinkov

19 total papers · 1.1k total citations
5 papers, 347 citations indexed

About

Robert Zinkov is a scholar working on Artificial Intelligence, Clinical Psychology and Pulmonary and Respiratory Medicine. According to data from OpenAlex, Robert Zinkov has authored 5 papers receiving a total of 347 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Artificial Intelligence, 1 paper in Clinical Psychology and 1 paper in Pulmonary and Respiratory Medicine. Recurrent topics in Robert Zinkov's work include Gaussian Processes and Bayesian Inference (1 paper), Evolutionary Algorithms and Applications (1 paper) and Time Series Analysis and Forecasting (1 paper). Robert Zinkov is often cited by papers focused on Gaussian Processes and Bayesian Inference (1 paper), Evolutionary Algorithms and Applications (1 paper) and Time Series Analysis and Forecasting (1 paper). Robert Zinkov collaborates with scholars based in United States, United Kingdom and Canada. Robert Zinkov's co-authors include Junpeng Lao, Osvaldo A. Martin, Thomas V. Wiecki, Michael Osthege, Virgile Andreani, Christian C. Luhmann, Oriol Abril, Ravin Kumar, Christopher Fonnesbeck and Michael L. Littman and has published in prestigious journals such as Proceedings of the National Academy of Sciences, PeerJ Computer Science and National Conference on Artificial Intelligence.

In The Last Decade

Robert Zinkov

5 papers receiving 325 citations

Hit Papers

normalize citations (0→100%) normalize lifespan (0→100%) sort by overperformance

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 benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

PyMC: a modern, and comprehensive probabilistic programming framework in Python

2023 226 citations Oriol Abril, Virgile Andreani et al. PeerJ Computer Science profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Robert Zinkov	87	37	33	31	30	5	347
Virgile Andreani	26 0.3×	8 0.2×	25 0.8×	90 2.9×	4 0.1×	6	320
Alhanoof Althnian	80 0.9×	23 0.6×	7 0.2×	11 0.4×	16 0.5×	12	317
Aaron Fisher	99 1.1×	5 0.1×	28 0.8×	46 1.5×	11 0.4×	13	353
Georgios Arampatzis	47 0.5×	30 0.8×	8 0.2×	21 0.7×	5 0.2×	15	297
Márton Gruiz	28 0.3×	7 0.2×	17 0.5×	25 0.8×	6 0.2×	6	369
Jonathan McPherson	37 0.4×	10 0.3×	9 0.3×	68 2.2×	4 0.1×	4	292
Daniel Grady	15 0.2×	20 0.5×	12 0.4×	43 1.4×	2 0.1×	14	368
Amelie Schäfer	30 0.3×	19 0.5×	78 2.4×	88 2.8×	10 0.3×	10	336
Malgorzata Turalska	17 0.2×	24 0.6×	70 2.1×	35 1.1×	6 0.2×	22	377
Zhang Yong-li	46 0.5×	3 0.1×	12 0.4×	22 0.7×	6 0.2×	15	337

Countries citing papers authored by Robert Zinkov

Since Specialization

Citations

This map shows the geographic impact of Robert Zinkov'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 Robert Zinkov with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Robert Zinkov more than expected).

Fields of papers citing papers by Robert Zinkov

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Robert Zinkov. 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 Robert Zinkov. The network helps show where Robert Zinkov may publish in the future.

Co-authorship network of co-authors of Robert Zinkov

This figure shows the co-authorship network connecting the top 25 collaborators of Robert Zinkov. A scholar is included among the top collaborators of Robert Zinkov 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 Robert Zinkov. Robert Zinkov is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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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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