Andrea Bommert

17 total papers · 907 total citations
9 papers, 570 citations indexed

About

Andrea Bommert is a scholar working on Artificial Intelligence, Statistics and Probability and Molecular Biology. According to data from OpenAlex, Andrea Bommert has authored 9 papers receiving a total of 570 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Artificial Intelligence, 4 papers in Statistics and Probability and 3 papers in Molecular Biology. Recurrent topics in Andrea Bommert's work include Machine Learning and Data Classification (6 papers), Statistical Methods and Inference (3 papers) and Gene expression and cancer classification (3 papers). Andrea Bommert is often cited by papers focused on Machine Learning and Data Classification (6 papers), Statistical Methods and Inference (3 papers) and Gene expression and cancer classification (3 papers). Andrea Bommert collaborates with scholars based in Germany and Canada. Andrea Bommert's co-authors include Jörg Rahnenführer, Michel Lang, Xudong Sun, Bernd Bischl, Thomas Welchowski, Matthias Schmid, Franziska Kappenberg, Nicholas Schreck, Alla Slynko and Axel Benner and has published in prestigious journals such as PLoS ONE, Briefings in Bioinformatics and Computational Statistics & Data Analysis.

In The Last Decade

Andrea Bommert

7 papers receiving 556 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.

Benchmark for filter methods for feature selection in high-dimensional classification data

2019 448 citations Andrea Bommert, Xudong Sun et al. Computational Statistics & Data Analysis profile →

Author Peers

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

Author						Papers	Cites
Andrea Bommert	246	120	94	51	40	9	570
Utkarsh Mahadeo Khaire	250 1.0×	73 0.6×	90 1.0×	36 0.7×	47 1.2×	13	504
Shih-Wen Ke	244 1.0×	111 0.9×	66 0.7×	59 1.2×	29 0.7×	11	623
Laura Elena Raileanu	210 0.9×	77 0.6×	106 1.1×	55 1.1×	34 0.8×	12	563
Zhen Yang	186 0.8×	68 0.6×	105 1.1×	27 0.5×	28 0.7×	13	574
Mohamed Bennasar	282 1.1×	95 0.8×	209 2.2×	55 1.1×	59 1.5×	17	657
I C G Campbell	427 1.7×	82 0.7×	183 1.9×	48 0.9×	20 0.5×	10	667
Su-Wen Huang	157 0.6×	47 0.4×	64 0.7×	48 0.9×	40 1.0×	9	605
Saúl Solorio-Fernández	361 1.5×	82 0.7×	212 2.3×	66 1.3×	25 0.6×	8	653
Simon Bernard	181 0.7×	80 0.7×	84 0.9×	31 0.6×	28 0.7×	16	507
Pablo Bermejo	329 1.3×	77 0.6×	135 1.4×	92 1.8×	29 0.7×	26	583

Countries citing papers authored by Andrea Bommert

Since Specialization

Citations

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

Fields of papers citing papers by Andrea Bommert

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Andrea Bommert

This figure shows the co-authorship network connecting the top 25 collaborators of Andrea Bommert. A scholar is included among the top collaborators of Andrea Bommert 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 Andrea Bommert. Andrea Bommert 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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