Baptiste Gregorutti

1.2k total citations · 1 hit paper
4 papers, 767 citations indexed

About

Baptiste Gregorutti is a scholar working on Statistics and Probability, Molecular Biology and Numerical Analysis. According to data from OpenAlex, Baptiste Gregorutti has authored 4 papers receiving a total of 767 indexed citations (citations by other indexed papers that have themselves been cited), including 2 papers in Statistics and Probability, 1 paper in Molecular Biology and 1 paper in Numerical Analysis. Recurrent topics in Baptiste Gregorutti's work include Statistical Methods and Inference (2 papers), Air Traffic Management and Optimization (1 paper) and Advanced Statistical Methods and Models (1 paper). Baptiste Gregorutti is often cited by papers focused on Statistical Methods and Inference (2 papers), Air Traffic Management and Optimization (1 paper) and Advanced Statistical Methods and Models (1 paper). Baptiste Gregorutti collaborates with scholars based in France. Baptiste Gregorutti's co-authors include Bertrand Michel, Philippe Pierre, Pierre Martinon, Frédéric Bonnans and J. Frédéric Bonnans and has published in prestigious journals such as Journal of Guidance Control and Dynamics, Computational Statistics & Data Analysis and Statistics and Computing.

In The Last Decade

Baptiste Gregorutti

4 papers receiving 752 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.

Correlation and variable importance in random forests

2016 676 citations Baptiste Gregorutti, Bertrand Michel et al. Statistics and Computing profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Baptiste Gregorutti France	3	144	124	121	110	51	4	767
Patrick Schratz Germany	7	113 0.8×	190 1.5×	165 1.4×	184 1.7×	60 1.2×	12	772
Jakob Richter Germany	8	306 2.1×	137 1.1×	135 1.1×	168 1.5×	117 2.3×	19	1.3k
Guoqing Liu China	16	141 1.0×	61 0.5×	57 0.5×	56 0.5×	45 0.9×	114	923
Robin K. S. Hankin New Zealand	18	117 0.8×	90 0.7×	197 1.6×	164 1.5×	25 0.5×	56	923
Timothy Hodson United States	8	120 0.8×	99 0.8×	96 0.8×	130 1.2×	26 0.5×	20	1.1k
Rosa M. Crujeiras Spain	16	145 1.0×	71 0.6×	65 0.5×	121 1.1×	52 1.0×	66	786
Yannig Goude France	17	222 1.5×	98 0.8×	117 1.0×	106 1.0×	17 0.3×	33	1.3k
Steffen Möritz Germany	3	73 0.5×	80 0.6×	126 1.0×	88 0.8×	30 0.6×	4	628
Brandon Greenwell United States	7	81 0.6×	62 0.5×	86 0.7×	67 0.6×	19 0.4×	15	602
Jose L Aznarte Spain	18	268 1.9×	41 0.3×	72 0.6×	256 2.3×	57 1.1×	37	1.2k

Countries citing papers authored by Baptiste Gregorutti

Since Specialization

Citations

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

Fields of papers citing papers by Baptiste Gregorutti

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Baptiste Gregorutti

This figure shows the co-authorship network connecting the top 25 collaborators of Baptiste Gregorutti. A scholar is included among the top collaborators of Baptiste Gregorutti 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 Baptiste Gregorutti. Baptiste Gregorutti 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:

4 of 4 papers shown

1.

Bonnans, J. Frédéric, et al.. (2020). Quantifying the closeness to a set of random curvesviathe mean marginal likelihood. ESAIM Probability and Statistics. 25. 1–30. 1 indexed citations

2.

Bonnans, Frédéric, et al.. (2019). Gaussian Mixture Penalty for Trajectory Optimization Problems. Journal of Guidance Control and Dynamics. 42(8). 1857–1862. 3 indexed citations

3.

Gregorutti, Baptiste, Bertrand Michel, & Philippe Pierre. (2016). Correlation and variable importance in random forests. Statistics and Computing. 27(3). 659–678. 676 indexed citations breakdown →

4.

Gregorutti, Baptiste, Bertrand Michel, & Philippe Pierre. (2015). Grouped variable importance with random forests and application to multiple functional data analysis. Computational Statistics & Data Analysis. 90. 15–35. 87 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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