Sophie Lambert‐Lacroix

1.6k total citations · 1 hit paper
32 papers, 948 citations indexed

About

Sophie Lambert‐Lacroix is a scholar working on Molecular Biology, Statistics and Probability and Computer Vision and Pattern Recognition. According to data from OpenAlex, Sophie Lambert‐Lacroix has authored 32 papers receiving a total of 948 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Molecular Biology, 10 papers in Statistics and Probability and 8 papers in Computer Vision and Pattern Recognition. Recurrent topics in Sophie Lambert‐Lacroix's work include Statistical Methods and Inference (10 papers), Gene expression and cancer classification (8 papers) and Advanced Statistical Methods and Models (6 papers). Sophie Lambert‐Lacroix is often cited by papers focused on Statistical Methods and Inference (10 papers), Gene expression and cancer classification (8 papers) and Advanced Statistical Methods and Models (6 papers). Sophie Lambert‐Lacroix collaborates with scholars based in France, United Kingdom and South Africa. Sophie Lambert‐Lacroix's co-authors include Anestis Antoniadis, Jean‐Michel Poggi, Gersende Fort, Laurent Zwald, Anatoli Juditsky, Franck Picard, Guillemette Marot, Pierrick Bedouch, Jean‐Luc Bosson and Florence Ranchon and has published in prestigious journals such as Bioinformatics, Biometrics and IEEE Transactions on Signal Processing.

In The Last Decade

Sophie Lambert‐Lacroix

30 papers receiving 896 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.

Random forests for global sensitivity analysis: A selective review

2020 219 citations Anestis Antoniadis, Sophie Lambert‐Lacroix et al. Reliability Engineering & System Safety profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Sophie Lambert‐Lacroix France	14	229	223	190	101	63	32	948
Klaus Nordhausen Finland	21	161 0.7×	388 1.7×	233 1.2×	120 1.2×	70 1.1×	108	1.8k
Jianhua Z. Huang United States	18	247 1.1×	378 1.7×	607 3.2×	79 0.8×	163 2.6×	39	1.4k
Dost Muhammad Khan Pakistan	18	127 0.6×	151 0.7×	172 0.9×	77 0.8×	30 0.5×	76	902
Charles Bouveyron France	17	174 0.8×	746 3.3×	230 1.2×	213 2.1×	43 0.7×	70	1.4k
Bertrand Clarke United States	13	176 0.8×	535 2.4×	314 1.7×	61 0.6×	26 0.4×	61	1.1k
Gérard Biau France	15	49 0.2×	310 1.4×	272 1.4×	116 1.1×	51 0.8×	30	756
Ta‐Hsin Li United States	15	39 0.2×	288 1.3×	176 0.9×	102 1.0×	37 0.6×	58	983
Michiel Debruyne Belgium	11	38 0.2×	163 0.7×	212 1.1×	70 0.7×	37 0.6×	16	634
Karlien Vanden Branden Belgium	9	144 0.6×	178 0.8×	439 2.3×	90 0.9×	71 1.1×	17	1.2k
Brett Presnell United States	13	92 0.4×	361 1.6×	705 3.7×	102 1.0×	59 0.9×	37	1.3k

Countries citing papers authored by Sophie Lambert‐Lacroix

Since Specialization

Citations

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

Fields of papers citing papers by Sophie Lambert‐Lacroix

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sophie Lambert‐Lacroix. 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 Sophie Lambert‐Lacroix. The network helps show where Sophie Lambert‐Lacroix may publish in the future.

Co-authorship network of co-authors of Sophie Lambert‐Lacroix

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

All Works

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20 of 20 papers shown

Mongaret, Céline, et al.. (2024). Characteristics of hospital pharmacist interventions and their clinical, economic and organizational impacts: a five-year observational study on the French National Observatory. International Journal of Clinical Pharmacy. 47(2). 403–411. 2 indexed citations

Ranchon, Florence, et al.. (2023). Development of Indirect Health Data Linkage on Health Product Use and Care Trajectories in France: Systematic Review. Journal of Medical Internet Research. 25. e41048–e41048. 2 indexed citations

Ranchon, Florence, et al.. (2022). Development of artificial intelligence powered apps and tools for clinical pharmacy services: A systematic review. International Journal of Medical Informatics. 172. 104983–104983. 42 indexed citations

Nguyen, Jean‐Michel, Pascal Jézéquel, Pierre Gillois, et al.. (2021). Random forest of perfect trees: concept, performance, applications and perspectives. Bioinformatics. 37(15). 2165–2174. 39 indexed citations

Antoniadis, Anestis, Sophie Lambert‐Lacroix, & Jean‐Michel Poggi. (2020). Random forests for global sensitivity analysis: A selective review. Reliability Engineering & System Safety. 206. 107312–107312. 219 indexed citations breakdown →

Modolo, Laurent, et al.. (2019). Probabilistic count matrix factorization for single cell expression data analysis. Bioinformatics. 35(20). 4011–4019. 20 indexed citations

Bazzoli, Caroline & Sophie Lambert‐Lacroix. (2018). Classification based on extensions of LS-PLS using logistic regression: application to clinical and multiple genomic data. BMC Bioinformatics. 19(1). 314–314. 7 indexed citations

Lambert‐Lacroix, Sophie, et al.. (2014). Real-Time Fault Detection in Semiconductor Using One-Class Support Vector Machines. International Journal of Computer Theory and Engineering. 7(3). 191–196. 7 indexed citations

Viallon, Vivian, Sophie Lambert‐Lacroix, Hölger Hoefling, & Franck Picard. (2014). On the robustness of the generalized fused lasso to prior specifications. Statistics and Computing. 26(1-2). 285–301. 13 indexed citations

10.

Antoniadis, Anestis, Irène Gijbels, & Sophie Lambert‐Lacroix. (2013). Penalized estimation in additive varying coefficient models using grouped regularization. Statistical Papers. 55(3). 727–750. 14 indexed citations

11.

Lambert‐Lacroix, Sophie, et al.. (2013). Wavelet‐Based Clustering for Mixed‐Effects Functional Models in High Dimension. Biometrics. 69(1). 31–40. 52 indexed citations

12.

Boshnakov, Georgi N. & Sophie Lambert‐Lacroix. (2011). A periodic Levinson–Durbin algorithm for entropy maximization. Computational Statistics & Data Analysis. 56(1). 15–24. 12 indexed citations

13.

Lambert‐Lacroix, Sophie & Laurent Zwald. (2011). Robust regression through the Huber’s criterion and adaptive lasso penalty. Electronic Journal of Statistics. 5(none). 89 indexed citations

14.

Brouste‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌, Alexandre, Jacques Istas, & Sophie Lambert‐Lacroix. (2007). On Fractional Gaussian Random Fields Simulations. Journal of Statistical Software. 23(1). 17 indexed citations

15.

Lambert‐Lacroix, Sophie, et al.. (2006). Local likelihood regression in generalized linear single-index models with applications to microarray data. Computational Statistics & Data Analysis. 51(3). 2091–2113. 5 indexed citations

16.

Fort, Gersende & Sophie Lambert‐Lacroix. (2004). Classification using partial least squares with penalized logistic regression. Bioinformatics. 21(7). 1104–1111. 128 indexed citations

17.

Juditsky, Anatoli & Sophie Lambert‐Lacroix. (2004). On minimax density estimation on \mathbb{R}}. Bernoulli. 10(2). 31 indexed citations

18.

Lambert‐Lacroix, Sophie, et al.. (2003). Characterization of the partial autocorrelation function of nonstationary time series. Journal of Multivariate Analysis. 87(1). 46–59. 21 indexed citations

19.

Juditsky, Anatoli & Sophie Lambert‐Lacroix. (2001). On minimax density estimation on R. 12(1). 5134–5134. 20 indexed citations

20.

Guerci, J.R. & Sophie Lambert‐Lacroix. (2000). Reply to "Comments on 'Theory and Application of Covariance Matrix Tapers for Robust Adaptive Beamforming'". 2 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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