Jérôme Lacaille

552 total citations
35 papers, 197 citations indexed

About

Jérôme Lacaille is a scholar working on Control and Systems Engineering, Artificial Intelligence and Statistics, Probability and Uncertainty. According to data from OpenAlex, Jérôme Lacaille has authored 35 papers receiving a total of 197 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Control and Systems Engineering, 12 papers in Artificial Intelligence and 7 papers in Statistics, Probability and Uncertainty. Recurrent topics in Jérôme Lacaille's work include Fault Detection and Control Systems (13 papers), Time Series Analysis and Forecasting (6 papers) and Advanced Statistical Methods and Models (6 papers). Jérôme Lacaille is often cited by papers focused on Fault Detection and Control Systems (13 papers), Time Series Analysis and Forecasting (6 papers) and Advanced Statistical Methods and Models (6 papers). Jérôme Lacaille collaborates with scholars based in France, Canada and Australia. Jérôme Lacaille's co-authors include Marie Cottrell, Mustapha Lebbah, Hanene Azzag, Étienne Côme, Mădălina Olteanu, Michel Verleysen, Charles Bouveyron, Jean‐Marc Bardet, Marie Chavent and Robert Azencott and has published in prestigious journals such as Neural Computing and Applications, Lecture notes in computer science and IEEE Transactions on Semiconductor Manufacturing.

In The Last Decade

Jérôme Lacaille

31 papers receiving 149 citations

Peers

Jérôme Lacaille
Luis Basora France
Xianyao Meng China
Wojciech Cholewa Poland
Mark Kotanchek United States
Ce Zhang China
J.A. Cristion United States
Bernt M. Åkesson Finland
Mark van der Wilk United Kingdom
Jianfeng Yang China
Luis Basora France
Jérôme Lacaille
Citations per year, relative to Jérôme Lacaille Jérôme Lacaille (= 1×) peers Luis Basora

Countries citing papers authored by Jérôme Lacaille

Since Specialization
Citations

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

Fields of papers citing papers by Jérôme Lacaille

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jérôme Lacaille

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

All Works

20 of 20 papers shown
1.
Herbin, Stéphane, et al.. (2023). Trusting Machine-Learning Applications in Aeronautics. SPIRE - Sciences Po Institutional REpository. 1–9. 1 indexed citations
2.
Lacaille, Jérôme, et al.. (2022). Corrosion Risk Estimation and Cause Analysis on Turbofan Engine. Annual Conference of the PHM Society. 14(1). 1 indexed citations
3.
Lacaille, Jérôme, et al.. (2022). Anomaly detections on the oil system of a turbofan engine by a neural autoencoder. 287–292. 1 indexed citations
4.
Chavent, Marie, et al.. (2021). Handling Correlations in Random Forests: which Impacts on Variable Importance and Model Interpretability?. HAL (Le Centre pour la Communication Scientifique Directe). 8 indexed citations
5.
Lebbah, Mustapha, et al.. (2021). An Invariance-guided Stability Criterion for Time Series Clustering Validation. SPIRE - Sciences Po Institutional REpository. 9296–9303. 4 indexed citations
6.
Lebbah, Mustapha, et al.. (2021). Deep embedded self-organizing maps for joint representation learning and topology-preserving clustering. Neural Computing and Applications. 33(24). 17439–17469. 14 indexed citations
7.
Lacaille, Jérôme, et al.. (2020). Large-scale Vibration Monitoring of Aircraft Engines from Operational Data using Self-organized Models. Annual Conference of the PHM Society. 12(1). 11–11. 7 indexed citations
8.
Olteanu, Mădălina, et al.. (2017). Using self-organizing maps for clustering anc labelling aircraft engine data phases. 1. 1–8. 10 indexed citations
9.
Lacaille, Jérôme, et al.. (2016). Indexation of Bench Test and Flight Data. PHM Society European Conference. 3(1). 1 indexed citations
10.
Faÿ, Gilles, et al.. (2016). anomaly detection on spectrograms using data-driven and fixed dictionary representations.. The European Symposium on Artificial Neural Networks. 1 indexed citations
11.
Lacaille, Jérôme, et al.. (2016). Engine Health Management in Safran Aircraft Engines. Annual Conference of the PHM Society. 8(1). 4 indexed citations
12.
Lacaille, Jérôme, et al.. (2016). Indexation of numeric bench test records a big data vision. 1–7. 2 indexed citations
13.
Lacaille, Jérôme, et al.. (2014). Online Normalization Algorithm for Engine Turbofan Monitoring. 1 indexed citations
14.
Lacaille, Jérôme, et al.. (2013). Wear Prognostic on Turbofan Engines. Annual Conference of the PHM Society. 5(1). 2 indexed citations
15.
Bouveyron, Charles, et al.. (2013). Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA. Advances in Data Analysis and Classification. 7(3). 281–300. 18 indexed citations
16.
17.
Lacaille, Jérôme, et al.. (2012). A Batch Detection Algorithm Installed on a Test Bench. Annual Conference of the PHM Society. 4(1). 3 indexed citations
18.
Lacaille, Jérôme, et al.. (2011). Data mining of flight measurements. 1 indexed citations
19.
Lacaille, Jérôme, et al.. (2010). An Adaptive Anomaly Detector used in Turbofan Test Cells. Annual Conference of the PHM Society. 2(1). 4 indexed citations
20.
Lacaille, Jérôme & Robert Azencott. (2002). Extraction of chained contour lines in images by a synchronous Boltzmann machine. ii. 938–938. 1 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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