Jérôme Lacaille

发表

Sudden change detection in turbofan engine behavior

Jérôme Lacaille, Etienne Côme, 2011 .

Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA

Charles Bouveyron, Marie Cottrell, Jérôme Lacaille, 2013, Advances in Data Analysis and Classification.

monitoring system of a set of engine components

Jérôme Lacaille, Tsirizo Rabenoro, 2012 .

An Automatic Sensor Fault Detection and Correction Algorithm

Jérôme Lacaille, Rond-Point René Ravaud, J. Lacaille, 2009 .

Method for estimation of a curve of an appropriate point for the detection of abnormality of a motor and data processing system for its implementation

Jérôme Lacaille, Tsirizo Rabenoro, 2013 .

Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance

Michel Verleysen, Marie Cottrell, Jérôme Lacaille, 2011, WSOM.

A Generic and Scalable Pipeline for Large-Scale Analytics of Continuous Aircraft Engine Data

Mustapha Lebbah, Jérôme Lacaille, Hanene Azzag, 2018, 2018 IEEE International Conference on Big Data (Big Data).

Sequential indexation of flight data

Madalina Olteanu, Jérôme Lacaille, Cynthia Faure, 2018, 2018 IEEE Aerospace Conference.

Anomaly Detection for Bivariate Signals

Madalina Olteanu, Marie Cottrell, Jérôme Lacaille, 2019, IWANN.

Bayesian inference for outlier detection in vibration spectra with small learning dataset

Michel Verleysen, Marie Cottrell, Jérôme Lacaille, 2011 .

Online Normalization Algorithm for Engine Turbofan Monitoring

Jérôme Lacaille, Anastasios Bellas, J. Lacaille, 2014 .

Anomaly Detection Based on Confidence Intervals Using SOM with an Application to Health Monitoring

Charles Bouveyron, Marie Cottrell, Jérôme Lacaille, 2015, WSOM.

Fault Prediction in Aircraft Engines Using Self-Organizing Maps

Michel Verleysen, Marie Cottrell, Patrice Gaubert, 2009, WSOM.

monitoring system of an engine testbed aircraft

Jérôme Lacaille, Valerio Gerez, 2010 .

Deep Architectures for Joint Clustering and Visualization with Self-organizing Maps

Mustapha Lebbah, Jérôme Lacaille, Florent Forest, 2019, PAKDD.

Detection of Abnormal Flights Using Fickle Instances in SOM Maps

Madalina Olteanu, Marie Cottrell, Jérôme Lacaille, 2019, WSOM+.

Anomaly Detection Based on Indicator Aggregation pdf

Fabrice Rossi, Marie Cottrell, Jérôme Lacaille, 2014, ArXiv.

Datamining turbofan engine performance to improve fuel efficiency

Jérôme Lacaille, Maria Navas Loro, 2017, 2017 IEEE Aerospace Conference.

Author manuscript, published in "European conference on artificial neural networks,, Bruges: Belgium (2010)" Self Organizing Star (SOS) for health monitoring

Michel Verleysen, Marie Cottrell, Jérôme Lacaille, 2010 .

Probabilistic outlier detection in vibration spectra with small learning dataset

Michel Verleysen, Kurosh Madani, Marie Cottrell, 2012 .

Aircraft Engine Health Monitoring Using Self-Organizing Maps

Michel Verleysen, Marie Cottrell, Jérôme Lacaille, 2010, ICDM.

Anomaly detection based on indicators aggregation

Fabrice Rossi, Marie Cottrell, Jérôme Lacaille, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Instants Extraction for Aircraft Engines Monitoring

Jérôme Lacaille, Tsirizo Rabenoro, 2013 .

Trajectory Clustering for Vibration Detection in Aircraft Engines

Michel Verleysen, Marie Cottrell, Jérôme Lacaille, 2010, ICDM.

Comparison of three algorithms for parametric change-point detection

Madalina Olteanu, Jérôme Lacaille, Jean-Marc Bardet, 2016, ESANN.

Method, system and computer program acoustic analysis of a machine

Jérôme Lacaille, Valerio Gerez, William Bense, 2013 .

Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation

Fabrice Rossi, Marie Cottrell, Jérôme Lacaille, 2014, Trans. Mach. Learn. Data Min..

A Methodology for the Diagnostic of Aircraft Engine Based on Indicators Aggregation pdf

Fabrice Rossi, Marie Cottrell, Jérôme Lacaille, 2014, ICDM.

Synchronization of Multivariate Captors with an Autoadaptive Neural Method

Jérôme Lacaille, J. Lacaille, 1998, J. Intell. Robotic Syst..

A Maturation Environment to Develop and Manage Health Monitoring Algorithms

Jérôme Lacaille, J. Lacaille, 2009 .

Design Aircraft Engine Bivariate Data Phases using Change-Point Detection Method and Self-Organizing Maps

Madalina Olteanu, Jérôme Lacaille, Jean-Marc Bardet, 2017 .

Search Strategies for Binary Feature Selection for a Naive Bayes Classifier pdf

Fabrice Rossi, Marie Cottrell, Jérôme Lacaille, 2015, ESANN.

Robust clustering of high-dimensional data

Charles Bouveyron, Marie Cottrell, Jérôme Lacaille, 2012, ESANN.

A Trend Monitoring Diagnostic Algorithm for Automatic Pre-identification of Turbofan Engines Anomaly

Jérôme Lacaille, Tsirizo Rabenoro, J. Lacaille, 2018, 2018 Prognostics and System Health Management Conference (PHM-Chongqing).

Unequal time series clustering applied on flight data

Madalina Olteanu, Jérôme Lacaille, Jean-Marc Bardet, 2017 .

Extreme value statistics for vibration spectra outlier detection

Kurosh Madani, Jérôme Lacaille, Aurélien Hazan, 2012 .

Using self-organizing maps for clustering anc labelling aircraft engine data phases

Madalina Olteanu, Jérôme Lacaille, Jean-Marc Bardet, 2017, 2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM).

Data mining turbofan engine performance to improve fuel efficiency

Jérôme Lacaille, Maria Navas Loro, 2016, 2016 Future Technologies Conference (FTC).

Handling Correlations in Random Forests: which Impacts on Variable Importance and Model Interpretability?

Marie Chavent, Madalina Olteanu, Jérôme Lacaille, 2021, ESANN 2021 proceedings.

Deep embedded self-organizing maps for joint representation learning and topology-preserving clustering

Mustapha Lebbah, Jérôme Lacaille, Hanene Azzag, 2021, Neural Computing and Applications.

An Invariance-guided Stability Criterion for Time Series Clustering Validation

Mustapha Lebbah, Jérôme Lacaille, Hanene Azzag, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

An Adaptive Anomaly Detector used in Turbofan Test Cells

Jérôme Lacaille, Rafik Zouari, V. Gerez, 2010 .

Abnormality Diagnosis for real-time Implementation on Turbofan Engines and Test Cells

Jérôme Lacaille, Valério Gerez, 2011 .

A Batch Detection Algorithm Installed on a Test Bench

Jérôme Lacaille, 2012 .