Christophe Rigotti

Université Claude Bernard Lyon 1 — France

Computer Science · Physical Sciences

16h-index1.3kcitations136works0.82yr avg
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Research Topics

Data Mining Algorithms and Applications(35), Time Series Analysis and Forecasting(24), Data Management and Algorithms(21), Rough Sets and Fuzzy Logic(18), Semantic Web and Ontologies(14)

Publications135 total

Explaining Random Forest and XGBoost with Shallow Decision Trees by Co-clustering Feature Importance
Machine Learning·2025· 2 citedOpen Access
Bridging local and global explanations of tree ensemble predictions using co-clustering of SHAP values
SPIRE - Sciences Po Institutional REpository·2025
Unsupervised data mining technique to extract patterns corresponding to aseismic slow slip events: application to the Izmit section of the north Anatolian fault
SPIRE - Sciences Po Institutional REpository·2025
Re_actShap : détection de rebranchements des réseaux de régulation d’expression génique à l’aide des valeurs SHAP
SPIRE - Sciences Po Institutional REpository·2025Open Access
Combining SHAP-Driven Co-clustering and Shallow Decision Trees to Explain XGBoost
Lecture notes in computer science·2025· 1 citedOpen Access
Detecting gene regulatory network rewiring as changes in marker regulatory associations using only single-cell gene expression data
2024
Unraveling regulatory associations using explainable AI
SPIRE - Sciences Po Institutional REpository·2024
Information gain-based selection of sequential patterns extracted from partial unimodal probabilistic bases of sequences
SPIRE - Sciences Po Institutional REpository·2024Open Access
Effective Pruning for Top-k Feature Search on the Basis of SHAP Values
IEEE Access·2024· 3 citedOpen Access
Predicted Impacts of Booster, Immunity Decline, Vaccination Strategies, and Non-Pharmaceutical Interventions on COVID-19 Outcomes in France
Vaccines·2022· 2 citedOpen Access
Semi-supervised learning for tree-based regressors to improve the prediction of the interactions between genes
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Apprendre l’apprentissage automatique : un retour d’expérience
J3eA·2022Open Access
Anomaly Detection Based on Sequence Indexation and CFOF Score Approximation
Studies in computational intelligence·2022
Expected Evolution of COVID-19 Epidemic in France for Several Combinations of Vaccination Strategies and Barrier Measures
Vaccines·2021· 7 citedOpen Access
Apprivoiser l'hétérogénéité en informatique 1ère année
HAL (Le Centre pour la Communication Scientifique Directe)·2021Open Access
Adapting French COVID-19 vaccination campaign duration to variant dissemination
HAL (Le Centre pour la Communication Scientifique Directe)·2021Open Access
Adapting French COVID-19 vaccination campaign duration to variant dissemination
2021· 11 citedOpen Access
Lessons learnt from the use of compartmental models over the COVID-19 induced lockdown in France
HAL (Le Centre pour la Communication Scientifique Directe)·2021Open Access
Lessons learnt from the use of compartmental models over the COVID-19 induced lockdown in France
2021· 3 citedOpen Access
STUDYING EVOLUTION OF HYDROTHERMAL ALTERATION MATERIALS IN THE TURRIALBA VOLCANO TROUGH MULTISPECTRAL AND HYPERSPECTRAL IMAGES
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2020· 2 citedOpen Access
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Frequent Co-authors

Nicolas Méger(11), Jean‐François Boulicaut(10), Catherine Pothier(8), Olivier Gandrillon(6), Slim Abdennadher(6), Artur Bykowski(5), Emmanuël Trouvé(5), Marc Plantevit(5), Andreea Julea(4), Sergio Peignier(4), Guillaume Beslon(4), Philippe Bolon(3), Marie‐Pierre Doin(3), V. Lãzãrescu(3), Pierre-Nicolas Mougel(3), Thierry Charnois(3), Nicolas Ponthus(3), Romain Gauchon(3), J. P. Bertoglio(3), Stéphane Loisel(3)