Fabrice Rossi

ORCID

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 62

Top Venues

Publications

Madalina Olteanu, Fabrice Rossi, Florian Yger
Meta-survey on outlier and anomaly detection. CoRR (2023)
Madalina Olteanu, Fabrice Rossi, Florian Yger
Meta-survey on outlier and anomaly detection. Neurocomputing 555 (2023)
Valentina Zelaya Mendizábal, Marc Boullé, Fabrice Rossi
Fast and fully-automated histograms for large-scale data sets. Comput. Stat. Data Anal. 180 (2023)
Fabrice Rossi, Florian Barbaro
Mixture of von Mises-Fisher distribution with sparse prototypes. CoRR (2022)
Fabrice Rossi, Florian Barbaro
Mixture of von Mises-Fisher distribution with sparse prototypes. Neurocomputing 501 (2022)
Madalina Olteanu, Fabrice Rossi, Florian Yger
Challenges in anomaly and change point detection. CoRR (2022)
Aichetou Bouchareb, Marc Boullé, Fabrice Clérot, Fabrice Rossi
Co-clustering based exploratory analysis of mixed-type data tables. CoRR (2022)
Madalina Olteanu, Fabrice Rossi, Florian Yger
Challenges in anomaly and change point detection. ESANN (2022)
Aichetou Bouchareb, Marc Boullé, Fabrice Clérot, Fabrice Rossi
Model Based Co-clustering of Mixed Numerical and Binary Data. CoRR (2022)
Valentina Zelaya Mendizábal, Marc Boullé, Fabrice Rossi
Fast and fully-automated histograms for large-scale data sets. CoRR (2022)
Alexandre Verine, Benjamin Négrevergne, Yann Chevaleyre, Fabrice Rossi
On the expressivity of bi-Lipschitz normalizing flows. ACML (2022)
Angelos Chatzimparmpas, Rafael Messias Martins, Ilir Jusufi, Kostiantyn Kucher, Fabrice Rossi, Andreas Kerren
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations. CoRR (2022)
Moritz Heusinger, Christoph Raab, Fabrice Rossi, Frank-Michael Schleif
Federated Learning - Methods, Applications and beyond. CoRR (2022)
Elie Mengin, Fabrice Rossi
Improved Algorithm for the Network Alignment Problem with Application to Binary Diffing. KES (2021)
Florian Barbaro, Fabrice Rossi
Sparse mixture of von Mises-Fisher distribution. ESANN (2021)
Elie Mengin, Fabrice Rossi
Binary Diffing as a Network Alignment Problem via Belief Propagation. CoRR (2021)
Alexandre Verine, Benjamin Négrevergne, Fabrice Rossi, Yann Chevaleyre
On the expressivity of bi-Lipschitz normalizing flows. CoRR (2021)
Moritz Heusinger, Christoph Raab, Fabrice Rossi, Frank-Michael Schleif
Federated Learning - Methods, Applications and beyond. ESANN (2021)
Elie Mengin, Fabrice Rossi
Binary Diffing as a Network Alignment Problem via Belief Propagation. ASE (2021)
Elie Mengin, Fabrice Rossi
Improved Algorithm for the Network Alignment Problem with Application to Binary Diffing. CoRR (2021)
Florian Barbaro, Fabrice Rossi
Comparaison de représentations de textes en vue d'une analyse exploratoire. EGC (2021)
Angelos Chatzimparmpas, Rafael Messias Martins, Ilir Jusufi, Kostiantyn Kucher, Fabrice Rossi, Andreas Kerren
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations. Comput. Graph. Forum 39 (3) (2020)
Marco Corneli, Charles Bouveyron, Pierre Latouche, Fabrice Rossi
The dynamic stochastic topic block model for dynamic networks with textual edges. Stat. Comput. 29 (4) (2019)
Aichetou Bouchareb, Marc Boullé, Fabrice Rossi, Fabrice Clérot
Un modèle Bayésien de co-clustering de données mixtes. CoRR (2019)
Marco Corneli, Pierre Latouche, Fabrice Rossi
Multiple change points detection and clustering in dynamic networks. Stat. Comput. 28 (5) (2018)
Alex Endert, W. Ribarsky, Cagatay Turkay, B. L. William Wong, Ian T. Nabney, Ignacio Díaz Blanco, Fabrice Rossi
The State of the Art in Integrating Machine Learning into Visual Analytics. CoRR (2018)
Aichetou Bouchareb, Marc Boullé, Fabrice Clérot, Fabrice Rossi
Co-clustering Based Exploratory Analysis of Mixed-Type Data Tables. EGC (best of volume) (2018)
Aichetou Bouchareb, Marc Boullé, Fabrice Rossi, Fabrice Clérot
Un modèle Bayésien de co-clustering de données mixtes. EGC (2018)
Aichetou Bouchareb, Marc Boullé, Fabrice Clérot, Fabrice Rossi
Model Based Co-clustering of Mixed Numerical and Binary Data. EGC (best of volume) (2018)
Romain Guigourès, Marc Boullé, Fabrice Rossi
Discovering patterns in time-varying graphs: a triclustering approach. Adv. Data Anal. Classif. 12 (3) (2018)
Mohamed Khalil El Mahrsi, Cindie Andrieu, Etienne Côme, Zakaria Bezza, Latifa Oukhellou, Fabrice Rossi
Traffic Characterization on Airport Surface Using Aircraft Ground Trajectories. ITSC (2018)
Kevin Françoisse, Ilkka Kivimäki, Amin Mantrach, Fabrice Rossi, Marco Saerens
A bag-of-paths framework for network data analysis. Neural Networks 90 (2017)
Aichetou Bouchareb, Marc Boullé, Fabrice Clérot, Fabrice Rossi
Application du coclustering à l'analyse exploratoire d'une table de données. EGC (2017)
Aurélia Feugnet, Fabrice Rossi, Clara Filet
Co-presence Analysis and Economic Patterns: Mediterranean Imports in the Celtic World. Frontiers Digit. Humanit. 4 (2017)
Aichetou Bouchareb, Marc Boullé, Fabrice Rossi
Co-clustering de données mixtes à base des modèles de mélange. EGC (2017)
Jérôme Mariette, Fabrice Rossi, Madalina Olteanu, Nathalie Villa-Vialaneix
Accelerating stochastic kernel SOM. ESANN (2017)
Alex Endert, W. Ribarsky, Cagatay Turkay, B. L. William Wong, Ian T. Nabney, Ignacio Díaz Blanco, Fabrice Rossi
The State of the Art in Integrating Machine Learning into Visual Analytics. Comput. Graph. Forum 36 (8) (2017)
Romain Guigourès, Marc Boullé, Fabrice Rossi
Discovering Patterns in Time-Varying Graphs: A Triclustering Approach. CoRR (2016)
Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Nathalie Villa-Vialaneix
Theoretical and Applied Aspects of the Self-Organizing Maps. WSOM (2016)
Marco Corneli, Pierre Latouche, Fabrice Rossi
Block modelling in dynamic networks with non-homogeneous Poisson processes and exact ICL. Soc. Netw. Anal. Min. 6 (1) (2016)
Marco Corneli, Pierre Latouche, Fabrice Rossi
Exact ICL maximization in a non-stationary temporal extension of the stochastic block model for dynamic networks. Neurocomputing 192 (2016)
Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand, Fabrice Rossi
Mean Absolute Percentage Error for regression models. Neurocomputing 192 (2016)
Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot, Fabrice Rossi
Country-scale Exploratory Analysis of Call Detail Records through the Lens of Data Grid Models. CoRR (2015)
Marco Corneli, Pierre Latouche, Fabrice Rossi
Exact ICL maximization in a non-stationary time extension of latent block model for dynamic networks. ESANN (2015)
Pierre Latouche, Fabrice Rossi
Graphs in machine learning. An introduction. ESANN (2015)
Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand, Fabrice Rossi
Study of a Bias in the Offline Evaluation of a Recommendation Algorithm. ICDM (Posters) (2015)
Daniel A. Keim, Tamara Munzner, Fabrice Rossi, Michel Verleysen
Bridging Information Visualization with Machine Learning (Dagstuhl Seminar 15101). Dagstuhl Reports 5 (3) (2015)
Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand, Fabrice Rossi
Study of a bias in the offline evaluation of a recommendation algorithm. CoRR (2015)
Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi
Search Strategies for Binary Feature Selection for a Naive Bayes Classifier. ESANN (2015)
Kevin Mentzer, François-Xavier Dudouet, Dominique Haughton, Pierre Latouche, Fabrice Rossi
Is the corporate elite disintegrating?: Interlock boards and the Mizruchi hypothesis. ASONAM (2015)
Stéphan Clémençon, Héctor de Arazoza, Fabrice Rossi, Viet-Chi Tran
A statistical network analysis of the HIV/AIDS epidemics in Cuba. Soc. Netw. Anal. Min. 5 (1) (2015)
Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi
Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation. CoRR (2015)
Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand, Fabrice Rossi
Reducing offline evaluation bias of collaborative filtering algorithms. CoRR (2015)
Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot, Fabrice Rossi
Country-Scale Exploratory Analysis of Call Detail Records Through the Lens of Data Grid Models. ECML/PKDD (3) (2015)
Marco Corneli, Pierre Latouche, Fabrice Rossi
Modelling time evolving interactions in networks through a non stationary extension of stochastic block models. ASONAM (2015)
Pierre Latouche, Fabrice Rossi
Graphs in machine learning: an introduction. CoRR (2015)
Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand, Fabrice Rossi
Using the Mean Absolute Percentage Error for Regression Models. CoRR (2015)
Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand, Fabrice Rossi
Reducing offline evaluation bias of collaborative filtering. ESANN (2015)
Arnaud De Myttenaere, Boris Golden, Bénédicte Le Grand, Fabrice Rossi
Using the Mean Absolute Percentage Error for Regression Models. ESANN (2015)
Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi
Search Strategies for Binary Feature Selection for a Naive Bayes Classifier. CoRR (2015)
Mohamed Khalil El Mahrsi, Romain Guigourès, Fabrice Rossi, Marc Boullé
Co-Clustering Network-Constrained Trajectory Data. CoRR (2015)
Romain Guigourès, Marc Boullé, Fabrice Rossi
A Study of the Spatio-Temporal Correlations in Mobile Calls Networks. CoRR (2015)
Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi
Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation. Trans. Mach. Learn. Data Min. 7 (2) (2014)
Marc Boullé, Romain Guigourès, Fabrice Rossi
Nonparametric Hierarchical Clustering of Functional Data. CoRR (2014)
Stéphan Clémençon, Héctor de Arazoza, Fabrice Rossi, Viet-Chi Tran
A statistical network analysis of the HIV/AIDS epidemics in Cuba. CoRR (2014)
Arnaud De Myttenaere, Bénédicte Le Grand, Boris Golden, Fabrice Rossi
Reducing Offline Evaluation Bias in Recommendation Systems. CoRR (2014)
Mark J. Embrechts, Fabrice Rossi, Frank-Michael Schleif, John Aldo Lee
Advances in artificial neural networks, machine learning, and computational intelligence (ESANN 2013). Neurocomputing 141 (2014)
Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi
A Methodology for the Diagnostic of Aircraft Engine Based on Indicators Aggregation. CoRR (2014)
Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi
Anomaly Detection Based on Indicator Aggregation. CoRR (2014)
Fabrice Rossi
How Many Dissimilarity/Kernel Self Organizing Map Variants Do We Need? WSOM (2014)
Fabrice Rossi
How Many Dissimilarity/Kernel Self Organizing Map Variants Do We Need? CoRR (2014)
Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi
Anomaly detection based on indicators aggregation. IJCNN (2014)
Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi
Anomaly Detection Based on Indicators Aggregation. CoRR (2014)
Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi
A Methodology for the Diagnostic of Aircraft Engine Based on Indicators Aggregation. ICDM (2014)
Martin Riedel, Marika Kästner, Fabrice Rossi, Thomas Villmann
Regularization in Relevance Learning Vector Quantization Using l one Norms. CoRR (2013)
Mohamed Khalil El Mahrsi, Romain Guigourès, Fabrice Rossi, Marc Boullé
Co-Clustering Network-Constrained Trajectory Data. EGC (best of volume) (2013)
Romain Guigourès, Marc Boullé, Fabrice Rossi
A Study of the Spatio-Temporal Correlations in Mobile Calls Networks. EGC (best of volume) (2013)
Fabrice Rossi, Pierre Latouche
Activity Date Estimation in Timestamped Interaction Networks. ESANN (2013)
Martin Riedel, Fabrice Rossi, Marika Kästner, Thomas Villmann
Regularization in relevance learning vector quantization using l1-norms. ESANN (2013)
Mohamed Khalil El Mahrsi, Fabrice Rossi
Graph-Based Approaches to Clustering Network-Constrained Trajectory Data. CoRR (2013)
Mohamed Khalil El Mahrsi, Romain Guigourès, Fabrice Rossi, Marc Boullé
Classifications croisées de données de trajectoires contraintes par un réseau routier. EGC (2013)
Fabrice Rossi, Pierre Latouche
Activity date estimation in timestamped interaction networks. CoRR (2013)
Romain Guigourès, Marc Boullé, Fabrice Rossi
A Triclustering Approach for Time Evolving Graphs CoRR (2013)
Romain Guigourès, Marc Boullé, Fabrice Rossi
Étude des corrélations spatio-temporelles des appels mobiles en France. EGC (2013)
Brieuc Conan-Guez, Fabrice Rossi
Dissimilarity Clustering by Hierarchical Multi-Level Refinement. CoRR (2012)
Fabrice Rossi, Yves Lechevallier
Constrained variable clustering and the best basis problem in functional data analysis CoRR (2012)
Matthieu Durut, Benoît Patra, Fabrice Rossi
A Discussion on Parallelization Schemes for Stochastic Vector Quantization Algorithms. ESANN (2012)
Daniel A. Keim, Fabrice Rossi, Thomas Seidl, Michel Verleysen, Stefan Wrobel
Information Visualization, Visual Data Mining and Machine Learning (Dagstuhl Seminar 12081). Dagstuhl Reports 2 (2) (2012)
Marc Boullé, Romain Guigourès, Fabrice Rossi
Clustering hiérarchique non paramétrique de données fonctionnelles. EGC (2012)
Mohamed Khalil El Mahrsi, Fabrice Rossi
Modularity-Based Clustering for Network-Constrained Trajectories CoRR (2012)
Brieuc Conan-Guez, Fabrice Rossi
Dissimilarity Clustering by Hierarchical Multi-Level Refinement. ESANN (2012)
Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix
Neural Networks for Complex Data CoRR (2012)
Stéphan Clémençon, Héctor de Arazoza, Fabrice Rossi, Viet-Chi Tran
Visual Mining of Epidemic Networks CoRR (2012)
Charanpal Dhanjal, Sandrine Blanchemanche, Stéphan Clémençon, Ákos Róna-Tas, Fabrice Rossi
Dissemination of Health Information within Social Networks CoRR (2012)
Mohamed Khalil El Mahrsi, Fabrice Rossi
Graph-Based Approaches to Clustering Network-Constrained Trajectory Data CoRR (2012)
Stéphan Clémençon, Héctor de Arazoza, Fabrice Rossi, Viet-Chi Tran
Hierarchical clustering for graph visualization CoRR (2012)
Romain Guigourès, Marc Boullé, Fabrice Rossi
A Triclustering Approach for Time Evolving Graphs. ICDM Workshops (2012)
Matthieu Durut, Benoît Patra, Fabrice Rossi
A Discussion on Parallelization Schemes for Stochastic Vector Quantization Algorithms CoRR (2012)
Mohamed Khalil El Mahrsi, Fabrice Rossi
modularity-based clustering for network-constrained trajectories. ESANN (2012)
Alzennyr Da Silva, Yves Lechevallier, Fabrice Rossi, Francisco de A. T. de Carvalho
Clustering Dynamic Web Usage Data CoRR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fabrice Rossi