Jairo Cugliari

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Transfer Learning

Linear Regression

Geometrical Properties

Comparative Study

Top Venues

Stat. Anal. Data Min.

Comput. Stat. Data Anal.

Publications

Mathias Bourel, Jairo Cugliari, Yannig Goude, Jean-Michel Poggi
Boosting diversity in regression ensembles. Stat. Anal. Data Min. 17 (1) (2024)
Frederic Charpentier, Jairo Cugliari, Adrien Guille
Exploring Semantics in Pretrained Language Model Attention. *SEM@NAACL (2024)
David Gutiérrez-Avilés, José F. Torres, Francisco Martínez-Álvarez, Jairo Cugliari
An evolutionary triclustering approach to discover electricity consumption patterns in France. SAC (2024)
David Obst, Badih Ghattas, Sandra Claudel, Jairo Cugliari, Yannig Goude, Georges Oppenheim
Improved linear regression prediction by transfer learning. Comput. Stat. Data Anal. 174 (2022)
Clément Christophe, Julien Velcin, Jairo Cugliari, Manel Boumghar, Philippe Suignard
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. CoRR (2021)
Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar
Change detection in textual classification with unexpected dynamics. Expert Syst. Appl. 176 (2021)
David Obst, Badih Ghattas, Jairo Cugliari, Georges Oppenheim, Sandra Claudel, Yannig Goude
Transfer Learning for Linear Regression: a Statistical Test of Gain. CoRR (2021)
Clément Christophe, Julien Velcin, Jairo Cugliari, Manel Boumghar, Philippe Suignard
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. EMNLP (1) (2021)
Mathias Bourel, Jairo Cugliari
Bagging of density estimators. Comput. Stat. 34 (4) (2019)
Stéphane Bonnevay, Jairo Cugliari, Victoria Granger
Predictive Maintenance from Event Logs Using Wavelet-Based Features: An Industrial Application. SOCO (2019)
Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar
How to detect novelty in textual data streams? A comparative study of existing methods. CoRR (2019)
Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar
How to Detect Novelty in Textual Data Streams? A Comparative Study of Existing Methods. AALTD@PKDD/ECML (2019)
David Obst, Badih Ghattas, Sandra Claudel, Jairo Cugliari, Yannig Goude, Georges Oppenheim
Textual Data for Time Series Forecasting. CoRR (2019)
Anestis Antoniadis, Xavier Brossat, Jairo Cugliari, Jean-Michel Poggi
Clustering Functional Data using Wavelets. Int. J. Wavelets Multiresolution Inf. Process. 11 (1) (2013)