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2020 – today
- 2024
[c13]Jiang You, Arben Çela, René Natowicz, Jacob Ouanounou, Patrick Siarry:
Kernel-U-Net: Multivariate Time Series Forecasting using Custom Kernels. INISTA 2024: 1-8- [i4]Jiang You, René Natowicz, Arben Çela, Jacob Ouanounou, Patrick Siarry:
Kernel-U-Net: Hierarchical and Symmetrical Framework for Multivariate Time Series Forecasting. CoRR abs/2401.01479 (2024) - [i3]Jiang You, Arben Çela, René Natowicz, Jacob Ouanounou, Patrick Siarry:
Robust Time Series Forecasting with Non-Heavy-Tailed Gaussian Loss-Weighted Sampler. CoRR abs/2406.13871 (2024) - [i2]Jiang You, Arben Çela, René Natowicz, Jacob Ouanounou, Patrick Siarry:
Anomaly Prediction: A Novel Approach with Explicit Delay and Horizon. CoRR abs/2408.04377 (2024) - [i1]Jiang You, Arben Çela, René Natowicz, Jacob Ouanounou, Patrick Siarry:
Learning K-U-Net with constant complexity: An Application to time series forecasting. CoRR abs/2410.02438 (2024)
2010 – 2019
- 2014
- [j4]Arben Çela, Tomás Jurík, Rédha Hamouche, René Natowicz, Abdellatif Reama, Silviu-Iulian Niculescu, Jerome Julien:
Energy Optimal Real-Time Navigation System. IEEE Intell. Transp. Syst. Mag. 6(3): 66-79 (2014) - 2013
- [c12]Maria Fernanda B. Wanderley, Vincent Gardeux, René Natowicz, Antônio de Pádua Braga:
GA-KDE-Bayes: an evolutionary wrapper method based on non-parametric density estimation applied to bioinformatics problems. ESANN 2013 - [c11]Tomás Jurík, Arben Çela, Rédha Hamouche, Abdellatif Reama, René Natowicz, Silviu-Iulian Niculescu, Ch. Villedieu, D. Pachetau:
Energy optimal real-time navigation system: Application to a hybrid electrical vehicle. ITSC 2013: 1947-1952 - 2011
- [j3]Frederico Coelho, Antônio de Pádua Braga
, René Natowicz, Roman Rouzier:
Semi-supervised model applied to the prediction of the response to preoperative chemotherapy for breast cancer. Soft Comput. 15(6): 1137-1144 (2011) - [c10]Arben Çela, A. Hrazdira, Abdellatif Reama, Rédha Hamouche, Silviu-Iulian Niculescu, Hugues Mounier, René Natowicz, Rémy Kocik:
Real time energy management algorithm for hybrid electric vehicle. ITSC 2011: 335-340
2000 – 2009
- 2009
- [p1]Marcelo Azevedo Costa, Thiago S. Rodrigues, Euler Guimarães Horta, Antônio de Pádua Braga, Carmen D. M. Pataro, René Natowicz, Roberto Incitti, Roman Rouzier, Arben Çela:
New Multi-Objective Algorithms for Neural Network Training Applied to Genomic Classification Data. Foundations of Computational Intelligence (1) 2009: 63-82 - 2008
- [j2]René Natowicz, Roberto Incitti, Euler Guimarães Horta, Benoît Charles, Philippe Guinot, Kai Yan, Charles Coutant, Fabrice André, Lajos Pusztai, Roman Rouzier:
Prediction of the outcome of preoperative chemotherapy in breast cancer using DNA probes that provide information on both complete and incomplete responses. BMC Bioinform. 9 (2008) - [c9]Antônio de Pádua Braga, Euler G. Horta, René Natowicz, Roman Rouzier, Roberto Incitti, Thiago S. Rodrigues, Marcelo Azevedo Costa, Carmen D. M. Pataro, Arben Çela:
Bayesian Classifiers for Predicting the Outcome of Breast Cancer Preoperative Chemotherapy. ANNPR 2008: 263-266 - [c8]René Natowicz, Antônio de Pádua Braga, Roberto Incitti, Euler G. Horta, Roman Rouzier, Thiago S. Rodrigues, Marcelo Azevedo Costa:
A new method of DNA probes selection and its use with multi-objective neural network for predicting the outcome of breast cancer preoperative chemotherapy. ESANN 2008: 71-76 - [c7]René Natowicz, Roberto Incitti, Roman Rouzier, Arben Çela, Antônio de Pádua Braga, Euler G. Horta, Thiago S. Rodrigues, Marcelo Azevedo Costa:
Downsizing Multigenic Predictors of the Response to Preoperative Chemotherapy in Breast Cancer. KES (2) 2008: 157-164 - 2000
- [j1]Yskandar Hamam, Françoise Pecker, François Rocaries, Hubert Lorino, Catherine Pavoine, René Natowicz:
Identification and modeling of calcium dynamics in cardiac myocytes. Simul. Pract. Theory 8(1-2): 3-15 (2000)
1990 – 1999
- 1995
- [c6]Bruno Gas, René Natowicz:
Unsupervised Learning of Temporal Sequences by Neural Networks. ICANNGA 1995: 253-256 - [c5]René Natowicz, Lothar Bergen, Bruno Gas:
Kohonen's Maps for Contour and "Region-Like" Segmentation of Gray Level and Color Images. ICANNGA 1995: 360-363 - [c4]René Natowicz:
Kohonen's Self Organizing Maps for Contour Segmentation of Gray Level and Color Images. IWANN 1995: 890-897 - 1994
- [c3]René Natowicz, Marcelo Alves de Barros, Mohamed Akil, Fabrizio Bosio:
Real Time Segmentation of Image Sequences by Self-Organizing Feature Map: Method and Reconfigurable Architecture. Applications in Parallel and Distributed Computing 1994: 267-276 - 1993
- [c2]René Natowicz, Robert Sokol:
Self-Organizing Feature Maps for Image Segmentation. IWANN 1993: 626-631 - 1992
- [c1]Bruno Gas, René Natowicz:
A model of formal neural networks for unsupervised learning of binary temporal sequences. ICPR (2) 1992: 541-544
Coauthor Index
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