Why is the prediction wrong? Towards underfitting case explanation via meta-classification.

Pierre Blanchart

Sheng Zhou Pierre Blanchart Michel Crucianu Marin Ferecatu Why is the prediction wrong? Towards underfitting case explanation via meta-classification. 2023 abs/2302.09952 CoRR https://doi.org/10.48550/arXiv.2302.09952 db/journals/corr/corr2302.html#abs-2302-09952

Maciej Sliwowski Matthieu Martin Antoine Souloumiac Pierre Blanchart Tetiana Aksenova Deep Learning for ECoG Brain-Computer Interface: End-to-End vs. Hand-Crafted Features. 358-373 2022 AI*IA https://doi.org/10.1007/978-3-031-27181-6_25 conf/aiia/2022 db/conf/aiia/aiia2022.html#SliwowskiMSBA22 Sheng Zhou Pierre Blanchart Michel Crucianu Marin Ferecatu Why is the prediction wrong? Towards underfitting case explanation via meta-classification. 1-9 2022 DSAA https://doi.org/10.1109/DSAA54385.2022.10032332 conf/dsaa/2022 db/conf/dsaa/dsaa2022.html#ZhouBCF22

Maciej Sliwowski Matthieu Martin Antoine Souloumiac Pierre Blanchart Tetiana Aksenova Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance. 2022 abs/2209.03789 CoRR https://doi.org/10.48550/arXiv.2209.03789 db/journals/corr/corr2209.html#abs-2209-03789

Maciej Sliwowski Matthieu Martin Antoine Souloumiac Pierre Blanchart Tetiana Aksenova Deep learning for ECoG brain-computer interface: end-to-end vs. hand-crafted features. 2022 abs/2210.02544 CoRR https://doi.org/10.48550/arXiv.2210.02544 db/journals/corr/corr2210.html#abs-2210-02544

Pierre Blanchart An exact counterfactual-example-based approach to tree-ensemble models interpretability. 2021 abs/2105.14820 CoRR https://arxiv.org/abs/2105.14820 db/journals/corr/corr2105.html#abs-2105-14820

Maciej Sliwowski Matthieu Martin Antoine Souloumiac Pierre Blanchart Tetiana Aksenova Decoding ECoG signal into 3D hand translation using deep learning. 2021 abs/2110.03528 CoRR https://arxiv.org/abs/2110.03528 db/journals/corr/corr2110.html#abs-2110-03528

Andrey Besedin Pierre Blanchart Michel Crucianu Marin Ferecatu Deep online classification using pseudo-generative models. 103048 2020 201 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2020.103048 db/journals/cviu/cviu201.html#BesedinBCF20

Oana Stan Renaud Sirdey Cédric Gouy-Pailler Pierre Blanchart Amira Ben Hamida Mohamed-Haykel Zayani Privacy-Preserving Tax Calculations in Smart Cities by Means of Inner-Product Functional Encryption. 1-8 2018 CSNet https://doi.org/10.1109/CSNET.2018.8602714 conf/csnet/2018 db/conf/csnet/csnet2018.html#StanSGBHZ18 Andrey Besedin Pierre Blanchart Michel Crucianu Marin Ferecatu Deep Online Storage-Free Learning on Unordered Image Streams. 103-112 2018 DMLE/IOTSTREAMING@PKDD/ECML https://doi.org/10.1007/978-3-030-14880-5_9 conf/pkdd/2018iotstreaming db/conf/pkdd/iotstreaming2018.html#BesedinBCF18 Andrey Besedin Pierre Blanchart Michel Crucianu Marin Ferecatu Evolutive Deep Models for Online Learning on Datastreams with no Storage. 2017 IOTSTREAMING@PKDD/ECML https://ceur-ws.org/Vol-1958/IOTSTREAMING2.pdf conf/pkdd/2017iotstreaming db/conf/pkdd/iotstreaming2017.html#BesedinBCF17 Pierre Blanchart Cédric Gouy-Pailler WHODID: Web-Based Interface for Human-Assisted Factory Operations in Fault Detection, Identification and Diagnosis. 437-441 2017 ECML/PKDD (3) https://doi.org/10.1007/978-3-319-71273-4_47 conf/pkdd/2017-3 db/conf/pkdd/pkdd2017-3.html#BlanchartG17 Pierre Blanchart Marin Ferecatu Local integrity constraints for structure detection and segmentation in high-resolution earth observation images. 373-377 2015 ICIP https://doi.org/10.1109/ICIP.2015.7350823 conf/icip/2015 db/conf/icip/icip2015.html#BlanchartF15

Pierre Blanchart Marin Ferecatu Shiyong Cui Mihai Datcu Pattern Retrieval in Large Image Databases Using Multiscale Coarse-to-Fine Cascaded Active Learning. 1127-1141 2014 7 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 https://doi.org/10.1109/JSTARS.2014.2302333 db/journals/staeors/staeors7.html#BlanchartFCD14

Pierre Blanchart Marine Depecker A Nonlinear Semantic-Preserving Projection Approach to Visualize Multivariate Periodical Time Series. 1053-1070 2014 25 IEEE Trans. Neural Networks Learn. Syst. 6 https://doi.org/10.1109/TNNLS.2013.2285928 db/journals/tnn/tnn25.html#BlanchartD14

Shiyong Cui Mihai Datcu Pierre Blanchart Cascade active learning for SAR image annotation. 2000-2003 2012 IGARSS https://doi.org/10.1109/IGARSS.2012.6351108 conf/igarss/2012 db/conf/igarss/igarss2012.html#CuiDB12 Pierre Blanchart Marin Ferecatu Mihai Datcu Active learning using the data distribution for interactive image classification and retrieval. 7-14 2011 CIDM https://doi.org/10.1109/CIDM.2011.5949446 conf/cidm/2011 db/conf/cidm/cidm2011.html#BlanchartFD11 Pierre Blanchart Marin Ferecatu Mihai Datcu Cascaded active learning for object retrieval using multiscale coarse to fine analysis. 2793-2796 2011 ICIP https://doi.org/10.1109/ICIP.2011.6116251 conf/icip/2011 db/conf/icip/icip2011.html#BlanchartFD11 Pierre Blanchart Marin Ferecatu Mihai Datcu Mining large satellite image repositories using semi-supervised methods. 1585-1588 2011 IGARSS https://doi.org/10.1109/IGARSS.2011.6049449 conf/igarss/2011 db/conf/igarss/igarss2011.html#BlanchartFD11

Pierre Blanchart Mihai Datcu A Semi-Supervised Algorithm for Auto-Annotation and Unknown Structures Discovery in Satellite Image Databases. 698-717 2010 3 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4-2 https://doi.org/10.1109/JSTARS.2010.2058794 db/journals/staeors/staeors3.html#BlanchartD10

Pierre Blanchart Liyun He François Le Gland Information fusion for indoor localization. 2083-2090 2009 FUSION https://ieeexplore.ieee.org/document/5203686/ conf/fusion/2009 db/conf/fusion/fusion2009.html#BlanchartHG09 Pierre Blanchart Mihai Datcu Semi-supervised Learning and Discovery of unkown Structures among Data: Application to Satellite Image Annotation. III:777-780 2009 IGARSS (3) https://doi.org/10.1109/IGARSS.2009.5417880 conf/igarss/2009 db/conf/igarss/igarss2009.html#BlanchartD09 Tetiana Aksenova Andrey Besedin Michel Crucianu Shiyong Cui Mihai Datcu Marine Depecker Marin Ferecatu François Le Gland Cédric Gouy-Pailler Amira Ben Hamida Liyun He Matthieu Martin Renaud Sirdey Maciej Sliwowski Antoine Souloumiac Oana Stan Mohamed-Haykel Zayani Sheng Zhou