Biquality learning: a framework to design algorithms dealing with closed-set distribution shifts von Nodet, Pierre, Lemaire, Vincent, Bondu, Alexis, Cornuéjols, Antoine

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Early classification of time series von Achenchabe, Youssef, Bondu, Alexis, Cornuéjols, Antoine, Dachraoui, Asma

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Advanced analytics and learning on temporal data: 5th ECML PKDD workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, revised selected papers. (Lecture notes in artificial inte... von Lemaire, Vincent, Malinowski, Simon, Bagnall, Anthony, Bondu, Alexis, Guyet, Thomas, Tavenard, Romain

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How to Detect Novelty in Textual Data Streams? A Comparative Study of Existing Methods von Christophe, Clément, Velcin, Julien, Cugliari, Jairo, Suignard, Philippe, Boumghar, Manel

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A non-parametric semi-supervised discretization method von Bondu, Alexis, Boullé, Marc, Lemaire, Vincent

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Proactive Fiber Break Detection Based on Quaternion Time Series and Automatic Variable Selection from Relational Data von Lemaire, Vincent, Boitier, Fabien, Pesic, Jelena, Bondu, Alexis, Ragot, Stéphane, Clérot, Fabrice

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Extended Kalman Filter for Large Scale Vessels Trajectory Tracking in Distributed Stream Processing Systems von Juraszek, Katarzyna, Saini, Nidhi, Charfuelan, Marcela, Hemsen, Holmer, Markl, Volker

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Quantifying Quality of Actions Using Wearable Sensor von Al-Naser, Mohammad, Niikura, Takehiro, Ahmed, Sheraz, Ohashi, Hiroki, Sato, Takuto, Okada, Mitsuhiro, Nakamura, Katsuyuki, Dengel, Andreas

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Seq2VAR: Multivariate Time Series Representation with Relational Neural Networks and Linear Autoregressive Model von Pineau, Edouard, Razakarivony, Sébastien, Bonald, Thomas

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Transform Learning Based Function Approximation for Regression and Forecasting von Kumar, Kriti, Majumdar, Angshul, Girish Chandra, M., Anil Kumar, A.

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Mislabeled examples detection viewed as probing machine learning models: concepts, survey and extensive benchmark von George, Thomas, Nodet, Pierre, Bondu, Alexis, Lemaire, Vincent

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Challenges and Limitations in Clustering Blood Donor Hemoglobin Trajectories von Vinkenoog, Marieke, Janssen, Mart, van Leeuwen, Matthijs

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biquality-learn: a Python library for Biquality Learning von Nodet, Pierre, Lemaire, Vincent, Bondu, Alexis, Cornuéjols, Antoine

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Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion von Renault, Aurélien, Bondu, Alexis, Lemaire, Vincent, Gay, Dominique

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ml_edm package: a Python toolkit for Machine Learning based Early Decision Making von Renault, Aurélien, Achenchabe, Youssef, Bertrand, Édouard, Bondu, Alexis, Cornuéjols, Antoine, Lemaire, Vincent, Dachraoui, Asma

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Massive-Scale Simulation of Electrical Load in Smart Grids Using Generalized Additive Models von Pompey, Pascal, Bondu, Alexis, Goude, Yannig, Sinn, Mathieu

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Early and Revocable Time Series Classification von Achenchabe, Youssef, Bondu, Alexis, Cornuéjols, Antoine, Lemaire, Vincent

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Contrastive Representations for Label Noise Require Fine-Tuning von Nodet, Pierre, Lemaire, Vincent, Bondu, Alexis, Cornuéjols, Antoine

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Early Classification of Time Series is Meaningful von Achenchabe, Youssef, Bondu, Alexis, Cornuéjols, Antoine, Lemaire, Vincent

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Importance Reweighting for Biquality Learning von Nodet, Pierre, Lemaire, Vincent, Bondu, Alexis, Cornuéjols, Antoine

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