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- Machine Learning for Big Data Streams
- Artificial Intelligence, Big Data Science, IoT Analytics
- Open Source Software :
- PhD Students: Maroua Bahri, Dihia Boulegane, Nedeljko Radulovic, Minh Huong Le Nguyen, Mariam Barry.
- Former PhD Students: Jacob Montiel, Diego Marron, Matthias Carnein.
- Former Master Students: Arinto Murdopo, Antonio Severien, Rui Sarmiento, Diego Marron (2014), Hoang Nhat Minh Nguyen, Dihia Boulegane, Nedeljko Radulovic, Minh Huong Le Nguyen.
- Winning Competition: Kaggle LSHTC4 Large Scale Hierarchical Text Classification
- Co-chair KDD BigMine 2019: International Workshop on Big Data, Streams and Heterogeneous Source Mining, 2018, 2017, 2016, 2015, 2014, 2013, 2012
- Co-chair ACM SAC Data Streams Track 2020, 2019, 2018, 2017, 2016, 2015, 2014, 2013, 2012
- Editor of the ’Big Data Mining’ special issue of SIGKDD Explorations Dec. 2012.
- Special Session Co-Chair of DSAA 2017 (4th IEEE International Conference on Data Science and Advanced Analytics)
- Industrial Co-Chair of MDM 2016 (17th IEEE International Conference on Mobile Data Management)
- Industrial Co-Chair of ECML PKDD 2015 – European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
- Co-Chair of EuroIoTa 2016 (1st European IoT Analytics Summit)
- Demo Co-Chair of ICDM 2016 (16th IEEE International Conference on Data Mining)
- PC Co-chair of Workshop on Real-time & Stream Analytics in Big Data at IEEE Big Data Conference 2016
- Co-chair Workshop on Real-time & Stream Analytics in Big Data colocated with the 2016 IEEE International Conference on Big Data
- Co-chair VECPAR 2016: Workshop on Big Data & Deep Learning in HPC
- Co-chair jDSE16 Paris-Saclay Junior Conference on Data Science and Engineering
- Associate Editor of IEEE Transactions on Big Data (IEEE TDB) (2015-2017).
- Associate Editor of Neurocomputing Journal (2016-2017).
- Sponsorship Co-Chair of ECML PKDD 2017, ECML PKDD 2015, ECML PKDD 2013
- Organizing Co-chair Ubiquitous Data Mining @ IJCAI 2013
- Program committee memberships: Senior PC KDD-2019 Research Track, Senior PC IJCAI 2019, Senior PC PAKDD 2019, Senior PC ECML-PKDD 2019, Senior PC KDD-2018 Research Track, Senior PC IJCAI 2018, Senior PC PAKDD 2018, Senior PC IEEE BigData 2017, Senior PC KDD-2017 Applied Data Science Track, Senior PC IJCAI 2017, KDD 2016, ICDM 2016, IEEE BigData 2016, ECML-PKDD 2016, SDM 2016, WSDM 2016, CIKM 2016, PAKDD 2016, Senior PC IJCAI 2015, ICDM 2015, KDD 2015, SDM 2015, CIKM 2015, ICDM 2014, CIKM 2014, ECML-PKDD 2014, ECAI 2014, PRICAI 2014, DS 2014, KDD 2013, ECML-PKDD 2013, ACML 2013, DS 2013, ICDM 2011 Best Paper Award Committee, ICDM 2011, ICML 2011, IJCAI 2011, ECML-PKDD 2011, SAC-Data Streams 2011, HacDAIS 2011, EGC 2011, EPIA 2011, Sensor KDD 2011, ICML 2010, ECML-PKDD 2010, DS 2010, SAC-Data Streams 2010, HacDAIS 2010, Sensor KDD 2010, DS 2009, SAC-Data Streams 2009, Sensor KDD 2009.