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The MIAI chair "Detection, classification and localisation of pollutants in air and liquids" is one of the 3 chairs of Axis 6 of the Grenoble MIAI institute. It is headed by Simon Barthelmé and Pierre Comon. This chair has been launched in November 2019, and involves industrial partners. This chair ended in November 2021. |
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List of participants
Permanent staff:
- Julyan Arbel (Mistis/Inria)
- Simon Barthelmé (Gipsa-Lab/CNRS)
- Dominique Bicout (TIMC/CHU)
- Florent Chatelain (Gipsa-Lab/INP)
- Pierre Comon (Gipsa-lab/CNRS)
- Nicolas Le Bihan (Gipsa-Lab/CNRS)
- Anne Maître (TIMC/CHU)
- Ronald Phlypo (Gipsa-Lab/INP)
- Arnaud Gansmandel
- Clément Cascalles
- Marie-Laure Aix
- Pierre Maho
- Daria Bystrova
- Feature extraction
- Supervised and Unsupervised Classification
- Robot oflaction
- Gas unmixing
- Electronic nose
- Enantiomer selectivity
- Optimal Transport problem
- Transducers with drift
- Experimental setup
- Performance evaluation
- Polycyclic Aromatic Hydrocarbons (PAH)
- Volatil Organic Compounds (VOC)
- Ecotoxicology
Meetings
- One meeting every other month with Aryballe tech
Publications 2019-2021
These works have been partially supported by MIAI @ Grenoble Alpes, (ANR-19-P3IA-0003)
Publications in international journals
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P. Maho, C. Herrier, T. Livache, G. Rolland, P. Comon and S. Barthelme,
- ``Reliable chiral recognition with an optoelectronic nose,'' Biosensors and Bioelectronics, vol.159, July, 2020. DOI: 10.1016/j.bios.2020.112183. Preprint: hal-02534216.
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P. Maho, C. Herrier, T. Livache, P. Comon, and S. Barthelme,
- ``Real-time gas recognition and gas unmixing in a robot application,'' Sensors and Actuators B: Chemical, vol.330, March, 2021. DOI: 10.1016/j.snb.2020.129111 Preprint: hal-02448737.
- S. Barthelmé and K. Usevich.
- ``Spectral properties of kernel matrices in the flat limit.'' SIAM Journal on Matrix Analysis and Applications, 42(1), 17-57, 2021. DOI: 10.1137/19M129677X. Preprint: arxiv:1910.14067 ; hal-03017947
- S. Barthelmé, N. Tremblay, K. Usevich and P. O. Amblard.
- ``Determinantal Point Processes in the Flat Limit,'' arXiv:2007.04117. 2020
- D. Bystrova, G. Poggiato, B. Bektas, J. Arbel, J. S. Clark, A. Guglielmi, and W. Thuiller.
- ``Clustering species with residual covariance matrix in Joint Species Distribution models.'' Frontiers Ecology And Evolution, 2021. DOI: 10.3389/fevo.2021.601384. Preprint: hal-03151472
- Y. Pilavci, P.-O. Amblard, S. Barthelme, N. Tremblay.
- ``Graph Tikhonov Regularization and Interpolation via Random Spanning Forests''. IEEE Transactions on Signal Processing on Networks. 2021. Preprint: hal-03012192
- P. Maho, C. Dolcinotti, T. Livache, C. Herrier, A. Andreev, et al. ``Reconnaissance de plusieurs composés chimiques à l'aide d'un robot équipé d'un nez électronique'', GRETSI, Aug. 26-29, 2019, Lille, France. hal-02180373.
- P. Maho, C. L. Dolcinotti, T. Livache, C. Herrier, A. Andreev, P. comon, and S. Barthelme, ``Olfactive robot for gas discrimination over several months using a new optoelectronic nose,'' In ISOEN, Fukukoa, Japan, May~26-29 2019. hal-02067954.
- Y. Pilavci, P.-O. Amblard, S. Barthelme, N. Tremblay. ``Smoothing graph signals via random spanning forests''. ICASSP 2020. hal-02319175
- C. Sejourne, R. Couillet, and P. Comon, ``A Large-Dimensional Analysis of Symmetric SNE,'' ICASSP, Toronto, Ontario, Canada, June~6-11, 2021. hal-03369132
- Z. Long, C. Zhu, J. Liu, Y. Liu, and P. Comon, ``Tensor Completion with Trainable Subspace Information,'' 2021.
- P. Maho and C. Herrier and T. Livache and P. Comon and S. Barthelme, ``A calibrant-free compensation method for chemical sensor arrays''. hal-03409223
- S. ElBouch and O. Michel and P. Comon, ``A Normality Test for Multivariate Dependent Samples''. hal-03344745
- J. H. de Morais Goulart and R. Couillet and P. Comon, ``A Random Matrix Perspective on Random Tensors''. arxiv:2108.0077