Dr. Vahid Partovi Nia
Polytechnique Montréal
Local AA-4469
Dr. Vahid Partovi Nia is Principal Machine Learning Scientist at Noah’s Ark Research Lab, Huawei Technologies and Adjunct Professor, Department of Mathematics and Industrial Engineering, Polytechnique de Montreal

Vahid studied his B.Sc., M.Sc., and Ph.D. in statistics.  He is interested in developing methodology and software for analyzing complex and massive data with applications in biology and technology.



Journal papers

M. Davtalab-Olyaie, M. Asgharian, V. Partovi Nia, 2019. Stochastic Ranking and Dominance in DEA. International Journal of Productions Economics

M. Mirshahi, V. Partovi Nia, L. Adjengue, 2018. Automatic Odor Prediction for Electronic Nose. https://doi.org/10.1080/02664763.2018.1441382

M. S. Ghaemi, B. Agard, M. Trépanier, V. Partovi Nia, 2017. A Visual Segmentation Method for Temporal Smart Card Data. Transportmetrica A: Transport Science, 13 (5) p.381-404

A-H Homaie-Shandizi, V. Partovi Nia, M. Gamache, B. Agard, 2016. Flight Deck Crew Reserve: from Data to Forecasting. Engineering Applications of Artificial Intelligence 50, 106-114.

V. Partovi Nia, M. Ghannad-Rezaie, 2016. Agglomerative Joint Clustering of Metabolic Data with Spike at Zero: A Bayesian Perspective. Biometrical Journal, Vol 58, Issue 2, 387-396.

Conference papers

S. Hu, Z. Chen, V. Partovi Nia, L. Chan, Y. Geng, 2018. Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models. 32nd Conference on Neural Information Processing Systems NeurIPS 2018, Montreal, Canada.

V. Partovi Nia, M. Belbahri, 2018. Binary Quantizer. Journal of Computational Vision and Imaging Systems, 4(1), 3. CVIS2018 Conference, Waterloo, Canada.

M. Mirshahi, V. Partovi Nia, L.  Adjengue, 2016. Statistical Measurement Validation with Application to Electronic Nose Technology. In proceedings of the 5th International Conference on Pattern Recognition Applications and Methods.  ISBN 978-989-758-173-1, pages 407-414. DOI: 10.5220/0005628204070414

Working papers

F. Farhadi, V. Partovi Nia, A. Lodi, 2019. Activation Adaptation in Neural Networks. DS4DM-2019-001

[Technical Report:PDF][DS4DM-2019-001]

M. Davtalab-Olyaie, M. Asgharian, V. Partovi Nia, 2017. Stochastic Ordering in Data Envelopment Analysis. DS4DM-2017-002

M. Mirshahi, V. Partovi Nia, L. Adjengue, 2016. An Online Data Validation Algorithm for Electronic Nose. DS4DM-2016-002