Tomas Martin

Publications

• 2025
  Besrour, M., Lavoie, J. M., Omrani, T., Ménard, J., Ranjbar-Koleibi, E., Martin-Hardy, G. et al. (2025) Energy-efficient spiking neural network implementation for a retinal prosthesis. Neuroelectronics..
  DOI
• 2023
  Martin, T., Valtchev, P., Roux, L. R. (2023) Mining frequent generators and closures in data streams with FGC-Stream. Knowledge and Information Systems, 3295-3335. Springer Science+Business Media.
  DOI
• 2022
  Zarglayoun, H., Laurendeau-Martin, J., Tato, A., Vera-Estay, E., Blondin, A., Lamy-Brunelle, A. et al. (2022) Assessing and Optimizing Socio-Moral Reasoning Skills: Findings From the MorALERT Serious Video Game. Frontiers in Psychology, 767596-767596. Frontiers Media.
  DOI
• 2022
  Martin, T., Frías, V. G. F., Valtchev, P., Diallo, A. B., Lacroix, R. (2022) Generalized graph pattern discovery in linked data with data properties and a domain ontology. Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 1890-1899.
  DOI
• 2021
  Martin, T., Valtchev, P., Roux, L. R. (2021) FGC-Stream: A novel joint miner for frequent generators and closed itemsets in data streams.
  DOI
• 2021
  Martin, T., Frías, V. G. F., Valtchev, P., Diallo, A. B., Lacroix, R., Boukadoum, M. et al. (2021) Graph pattern mining on top of a domain ontology – preliminary results from a dairy production application. Procedia Computer Science, 1227-1236. Elsevier BV.
  DOI
• 2021
  Martin, T., Frías, V. G. F., Valtchev, P., Diallo, A. B., Lacroix, R., Leduc, M. et al. (2021) Towards Mining Generalized Patterns from RDF Data and a Domain Ontology. Communications in computer and information science, 268-278. Springer Science+Business Media.
  DOI
• 2020
  Martin, T., Diallo, A. B., Valtchev, P., Lacroix, R. (2020) Bridging the gap between an ontology and deep neural models by pattern mining.. JOWO.
  Consulter
• 2020
  Martin, T., Valtchev, P., Diallo, A. B. (2020) Leveraging a Domain Ontology in (Neural) Learning from Heterogeneous Data.. Conference on Information and Knowledge Management.
  Consulter
• 2017
  Halioui, A., Martin, T., Valtchev, P., Diallo, A. B. (2017) Ontology-based workflow pattern mining.
  DOI