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Dive into the research topics where Emmanuel Monfrini is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Equivalence between LC-CRF and HMM, and Discriminative Computing of HMM-Based MPM and MAP
Azeraf, E., Monfrini, E. & Pieczynski, W., 1 Mar 2023, In: Algorithms. 16, 3, 173.Research output: Contribution to journal › Article › peer-review
Open Access -
Improving Usual Naive Bayes Classifier Performances with Neural Naïve Bayes based Models
Azeraf, E., Monfrini, E. & Pieczynski, W., 1 Jan 2022, ICPRAM 2022 - Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, Volume 1. De Marsico, M., Sanniti di Baja, G. & Fred, A. L. N. (eds.). Science and Technology Publications, Lda, p. 315-322 8 p. (International Conference on Pattern Recognition Applications and Methods; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
On Equivalence between Linear-chain Conditional Random Fields and Hidden Markov Chains
Azeraf, E., Monfrini, E. & Pieczynski, W., 1 Jan 2022, In: International Conference on Agents and Artificial Intelligence. 3, p. 725-728 4 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Fast Image Segmentation with Contextual Scan and Markov Chains
Fernandes, C., Monti, T., Monfrini, E. & Pieczynski, W., 1 Jan 2021, 29th European Signal Processing Conference, EUSIPCO 2021 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 626-630 5 p. (European Signal Processing Conference; vol. 2021-August).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Introducing the hidden neural markov chain framework
Azeraf, E., Monfrini, E., Vignon, E. & Pieczynski, W., 1 Jan 2021, ICAART 2021 - Proceedings of the 13th International Conference on Agents and Artificial Intelligence. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). SciTePress, p. 1013-1020 8 p. (ICAART 2021 - Proceedings of the 13th International Conference on Agents and Artificial Intelligence; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Unsupervised image segmentation with Gaussian Pairwise Markov Fields
Gangloff, H., Courbot, J. B., Monfrini, E. & Collet, C., 1 Jun 2021, In: Computational Statistics and Data Analysis. 158, 107178.Research output: Contribution to journal › Article › peer-review
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Unsupervised image segmentation with spatial triplet markov trees
Gangloff, H., Courbot, J. B., Monfrini, E. & Collet, C., 1 Jan 2021, 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1790-1794 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2021-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Using the Naive Bayes as a discriminative model
Azeraf, E., Monfrini, E. & Pieczynski, W., 26 Feb 2021, 2021 13th International Conference on Machine Learning and Computing, ICMLC 2021. Association for Computing Machinery, p. 106-110 5 p. 3457697. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Highly fast text segmentation with pairwise markov chains
Azeraf, E., Monfrini, E., Vignon, E. & Pieczynski, W., 5 Jun 2020, 6th International IEEE Congress on Information Science and Technology, CiSt 2020 - Proceeding. El Mohajir, M., Al Achhab, M., El Mohajir, B. E., Ane, B. K. & Jellouli, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 361-366 6 p. 9357304. (Colloquium in Information Science and Technology, CIST; vol. 2020-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Improved centerline tracking for new descriptors of atherosclerotic aortas
Gangloff, H., Monfrini, E., Ghariani, M. Z., Ohana, M., Collet, C. & Chakfé, N., 9 Nov 2020, 2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020. Institute of Electrical and Electronics Engineers Inc., 9286688. (2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access