Robust multiple-instance learning ensembles using random subspace instance selection

Autor: Marc-André Carbonneau, Ghyslain Gagnon, Eric Granger, Alexandre J. Raymond

Publikováno v: Pattern Recognition. 58:83-99

Many real-world pattern recognition problems can be modeled using multiple-instance learning (MIL), where instances are grouped into bags, and each bag is assigned a label. State-of-the-art MIL methods provide a high level of performance when strong

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d6e4a4ad956ed93a383b8585bc1e5b5d
https://doi.org/10.1016/j.patcog.2016.03.035

Hardware Architecture for List Successive Cancellation Decoding of Polar Codes

Autor: Andreas Burg, Alexios Balatsoukas-Stimming, Warren J. Gross, Alexandre J. Raymond

Publikováno v: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

This brief presents a hardware architecture and algorithmic improvements for list successive cancellation (SC) decoding of polar codes. More specifically, we show how to completely avoid copying of the likelihoods, which is algorithmically the most c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6abd57daf8828cb3d765cb1d32054979
https://doi.org/10.1109/tcsii.2014.2327336

Hardware Implementation of Successive-Cancellation Decoders for Polar Codes

Autor: Alexandre J. Raymond, Sarkis Gabi, Camille Leroux, Ido Tal, Alexander Vardy, Warren J. Gross

Publikováno v: Journal of Signal Processing Systems. 69:305-315

The recently-discovered polar codes are seen as a major breakthrough in coding theory; they provably achieve the theoretical capacity of discrete memoryless channels using the low-complexity successive cancellation decoding algorithm. Motivated by re

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::7f3841a1d1c9fd74ce4b56eca302bfd0
https://doi.org/10.1007/s11265-012-0685-3

RSSI-based indoor tracking using the extended Kalman filter and circularly polarized antennas

Autor: Alexandre J. Raymond, Ghyslain Gagnon, Moez Ben Kilani, Philippe Lavoie, Francois Gagnon

Publikováno v: WPNC

A tracking scenario comprising a mobile emitter node moving through an indoor environment covered by multiple anchor receivers is investigated in this work. A localization method based on received signal strength indicators (RSSI) and making use of t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6683077e6d7e3875b7b3f40d38a30b7e
https://doi.org/10.1109/wpnc.2014.6843305

Nucleotide excision repair deficiency is a targetable therapeutic vulnerability in clear cell renal cell carcinoma.

Autor: Prosz, Aurel¹ (AUTHOR), Duan, Haohui^2,3 (AUTHOR), Tisza, Viktoria^4,5 (AUTHOR), Sahgal, Pranshu^4,6,7,8 (AUTHOR), Topka, Sabine^9,10,11 (AUTHOR), Klus, Gregory T.^4,12 (AUTHOR), Börcsök, Judit^1,13 (AUTHOR), Sztupinszki, Zsofia^1,4 (AUTHOR), Hanlon, Timothy¹⁴ (AUTHOR), Diossy, Miklos^1,4 (AUTHOR), Vizkeleti, Laura¹⁵ (AUTHOR), Stormoen, Dag Rune¹⁶ (AUTHOR), Csabai, Istvan¹⁷ (AUTHOR), Pappot, Helle¹⁶ (AUTHOR), Vijai, Joseph^10,11,18,19 (AUTHOR), Offit, Kenneth^{9,10,11,18,19} (AUTHOR), Ried, Thomas¹² (AUTHOR), Sethi, Nilay^6,7,8 (AUTHOR), Mouw, Kent W.^13,20,21 (AUTHOR), Spisak, Sandor⁵ (AUTHOR) spisak.sandor@ttk.hu

Publikováno v: Scientific Reports. 11/23/2023, Vol. 13 Issue 1, p1-10. 10p.