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Xavier Siebert
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2020 – today
- 2024
- [j5]Gulshan Sihag
, Véronique Delcroix
Combining real data and expert knowledge to build a Bayesian Network - Application to assess multiple risk factors for fall among elderly people. Expert Syst. Appl. 252: 124106 (2024) - [j4]Christophe Denis, Mohamed Hebiri, Boris Ndjia Njike
Active learning algorithm through the lens of rejection arguments. Mach. Learn. 113(2): 753-788 (2024) - [i6]Otmane Amel, Sédrick Stassin, Sidi Ahmed Mahmoudi, Xavier Siebert:
Multimodal Approach for Harmonized System Code Prediction. CoRR abs/2406.04349 (2024) - 2023
- [c17]Luca La Fisca, Celiane Jennebauffe, Marie Bruyneel, Laurence Ris, Laurent Lefebvre, Xavier Siebert, Bernard Gosselin:
Enhancing OSA Assessment with Explainable AI. EMBC 2023: 1-6 - [c16]Otmane Amel, Sédrick Stassin, Sidi Ahmed Mahmoudi, Xavier Siebert:
Multimodal Approach for Harmonized System Code Prediction. ESANN 2023 - [c15]Sédrick Stassin, Otmane Amel, Sidi Ahmed Mahmoudi, Xavier Siebert:
Similarity versus Supervision: Best Approaches for HS Code Prediction. ESANN 2023 - [c14]Alexandre Englebert, Sédrick Stassin, Géraldin Nanfack, Sidi Ahmed Mahmoudi, Xavier Siebert, Olivier Cornu, Christophe De Vleeschouwer:
Explaining through Transformer Input Sampling. ICCV (Workshops) 2023: 806-815 - [c13]Luca La Fisca, Celiane Jennebauffe, Marie Bruyneel, Laurence Ris, Laurent Lefebvre, Xavier Siebert, Bernard Gosselin:
Explainable AI for EEG Biomarkers Identification in Obstructive Sleep Apnea Severity Scoring Task. NER 2023: 1-6 - [i5]Boris Ndjia Njike, Xavier Siebert:
Nonparametric active learning for cost-sensitive classification. CoRR abs/2310.00511 (2023) - 2022
- [c12]Boris Ndjia Njike, Xavier Siebert:
Multi-class classification in nonparametric active learning. AISTATS 2022: 7124-7162 - [c11]Gulshan Sihag
Evaluation of Risk Factors for Fall in Elderly People from Imbalanced Data using the Oversampling Technique SMOTE. ICT4AWE 2022: 50-58 - [c10]Gulshan Sihag
Advantages of Oversampling Techniques: A Case Study in Risk Factors for Fall Prediction. ICT4AWE (Revised Selected Papers) 2022: 56-78 - 2021
- [j3]Pierre De Handschutter, Nicolas Gillis
A survey on deep matrix factorizations. Comput. Sci. Rev. 42: 100423 (2021) - [i4]Boris Ndjia Njike, Xavier Siebert:
Nonparametric adaptive active learning under local smoothness condition. CoRR abs/2102.11077 (2021) - 2020
- [j2]Pierre De Handschutter
Near-Convex Archetypal Analysis. IEEE Signal Process. Lett. 27: 81-85 (2020) - [c9]Gulshan Sihag
Prediction of Risk Factors for Fall using Bayesian Networks with Partial Health Information. GLOBECOM (Workshops) 2020: 1-6 - [i3]Boris Ndjia Njike, Xavier Siebert:
K-NN active learning under local smoothness assumption. CoRR abs/2001.06485 (2020) - [i2]Pierre De Handschutter, Nicolas Gillis, Xavier Siebert:
Deep matrix factorizations. CoRR abs/2010.00380 (2020)
2010 – 2019
- 2019
- [i1]Pierre De Handschutter, Nicolas Gillis, Arnaud Vandaele, Xavier Siebert:
Near-Convex Archetypal Analysis. CoRR abs/1910.00821 (2019) - 2014
- [c8]Christian Frisson
AudioMetro: directing search for sound designers through content-based cues. Audio Mostly Conference 2014: 1:1-1:8 - [c7]Massimo Gurrieri, Philippe Fortemps
Alternative Decomposition Techniques for Label Ranking. IPMU (2) 2014: 464-474 - [c6]Christian Frisson, Stéphane Dupont, Willy Yvart, Nicolas Riche, Xavier Siebert, Thierry Dutoit:
A Proximity Grid Optimization Method to Improve Audio Search for Sound Design. ISMIR 2014: 349-354 - 2013
- [c5]Christian Frisson
VideoCycle: User-Friendly Navigation by Similarity in Video Databases. MMM (2) 2013: 550-553 - [e1]Matei Mancas, Nicolas D'Alessandro, Xavier Siebert
Intelligent Technologies for Interactive Entertainment - 5th International ICST Conference, INTETAIN 2013, Mons, Belgium, July 3-5, 2013, Revised Selected Papers. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 124, Springer 2013, ISBN 978-3-319-03891-9 [contents] - 2012
- [c4]Massimo Gurrieri, Xavier Siebert
Label Ranking: A New Rule-Based Label Ranking Method. IPMU (1) 2012: 613-623 - [c3]Christian Frisson, Stéphane Dupont, Julien Leroy, Alexis Moinet, Thierry Ravet, Xavier Siebert, Thierry Dutoit:
LoopJam: turning the dance floor into a collaborative instrumental map. NIME 2012 - 2010
- [j1]Damien Tardieu, Xavier Siebert
Browsing a dance video collection: dance analysis and interface design. J. Multimodal User Interfaces 4(1): 37-46 (2010) - [c2]Damien Tardieu, Xavier Siebert
An interactive installation for browsing a dance video database. ICME 2010: 1624-1628 - [c1]Christian Frisson, Benoît Macq, Stéphane Dupont, Xavier Siebert, Damien Tardieu, Thierry Dutoit:
DeviceCycle: Rapid and Reusable Prototyping of Gestural Interfaces, Applied to Audio Browsing by Similarity. NIME 2010: 473-476
Coauthor Index
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