An interactive installation for browsing a dance video database. - Damien Tardieu; Xavier Siebert; Stéphane Dupont; Barbara Mazzarino; B. Blumenthal (ICME, 2010)

DeviceCycle: Rapid and Reusable Prototyping of Gestural Interfaces, Applied to Audio Browsing by Similarity. - Christian Frisson; Benoît Macq; Stéphane Dupont; Xavier Siebert; Damien Tardieu; Thierry Dutoit (NIME, 2010)

Browsing a dance video collection: dance analysis and interface design. - Damien Tardieu; Xavier Siebert; Barbara Mazzarino; Ricardo Chessini; Julien Dubois; Stéphane Dupont; Giovanna Varni; Alexandra Visentin (J. Multimodal User Interfaces, 2010)

Label Ranking: A New Rule-Based Label Ranking Method. - Massimo Gurrieri; Xavier Siebert; Philippe Fortemps; Salvatore Greco; Roman Slowinski (IPMU (1), 2012)

LoopJam: turning the dance floor into a collaborative instrumental map. - Christian Frisson; Stéphane Dupont; Julien Leroy 001; Alexis Moinet; Thierry Ravet; Xavier Siebert; Thierry Dutoit (NIME, 2012)

VideoCycle: User-Friendly Navigation by Similarity in Video Databases. - Christian Frisson; Stéphane Dupont; Alexis Moinet; Cécile Picard-Limpens; Thierry Ravet; Xavier Siebert; Thierry Dutoit (MMM (2), 2013)

AudioMetro: directing search for sound designers through content-based cues. - Christian Frisson; Stéphane Dupont; Willy Yvart; Nicolas Riche; Xavier Siebert; Thierry Dutoit (Audio Mostly Conference, 2014)

Alternative Decomposition Techniques for Label Ranking. - Massimo Gurrieri; Philippe Fortemps; Xavier Siebert (IPMU (2), 2014)

A Proximity Grid Optimization Method to Improve Audio Search for Sound Design. - Christian Frisson; Stéphane Dupont; Willy Yvart; Nicolas Riche; Xavier Siebert; Thierry Dutoit (ISMIR, 2014)

Prediction of Risk Factors for Fall using Bayesian Networks with Partial Health Information. - Gulshan Sihag; Véronique Delcroix; Emmanuelle Grislin; Xavier Siebert; Sylvain Piechowiak; François Puisieux (GLOBECOM (Workshops), 2020)

K-NN active learning under local smoothness assumption. - Boris Ndjia Njike; Xavier Siebert (CoRR, 2020)

Deep matrix factorizations. - Pierre De Handschutter; Nicolas Gillis; Xavier Siebert (CoRR, 2020)

Near-Convex Archetypal Analysis. - Pierre De Handschutter; Nicolas Gillis; Arnaud Vandaele; Xavier Siebert (IEEE Signal Process. Lett., 2020)

Nonparametric adaptive active learning under local smoothness condition. - Boris Ndjia Njike; Xavier Siebert (CoRR, 2021)

A survey on deep matrix factorizations. - Pierre De Handschutter; Nicolas Gillis; Xavier Siebert (Comput. Sci. Rev., 2021)

Multi-class classification in nonparametric active learning. - Boris Ndjia Njike; Xavier Siebert (AISTATS, 2022)

Evaluation of Risk Factors for Fall in Elderly People from Imbalanced Data using the Oversampling Technique SMOTE. - Gulshan Sihag; Pankaj Yadav; Véronique Delcroix; Vivek Vijay 001; Xavier Siebert; Sandeep Kumar Yadav; François Puisieux (ICT4AWE, 2022)

Advantages of Oversampling Techniques: A Case Study in Risk Factors for Fall Prediction. - Gulshan Sihag; Pankaj Yadav; Vivek Vijay 001; Véronique Delcroix; Xavier Siebert; Sandeep Kumar Yadav; François Puisieux (ICT4AWE (Revised Selected Papers), 2022)

Enhancing OSA Assessment with Explainable AI. - Luca La Fisca; Celiane Jennebauffe; Marie Bruyneel; Laurence Ris; Laurent Lefebvre; Xavier Siebert; Bernard Gosselin (EMBC, 2023)

Multimodal Approach for Harmonized System Code Prediction. - Otmane Amel; Sédrick Stassin; Sidi Ahmed Mahmoudi; Xavier Siebert (ESANN, 2023)

Similarity versus Supervision: Best Approaches for HS Code Prediction. - Sédrick Stassin; Otmane Amel; Sidi Ahmed Mahmoudi; Xavier Siebert (ESANN, 2023)

Explaining through Transformer Input Sampling. - Alexandre Englebert; Sédrick Stassin; Géraldin Nanfack; Sidi Ahmed Mahmoudi; Xavier Siebert; Olivier Cornu; Christophe De Vleeschouwer (ICCV (Workshops), 2023)

Explainable AI for EEG Biomarkers Identification in Obstructive Sleep Apnea Severity Scoring Task. - Luca La Fisca; Celiane Jennebauffe; Marie Bruyneel; Laurence Ris; Laurent Lefebvre; Xavier Siebert; Bernard Gosselin (NER, 2023)

Nonparametric active learning for cost-sensitive classification. - Boris Ndjia Njike; Xavier Siebert (CoRR, 2023)

Influence of image encoders and image features transformations in emergent communication. - Bastien Vanderplaetse; Stéphane Dupont; Xavier Siebert (ESANN, 2024)

Combining real data and expert knowledge to build a Bayesian Network - Application to assess multiple risk factors for fall among elderly people. - Gulshan Sihag; Véronique Delcroix; Emmanuelle Grislin-Le Strugeon; Xavier Siebert; Sylvain Piechowiak; François Puisieux (Expert Syst. Appl., 2024)

Active learning algorithm through the lens of rejection arguments. - Christophe Denis; Mohamed Hebiri; Boris Ndjia Njike; Xavier Siebert (Mach. Learn., 2024)