Profil

Siebert Xavier

Université de Mons - UMONS > Faculté Polytechnique > Service de Mathématique et Recherche opérationnelle

Université de Mons - UMONS > Faculté Polytechnique > Mathématique et Recherche opérationnelle

ORCID
0000-0003-0869-7968

Main Referenced Co-authors
DUPONT, Stéphane  (19)
Frisson, Christian  (14)
FORTEMPS, Philippe  (12)
Gurrieri, Massimo  (12)
Tardieu, Damien (11)
Main Referenced Keywords
Multimodal learning (3); Customs fraud detection (2); Deep learning (2); Multimodal representation (2); Action recognition (1);
Main Referenced Unit & Research Centers
CRTI - Centre de Recherche en Technologie de l'Information (17)
BIOSYS - Biosys (1)
Main Referenced Disciplines
Mathematics (44)
Computer science (38)
Library & information sciences (12)
Electrical & electronics engineering (11)
Biochemistry, biophysics & molecular biology (7)

Publications (total 76)

The most downloaded
20 downloads
Mancas, M., Dutoit, T., D'alessandro, N., Siebert, X., Gosselin, B., & Valderrama, C. (2013). Intelligent Technologies for Interactive Entertainment: 5th International ICST Conference, INTETAIN 2013. Paper presented at 5th International ICST Conference, INTETAIN 2013, Mons, Belgium. https://hdl.handle.net/20.500.12907/41588
The most cited
26 citations (Scopus®)
Siebert, X., & Hummer, G. (26 June 2002). Hydrophobicity maps of the N-peptide coiled coil of HIV-1 gp41. Biochemistry, 41 (9), 2956-2961. https://hdl.handle.net/20.500.12907/12699

Amel, O., Mahmoudi, S., Siebert, X., & Hadjila fethallah. (24 August 2022). Multimodal learning for action recognition and customs fraud detection. Poster session presented at deep learning indaba 2022, Tunis, Tunisia.
Editorial reviewed

Amel, O., Mahmoudi, S., & Siebert, X. (28 July 2022). Multimodal learning for customs fraud detection and action recognition. Paper presented at Deeplearn summer school 2022.
Editorial reviewed

Stassin, S.* , Amel, O., Mahmoudi, S., & Siebert, X. (30 March 2022). Artificial Intelligence and Natural Language Processing for Customs Fraud Prediction. Paper presented at InforTech Day, Mons, Belgium.
Editorial reviewed

Amel, O., Mahmoudi, S., Siebert, X., & Stassin, S. (30 March 2022). Review of multimodal approaches. Paper presented at Infortech day on Data science, Mons, Belgium.

Ndjia Njike, B. E., & Siebert, X. (2022). Multi-class classification in nonparametric active learning. Proceedings of Machine Learning Research, 151, 7124–7162.
Peer reviewed

Denis, C., Hebiri, M., Ndjia Njike, B. E., & Siebert, X. (2022). Active learning algorithm through the lens of rejection arguments. arxiv.

Sihag, G., Delcroix, V., Grislin-Le Strugeon, E., Siebert, X., & Piechowiak, S. (2021). Temporal Data Simulation based on a real data set for fall prevention. Paper presented at 10èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes, Porquerolles, France.

De Handschutter, P., Gillis, N., & Siebert, X. (10 August 2021). Deep Matrix Factorizations. Computer Science Review, 42.
Peer Reviewed verified by ORBi

Delcroix, V., Sihag, G., Grislin-Le Strugeon, E., Siebert, X., Piechowiak, S., & Puisieux, F. (25 May 2021). Prédiction des facteurs de risque de chute chez les personnes âgées à partir d'observations partielles à l'aide d'un réseau bayésien. Paper presented at Colloque francophone chute de la personne âgée, Valenciennes, France.

Sihag, G., Delcroix, V., Grislin-Le Strugeon, E., Siebert, X., Piechowiak, S., Gaxatte, C., & Puisieux, F. (2021). Evaluation of risk factors for fall in elderly using Bayesian networks: A case study. Computer Methods and Programs in Biomedicine.
Peer Reviewed verified by ORBi

Giudice, F., WEBER, T., Lessage, X., Mahmoudi, S., Mahmoudi, S., & Siebert, X. (2020). Deep Convolutional Neural Networks (CNN) for mammographic abnormalities detection and segmentation. International Journal of Computer Assisted Radiology and Surgery.
Peer Reviewed verified by ORBi

Ndjia Njike, B. E., & Siebert, X. (2020). Nonparametric adaptive active learning under local smoothness condition. arXiv preprint arXiv:2102.11077, 2021.

De Handschutter, P., Gillis, N., Vandaele, A., & Siebert, X. (01 March 2020). Near-Convex Archetypal Analysis. IEEE Signal Processing Letters, 27 (1), 81-85.
Peer Reviewed verified by ORBi

Ndjia Njike, B. E., & Siebert, X. (22 November 2019). Nonparametric adaptive active learning under local smoothness condition. Paper presented at Grascomp Doctoral Day (GDD'19), UNamur, Belgium.

Ndjia Njike, B. E., & Siebert, X. (2019). K-NN active learning under local smoothness assumption. arXiv.org.

Leplat, V., Gillis, N., Siebert, X., & Ang, M. S. (2019). Séparation aveugle de sources sonores par factorization en matrices positives avec pénalité sur le volume du dictionnaire. GRETSI.
Peer reviewed

Ndjia Njike, B. E., & Siebert, X. (2019). Nonparametric Active learning under local smoothness assumption. Paper presented at Conférence francophone sur l'apprentissage automatique, Toulouse, France.

Ndjia Njike, B. E., & Siebert, X. (19 October 2018). Nonparametric active learning. Paper presented at Logic meets Learning, Umons, Belgium.

Bellahdid, N., Siebert, X., & Abbas, M. (21 May 2018). Active learning classification strategies. Poster session presented at 4th Algerian Congress of Mathematicians, Bourmedes, Algeria.

Ndjia Njike, B. E., & Siebert, X. (02 February 2018). Risk bounds on statistical learning. Paper presented at 32nd Annual Conference of the Belgian Operational Research Society (ORBEL 32), Liège, Belgium.

Bellahdid, N., Siebert, X., & Abbas, M. (01 February 2018). Comparison of active learning classification strategies. Paper presented at 32nd Annual Conference of the Belgian Operational Research Society (ORBEL 32), Liège, Belgium.

Ndjia Njike, B. E., & Siebert, X. (07 March 2017). Apprentissage Statistique : Théorie et Applications. Poster session presented at Huitième édition montoise du MdC : le Mardi des Chercheurs 2017, UMons, Belgique, 2017, Mons, Belgium.

Bellahdid, N., Siebert, X., & Abbas, M. (21 January 2017). Active learning classification strategies. Paper presented at Journées Doctorales de Recherche Opérationnelle et Management, USTBH, Algeria.

Siebert, X., Mélot, H., & Hulshof, C. (12 September 2016). Study of the robustness of descriptors for musical instruments classification. Poster session presented at Belgian-Dutch Conference on Machine Learning, BeneLearn, Courtrai, Belgium.

Slabchenko, O., Sydorenko, V., & Siebert, X. (15 August 2016). Development of models for imputation of data from social networks on the basis of an extended matrix of attributes. EasternEuropean Journal of Enterprise Technologies, 4 (2), 82.
Peer reviewed

Hulshof, C., Siebert, X., & Mélot, H. (2016). NeoMI: a New Environment for the Organization of Musical Instruments. Paper presented at International Workshop on Folk Music Analysis, Dublin, Ireland.

Gurrieri, M., Fortemps, P., & Siebert, X. (2014). Data Generation Techniques for Label Ranking. Paper presented at From Decision Aid to Preference Learning, Paris, France.

Gurrieri, M., Siebert, X., Ait Taleb, N., Pirlot, M., & Fortemps, P. (2014). Data Generation Techniques for Label Ranking. Paper presented at From Multiple Criteria Decision Analysis to Preference Learning DA2PL 2014, Ecole Centrale Paris , France.

Frisson, C., Dupont, S., Yvart, W., Riche, N., Siebert, X., & Dutoit, T. (2014). A Proximity Grid Optimization Method to Improve Audio Search for Sound Design. Paper presented at International Symposium/Conference on Music Information Retrieval, .

Frisson, C., Dupont, S., Yvart, W., Riche, N., Siebert, X., & Dutoit, T. (2014). AudioMetro: Directing Search for Sound Designers Through Content-based Cues. Paper presented at Audio Mostly Conference, . doi:10.1145/2636879.2636880

Gurrieri, M., Fortemps, P., & Siebert, X. (2014). Reduction learning techniques for Label Ranking. Paper presented at 0th Conference of the International Federation of Operational Research Societies, Barcelona, Spain.

Gurrieri, M., Fortemps, P., & Siebert, X. (2014). Alternative Decomposition Techniques for Label Ranking. Paper presented at 28th Conference on Quantitative Methods for Decision Making-ORBEL 2014, Mons , Belgium.

Siebert, X. (2014). MediaCycle : A tool for interactive browsing of multimedia libraries. Paper presented at 28th Conference on Quantitative Methods for Decision Making-ORBEL 2014, Mons , Belgium.

Gurrieri, M., Fortemps, P., & Siebert, X. (01 January 2014). Alternative Decomposition Techniques for Label Ranking. Communications in Computer and Information Science, 443 (2), 464-474.
Peer reviewed

Mancas, M., Dutoit, T., D'alessandro, N., Siebert, X., Gosselin, B., & Valderrama, C. (2013). Intelligent Technologies for Interactive Entertainment: 5th International ICST Conference, INTETAIN 2013. Paper presented at 5th International ICST Conference, INTETAIN 2013, Mons, Belgium.

Gurrieri, M., Fortemps, P., & Siebert, X. (2013). Label Ranking with Preference Intensity. Paper presented at European Conference on Data Analysis 2013, Luxembourg, Luxembourg.

Gurrieri, M., Siebert, X., & Fortemps, P. (2013). Label Ranking with Preference Intensity. Paper presented at 26th European Conference on Operational Research , EURO/INFORMS MMXIII, Rome, Italy.

Gurrieri, M., Fortemps, P., & Siebert, X. (2013). Label Ranking with Intensity of Preference. Paper presented at 26th European Conference on Operational Research , EURO/INFORMS MMXIII, Rome, Italy.

Borzee, F., Mousseau, V., Pirlot, M., Siebert, X., & Viappiani, P. (2013). Bayesian Recommendations and Utility Elicitation with Intensity of Preference Statements. Paper presented at 26th European Conference on Operational Research , EURO/INFORMS MMXIII, Rome, Italy.

Gurrieri, M., Fortemps, P., & Siebert, X. (20 March 2013). Rule Based Label Ranking. Paper presented at Présentation de 45' pendant le WORKSHOP: UNCERTAINTY IN MACHINE LEARNING, Marburg, Germany.

Frisson, C., Dupont, S., Moinet, A., Picard, C., Ravet, T., Siebert, X., & Dutoit, T. (2013). Video­Cy­cle: user-friendly nav­i­ga­tion by sim­i­lar­ity in video data­bases. Paper presented at Pro­ceed­ings of the Mul­ti­me­dia Mod­el­ing Con­fer­ence (MMM), Video Browser Show­down ses­sion, Huangshan, China.

Frisson, C., Dupont, S., Moinet, A., Picard, C., Ravet, T., Dutoit, T., & Siebert, X. (07 January 2013). VideoCycle: User-Friendly Navigation by Similarity in Video Databases. Lecture Notes in Computer Science, 7733, 550-553.
Peer reviewed

Gurrieri, M., Siebert, X., Fortemps, P., Greco, S., & Slowinski, R. (24 November 2012). Label Ranking: A New Rule-Based Label Ranking Method. Communications in Computer and Information Science, 297, 613-623.
Peer reviewed

Gurrieri, M., Siebert, X., Fortemps, P., Slowinski, R., & Greco, S. (2012). Reduction from Label Ranking to Binary Classification. Paper presented at From Multiple Criteria Decision Aid to Preference Learning DA2PL 2012, Mons, Belgium.

Pirlot, M., Gurrieri, M., & Siebert, X. (2012). DA2PL'2012: From Multiple Criteria Decision Aid to Preference Learning. Paper presented at From Multiple Criteria Decision Aid to Preference Learning DA2PL 2012, Mons, Belgium.

Frisson, C., Dupont, S., Leroy, J., Moinet, A., Ravet, T., Siebert, X., & Dutoit, T. (2012). LoopJam: turning the dance floor into a collaborative instrumental map. Paper presented at Proceedings of the 12th Conference on New Interfaces for Musical Expression (NIME'12), Ann Arbor, Michigan, United States - Michigan.

Frisson, C., Dupont, S., Leroy, J., Moinet, A., Ravet, T., Siebert, X., & Dutoit, T. (2012). LoopJam : une Carte Musicale Collaborative sur la Piste de Danse. Paper presented at Actes des Journées d'Informatique Musicale (JIM 2012), Mons, Belgium.

Mancas, M., De Beul, D., Riche, N., & Siebert, X. (2012). Human Attention Modelization and Data Reduction. In Video Compression. InTech.

Dupont, S., Frisson, C., Leroy, J., Moinet, A., Ravet, T., Siebert, X., & Urbain, J. (2011). LoopJam. Paper presented at NEM 2011, Torino, Italy.

Frisson, C., Dupont, S., Siebert, X., & Dutoit, T. (2011). Similarity in media content: digital art perspectives. Paper presented at ISEA 2011, Istanbul, Turkey.

Frisson, C., Dupont, S., Leroy, J., Moinet, A., Ravet, T., & Siebert, X. (01 June 2011). LoopJam: a collaborative musical map on the dance floor. Quarterly Progress Scientific Report of the Numediart Research Program, 4 (2), 37-40.

Dupont, S., Frisson, C., Urbain, J., Mahmoudi, S., & Siebert, X. (01 March 2011). MEDIABLENDER : INTERACTIVE MULTIMEDIA SEGMENTATION. Quarterly Progress Scientific Report of the Numediart Research Program, 4 (1), 1-6.

Tardieu, D., Siebert, X., Mazzarino, B., Chessini Bose, R., Dubois, J., Dupont, S., Varni, G., & Visentin, A. (01 September 2010). Browsing a dance video collection: dance analysis and interface design. Journal on Multimodal User Interfaces, 4 (1), 37-46.

Tardieu, D., Dupont, S., Siebert, X., Mazzarino, B., & Blumenthal, B. (2010). An Interactive installation for browsing a Dance Video Database. Paper presented at IMIDA2010, Workshop on Interactive Multimedia Installations and Digital Art, at ICME2010, Singapore, Singapore.

Tardieu, D., Siebert, X., Mazzarino, B., & Blumenthal, B. (2010). An interactive installation for browsing a dance video database. Paper presented at IEEE International Conference on Multimedia & Expo, Singapore.

Frisson, C., Dupont, S., Siebert, X., Tardieu, D., Dutoit, T., & Macq, B. (2010). DeviceCycle: rapid and reusable prototyping of gestural interfaces, applied to audio browsing by similarity. Paper presented at Conference on New Interfaces for Musical Expression, Sydney, Australia.

Dupont, S., Frisson, C., Siebert, X., & Tardieu, D. (2010). Browsing sound and music librairies by similarity. Paper presented at 128th Convention of the Audio Engineering Society, .

Tardieu, D., Siebert, X., Mazzarino, B., & Blumenthal, B. (01 April 2010). An interactive installation for browsing an dance video database. Paper presented at Le Fresnoy, Studio National des Arts Contemporains, Tourcoing, Tourcoing, France.

Chufan, E., Prigge, S., Siebert, X., Eipper, B., Mains, R., & Amzel, L. (2010). Differential reactivity between two copper sites in peptidylglycine alpha-hydroxylating monooxygenase (PHM). Journal of the American Chemical Society.
Peer Reviewed verified by ORBi

Siebert, X., Dupont, S., Frisson, C., & Tardieu, D. (2009). MultiMediaCycle: consolidating the hyforge framework towards improved scalability and usability. Paper presented at QPSR of the numediart research program, .

Tardieu, D., Dubois, J., Chessini Bose, R., Dupont, S., Mazzarino, B., Hidot, S., Moinet, A., Siebert, X., Varni, G., & Visentin, A. (01 September 2009). Video Navigation Tool: Application to browsing a database of dancers' performances. Quarterly Progress Scientific Report of the Numediart Research Program, 2 (3), 85-90.

Tardieu, D., Chessini Bose, R., Dubois, J., Dupont, S., Hidot, S., Mazzarino, B., Siebert, X., Varni, G., & Visentin, A. (2009). Video Navigation Tool: Application to browsing a database of dancers performances. Paper presented at 5th International Summer Workshop on Multimodal Interfaces - eNTERFACE'09, Genova, Italy.

Siebert, X., & Navaza, J. (01 July 2009). Urox 2.0: an interactive tool for fitting atomic models into electron microscopy reconstructions. Acta Crystallographica. Section D, Biological Crystallography, 65, 651-658. doi:10.1107/S0907444909008671
Peer Reviewed verified by ORBi

Siebert, X., & Navaza, J. (2009). UROX 2.0 : an interactive tool for fitting atomic models into electron- microscopy reconstructions. acta crystallographica D.
Peer reviewed

Dupont, S., Dubuisson, T., Mills, J., Moinet, A., Siebert, X., Tardieu, D., & Urbain, J. (26 June 2009). LaughterCycle. Quarterly Progress Scientific Report of the Numediart Research Program, 2 (2), 23-32.

Siebert, X., Dupont, S., Fortemps, P., & Tardieu, D. (01 March 2009). MediaCycle: browsing and performing with sound and image libraries. Quarterly Progress Scientific Report of the Numediart Research Program, 2 (1).

Frisson, C., Reboursière, L., Filatriau, J.-J., Todoroff, T., & Siebert, X. (01 March 2009). Behavioral Installations : emergent audiovisual installations influencd by visitor's behaviours. Quarterly Progress Scientific Report of the Numediart Research Program, 2 (5).

Mancas, M., Bagein, M., Guichard, N., Hidot, S., Machy, C., Mahmoudi, S., & Siebert, X. (01 December 2008). Project # 4.3 : augmented virtual studio. Quarterly Progress Scientific Report of the Numediart Research Program, 1 (4), 147-155.

Siebert, X., & Navaza, J. (26 June 2008). UROX, an interactive tool for fitting atomic models into low-resolution maps. Paper presented at New algorithms in macromolecular crystallography and Electron Microscopy, Leiden, Netherlands.

Libersou, S., Siebert, X., Ouldali, M., Estrozi, L., Navaza, J., Charpilienne, A., Garnier, P., Poncet, D., & Lepault, J. (26 June 2008). Geometry mismatches within the concentric layers of rotavirus particles : a potential regulatory switch of the rotavirus transcription activity. Journal of Virology, 82 (6), 2844-52.
Peer Reviewed verified by ORBi

Gutsche, I., Vujicic-Žagar, A., Siebert, X., Servant, P., Vannier, F., Castaing, B., Gallet, B., Heulin, T., de Groot, A., Sommer, S., & Serre, L. (2008). Complex oligomeric structure of DdrA : a protein required for the extreme radiotolerance of Deinococcus. Biochimica et Biophysica Acta.
Peer Reviewed verified by ORBi

Trapani, S., Siebert, X., & Navaza, J. (26 June 2007). The concept of resolution in the domain of rotations. Acta Crystallographica. Section A, Foundations of Crystallography, 63 (2), 126-130.
Peer Reviewed verified by ORBi

Amzel, L. M., Siebert, X., Armstrong, A., & Pabon, G. (26 June 2005). Thermodynamic Calculations in biological systems. Biophysical Chemistry, 117, 239-254.
Peer Reviewed verified by ORBi

Siebert, X., Eipper, B., Mains, R., Prigge, S., Blackburn, N., & Amzel, L. M. (26 June 2005). The catalytic copper of PHM also plays a critical structural role. Biophysical Journal, 89 (5), 3312-3319.
Peer Reviewed verified by ORBi

Siebert, X., & Amzel, L. M. (26 June 2004). Loss of translational entropy in molecular associations. Proteins : Structure, Function and Bioinformatics, 54 (1), 104-115.
Peer reviewed

Siebert, X., & Hummer, G. (26 June 2002). Hydrophobicity maps of the N-peptide coiled coil of HIV-1 gp41. Biochemistry, 41 (9), 2956-2961.
Peer Reviewed verified by ORBi

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