المؤلفون: Sameni, Reza, Vrins, Frédéric, Parmentier, Fabienne, Hérail, Christophe, Vigneron, Vincent, Verleysen, Michel, Jutten, Christian, Shamsollahi, Mohammad B.

مصطلحات موضوعية: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Machine Learning, Quantitative Biology - Quantitative Methods

URL الوصول: http://arxiv.org/abs/2302.00206

المؤلفون: Lambert, Pierre, de Bodt, Cyril, Verleysen, Michel, Lee, John

مصطلحات موضوعية: Computer Science - Machine Learning

URL الوصول: http://arxiv.org/abs/2202.12087

المؤلفون: Lee, John Aldo, Couplet, Edouard, Lambert, Pierre, Journaux, Ludovic, Mulders, Dounia, de Bodt, Cyril, Verleysen, Michel, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

المساهمون: UCL - SST/ICTM/ELEN - Pôle en ingénierie électrique, UCL - SSS/IREC/MIRO - Pôle d'imagerie moléculaire, radiothérapie et oncologie

مصطلحات موضوعية: t-SNE, Neighbour embedding, Early exaggeration, Global structure, Data visualization

Relation: boreal:292743; http://hdl.handle.net/2078.1/292743

الاتاحة: http://hdl.handle.net/2078.1/292743

المؤلفون: Simon, Geoffroy, Lee, John, Verleysen, Michel, Cottrell, Marie

المساهمون: MachineLearning Group - DICE (DICE), Université Catholique de Louvain = Catholic University of Louvain (UCL), Statistique Appliquée et MOdélisation Stochastique (SAMOS), Université Paris 1 Panthéon-Sorbonne (UP1), Modélisation Appliquée, Trajectoires Institutionnelles et Stratégies Socio-Économiques (MATISSE - UMR 8595), Université Paris 1 Panthéon-Sorbonne (UP1)-Centre National de la Recherche Scientifique (CNRS)

المصدر: 2004 IEEE International Joint Conference on Neural Networks
https://hal.science/hal-00141472
2004 IEEE International Joint Conference on Neural Networks, Jul 2024, Budapest, Hungary. pp.1635-1640

مصطلحات موضوعية: SOM, Time series, Missing data, [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST], [INFO.INFO-NE]Computer Science [cs]/Neural and Evolutionary Computing [cs.NE]

جغرافية الموضوع: Budapest, Hungary

Relation: hal-00141472; https://hal.science/hal-00141472; https://hal.science/hal-00141472/document; https://hal.science/hal-00141472/file/IJCNN_2004_lee_simon_Double_quantization_forecasting_method_for_filling.pdf

الاتاحة: https://hal.science/hal-00141472
https://hal.science/hal-00141472/document
https://hal.science/hal-00141472/file/IJCNN_2004_lee_simon_Double_quantization_forecasting_method_for_filling.pdf

المؤلفون: Crecchi, Francesco, de Bodt, Cyril, Verleysen, Michel, Lee, John A., Bacciu, Davide

مصطلحات موضوعية: Computer Science - Machine Learning, Statistics - Machine Learning

URL الوصول: http://arxiv.org/abs/2010.01359

المؤلفون: Couplet, Edouard, Lambert, Pierre, Verleysen, Michel, Lee, John Aldo, De Bodt, Cyril

المساهمون: UCL - SST/ICTM/ELEN - Pôle en ingénierie électrique

المصدر: Neurocomputing, Vol. 597C (2024)

مصطلحات موضوعية: tabular data, neural networks, generalization, deep learning, data complexity, model complexity

Relation: boreal:293414; http://hdl.handle.net/2078.1/293414

الاتاحة: http://hdl.handle.net/2078.1/293414
https://doi.org/10.1016/j.neucom.2024.127967

المؤلفون: Couplet, Edouard, Lambert, Pierre, Verleysen, Michel, Mulders, Dounia, Lee, John Aldo, De Bodt, Cyril, ECML PKDD

المساهمون: UCL - SST/ICTM/ELEN - Pôle en ingénierie électrique

المصدر: Proceedings of AIMLAI workshop, Vol. 1, no.1, p. 1-16 (2023)

مصطلحات موضوعية: t-SNE, Interpretability, Nonlinear dimensionality reduction, Parametric mappings, Data visualization, Explainability

Relation: boreal:279549; http://hdl.handle.net/2078.1/279549

الاتاحة: http://hdl.handle.net/2078.1/279549

المؤلفون: Couplet, Edouard, Lambert, Pierre, Verleysen, Michel, Lee, John Aldo, De Bodt, Cyril, 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

المساهمون: UCL - SST/ICTM/ELEN - Pôle en ingénierie électrique

المصدر: ESANN proceedings, Vol. 1, no.1, p. 1-6 (2023)

مصطلحات موضوعية: Deep neural networks, Latent representation, Tabular data, Network architecture

Relation: boreal:279565; http://hdl.handle.net/2078.1/279565

الاتاحة: http://hdl.handle.net/2078.1/279565
https://doi.org/10.14428/esann/2023.ES2023-156

المؤلفون: Germany Morrison, Enrique, Teixeira, Igor, Danthine, Venethia, Verleysen, Michel, Nonclercq, Antoine, El Tahry, Riëm

المصدر: In: Proceedings of the ILAE 35th International Epilepsy Congress

مصطلحات موضوعية: Ingénierie biomédicale

وصف الملف: 1 full-text file(s): application/pdf

Relation: uri/info:doi/http://dx.doi.org/10.1111/epi.17787; https://dipot.ulb.ac.be/dspace/bitstream/2013/369580/3/ILAE_Germany.pdf; http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/369580

الاتاحة: http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/369580
https://dipot.ulb.ac.be/dspace/bitstream/2013/369580/3/ILAE_Germany.pdf

المؤلفون: Walter Serna-Serna, De Bodt, Cyril, Andres M. Alvarez-Meza, Lee, John Aldo, Verleysen, Michel, Alvaro A. Orozco-Gutierrez

المساهمون: UCL - SST/ICTM/ELEN - Pôle en ingénierie électrique, Universidad Tecnológica de Pereira - Automatic Research Group, Universidad Nacional de Colombia - Signal Processing and Recognition Group

المصدر: Neurocomputing, Vol. 550, no.1, p. 126496 (2023)

مصطلحات موضوعية: Dimensionality reduction, Stochastic neighbor embedding, Semi-supervised learning, Neighborhood preservation, Data visualization

Relation: boreal:276608; http://hdl.handle.net/2078.1/276608; urn:ISSN:0925-2312; urn:EISSN:1872-8286

الاتاحة: http://hdl.handle.net/2078.1/276608
https://doi.org/10.1016/j.neucom.2023.126496

المؤلفون: van den Elzen, Stef, Andrienko, Gennady, Andrienko, Natalia, Fisher, Brian D, Martins, Rafael M, Peltonen, Jaakko, Telea, Alexandru C, Verleysen, Michel

المساهمون: UCL - SST/ICTM/ELEN - Pôle en ingénierie électrique

المصدر: IEEE Computer Graphics and Applications, Vol. 43, no.2, p. 78-88 (2023)

Relation: boreal:280914; http://hdl.handle.net/2078.1/280914; urn:ISSN:0272-1716; urn:EISSN:1558-1756

الاتاحة: http://hdl.handle.net/2078.1/280914

المؤلفون: van den Elzen, Stef, Andrienko, Gennady, Andrienko, Natalia, Fisher, Brian D., Martins, Rafael M., Peltonen, Jaakko, Telea, Alexandru C., Verleysen, Michel

المصدر: van den Elzen , S , Andrienko , G , Andrienko , N , Fisher , B D , Martins , R M , Peltonen , J , Telea , A C & Verleysen , M 2023 , ' The Flow of Trust : A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications ' , IEEE Computer Graphics and Applications , vol. 43 , no. 2 , pp. 78-88 . https://doi.org/10.1109/MCG.2023.3237286

مصطلحات موضوعية: Visualization, Feedback loop, Instruments, Pipelines, Machine learning, Cognition, Object recognition

وصف الملف: application/pdf

الاتاحة: https://research.tue.nl/en/publications/e7e6d19c-8645-490e-99e2-8daad9a98a76
https://doi.org/10.1109/MCG.2023.3237286
https://pure.tue.nl/ws/files/301995449/The_Flow_of_Trust_A_Visualization_Framework_to_Externalize_Explore_and_Explain_Trust_in_ML_Applications.pdf
http://www.scopus.com/inward/record.url?scp=85151377641&partnerID=8YFLogxK

المؤلفون: Germany Morrison, Enrique, Teixeira, Igor, Danthine, Venethia, Santalucia, Roberto, Cakiroglu, Inci, Torres, Andres, Verleysen, Michel, Delbeke, Jean, Nonclercq, Antoine, El Tahry, Riëm

المصدر: Journal of neural engineering, 20 (4

مصطلحات موضوعية: Sciences bio-médicales et agricoles, Humans, Vagus Nerve Stimulation, Brain, Prostheses and Implants, Drug Resistant Epilepsy, Electroencephalography, functional brain connectivity, graph theory analysis, low-density EEG, refractory epilepsy, therapy outcome

وصف الملف: 2 full-text file(s): application/pdf | application/pdf

Relation: uri/info:doi/10.1088/1741-2552/acf1cd; uri/info:pmid/37595607; uri/info:scp/85169186599; https://dipot.ulb.ac.be/dspace/bitstream/2013/365411/3/Complete_Document_for_Review_V1.pdf; https://dipot.ulb.ac.be/dspace/bitstream/2013/365411/4/Complete_Document_for_Review_V1.pdf; http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/365411

الاتاحة: http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/365411
https://dipot.ulb.ac.be/dspace/bitstream/2013/365411/3/Complete_Document_for_Review_V1.pdf
https://dipot.ulb.ac.be/dspace/bitstream/2013/365411/4/Complete_Document_for_Review_V1.pdf

المؤلفون: Lambert, Pierre, De Bodt, Cyril, Verleysen, Michel, Lee, John Aldo

المساهمون: UCL - SST/ICTM/ELEN - Pôle en ingénierie électrique

مصطلحات موضوعية: Dimensionality reduction, Multidimensional scaling, Stochastic quartet, Randomness, Big data, Distance preservation, Gradient descent, Fast algorithms

Relation: boreal:252550; http://hdl.handle.net/2078.1/252550

الاتاحة: http://hdl.handle.net/2078.1/252550

المؤلفون: Lambert, Pierre, Lee, John Aldo, Verleysen, Michel, De Bodt, Cyril

المساهمون: UCL - SST/ICTM/ELEN - Pôle en ingénierie électrique

مصطلحات موضوعية: Dimensionality reduction, Neighbor embedding, t-SNE, Fast algorithm, Randomness, Big data, Data subsamplings, Vantage-point trees, Barnes-Hut, Similarity preservation, Stochastic neighborhoods, Multi-scale

Relation: boreal:252553; http://hdl.handle.net/2078.1/252553

الاتاحة: http://hdl.handle.net/2078.1/252553

المؤلفون: Verleysen, Michel, Rossi, Fabrice, François, Damien

المصدر: Similarity-Based Clustering, Villmann, Th.; Biehl, M.; Hammer, B.; Verleysen, M. (Ed.) (2009) 52-69

مصطلحات موضوعية: Computer Science - Learning, Computer Science - Information Theory

URL الوصول: http://arxiv.org/abs/0909.0635

المؤلفون: Cottrell, Marie, Gaubert, Patrice, Eloy, Cédric, François, Damien, Hallaux, Geoffroy, Lacaille, Jérôme, Verleysen, Michel

المصدر: Advances in Self-Organizing Maps, Jos\'e Principe, Risto Miikkulainen (Ed.) (2009) 37-44

مصطلحات موضوعية: Statistics - Applications

URL الوصول: http://arxiv.org/abs/0907.1368

المؤلفون: Krier, Catherine, Rossi, Fabrice, François, Damien, Verleysen, Michel

المصدر: Chemometrics and Intelligent Laboratory Systems (2008)

مصطلحات موضوعية: Computer Science - Neural and Evolutionary Computing

URL الوصول: http://arxiv.org/abs/0802.0287

المؤلفون: François, Damien, Rossi, Fabrice, Wertz, Vincent, Verleysen, Michel

المصدر: Neurocomputing 70, 7-9 (2007) 1276-1288

مصطلحات موضوعية: Computer Science - Learning, Statistics - Applications

URL الوصول: http://arxiv.org/abs/0709.3640

المؤلفون: Rossi, Fabrice, François, Damien, Wertz, Vincent, Meurens, Marc, Verleysen, Michel

المصدر: Chemometrics and Intelligent Laboratory Systems / I Mathematical Background Chemometrics Intell Lab Syst 86, 2 (2007) 208-218

مصطلحات موضوعية: Computer Science - Learning, Statistics - Applications

URL الوصول: http://arxiv.org/abs/0709.3639