Works by Vayatis, Nicolas

Results: 31

Continuous Assessment of Mental Workload During Complex Human–Machine Interaction: Inferring Cognitive State from Signals External to the Operator †.

Published in:

Sensors (14248220), 2025, v. 25, n. 12, p. 3624, doi. 10.3390/s25123624

By:

Roques, Axel;
Keriven Serpollet, Dimitri;
Nicolaï, Alice;
Buffat, Stéphane;
James, Yannick;
Vayatis, Nicolas;
Bargiotas, Ioannis;
Vidal, Pierre-Paul

Publication type:

Article

Assessing virtual reality presence through physiological measures: a comprehensive review.

Published in:

Frontiers in Virtual Reality, 2025, p. 1, doi. 10.3389/frvir.2025.1530770

By:

Wang, Danping;
Peng, Yunchao;
Haddouk, Lise;
Vayatis, Nicolas;
Vidal, Pierre-Paul

Publication type:

Article

Tilt perception is different in the pitch and roll planes in human.

Published in:

Physiological Reports, 2023, v. 11, n. 3, p. 1, doi. 10.14814/phy2.15374

By:

Keriven Serpollet, Dimitri;
Hartnagel, David;
James, Yannick;
Buffat, Stéphane;
Vayatis, Nicolas;
Bargiotas, Ioannis;
Vidal, Pierre‐Paul

Publication type:

Article

A review of center of pressure (COP) variables to quantify standing balance in elderly people: Algorithms and open‐access code*.

Published in:

Physiological Reports, 2021, v. 9, n. 22, p. 1, doi. 10.14814/phy2.15067

By:

Quijoux, Flavien;
Nicolaï, Alice;
Chairi, Ikram;
Bargiotas, Ioannis;
Ricard, Damien;
Yelnik, Alain;
Oudre, Laurent;
Bertin‐Hugault, François;
Vidal, Pierre‐Paul;
Vayatis, Nicolas;
Buffat, Stéphane;
Audiffren, Julien

Publication type:

Article

Innovative multidimensional gait evaluation using IMU in multiple sclerosis: introducing the semiogram.

Published in:

Frontiers in Neurology, 2023, p. 1, doi. 10.3389/fneur.2023.1237162

By:

Voisard, Cyril;
de l'Escalopier, Nicolas;
Vienne-Jumeau, Aliénor;
Moreau, Albane;
Quijoux, Flavien;
Bompaire, Flavie;
Sallansonnet, Magali;
Brechemier, Marie-Laure;
Taifas, Irina;
Tafani, Camille;
Drouard, Eve;
Vayatis, Nicolas;
Ricard, Damien;
Oudre, Laurent

Publication type:

Article

Pandemic lockdown, isolation, and exit policies based on machine learning predictions.

Published in:

Production & Operations Management, 2023, v. 32, n. 5, p. 1307, doi. 10.1111/poms.13726

By:

Evgeniou, Theodoros;
Fekom, Mathilde;
Ovchinnikov, Anton;
Porcher, Raphaël;
Pouchol, Camille;
Vayatis, Nicolas

Publication type:

Article

On the importance of local dynamics in statokinesigram: A multivariate approach for postural control evaluation in elderly.

Published in:

PLoS ONE, 2018, v. 13, n. 2, p. 1, doi. 10.1371/journal.pone.0192868

By:

Bargiotas, Ioannis;
Audiffren, Julien;
Vayatis, Nicolas;
Vidal, Pierre-Paul;
Buffat, Stephane;
Yelnik, Alain P.;
Ricard, Damien

Publication type:

Article

Ranking data with ordinal labels: optimality and pairwise aggregation.

Published in:

Machine Learning, 2013, v. 91, n. 1, p. 67, doi. 10.1007/s10994-012-5325-4

By:

Clémençon, Stéphan;
Robbiano, Sylvain;
Vayatis, Nicolas

Publication type:

Article

Adaptive partitioning schemes for bipartite ranking.

Published in:

Machine Learning, 2011, v. 83, n. 1, p. 31, doi. 10.1007/s10994-010-5190-y

By:

Clémençon, Stéphan;
Depecker, Marine;
Vayatis, Nicolas

Publication type:

Article

Balance Impairment in Radiation Induced Leukoencephalopathy Patients Is Coupled With Altered Visual Attention in Natural Tasks.

Published in:

Frontiers in Neurology, 2019, p. N.PAG, doi. 10.3389/fneur.2018.01185

By:

Bargiotas, Ioannis;
Moreau, Albane;
Vienne, Alienor;
Bompaire, Flavie;
Baruteau, Marie;
de Laage, Marie;
Campos, Matéo;
Psimaras, Dimitri;
Vayatis, Nicolas;
Labourdette, Christophe;
Vidal, Pierre-Paul;
Ricard, Damien;
Buffat, Stéphane

Publication type:

Article

Spectral bounds in random graphs applied to spreading phenomena and percolation.

Published in:

Advances in Applied Probability, 2018, v. 50, n. 2, p. 480, doi. 10.1017/apr.2018.22

By:

Lemonnier, Rémi;
Scaman, Kevin;
Vayatis, Nicolas

Publication type:

Article

Inertial measurement units to evaluate the efficacity of Equino Varus Foot surgery in post stroke hemiparetic patients: a feasibility study.

Published in:

Journal of NeuroEngineering & Rehabilitation (JNER), 2024, v. 21, n. 1, p. 1, doi. 10.1186/s12984-024-01469-9

By:

de l'Escalopier, Nicolas;
Voisard, Cyril;
Jung, Sylvain;
Michaud, Mona;
Moreau, Albane;
Vayatis, Nicolas;
Denormandie, Philippe;
Verrando, Alix;
Verdaguer, Claire;
Moussu, Alain;
Jequier, Aliénor;
Duret, Christophe;
Mailhan, Laurence;
Gatin, Laure;
Oudre, Laurent;
Ricard, Damien

Publication type:

Article

EpiBrainRad: an epidemiologic study of the neurotoxicity induced by radiotherapy in high grade glioma patients.

Published in:

2015

By:

Durand, Thomas;
Jacob, Sophie;
Lebouil, Laura;
Douzane, Hassen;
Lestaevel, Philippe;
Rahimian, Amithys;
Psimaras, Dimitri;
Feuvret, Loïc;
Leclercq, Delphine;
Brochet, Bruno;
Tamarat, Radia;
Milliat, Fabien;
Benderitter, Marc;
Vayatis, Nicolas;
Noël, Georges;
Khê Hoang-Xuan;
Delattre, Jean-Yves;
Ricard, Damien;
Bernier, Marie-Odile;
Hoang-Xuan, Khê

Publication type:

journal article

A Non Linear Scoring Approach for Evaluating Balance: Classification of Elderly as Fallers and Non-Fallers.

Published in:

PLoS ONE, 2016, v. 11, n. 12, p. 1, doi. 10.1371/journal.pone.0167456

By:

Audiffren, Julien;
Bargiotas, Ioannis;
Vayatis, Nicolas;
Vidal, Pierre-Paul;
Ricard, Damien

Publication type:

Article

Quantitative assessment of consciousness during anesthesia without EEG data.

Published in:

Journal of Clinical Monitoring & Computing, 2021, v. 35, n. 5, p. 993, doi. 10.1007/s10877-020-00553-4

By:

Dubost, Clément;
Humbert, Pierre;
Oudre, Laurent;
Labourdette, Christophe;
Vayatis, Nicolas;
Vidal, Pierre-Paul

Publication type:

Article

Learning Laplacian Matrix from Graph Signals with Sparse Spectral Representation.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Humbert, Pierre;
Le Bars, Batiste;
Oudre, Laurent;
Kalogeratos, Argyris;
Vayatis, Nicolas

Publication type:

Article

Link Prediction in Graphs with Autoregressive Features.

Published in:

Journal of Machine Learning Research, 2014, v. 15, n. 2, p. 565

By:

Richard, Emile;
Gaïffas, Stéphane;
Vayatis, Nicolas

Publication type:

Article

Ranking Forests.

Published in:

Journal of Machine Learning Research, 2013, v. 14, n. 1, p. 39

By:

Clémençon, Stephan;
Depecker, Marine;
Vayatis, Nicolas

Publication type:

Article

A Kernel Two-Sample Test.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 723

By:

Gretton, Arthur;
Borgwardt, Karsten M.;
Rasch, Malte J.;
Schölkopf, Bernhard;
Smola, Alexander;
Vayatis, Nicolas

Publication type:

Article

Ranking the Best Instances.

Published in:

Journal of Machine Learning Research, 2007, v. 8, n. 12, p. 2671

By:

Clémençon, Stéphan;
Vayatis, Nicolas

Publication type:

Article

On the Rate of Convergence of Regularized Boosting Classifiers.

Published in:

Journal of Machine Learning Research, 2004, v. 4, n. 5, p. 861, doi. 10.1162/1532443041424319

By:

Blanchard, Gilles;
Lugosi, G&aacutelbor;
Vayatis, Nicolas;
Graepel, Thore;
Herbrich, Ralf

Publication type:

Article

Beware of physiology: Anthropomorphism as a simplification mechanism for mastering complex human-machine interfaces.

Published in:

PLoS ONE, 2025, v. 20, n. 4, p. 1, doi. 10.1371/journal.pone.0321580

By:

Roques, Axel;
James, Yannick;
Vayatis, Nicolas;
Vidal, Pierre-Paul

Publication type:

Article

The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review.

Published in:

Sensors (14248220), 2020, v. 20, n. 19, p. 5625, doi. 10.3390/s20195625

By:

Jung, Sylvain;
Michaud, Mona;
Oudre, Laurent;
Dorveaux, Eric;
Gorintin, Louis;
Vayatis, Nicolas;
Ricard, Damien

Publication type:

Article

Template-Based Step Detection with Inertial Measurement Units.

Published in:

Sensors (14248220), 2018, v. 18, n. 11, p. 4033, doi. 10.3390/s18114033

By:

Oudre, Laurent;
Barrois-Müller, Rémi;
Moreau, Thomas;
Truong, Charles;
Vienne-Jumeau, Aliénor;
Ricard, Damien;
Vayatis, Nicolas;
Vidal, Pierre-Paul

Publication type:

Article

An opinion paper on the maintenance of robustness: Towards a multimodal and intergenerational approach using digital twins.

Published in:

Aging Medicine, 2020, v. 3, n. 3, p. 188, doi. 10.1002/agm2.12115

By:

Vidal, Pierre‐Paul;
Vienne‐Jumeau, Alienor;
Moreau, Albane;
Vidal, Catherine;
Wang, Danping;
Audiffren, Julien;
Bargiotas, Ioannis;
Barrois, Remi;
Buffat, Stephane;
Dubost, Clément;
Ghidaglia, Jean‐Michel;
Labourdette, Christophe;
Mantilla, Juan;
Oudre, Laurent;
Quijoux, Flavien;
Robert, Matthieu;
Yelnik, Alain P.;
Ricard, Damien;
Vayatis, Nicolas

Publication type:

Article

Evaluation methods to assess the efficacy of equinovarus foot surgery on the gait of post-stroke hemiplegic patients: A literature review .

Published in:

Frontiers in Neurology, 2022, v. 13, p. 1, doi. 10.3389/fneur.2022.1042667

By:

de l’Escalopier, Nicolas;
Voisard, Cyril;
Michaud, Mona;
Moreau, Albane;
Jung, Sylvain;
Tervil, Brian;
Vayatis, Nicolas;
Oudre, Laurent;
Ricard, Damien

Publication type:

Article

Heterogeneities of the perceptual-motor style during locomotion at height.

Published in:

Frontiers in Human Neuroscience, 2024, p. 1, doi. 10.3389/fnhum.2023.1228195

By:

Danping Wang;
Bargiotas, Ioannis;
Jiuwen Cao;
Vayatis, Nicolas;
Oudre, Laurent;
Vidal, Pierre-Paul

Publication type:

Article

Overlaying Classifiers: A Practical Approach to Optimal Scoring.

Published in:

Constructive Approximation, 2010, v. 32, n. 3, p. 619, doi. 10.1007/s00365-010-9084-9

By:

Clémençon, Stéphan;
Vayatis, Nicolas

Publication type:

Article

Preventing falls: the use of machine learning for the prediction of future falls in individuals without history of fall.

Published in:

Journal of Neurology, 2023, v. 270, n. 2, p. 618, doi. 10.1007/s00415-022-11251-3

By:

Bargiotas, Ioannis;
Wang, Danping;
Mantilla, Juan;
Quijoux, Flavien;
Moreau, Albane;
Vidal, Catherine;
Barrois, Remi;
Nicolai, Alice;
Audiffren, Julien;
Labourdette, Christophe;
Bertin‐Hugaul, François;
Oudre, Laurent;
Buffat, Stephane;
Yelnik, Alain;
Ricard, Damien;
Vayatis, Nicolas;
Vidal, Pierre-Paul

Publication type:

Article

Revealing posturographic profile of patients with Parkinsonian syndromes through a novel hypothesis testing framework based on machine learning.

Published in:

PLoS ONE, 2021, v. 16, n. 2, p. 1, doi. 10.1371/journal.pone.0246790

By:

Bargiotas, Ioannis;
Kalogeratos, Argyris;
Limnios, Myrto;
Vidal, Pierre-Paul;
Ricard, Damien;
Vayatis, Nicolas

Publication type:

Article

Selection of the Best Electroencephalogram Channel to Predict the Depth of Anesthesia.

Published in:

Frontiers in Computational Neuroscience, 2019, p. 1, doi. 10.3389/fncom.2019.00065

By:

Dubost, Clement;
Humbert, Pierre;
Benizri, Arno;
Tourtier, Jean-Pierre;
Vayatis, Nicolas;
Vidal, Pierre-Paul

Publication type:

Article