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1

Metric Learning

Bellet, Aurélien, Habrard, Amaury, Sebban, Marc

Journal:

Synthesis Lectures on Artificial Intelligence and Machine Learning

Year:

2015

Language:

english

File:

PDF, 2.80 MB

english, 2015

2

Good edit similarity learning by loss minimization

Bellet, Aurélien, Habrard, Amaury, Sebban, Marc

Journal:

Machine Learning

Year:

2012

Language:

english

File:

PDF, 1.14 MB

english, 2012

3

A lower bound on the sample size needed to perform a significant frequent pattern mining task

Stéphanie Jacquemont, François Jacquenet, Marc Sebban

Journal:

Pattern Recognition Letters

Year:

2009

Language:

english

File:

PDF, 529 KB

english, 2009

4

Learning a priori constrained weighted majority votes

Aurélien Bellet,Amaury Habrard,Emilie Morvant,Marc Sebban

Journal:

Machine Learning

Year:

2014

Language:

english

File:

PDF, 576 KB

english, 2014

5

Metric Learning from Imbalanced Data with Generalization Guarantees

Gautheron, Lâeo, Habrard, Amaury, Morvant, Emilie, Sebban, Marc

Journal:

Pattern Recognition Letters

Year:

2020

File:

PDF, 357 KB

2020

6

A hybrid filter/wrapper approach of feature selection using information theory

Marc Sebban, Richard Nock

Journal:

Pattern Recognition

Year:

2002

Language:

english

File:

PDF, 138 KB

english, 2002

7

An improved bound on the finite-sample risk of the nearest neighbor rule

Richard Nock, Marc Sebban

Journal:

Pattern Recognition Letters

Year:

2001

Language:

english

File:

PDF, 99 KB

english, 2001

8

Mining probabilistic automata: a statistical view of

Stéphanie Jacquemont, François Jacquenet, Marc Sebban

Journal:

Machine Learning

Year:

2009

Language:

english

File:

PDF, 2.28 MB

english, 2009

9

A SIMPLE LOCALLY ADAPTIVE NEAREST NEIGHBOR RULE WITH APPLICATION TO POLLUTION FORECASTING

NOCK, RICHARD, SEBBAN, MARC, BERNARD, DIDIER

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Year:

2003

Language:

english

File:

PDF, 331 KB

english, 2003

10

Deep Multi-Wasserstein Unsupervised Domain Adaptation

Le, Tien-Nam, Habrard, Amaury, Sebban, Marc

Journal:

Pattern Recognition Letters

Year:

2019

Language:

english

File:

PDF, 873 KB

english, 2019

11

On the analysis of adaptability in multi-source domain adaptation

Redko, Ievgen, Habrard, Amaury, Sebban, Marc

Journal:

Machine Learning

Year:

2019

Language:

english

File:

PDF, 795 KB

english, 2019

12

[IEEE 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) - Portland, OR, USA (2019.11.4-2019.11.6)] 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) - An Adjusted Nearest Neighbor Algorithm Maximizing the F-Measure from Imbalanced Data

Viola, Remi, Emonet, Remi, Habrard, Amaury, Metzler, Guillaume, Riou, Sebastien, Sebban, Marc

Year:

2019

File:

PDF, 6.97 MB

2019

13

[IEEE 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) - Portland, OR, USA (2019.11.4-2019.11.6)] 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) - Metric Learning from Imbalanced Data

Gautheron, Leo, Habrard, Amaury, Morvant, Emilie, Sebban, Marc

Year:

2019

Language:

english

File:

PDF, 1.59 MB

english, 2019

14

Learning stochastic edit distance: Application in handwritten character recognition

Jose Oncina, Marc Sebban

Journal:

Pattern Recognition

Year:

2006

Language:

english

File:

PDF, 276 KB

english, 2006

15

Learning state machine-based string edit kernels

Aurélien Bellet, Marc Bernard, Thierry Murgue, Marc Sebban

Journal:

Pattern Recognition

Year:

2010

Language:

english

File:

PDF, 400 KB

english, 2010

16

Learning probabilistic models of tree edit distance

Marc Bernard, Laurent Boyer, Amaury Habrard, Marc Sebban

Journal:

Pattern Recognition

Year:

2008

Language:

english

File:

PDF, 722 KB

english, 2008

17

A Bayesian boosting theorem

Richard Nock, Marc Sebban

Journal:

Pattern Recognition Letters

Year:

2001

Language:

english

File:

PDF, 130 KB

english, 2001

18

Volume-guaranteed pressure-support ventilation facing acute changes in ventilatory demand

Samir Jaber, Jean-Marc Delay, Stefan Matecki, Mustapha Sebbane, Jean-Jacques Eledjam, Laurent Brochard

Journal:

Intensive Care Medicine

Year:

2005

Language:

english

File:

PDF, 234 KB

english, 2005

19

Supervised learning of Gaussian mixture models for visual vocabulary generation

Basura Fernando, Elisa Fromont, Damien Muselet, Marc Sebban

Journal:

Pattern Recognition

Year:

2012

Language:

english

File:

PDF, 782 KB

english, 2012

20

[IEEE 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence (ICTAI) - Boca Raton, FL, USA (2011.11.7-2011.11.9)] 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence - Domain Adaptation with Good Edit Similarities: A Sparse Way to Deal with Scaling and Rotation Problems in Image Classification

Habrard, Amaury, Peyrache, Jean-Philippe, Sebban, Marc

Year:

2011

Language:

english

File:

PDF, 276 KB

english, 2011

21

[IEEE 2009 21st IEEE International Conference on Tools with Artificial Intelligence (ICTAI) - Newark, New Jersey, USA (2009.11.2-2009.11.4)] 2009 21st IEEE International Conference on Tools with Artificial Intelligence - Learning Constrained Edit State Machines

Boyer, Laurent, Gandrillon, Olivier, Habrard, Amaury, Pellerin, Mathilde, Sebban, Marc

Year:

2009

Language:

english

File:

PDF, 359 KB

english, 2009

22

Treatment response, drug survival and safety of anti-tumour necrosis factor α therapy in 193 patients with psoriatic arthritis: A twelve-year “real life” experience

Soubrier, Anne-Sophie, Bele-Philippe, Peggy, Cortet, Bernard, Ramdane-Sebbane, Nassima, Bacle-Boutry, Marie-Astrid, Lemeunier, Lucie, Flipo, Rene-Marc, Paccou, Julien

Journal:

Joint Bone Spine

Year:

2015

Language:

english

File:

PDF, 727 KB

english, 2015

23

[IEEE 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence (ICTAI) - Boca Raton, FL, USA (2011.11.7-2011.11.9)] 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence - Using the H-Divergence to Prune Probabilistic Automata

Bernard, Marc, Jeudy, Baptiste, Peyrache, Jean-Philippe, Sebban, Marc, Thollard, Franck

Year:

2011

Language:

english

File:

PDF, 244 KB

english, 2011

24

[IEEE 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence (ICTAI) - Boca Raton, FL, USA (2011.11.7-2011.11.9)] 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence - An Experimental Study on Learning with Good Edit Similarity Functions

Bellet, Aurelien, Sebban, Marc, Habrard, Amaury

Year:

2011

Language:

english

File:

PDF, 266 KB

english, 2011

25

[IEEE IEEE/WIC/ACM International Conference on Web Intelligence (WI'07) - Fremont, CA, USA (2007.11.2-2007.11.5)] IEEE/WIC/ACM International Conference on Web Intelligence (WI'07) - Correct your text with Google

Jacquemont, Stephanie, Jacquenet, Francois, Sebban, Marc

Year:

2007

Language:

english

File:

PDF, 434 KB

english, 2007

26

[IEEE 2006 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06) - Arlington, VA, USA (2006.11.13-2006.11.13)] 2006 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06) - Sequence Mining Without Sequences: A New Way for Privacy Preserving

Jacquemont, Stephanie, Jacquenet, Francois, Sebban, Marc

Year:

2006

Language:

english

File:

PDF, 338 KB

english, 2006

27

[IEEE 2010 25th International Conference of Image and Vision Computing New Zealand (IVCNZ) - Queenstown, New Zealand (2010.11.8-2010.11.9)] 2010 25th International Conference of Image and Vision Computing New Zealand - Accurate visual word construction using a supervised approach

Fernando, Basura, Fromont, Elisa, Muselet, Damien, Sebban, Marc

Year:

2010

Language:

english

File:

PDF, 264 KB

english, 2010

28

[IEEE 2013 IEEE International Conference on Computer Vision (ICCV) - Sydney, Australia (2013.12.1-2013.12.8)] 2013 IEEE International Conference on Computer Vision - Unsupervised Visual Domain Adaptation Using Subspace Alignment

Fernando, Basura, Habrard, Amaury, Sebban, Marc, Tuytelaars, Tinne

Year:

2013

Language:

english

File:

PDF, 238 KB

english, 2013

29

ITERATIVE SELF-LABELING DOMAIN ADAPTATION FOR LINEAR STRUCTURED IMAGE CLASSIFICATION

HABRARD, AMAURY, PEYRACHE, JEAN-PHILIPPE, SEBBAN, MARC

Journal:

International Journal of Artificial Intelligence Tools

Year:

2013

Language:

english

File:

PDF, 582 KB

english, 2013

30

Réponse au traitement, maintien thérapeutique et tolérance des anti-tumour necrosis factor α chez 193 patients atteints de rhumatisme psoriasique : une expérience de 12ans dans la « vraie vie »

Soubrier, Anne-Sophie, Bele-Philippe, Peggy, Cortet, Bernard, Ramdane-Sebbane, Nassima, Bacle-Boutry, Marie-Astrid, Lemeunier, Lucie, Flipo, Rene-Marc, Paccou, Julien

Journal:

Revue du Rhumatisme

Year:

2015

Language:

french

File:

PDF, 336 KB

french, 2015

31

Noninvasive Positive Pressure Ventilation in Patients with Respiratory Failure due to Severe Acute Pancreatitis

Jaber, Samir, Chanques, G&eacute, rald, Sebbane, Mustapha, Salhi, Farida, Delay, Jean-Marc, Perrigault, Pierre-Fran&ccedil, ois, Eledjam, Jean-Jacques

Journal:

Year:

2006

Language:

english

File:

PDF, 116 KB

english, 2006

32

[ACM Press Twenty-first international conference - Banff, Alberta, Canada (2004.07.04-2004.07.08)] Twenty-first international conference on Machine learning - ICML '04 - Boosting grammatical inference with confidence oracles

Janodet, Jean-Christophe, Nock, Richard, Sebban, Marc, Suchier, Henri-Maxime

Year:

2004

Language:

english

File:

PDF, 283 KB

english, 2004

33

[IEEE 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Boston, MA, USA (2015.6.7-2015.6.12)] 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Landmarks-based kernelized subspace alignment for unsupervised domain adaptation

Aljundi, Rahaf, Emonet, Remi, Muselet, Damien, Sebban, Marc

Year:

2015

Language:

english

File:

PDF, 461 KB

english, 2015

34

A new boosting algorithm for provably accurate unsupervised domain adaptation

Habrard, Amaury, Peyrache, Jean-Philippe, Sebban, Marc

Journal:

Knowledge and Information Systems

Year:

2016

Language:

english

File:

PDF, 1.43 MB

english, 2016

35

Scene classification based on semantic labeling

Rangel, José Carlos, Cazorla, Miguel, García-Varea, Ismael, Martínez-Gómez, Jesus, Fromont, Élisa, Sebban, Marc

Journal:

Advanced Robotics

Year:

2016

Language:

english

File:

PDF, 3.27 MB

english, 2016

36

Outcomes of Patients With Acute Respiratory Failure After Abdominal Surgery Treated With Noninvasive Positive Pressure Ventilation

Jaber, Samir, Delay, Jean-Marc, Chanques, Gérald, Sebbane, Mustapha, Jacquet, Eric, Souche, Bruno, Perrigault, Pierre-François, Eledjam, Jean-Jacques

Journal:

Year:

2005

Language:

english

File:

PDF, 148 KB

english, 2005

37

Learning Discriminative Tree Edit Similarities for Linear Classification - Application to Melody Recognition

Bellet, Aurélien, Bernarbeu, José F., Habrard, Amaury, Sebban, Marc

Journal:

Year:

2016

Language:

english

File:

PDF, 961 KB

english, 2016

38

The Effectiveness of Noninvasive Positive Pressure Ventilation to Enhance Preoxygenation in Morbidly Obese Patients: A Randomized Controlled Study

Delay, Jean-Marc, Sebbane, Mustapha, Jung, Boris, Nocca, David, Verzilli, Daniel, Pouzeratte, Yvan, Kamel, Moez El, Fabre, Jean-Michel, Eledjam, Jean-Jacques, Jaber, Samir

Journal:

Anesthesia & Analgesia

Year:

2008

Language:

english

File:

PDF, 460 KB

english, 2008

39

Platelet components associated with adverse reactions: predictive value of mitochondrial DNA relative to biological response modifiers

Cognasse, Fabrice, Aloui, Chaker, Anh Nguyen, Kim, Hamzeh-Cognasse, Hind, Fagan, Jocelyne, Arthaud, Charles-Antoine, Eyraud, Marie-Ange, Sebban, Marc, Fromont, Elisa, Pozzetto, Bruno, Laradi, Sandrine

Journal:

Transfusion (Elsevier)

Year:

2016

Language:

english

File:

PDF, 262 KB

english, 2016

40

SPIE Proceedings [SPIE SPIE's 1995 International Symposium on Optical Science, Engineering, and Instrumentation - San Diego, CA (Sunday 9 July 1995)] Soft X-Ray Lasers and Applications - 212-Angstrom neonlike zinc laser of LULI

Jamelot, Gerard, Jaegle, Pierre, Rus, Bedrich, Carillon, Antoine, Klisnick, Annie, Nantel, Marc, Sebban, Stephane, Albert, F., Zeitoun, Philippe, Plankl, E., Sirgand, A., Lewis, Ciaran L. S., MacPhee,

Year:

1995

Language:

english

File:

PDF, 1.10 MB

english, 1995

41

[IEEE 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR) - Kuala Lumpur, Malaysia (2015.11.3-2015.11.6)] 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR) - Supervised spectral subspace clustering for visual dictionary creation in the context of image classification

Ziko, Imtiaz Masud, Fromont, Elisa, Muselet, Damien, Sebban, Marc

Year:

2015

Language:

english

File:

PDF, 401 KB

english, 2015

42

[IEEE 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Las Vegas, NV, USA (2016.6.27-2016.6.30)] 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Metric Learning as Convex Combinations of Local Models with Generalization Guarantees

Zantedeschi, Valentina, Emonet, Remi, Sebban, Marc

Year:

2016

Language:

english

File:

PDF, 267 KB

english, 2016

43

A Computerized Prediction Model of Hazardous Inflammatory Platelet Transfusion Outcomes

Nguyen, Kim Anh, Hamzeh-Cognasse, Hind, Sebban, Marc, Fromont, Elisa, Chavarin, Patricia, Absi, Lena, Pozzetto, Bruno, Cognasse, Fabrice, Garraud, Olivier, Proost, Paul

Journal:

Year:

2014

Language:

english

File:

PDF, 2.40 MB

english, 2014

44

Mid-regional pro-adrenomedullin and copeptin to predict short-term prognosis of COPD exacerbations: a multicenter prospective blinded study

Dres, Martin, Hausfater, Pierre, Foissac, Frantz, Bernard, Maguy, Joly, Luc-Marie, Sebbane, Mustapha, Philippon, Anne-Laure, Gil-Jardiné, Cédric, Schmidt, Jeannot, Maignan, Maxime, Treluyer, Jean-Marc

Journal:

International Journal of Chronic Obstructive Pulmonary Disease

Year:

2017

Language:

english

File:

PDF, 827 KB

english, 2017

45

Learning Maximum Excluding Ellipsoids from Imbalanced Data with Theoretical Guarantees

Metzler, Guillaume, Badiche, Xavier, Belkasmi, Brahim, Fromont, Elisa, Habrard, Amaury, Sebban, Marc

Journal:

Pattern Recognition Letters

Year:

2018

Language:

english

File:

PDF, 467 KB

english, 2018