logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
I

Isabelle Guyon

centre national de la recherche scientifique (cnrs)

57H-index
280Paper Count
3.7WCitation Count
Published Papers 23
Publication Date
logo
Meta-learning from learning curves for budget-limited algorithm selection
errPATTERN RECOGNITION LETTERS
IF3.3
err2024-09-01
err0
errOAAI
errNguyen, Manh Hung; Hosoya, Lisheng Sun; Guyon, Isabelle
errShare
errSave
Investigating synthetic medical time-series resemblance
errNEUROCOMPUTING
IF6.5
err2022-07-01
err4
PREAI
errBhanot, Karan; Pedersen, Joseph; Guyon, Isabelle; Bennett, Kristin P.
errShare
errSave
Codabench: Flexible, easy-to-use, and reproducible meta-benchmark platform
errPATTERNS
IF7.4
err2022-07-01
err6
errOAAI
errXu, Zhen; Escalera, Sergio; Pavao, Adrien; Richard, Magali; Tu, Wei-Wei; Yao, Quanming; Zhao, Huan; Guyon, Isabelle
errShare
errSave
Bridging the Gap of AutoGraph Between Academia and Industry: Analyzing AutoGraph Challenge at KDD Cup 2020
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2022-06-16
err0
errOAAI
errXu, Zhen; Wei, Lanning; Zhao, Huan; Ying, Rex; Yao, Quanming; Tu, Wei-Wei; Guyon, Isabelle
errShare
errSave
ChaLearn Looking at People: IsoGD and ConGD Large-Scale RGB-D Gesture Recognition
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2022-05-01
err18
errOAAI
errWan, Jun; Lin, Chi; Wen, Longyin; Li, Yunan; Miao, Qiguang; Escalera, Sergio; Anbarjafari, Gholamreza; Guyon, Isabelle; Guo, Guodong; Li, Stan Z.
errShare
errSave
Modeling, Recognizing, and Explaining Apparent Personality From Videos
errIEEE TRANSACTIONS ON AFFECTIVE COMPUTING
IF9.8
err2022-04-01
err35
errOAAI
errJair Escalante, Hugo; Kaya, Heysem; Salah, Albert Ali; Escalera, Sergio; Gucluturk, Yagmur; Guclu, Umut; Baro, Xavier; Guyon, Isabelle; Jacques, Julio C. S., Jr.; Madadi, Meysam; Ayache, Stephane; Viegas, Evelyne; Gurpinar, Furkan; Wicaksana, Achmadnoer Sukma; Liem, Cynthia C. S.; van Gerven, Marcel A. J.; van Lier, Rob
errShare
errSave
Neural networks for power flow: Graph neural solver
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2020-12-01
err63
errOAAI
errDonon, Balthazar; Clement, Remy; Donnot, Benjamin; Marot, Antoine; Guyon, Isabelle; Schoenauer, Marc
errShare
errSave
Learning to run a power network challenge for training topology controllers
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2020-12-01
err42
errOAAI
errMarot, Antoine; Donnot, Benjamin; Romero, Camilo; Donon, Balthazar; Lerousseau, Marvin; Veyrin-Forrer, Luca; Guyon, Isabelle
errShare
errSave
Generation and evaluation of privacy preserving synthetic health data
errNEUROCOMPUTING
IF6.5
err2020-11-01
err75
errOAAI
errYale, Andrew; Dash, Saloni; Dutta, Ritik; Guyon, Isabelle; Pavao, Adrien; Bennett, Kristin P.
errShare
errSave
Towards automated computer vision: analysis of the AutoCV challenges 2019?
errPATTERN RECOGNITION LETTERS
IF3.3
err2020-07-01
err4
errOAAI
errLiu, Zhengying; Xu, Zhen; Escalera, Sergio; Guyon, Isabelle; Jacques Junior, Julio C. S.; Madadi, Meysam; Pavao, Adrien; Treguer, Sebastien; Tu, Wei-Wei
errShare
errSave
Biases in feature selection with missing data
errNEUROCOMPUTING
IF6.5
err2019-05-01
err16
PREAI
errSeijo-Pardo, Borja; Alonso-Betanzos, Amparo; Bennett, Kristin P.; Bolon-Canedo, Veronica; Josse, Julie; Saeed, Mehreen; Guyon, Isabelle
errShare
errSave
Apparent Personality Analysis
errIEEE TRANSACTIONS ON AFFECTIVE COMPUTING
IF9.8
err2018-07-01
err5
PREAI
errEscalera, Sergio; Baro, Xavier; Guyon, Isabelle; Jair Escalante, Hugo
errShare
errSave
Expert systems: Special issue on Machine Learning Methods Neural Networks applied to Vision and Robotics (MLMVR)
errEXPERT SYSTEMS
IF2.3
err2018-04-26
err0
errOAAI
errGarcia-Rodriguez, Jose; Escalera, Sergio; Psarrou, Alexandra; Guyon, Isabelle; Lewis, Andrew; Leitner, Juxi
errShare
errSave
Looking at People Special Issue
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2018-01-31
err2
errOAAI
errEscalera, Sergio; Gonzalez, Jordi; Jair Escalante, Hugo; Baro, Xavier; Guyon, Isabelle
errShare
errSave
Principal motion components for one-shot gesture recognition
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2015-05-07
err21
PREAI
errEscalante, Hugo Jair; Guyon, Isabelle; Athitsos, Vassilis; Jangyodsuk, Pat; Wan, Jun
errShare
errSave
CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2014-07-01
err24
PREAI
errWan, Jun; Athitsos, Vassilis; Jangyodsuk, Pat; Jair Escalante, Hugo; Ruan, Qiuqi; Guyon, Isabelle
errShare
errSave
Analysis of the IJCNN 2011 UTL challenge
errNEURAL NETWORKS
IF6.3
err2012-08-01
err2
PREAI
errGuyon, Isabelle; Dror, Gideon; Lemaire, Vincent; Silver, Daniel L.; Taylor, Graham; Aha, David W.
errShare
errSave
Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge
errNEURAL NETWORKS
IF6.3
err2008-03-01
err16
PREAI
errGuyon, Isabelle; Saffari, Amir; Dror, Gideon; Cawley, Gavin
errShare
errSave
Competitive baseline methods set new standards for the NIPS 2003 feature selection benchmark
errPATTERN RECOGNITION LETTERS
IF3.3
err2007-09-01
err73
PREAI
errGuyon, Isabelle; Li, Jiwen; Mader, Theodor; Pletscher, Patrick A.; Schneider, Georg; Uhr, Markus
errShare
errSave
An automated, sheathless capillary electrophoresis-mass spectrometry platform for discovery of biomarkers in human serum
errELECTROPHORESIS
IF2.5
err2005-04-11
err42
errOAAI
errSassi, AP; Andel, F; Bitter, HML; Brown, MPS; Chapman, RG; Espiritu, J; Greenquist, AC; Guyon, I; Horchi-Alegre, M; Stults, KL; Wainright, A; Heller, JC; Stults, JT
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
S
Stan Z. Li
H-index: 103 · Papers: 1.0K
J
Jason Weston
H-index: 93 · Papers: 359
G
Guodong Guo
H-index: 66 · Papers: 378
S
Sérgio Escalera
H-index: 60 · Papers: 581
B
Bernhard E. Boser
H-index: 50 · Papers: 196
View more