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Joint prediction of road-traffic and parking occupancy over a city with representation learning

 Ali Ziat , Bertrand Leroy , Nicolas Baskiotis , Ludovic Denoyer
19th IEEE International Conference on Intelligent Transportation Systems, 2016, Rio de Janeiro, Brazil. ⟨10.1109/ITSC.2016.7795634⟩
Communication dans un congrès hal-01568009v1
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Hierarchical Label Partitioning for Large Scale Classification

 Raphael Puget , Nicolas Baskiotis
IEEE International Conference on Data Science and Advanced Analytics, DSAA'2015, Oct 2015, Paris, France
Communication dans un congrès hal-01207430v1

Représentation temporelle des mots : application au clustering de micro-blogs.

 Zeljko Kraljevic , Nicolas Baskiotis , Benjamin Piwowarski , Patrick Gallinari
Conférence en Recherche d'Infomations et Applications, Mar 2016, Toulouse, France. pp.531-544
Communication dans un congrès hal-01358679v1

The CARE Platform for the Analysis of Behavior Model Inference Techniques

 Sylvain Lamprier , Nicolas Baskiotis , Tewfik Ziadi , Lom Messan Hillah
Information and Software Technology, 2015, 60, pp.32-50. ⟨10.1016/j.infsof.2014.12.004⟩
Article dans une revue hal-01176438v1
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Mining ticketing logs for usage characterization with nonnegative matrix factorization

 Mickaël Poussevin , Nicolas Baskiotis , Vincent Guigue , Patrick Gallinari
SenseML 2014 -- ECML Workshop, Sep 2014, Nancy, France
Communication dans un congrès hal-01070359v1

Detecting Influence in User-Activity Logs

 Georgios Balikas , Nicolas Baskiotis
International Conference on Computational Social Science (ICCSS), 2015, Helsinki, Finland. 2015
Poster de conférence hal-01364100v1
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Factorisation matricielle sous contraintes pour l'analyse des usages du métro parisien

 Mickaël Poussevin , Nicolas Baskiotis , Vincent Guigue , Patrick Gallinari
CAp'2014 : Conférence d'Apprentissage Automatique, Jul 2014, Saint-Etienne, France
Communication dans un congrès hal-01070099v1

Anomaly detection and characterization in smart card logs using NMF and Tweets

 Emeric Tonnelier , Nicolas Baskiotis , Vincent Guigue , Patrick Gallinari
ESANN 2017 - 25th European Symposium on Artificial Neural Networks, Apr 2017, Bruges, Belgium
Communication dans un congrès hal-02503476v1

Car-traffic forecasting: A representation learning approach

 Ali Ziat , Gabriella Contardo , Nicolas Baskiotis , Ludovic Denoyer
Workshop MUD, Mining Urban Data 201, 2015, Unknown, Unknown Region
Communication dans un congrès hal-01357558v1
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An empirical comparison of V -fold penalisation and cross-validation for model selection in distribution-free regression

 Charanpal Dhanjal , Nicolas Baskiotis , Stéphan Clémençon , Nicolas Usunier
Pattern Analysis and Applications, 2016, 19 (1), pp.41-53. ⟨10.1007/s10044-014-0381-y⟩
Article dans une revue hal-01567869v1

CARE: a platform for reliable Comparison and Analysis of Reverse-Engineering techniques

 Sylvain Lamprier , Nicolas Baskiotis , Tewfik Ziadi , Lom Messan Hillah
18th IEEE International Conference on Engineering of Complex Computer Systems -- ICECCS, Jul 2013, Singapore, Singapore. pp.252-255, ⟨10.1109/ICECCS.2013.44⟩
Communication dans un congrès hal-01216087v1
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Sequential Dynamic Classification for Large Scale Multiclass Problems

 Raphael Puget , Nicolas Baskiotis , Patrick Gallinari
Extreme Classification Workshop at ICML, Jul 2015, Lille, France
Communication dans un congrès hal-01207428v1
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Structural Statistical Software Testing with Active Learning in a Graph

 Nicolas Baskiotis , Michèle Sebag
17th Annual International Conference on Inductive Logic Programming, Jun 2007, Oregon, United States
Communication dans un congrès inria-00171162v1
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C4.5 Competence Map: a Phase Transition-inspired Approach

 Nicolas Baskiotis , Michèle Sebag
Twenty-First International Conference on Machine Learning, Jul 2004, Banff, Alberta, Canada. ⟨10.1145/1015330.1015398⟩
Communication dans un congrès inria-00171190v1
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An Empirical Comparison of V-fold Penalisation and Cross Validation for Model Selection in Distribution-Free Regression

 Charanpal Dhanjal , Nicolas Baskiotis , Stéphan Clémençon , Nicolas Usunier
2012
Pré-publication, Document de travail hal-00762828v1
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Interpretable time series neural representation for classification purposes

 Etienne Le Naour , Ghislain Agoua , Nicolas Baskiotis , Vincent Guigue
2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA), Oct 2023, Thessaloniki, Greece. ⟨10.1109/DSAA60987.2023.10302534⟩
Communication dans un congrès hal-04284273v1

Anomaly Ranking in a High Dimensional Space: The Unsupervised TreeRank Algorithm

 Stephan Clémençon , Nicolas Baskiotis , Nicolas Vayatis
Celebi, Emre M.; Aydin, Kemal. Unsupervised Learning Algorithms, Springer International Publishing, pp.33--54, 2016, 978-3-319-24211-8. ⟨10.1007/978-3-319-24211-8_2⟩
Chapitre d'ouvrage hal-01364091v1
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Dimensionnement heuristique des réseaux optiques WDM multifibres par arrondi aléatoire de multiflot

 Nicolas Baskiotis , Stéphane Pérennes , Hervé Rivano
RR-4418, INRIA. 2002
Rapport inria-00072170v1

Learning Embeddings for Completion and Prediction of Relationnal Multivariate Time-Series

 Ali Ziat , Gabriella Contardo , Nicolas Baskiotis , Ludovic Denoyer
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - ESANN, 2016, Unknown, Unknown Region
Communication dans un congrès hal-01357554v1

Smart card in public transportation: designing a analysis system at the human scale

 Emeric Tonnelier , Nicolas Baskiotis , Vincent Guigue , Patrick Gallinari
ITSC, IEEE, 2016, Rio de Janeiro, Brazil
Communication dans un congrès hal-01356346v1

A Deep Approach of Affluence Forecasting in Subway Networks

 Nicolas Baskiotis , Lucas Becirspahic , Romain Brault , Stephane Duguet , Vincent Guigue , et al.
WCRR 2019 - 12th World Congress on Railway Research, Oct 2019, Tokyo, Japan
Communication dans un congrès hal-02503471v1
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EXIST: Exploitation/Exploration Inference for Statistical Software Testing

 Nicolas Baskiotis , Michèle Sebag , Marie-Claude Gaudel , Sandrine-Dominique Gouraud
On-line Trading of Exploration and Exploitation, NIPS 2006 Workshop, Dec 2006, Whistler, BC, Canada
Communication dans un congrès inria-00117172v1
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A hyperbolic approach for learning communities on graphs

 Thomas Gerald , Hadi Zaatiti , Hatem Hajri , Nicolas Baskiotis , Olivier Schwander
Data Mining and Knowledge Discovery, 2023, 37, pp.1090-1124. ⟨10.1007/s10618-022-00902-8⟩
Article dans une revue hal-04022426v1
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Joint Label/Example Hyperbolic Representation for Extreme Classification

 Thomas Gerald , Nicolas Baskiotis
Conférence sur l’Apprentissage automatique 2019, Jul 2019, Toulouse, France
Communication dans un congrès hal-04023681v1
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Multi-armed Bandit, Dynamic Environments and Meta-Bandits

 Cédric Hartland , Sylvain Gelly , Nicolas Baskiotis , Olivier Teytaud , Michèle Sebag
2006
Pré-publication, Document de travail hal-00113668v1

Exact and Efficient Temporal Steering of Software Behavioral Model Inference

 Sylvain Lamprier , Tewfik Ziadi , Nicolas Baskiotis , Lom Messan Hillah
19th IEEE International Conference on Engineering of Complex Computer Systems (ICECCS), Aug 2014, Tianjin, China. pp.166-175, ⟨10.1109/ICECCS.2014.31⟩
Communication dans un congrès hal-01217268v1

Mining ticketing logs for usage characterization with nonnegative matrix factorization

 Mickaël Poussevin , Emeric Tonnelier , Nicolas Baskiotis , Vincent Guigue , Patrick Gallinari
Big Data Analytics in the Social and Ubiquitous Context, 9546, Springer, pp.147-164, 2016, Lecture Notes in Computer Science, 978-3-319-29008-9
Chapitre d'ouvrage hal-01356359v1

Représentation Interprétable pour la Classification de Séries Temporelles

 Etienne Le Naour , Ghislain Agoua , Nicolas Baskiotis , Vincent Guigue
Conférence d'Apprentissage Automatique (CAp), 2023, Strasbourg, France
Communication dans un congrès hal-04439603v1

LSHTC: A Benchmark for Large-Scale Text Classification

 Ioannis Partalas , Aris Kosmopoulos , Nicolas Baskiotis , Thierry Artières , George Paliouras , et al.
2015
Pré-publication, Document de travail hal-01691460v1

Binary Stochastic Representations for Large Multi-class Classification

 Thomas Gerald , Nicolas Baskiotis , Ludovic Denoyer
The 24th International Conference on Neural Information Processing, Nov 2017, Guangzhou, China. pp.155-165, ⟨10.1007/978-3-319-70087-8_17⟩
Communication dans un congrès hal-04003146v1
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