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1

Interpretable time series kernel analytics by pre-image estimation

Tran, Thi Phuong Thao, Douzal-Chouakria, Ahlame, Varasteh Yazdi, Saeed, Honeine, Paul, Gallinari, Patrick

Journal:

Artificial Intelligence

Year:

2020

File:

PDF, 13.12 MB

2020

2

Structured prediction with reinforcement learning

Francis Maes, Ludovic Denoyer, Patrick Gallinari

Journal:

Machine Learning

Year:

2009

Language:

english

File:

PDF, 1.52 MB

english, 2009

3

Deep learning for physical processes: incorporating prior scientific knowledge

de BÃ©zenac, Emmanuel, Pajot, Arthur, Gallinari, Patrick

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2019

File:

PDF, 2.63 MB

2019

4

[ACM Press the 7th ACM international conference - New York, New York, USA (2014.02.24-2014.02.28)] Proceedings of the 7th ACM international conference on Web search and data mining - WSDM '14 - Learning latent representations of nodes for classifying in heterogeneous social networks

Jacob, Yann, Denoyer, Ludovic, Gallinari, Patrick

Year:

2014

Language:

english

File:

PDF, 498 KB

english, 2014

5

Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks

Santos, Ludovic Dos, Piwowarski, Benjamin, Denoyer, Ludovic, Gallinari, Patrick

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2018

Language:

english

File:

PDF, 8.05 MB

english, 2018

6

Apprentissage en temps réel pour la collecte d’information dans les réseaux sociaux

Gisselbrecht, Thibault, Denoyer, Ludovic, Gallinari, Patrick, Lamprier, Sylvain

Journal:

Document numérique

Year:

2015

File:

PDF, 1.11 MB

2015

7

[IEEE ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Barcelona, Spain (2020.5.4-2020.5.8)] ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Deep-SST-Eddies: A Deep Learning Framework to Detect Oceanic Eddies in Sea Surface Temperature Images

Moschos, Evangelos, Schwander, Olivier, Stegner, Alexandre, Gallinari, Patrick

Year:

2020

File:

PDF, 9.97 MB

2020

8

Practical complexity control in multilayer perceptrons

Patrick Gallinari, Tautvydas Cibas

Journal:

Signal Processing

Year:

1999

File:

PDF, 428 KB

1999

9

Sequential approaches for learning datum-wise sparse representations

Dulac-Arnold, Gabriel, Denoyer, Ludovic, Preux, Philippe, Gallinari, Patrick

Journal:

Machine Learning

Year:

2012

Language:

english

File:

PDF, 2.77 MB

english, 2012

10

Calibration and regret bounds for order-preserving surrogate losses in learning to rank

Calauzènes, Clément, Usunier, Nicolas, Gallinari, Patrick

Journal:

Machine Learning

Year:

2013

Language:

english

File:

PDF, 1.11 MB

english, 2013

11

[ACM Press the 10th ACM symposium - Manchester, United Kingdom (2010.09.21-2010.09.24)] Proceedings of the 10th ACM symposium on Document engineering - DocEng '10 - Document structure meets page layout

Spengler, Alex, Gallinari, Patrick

Year:

2010

Language:

english

File:

PDF, 1.13 MB

english, 2010

12

[ACM Press the 25th annual international ACM SIGIR conference - Tampere, Finland (2002.08.11-2002.08.15)] Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '02 - The use of unlabeled data to improve supervised learning for text summarization

Amini, Massih-Reza, Gallinari, Patrick

Year:

2002

Language:

english

File:

PDF, 270 KB

english, 2002

13

Multiple Bayesian discriminant functions for high-dimensional massive data classification

Zhang, Jianfei, Wang, Shengrui, Chen, Lifei, Gallinari, Patrick

Journal:

Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 2.31 MB

english, 2017

14

[IEEE 2017 IEEE International Conference on Data Mining (ICDM) - New Orleans, LA, USA (2017.11.18-2017.11.21)] 2017 IEEE International Conference on Data Mining (ICDM) - Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery

Ziat, Ali, Delasalles, Edouard, Denoyer, Ludovic, Gallinari, Patrick

Year:

2017

Language:

english

File:

PDF, 1.34 MB

english, 2017

15

A distributed Frank–Wolfe framework for learning low-rank matrices with the trace norm

Zheng, Wenjie, Bellet, Aurélien, Gallinari, Patrick

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 839 KB

english, 2018

16

Contextual bandits with hidden contexts: a focused data capture from social media streams

Lamprier, Sylvain, Gisselbrecht, Thibault, Gallinari, Patrick

Journal:

Data Mining and Knowledge Discovery

Year:

2019

Language:

english

File:

PDF, 1.15 MB

english, 2019

17

Knowledge graph entity typing via learning connecting embeddings

Zhao, Yu, Zhang, Anxiang, Feng, Huali, Li, Qing, Gallinari, Patrick, Ren, Fuji

Journal:

Knowledge-Based Systems

Year:

2020

File:

PDF, 967 KB

2020

18

Neural networks for discrimination and modelization of speakers

Younès Bennani, Patrick Gallinari

Journal:

Speech Communication

Year:

1995

Language:

english

File:

PDF, 1.47 MB

english, 1995

19

Neural and adaptive controllers for a non-minimum phase varying time-delay system

Abdelmoumène Toudeft, Patrick Gallinari

Journal:

Artificial Intelligence in Engineering

Year:

1997

Language:

english

File:

PDF, 961 KB

english, 1997

20

Maximum mutual information training for an online neural predictive handwritten word recognition system

Sonia Garcia-Salicetti, Bernadette Dorizzi, Patrick Gallinari, Zsolt Wimmer

Journal:

International Journal on Document Analysis and Recognition (IJDAR)

Year:

2001

Language:

english

File:

PDF, 261 KB

english, 2001

21

Semi-supervised learning with an imperfect supervisor

Massih R. Amini, Patrick Gallinari

Journal:

Knowledge and Information Systems

Year:

2005

Language:

english

File:

PDF, 468 KB

english, 2005

22

A Bayesian Framework for XML Information Retrieval: Searching and Learning with the INEX Collection

Benjamin Piwowarski, Patrick Gallinari

Journal:

Information Retrieval

Year:

2005

Language:

english

File:

PDF, 350 KB

english, 2005

23

Iterative Multi-label Multi-relational Classification Algorithm for complex social networks

Stéphane Peters, Yann Jacob, Ludovic Denoyer, Patrick Gallinari

Journal:

Social Network Analysis and Mining

Year:

2012

Language:

english

File:

PDF, 806 KB

english, 2012

24

A Learning to Rank framework applied to text-image retrieval

David Buffoni, Sabrina Tollari, Patrick Gallinari

Journal:

Multimedia Tools and Applications

Year:

2012

Language:

english

File:

PDF, 547 KB

english, 2012

25

Variable selection with neural networks

Tautvydas Cibas, Françoise Fogelman Soulié, Patrick Gallinari, Sarunas Raudys

Journal:

Year:

1996

Language:

english

File:

PDF, 1.76 MB

english, 1996

26

Bayesian network model for semi-structured document classification

Ludovic Denoyer, Patrick Gallinari

Journal:

Information Processing & Management

Year:

2004

Language:

english

File:

PDF, 382 KB

english, 2004

27

Improving document clustering in a learned concept space

Jean-François Pessiot, Young-Min Kim, Massih R. Amini, Patrick Gallinari

Journal:

Information Processing & Management

Year:

2010

Language:

english

File:

PDF, 375 KB

english, 2010

28

[IEEE 2011 Ieee Symposium On Computational Intelligence And Data Mining - Part Of 17273 - 2011 Ssci - Paris, France (2011.04.11-2011.04.15)] 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Link Pattern Prediction with tensor decomposition in multi-relational networks

Gao, Sheng, Denoyer, Ludovic, Gallinari, Patrick

Year:

2011

Language:

english

File:

PDF, 214 KB

english, 2011

29

Probabilistic latent tensor factorization model for link pattern prediction in multi-relational networks

GAO, Sheng, DENOYER, Ludovic, GALLINARI, Patrick, GUO, Jun

Journal:

The Journal of China Universities of Posts and Telecommunications

Year:

2012

Language:

english

File:

PDF, 477 KB

english, 2012

30

A system for the extraction and representation of summary of product characteristics content

Rubrichi, Stefania, Quaglini, Silvana, Spengler, Alex, Russo, Paola, Gallinari, Patrick

Journal:

Artificial Intelligence in Medicine

Year:

2013

Language:

english

File:

PDF, 713 KB

english, 2013

31

[ACM Press the 2013 IEEE/ACM International Conference - Niagara, Ontario, Canada (2013.08.25-2013.08.28)] Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining - ASONAM '13 - Choosing which message to publish on social networks

Lage, Ricardo, Denoyer, Ludovic, Gallinari, Patrick, Dolog, Peter

Year:

2013

Language:

english

File:

PDF, 140 KB

english, 2013

32

[ACM Press the sixth ACM conference - Dublin, Ireland (2012.09.09-2012.09.13)] Proceedings of the sixth ACM conference on Recommender systems - RecSys '12 - Ranking with non-random missing ratings

Pradel, Bruno, Usunier, Nicolas, Gallinari, Patrick

Year:

2012

Language:

english

File:

PDF, 613 KB

english, 2012

33

[ACM Press the 7th ACM international conference - New York, New York, USA (2014.02.24-2014.02.28)] Proceedings of the 7th ACM international conference on Web search and data mining - WSDM '14 - Web-scale classification

Partalas, Ioannis, Amini, Massih-Reza, Androutsopoulos, Ion, Artieres, Thierry, Gallinari, Patrick, Gaussier, Eric, Paliouras, Georgios

Year:

2014

Language:

english

File:

PDF, 309 KB

english, 2014

34

[ACM Press the 20th ACM international conference - Glasgow, Scotland, UK (2011.10.24-2011.10.28)] Proceedings of the 20th ACM international conference on Information and knowledge management - CIKM '11 - Temporal link prediction by integrating content and structure information

Gao, Sheng, Denoyer, Ludovic, Gallinari, Patrick

Year:

2011

Language:

english

File:

PDF, 647 KB

english, 2011

35

[IEEE 2010 2nd IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC 2010) - Beijing, China (2010.09.24-2010.09.26)] 2010 2nd IEEE InternationalConference on Network Infrastructure and Digital Content - Tensor decomposition model for link prediction in multi-relational networks

Gao, Sheng, Denoyer, Ludovic, Gallinari, Patrick

Year:

2010

Language:

english

File:

PDF, 155 KB

english, 2010

36

[IEEE 2008 Eighth IEEE International Conference on Data Mining (ICDM) - Pisa, Italy (2008.12.15-2008.12.19)] 2008 Eighth IEEE International Conference on Data Mining - Experimental Evaluation of the Value of Structure: How to Efficiently Exploit Interdependencies in Sequence Labeling

Wisniewski, Guillaume, Gallinari, Patrick

Year:

2008

Language:

english

File:

PDF, 296 KB

english, 2008

37

[IEEE 2012 3rd IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC 2012) - Beijing, China (2012.09.21-2012.09.23)] 2012 3rd IEEE International Conference on Network Infrastructure and Digital Content - Probabilistic Latent Tensor Factorization model for link pattern prediction

Gao, Sheng, Denoyer, Ludovic, Gallinari, Patrick

Year:

2012

Language:

english

File:

PDF, 924 KB

english, 2012

38

[IEEE 2009 International Conference on Advanced Information Networking and Applications Workshops (WAINA) - Bradford, United Kingdom (2009.05.26-2009.05.29)] 2009 International Conference on Advanced Information Networking and Applications Workshops - Learning to Extract Content from News Webpages

Spengler, Alex, Gallinari, Patrick

Year:

2009

Language:

english

File:

PDF, 192 KB

english, 2009

39

[IEEE 2014 IEEE 28th International Conference on Advanced Information Networking and Applications (AINA) - Victoria, BC, Canada (2014.5.13-2014.5.16)] 2014 IEEE 28th International Conference on Advanced Information Networking and Applications - Graph Anonymization Using Machine Learning

Maag, Maria Laura, Denoyer, Ludovic, Gallinari, Patrick

Year:

2014

Language:

english

File:

PDF, 328 KB

english, 2014

40

[IEEE 2010 Fifth International Conference on Internet and Web Applications and Services - Barcelona, Spain (2010.05.9-2010.05.15)] 2010 Fifth International Conference on Internet and Web Applications and Services - An Improved Structured and Progressive Electronic Dictionary for the Arabic Language: iSPEDAL

Hajjar, Mohammad, Al Hajjar, Abd El Salam, Zreik, Khaldoun, Gallinari, Patrick

Year:

2010

Language:

english

File:

PDF, 209 KB

english, 2010

41

[IEEE 2010 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2010) - Odense, Denmark (2010.08.9-2010.08.11)] 2010 International Conference on Advances in Social Networks Analysis and Mining - Iterative Annotation of Multi-relational Social Networks

Peters, Stéphane, Denoyer, Ludovic, Gallinari, Patrick

Year:

2010

Language:

english

File:

PDF, 951 KB

english, 2010

42

[ACM Press the 26th Annual International Conference - Montreal, Quebec, Canada (2009.06.14-2009.06.18)] Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 - Ranking with ordered weighted pairwise classification

Usunier, Nicolas, Buffoni, David, Gallinari, Patrick

Year:

2009

Language:

english

File:

PDF, 722 KB

english, 2009

43

A Cross-Domain Recommendation Model for Cyber-Physical Systems

Gao, Sheng, Luo, Hao, Chen, Da, Li, Shantao, Gallinari, Patrick, Ma, Zhanyu, Guo, Jun

Journal:

IEEE Transactions on Emerging Topics in Computing

Year:

2013

Language:

english

File:

PDF, 2.04 MB

english, 2013

44

Report on the XML mining track at INEX 2007 categorization and clustering of XML documents

Denoyer, Ludovic, Gallinari, Patrick

Journal:

ACM SIGIR Forum

Year:

2008

Language:

english

File:

PDF, 414 KB

english, 2008

45

[ACM Press Proceeding of the 17th ACM conference - Napa Valley, California, USA (2008.10.26-2008.10.30)] Proceeding of the 17th ACM conference on Information and knowledge mining - CIKM '08 - An extension of PLSA for document clustering

Kim, Young-Min, Pessiot, Jean-François, Amini, Massih Reza, Gallinari, Patrick

Year:

2008

Language:

english

File:

PDF, 101 KB

english, 2008

46

Twelve Numerical, Symbolic and Hybrid Supervised Classification Methods

Gascuel, Olivier, Bouchon-Meunier, Bernadette, Caraux, Gilles, Gallinari, Patrick, Guénoche, Alain, Guermeur, Yann, Lechevallier, Yves, Marsala, Christophe, Miclet, Laurent, Nicolas, Jacques, Nock, Ri

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Year:

1998

Language:

english

File:

PDF, 3.74 MB

english, 1998

47

[ACM Press the 21st ACM international conference - Barcelona, Spain (2013.10.21-2013.10.25)] Proceedings of the 21st ACM international conference on Multimedia - MM '13 - Multiview semi-supervised ranking for automatic image annotation

Fakeri-Tabrizi, Ali, Amini, Massih R., Gallinari, Patrick

Year:

2013

Language:

english

File:

PDF, 460 KB

english, 2013

48

[ACM Press the 24th international conference - Corvalis, Oregon (2007.06.20-2007.06.24)] Proceedings of the 24th international conference on Machine learning - ICML '07 - Solving multiclass support vector machines with LaRank

Bordes, Antoine, Bottou, Léon, Gallinari, Patrick, Weston, Jason

Year:

2007

Language:

english

File:

PDF, 405 KB

english, 2007

49

Industrial Applications of Neural Networks || A REVIEW OF CONNECTIONIST MODELS FOR SHORT TERM ELECTRICAL LOAD FORECASTING

Soulié, Françoise Fogelman, Gallinari, Patrick

Year:

1998

Language:

english

File:

PDF, 586 KB

english, 1998

50

[ACM Press the 21st international conference companion - Lyon, France (2012.04.16-2012.04.20)] Proceedings of the 21st international conference companion on World Wide Web - WWW '12 Companion - Predicting information diffusion on social networks with partial knowledge

Najar, Anis, Denoyer, Ludovic, Gallinari, Patrick

Year:

2012

Language:

english

File:

PDF, 447 KB

english, 2012