Françoise Fogelman-Soulié

According to our database, Françoise Fogelman-Soulié authored at least 47 papers between 1980 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Harnessing collective intelligence for the future of learning - a co-constructed research and development agenda.

Dusan Misevic, Ignacio Atal, Denis Bedard, Eric Cherel, José Escamilla, Linda Evans, Valerie Hannon, Caroline Huron, Olivier Irrmann, René F. Kizilcec, Emmanuel Lazega, Kerri Lemoie, Ariel B. Lindner, Mariana Macedo, Gaell Mainguy, Richard Mann, Camille Masselot, Pietro Michelucci, Iryna Nikolayeva, Amy Ogan, Mar Pérez-Sanagustín, Niccolo Pescetelli, Sasha Poquet, Janet Rafner, Dominic Regester, Marc Santolini, Jean-Marc Sevin, Dafna Shahaf, Jacob Friis Sherson, Jacksón Smith, Mattias Söllner, Françoise Fogelman-Soulié, François Taddei, Liubov Tupikina, Sander van der Leeuw

Hum. Comput., 2023

2021

AI & Human Values - Inequalities, Biases, Fairness, Nudge, and Feedback Loops.

Laurence Devillers, Françoise Fogelman-Soulié, Ricardo Baeza-Yates

Proceedings of the Reflections on Artificial Intelligence for Humanity, 2021

2020

Identification of Generalized Semantic Communities in Large Social Networks.

Di Jin, Xiaobao Wang, Mengquan Liu, Jianguo Wei, Wenhuan Lu, Françoise Fogelman-Soulié

IEEE Trans. Netw. Sci. Eng., 2020

Detecting Communities with Multiplex Semantics by Distinguishing Background, General, and Specialized Topics.

Di Jin, Kunzeng Wang, Ge Zhang, Pengfei Jiao, Dongxiao He, Françoise Fogelman-Soulié, Xin Huang

IEEE Trans. Knowl. Data Eng., 2020

A holistic cross-layer optimization approach for mitigating stragglers in in-memory data processing.

Laiping Zhao, Yiming Li, Françoise Fogelman-Soulié, Keqiu Li

J. Syst. Archit., 2020

Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities.

Remy Kusters, Dusan Misevic, Hugues Berry, Antoine Cully, Yann Le Cunff, Loic Dandoy, Natalia Díaz Rodríguez, Marion Ficher, Jonathan Grizou, Alice Othmani, Themis Palpanas, Matthieu Komorowski, Patrick Loiseau, Clément Moulin-Frier, Santino Nanini, Daniele Quercia, Michèle Sebag, Françoise Fogelman-Soulié, Sofiane Taleb, Liubov Tupikina, Vaibhav Sahu, Jill-Jênn Vie, Fatima Wehbi

Frontiers Big Data, 2020

Cross-data Automatic Feature Engineering via Meta-learning and Reinforcement Learning.

Jianyu Zhang, Jianye Hao, Françoise Fogelman-Soulié

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

2019

A Novel Generative Topic Embedding Model by Introducing Network Communities.

Di Jin, Jiantao Huang, Pengfei Jiao, Liang Yang, Dongxiao He, Françoise Fogelman-Soulié, Yuxiao Huang

Proceedings of the World Wide Web Conference, 2019

Effective Straggler Mitigation with Cross-Layer Interference-Aware Optimization.

Laiping Zhao, Yiming Li, Françoise Fogelman-Soulié

Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

Automatic Feature Engineering by Deep Reinforcement Learning.

Jianyu Zhang, Jianye Hao, Françoise Fogelman-Soulié, Zan Wang

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Incorporating Network Embedding into Markov Random Field for Better Community Detection.

Di Jin, Xinxin You, Weihao Li, Dongxiao He, Peng Cui, Françoise Fogelman-Soulié, Tanmoy Chakraborty

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Towards Automatic Complex Feature Engineering.

Jianyu Zhang, Françoise Fogelman-Soulié, Christine Largeron

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

A Network Embedding-Enhanced Approach for Generalized Community Detection.

Dongxiao He, Xue Yang, Zhiyong Feng, Shizhan Chen, Françoise Fogelman-Soulié

Proceedings of the Knowledge Science, Engineering and Management, 2018

Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics.

Ge Zhang, Di Jin, Jian Gao, Pengfei Jiao, Françoise Fogelman-Soulié, Xin Huang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Probabilistic Model for Service Clustering - Jointly Using Service Invocation and Service Characteristics.

Dongxiao He, Xue Yang, Zhiyong Feng, Shizhan Chen, Keman Huang, Zhenzhu Wang, Françoise Fogelman-Soulié

Proceedings of the 2018 IEEE International Conference on Web Services, 2018

2017

Identification of Generalized Communities with Semantics in Networks with Content.

Di Jin, Xiaobao Wang, Dongxiao He, Wenhuan Lu, Françoise Fogelman-Soulié, Jianwu Dang

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Using Deep Learning for Community Discovery in Social Networks.

Di Jin, Meng Ge, Zhixuan Li, Wenhuan Lu, Dongxiao He, Françoise Fogelman-Soulié

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

2014

A Social Formalism and Survey for Recommender Systems.

Daniel Faria Bernardes, Mamadou Diaby, Raphaël Fournier, Françoise Fogelman-Soulié, Emmanuel Viennet

SIGKDD Explor., 2014

2013

Towards Knowledge Structuring of Sensor Data Based on FCA and Ontology.

Peng Wang, Wenhuan Lu, Zhaopeng Meng, Jianguo Wei, Françoise Fogelman-Soulié

Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI at IJCAI 2013), 2013

2012

Utilisation des réseaux sociaux dans la lutte contre la fraude à la carte bancaire sur Internet.

Françoise Fogelman-Soulié, Amine Mekki, Savaneary Sean, Philippe Stepniewski

Proceedings of the Apprentissage Artificiel et Fouille de Données, 2012

2011

A case study in a recommender system based on purchase data.

Bruno Pradel, Savaneary Sean, Julien Delporte, Sébastien Guérif, Céline Rouveirol, Nicolas Usunier, Françoise Fogelman-Soulié, Frédéric Dufau-Joël

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2008

L'industrialisation des analyses - Besoins, outils & applications.

Françoise Fogelman-Soulié, Erik Marcadé

Monde des Util. Anal. Données, 2008

Industrializing Data Mining, Challenges and Perspectives.

Françoise Fogelman-Soulié

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Industrialiser le data Mining : enjeux et perspectives.

Françoise Fogelman-Soulié

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

2007

Industrial Mining of Massive Data Sets.

Françoise Fogelman-Soulié, Erik Marcadé

Proceedings of the Mining Massive Data Sets for Security, 2007

2006

Evaluation de Techniques de Traitement des Refusés pour l'Octroi de Crédit

Emmanuel Viennet, Françoise Fogelman-Soulié, Benoit Rognier

CoRR, 2006

CRM Analytique - L'apport du Data Mining.

Françoise Fogelman-Soulié

Proceedings of the Apprentissage Artificiel et Fouille de Données, 2006

2005

Le Traitement des Refusés dans le Risque Crédit.

Emmanuel Viennet, Françoise Fogelman-Soulié

Proceedings of the Data Mining et Apprentissage Statistique : application en assurance, 2005

1996

Variable selection with neural networks.

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

Neurocomputing, 1996

1993

Multi-Modular Neural Network Architectures: Applications in Optical Character and Human Face Recognition.

Françoise Fogelman-Soulié, Emmanuel Viennet, Bertrand Lamy

Int. J. Pattern Recognit. Artif. Intell., 1993

1992

Practical Problems using Neural Networks.

Françoise Fogelman-Soulié

Int. J. Neural Syst., 1992

1991

On the relations between discriminant analysis and multilayer perceptrons.

Patrick Gallinari, Sylvie Thiria, Fouad Badran, Françoise Fogelman-Soulié

Neural Networks, 1991

Neural networks and computing.

Françoise Fogelman-Soulié

Future Gener. Comput. Syst., 1991

1990

Speaker-independent isolated digit recognition: Multilayer perceptrons vs. Dynamic time warping.

Léon Bottou, Françoise Fogelman-Soulié, Pascal Blanchet, Jean-Sylvain Liénard

Neural Networks, 1990

A connectionist approach for automatic speaker identification.

Younès Bennani, Françoise Fogelman-Soulié, Patrick Gallinari

Proceedings of the 1990 International Conference on Acoustics, 1990

1989

Energy Functions in Neural Networks with Continuous Local Functions.

Françoise Fogelman-Soulié, C. Mejía, Eric Goles, Servet Martínez Aguilera

Complex Syst., 1989

Incorporating knowledge in multi-layer networks: the example of protein secondary structure prediction.

C. Mejía, Françoise Fogelman-Soulié

Proceedings of the Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the NATO Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27, 1989

Experiments with time delay networks and dynamic time warping for speaker independent isolated digits recognition.

Léon Bottou, Françoise Fogelman-Soulié, Pascal Blanchet, Jean-Sylvain Liénard

Proceedings of the First European Conference on Speech Communication and Technology, 1989

1988

Comparing neural networks and data analysis.

Patrick Gallinari, Sylvie Thiria, Françoise Fogelman-Soulié

Neural Networks, 1988

Multilayer perceptrons and data analysis.

Patrick Gallinari, Sylvie Thiria, Françoise Fogelman

Proceedings of International Conference on Neural Networks (ICNN'88), 1988

1987

Random Iterations of Threshold Networks and Associative Memory.

Françoise Fogelman-Soulié, Gérard Weisbuch

SIAM J. Comput., 1987

1986

Representation of Knowledge and Learning on Automata Networks.

Françoise Fogelman-Soulié

Proceedings of the Automata Networks, LITP Spring School on Theoretical Computer Science, 1986

1985

Parallel and Sequential Computation on Boolean Networks.

Françoise Fogelman-Soulié

Theor. Comput. Sci., 1985

Decreasing energy functions as a tool for studying threshold networks.

Eric Goles Chacc, Françoise Fogelman-Soulié, Didier Pellegrin

Discret. Appl. Math., 1985

1984

Frustration and stability in random boolean networks.

Françoise Fogelman-Soulié

Discret. Appl. Math., 1984

1983

Transient length in sequential iteration of threshold functions.

Françoise Fogelman, Eric Goles, Gérard Weisbuch

Discret. Appl. Math., 1983

1980

Asymptotic Value of Mixed Games.

Françoise Fogelman, Martine Quinzii

Math. Oper. Res., 1980