Françoise Fogelman-Soulié

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Viewing Publication 1 - 43 from 43

2024

Using Synthetic Images to Improve and Test Object Detection in the Context of the Autonomous VehicleJérémy Jaspar, Emmanuel Viennet, David Gualandris, Jean-Louis Sauvaget, Françoise Fogelman-Soulié. euvip 2024: 1-6 [doi]

2023

2021

AI & Human Values - Inequalities, Biases, Fairness, Nudge, and Feedback LoopsLaurence Devillers, Françoise Fogelman-Soulié, Ricardo Baeza-Yates. In Bertrand Braunschweig, Malik Ghallab, editors, Reflections on Artificial Intelligence for Humanity. Volume 12600 of Lecture Notes in Computer Science, pages 76-89, Springer, 2021. [doi]

2020

Detecting Communities with Multiplex Semantics by Distinguishing Background, General, and Specialized TopicsDi Jin, Kunzeng Wang, Ge Zhang, Pengfei Jiao, Dongxiao He, Françoise Fogelman-Soulié, Xin Huang 0001. tkde, 32(11):2144-2158, 2020. [doi]

Identification of Generalized Semantic Communities in Large Social NetworksDi Jin, Xiaobao Wang, Mengquan Liu, Jianguo Wei, Wenhuan Lu, Françoise Fogelman-Soulié. tnse, 7(4):2966-2979, 2020. [doi]

Cross-data Automatic Feature Engineering via Meta-learning and Reinforcement LearningJianyu Zhang, Jianye Hao, Françoise Fogelman-Soulié. pakdd 2020: 818-829 [doi]

A holistic cross-layer optimization approach for mitigating stragglers in in-memory data processingLaiping Zhao, Yiming Li, Françoise Fogelman-Soulié, Keqiu Li. jsa, 111:101801, 2020. [doi]

2019

2018

2017

Using Deep Learning for Community Discovery in Social NetworksDi Jin, Meng Ge, Zhixuan Li, Wenhuan Lu, Dongxiao He, Françoise Fogelman-Soulié. ictai 2017: 160-167 [doi]

Identification of Generalized Communities with Semantics in Networks with ContentDi Jin, Xiaobao Wang, Dongxiao He, Wenhuan Lu, Françoise Fogelman-Soulié, Jianwu Dang. ictai 2017: 1182-1189 [doi]

2014

A Social Formalism and Survey for Recommender SystemsDaniel Bernardes, Mamadou Diaby, Raphaël Fournier, Françoise Fogelman-Soulié, Emmanuel Viennet. sigkdd, 16(2):20-37, 2014. [doi]

2013

Towards Knowledge Structuring of Sensor Data Based on FCA and OntologyPeng Wang, Wenhuan Lu, Zhaopeng Meng, Jianguo Wei, Françoise Fogelman-Soulié. IJCAI 2013: 57 [doi]

2012

Utilisation des réseaux sociaux dans la lutte contre la fraude à la carte bancaire sur InternetFrançoise Fogelman-Soulié, Amine Mekki, Savaneary Sean, Philippe Stepniewski. aafd 2014: 99-119 [doi]

2011

A case study in a recommender system based on purchase dataBruno Pradel, Savaneary Sean, Julien Delporte, Sébastien Guérif, Céline Rouveirol, Nicolas Usunier, Françoise Fogelman-Soulié, Frédéric Dufau-Joël. kdd 2011: 377-385 [doi]

2008

Industrialiser le data Mining : enjeux et perspectivesFrançoise Fogelman-Soulié. f-egc 2008: 1

Industrializing Data Mining, Challenges and PerspectivesFrançoise Fogelman-Soulié. pkdd 2008: 1 [doi]

L'industrialisation des analyses - Besoins, outils & applicationsFrançoise Fogelman-Soulié, Erik Marcadé. modulad, 38:140-158, 2008. [doi]

2007

Industrial Mining of Massive Data SetsFrançoise Fogelman-Soulié, Erik Marcadé. nato 2008: 44-61 [doi]

2006

CRM Analytique - L'apport du Data MiningFrançoise Fogelman-Soulié. aafd 2008: 15-42 [doi]

2005

Le Traitement des Refusés dans le Risque CréditEmmanuel Viennet, Françoise Fogelman-Soulié. dmas 2007: 22-44 [doi]

1996

Variable selection with neural networksTautvydas Cibas, Françoise Fogelman-Soulié, Patrick Gallinari, Sarunas Raudys. ijon, 12(2-3):223-248, 1996. [doi]

1993

Multi-Modular Neural Network Architectures: Applications in Optical Character and Human Face RecognitionFrançoise Fogelman-Soulié, Emmanuel Viennet, Bertrand Lamy. ijprai, 7(4):721-755, 1993.

1992

Practical Problems using Neural NetworksFrançoise Fogelman-Soulié. IJNS, 3(Supplement):25-30, 1992. [doi]

1991

Neural networks and computingFrançoise Fogelman-Soulié. fgcs, 7(1):69-77, 1991. [doi]

On the relations between discriminant analysis and multilayer perceptronsPatrick Gallinari, Sylvie Thiria, Fouad Badran, Françoise Fogelman-Soulié. NN, 4(3):349-360, 1991. [doi]

1990

A connectionist approach for automatic speaker identificationYounès Bennani, Françoise Fogelman-Soulié, Patrick Gallinari. icassp 1990: 265-268 [doi]

Speaker-independent isolated digit recognition: Multilayer perceptrons vs. Dynamic time warpingLéon Bottou, Françoise Fogelman-Soulié, P. Blanchet, Jean-Sylvain Liénard. NN, 3(4):453-465, 1990. [doi]

1989

Experiments with time delay networks and dynamic time warping for speaker independent isolated digits recognitionLéon Bottou, Françoise Fogelman-Soulié, Pascal Blanchet, Jean-Sylvain Liénard. interspeech 1989: 2537-2540 [doi]

Energy Functions in Neural Networks with Continuous Local FunctionsFrançoise Fogelman-Soulié, C. Mejia, Eric Goles, Servet Martínez A.. compsys, 3(3), 1989. [doi]

Incorporating knowledge in multi-layer networks: the example of protein secondary structure predictionC. Mejía, Françoise Fogelman-Soulié. nato 1990: 3-13 [doi]

1988

Comparing neural networks and data analysisPatrick Gallinari, Sylvie Thiria, Françoise Fogelman-Soulié. NN, 1(Supplement-1):24-25, 1988. [doi]

1987

Random Iterations of Threshold Networks and Associative MemoryFrançoise Fogelman-Soulié, Gérard Weisbuch. SICOMP, 16(1):203-220, 1987.

1986

Representation of Knowledge and Learning on Automata NetworksFrançoise Fogelman-Soulié. litp 1988: 95-116

1985

Decreasing energy functions as a tool for studying threshold networksEric Goles Chacc, Françoise Fogelman-Soulié, Didier Pellegrin. DAM, 12(3):261-277, 1985. [doi]

Parallel and Sequential Computation on Boolean NetworksFrançoise Fogelman-Soulié. TCS, 40:275-300, 1985.

1984

Frustration and stability in random boolean networksFrançoise Fogelman-Soulié. DAM, 9(2):139-156, 1984. [doi]

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