Asymptotic Value of Mixed Games. - Françoise Fogelman; Martine Quinzii (Math. Oper. Res., 1980)

Transient length in sequential iteration of threshold functions. - Françoise Fogelman; Eric Goles 001; Gérard Weisbuch (Discret. Appl. Math., 1983)

Frustration and stability in random boolean networks. - Françoise Fogelman-Soulié (Discret. Appl. Math., 1984)

Decreasing energy functions as a tool for studying threshold networks. - Eric Goles Chacc; Françoise Fogelman-Soulié; Didier Pellegrin (Discret. Appl. Math., 1985)

Parallel and Sequential Computation on Boolean Networks. - Françoise Fogelman-Soulié (Theor. Comput. Sci., 1985)

Representation of Knowledge and Learning on Automata Networks. - Françoise Fogelman-Soulié (Automata Networks, 1986)

Random Iterations of Threshold Networks and Associative Memory. - Françoise Fogelman-Soulié; Gérard Weisbuch (SIAM J. Comput., 1987)

Multilayer perceptrons and data analysis. - Patrick Gallinari; Sylvie Thiria; Françoise Fogelman (ICNN, 1988)

Comparing neural networks and data analysis. - Patrick Gallinari; Sylvie Thiria; Françoise Fogelman-Soulié (Neural Networks, 1988)

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 (EUROSPEECH, 1989)

Incorporating knowledge in multi-layer networks: the example of protein secondary structure prediction. - C. Mejía; Françoise Fogelman-Soulié (NATO Neurocomputing, 1989)

Energy Functions in Neural Networks with Continuous Local Functions. - Françoise Fogelman-Soulié; C. Mejía; Eric Goles 001; Servet Martínez Aguilera (Complex Syst., 1989)

A connectionist approach for automatic speaker identification. - Younès Bennani; Françoise Fogelman-Soulié; Patrick Gallinari (ICASSP, 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)

Neural networks and computing. - Françoise Fogelman-Soulié (Future Gener. Comput. Syst., 1991)

On the relations between discriminant analysis and multilayer perceptrons. - Patrick Gallinari; Sylvie Thiria; Fouad Badran; Françoise Fogelman-Soulié (Neural Networks, 1991)

Practical Problems using Neural Networks. - Françoise Fogelman-Soulié (Int. J. Neural Syst., 1992)

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)

Variable selection with neural networks. - Tautvydas Cibas; Françoise Fogelman-Soulié; Patrick Gallinari; Sarunas Raudys (Neurocomputing, 1996)

Le Traitement des Refusés dans le Risque Crédit. - Emmanuel Viennet; Françoise Fogelman-Soulié (DMAS, 2005)

CRM Analytique - L'apport du Data Mining. - Françoise Fogelman-Soulié (AAFD, 2006)

Evaluation de Techniques de Traitement des Refusés pour l'Octroi de Crédit - Emmanuel Viennet; Françoise Fogelman-Soulié; Benoit Rognier (CoRR, 2006)

Industrial Mining of Massive Data Sets. - Françoise Fogelman-Soulié; Erik Marcadé (NATO ASI Mining Massive Data Sets for Security, 2007)

Industrialiser le data Mining : enjeux et perspectives. - Françoise Fogelman-Soulié (EGC, 2008)

Industrializing Data Mining, Challenges and Perspectives. - Françoise Fogelman-Soulié (ECML/PKDD (1), 2008)

L'industrialisation des analyses - Besoins, outils & applications. - Françoise Fogelman-Soulié; Erik Marcadé (Monde des Util. Anal. Données, 2008)

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 (KDD, 2011)

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 (AAFD, 2012)

Towards Knowledge Structuring of Sensor Data Based on FCA and Ontology. - Peng Wang; Wenhuan Lu; Zhaopeng Meng; Jianguo Wei; Françoise Fogelman-Soulié (FCA4AI@IJCAI, 2013)

A Social Formalism and Survey for Recommender Systems. - Daniel Faria Bernardes; Mamadou Diaby; Raphaël Fournier; Françoise Fogelman-Soulié; Emmanuel Viennet (SIGKDD Explor., 2014)

Using Deep Learning for Community Discovery in Social Networks. - Di Jin 001; Meng Ge; Zhixuan Li; Wenhuan Lu; Dongxiao He; Françoise Fogelman-Soulié (ICTAI, 2017)

Identification of Generalized Communities with Semantics in Networks with Content. - Di Jin 001; Xiaobao Wang; Dongxiao He; Wenhuan Lu; Françoise Fogelman-Soulié; Jianwu Dang 001 (ICTAI, 2017)

A Probabilistic Model for Service Clustering - Jointly Using Service Invocation and Service Characteristics. - Dongxiao He; Xue Yang; Zhiyong Feng 002; Shizhan Chen; Keman Huang; Zhenzhu Wang; Françoise Fogelman-Soulié (ICWS, 2018)

Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics. - Ge Zhang 002; Di Jin 001; Jian Gao; Pengfei Jiao; Françoise Fogelman-Soulié; Xin Huang 001 (IJCAI, 2018)

A Network Embedding-Enhanced Approach for Generalized Community Detection. - Dongxiao He; Xue Yang; Zhiyong Feng 002; Shizhan Chen; Françoise Fogelman-Soulié (KSEM (2), 2018)

Towards Automatic Complex Feature Engineering. - Jianyu Zhang; Françoise Fogelman-Soulié; Christine Largeron (WISE (2), 2018)

Incorporating Network Embedding into Markov Random Field for Better Community Detection. - Di Jin 001; Xinxin You; Weihao Li; Dongxiao He; Peng Cui; Françoise Fogelman-Soulié; Tanmoy Chakraborty 002 (AAAI, 2019)

Automatic Feature Engineering by Deep Reinforcement Learning. - Jianyu Zhang; Jianye Hao; Françoise Fogelman-Soulié; Zan Wang (AAMAS, 2019)

Effective Straggler Mitigation with Cross-Layer Interference-Aware Optimization. - Laiping Zhao; Yiming Li; Françoise Fogelman-Soulié (ICPADS, 2019)

A Novel Generative Topic Embedding Model by Introducing Network Communities. - Di Jin 001; Jiantao Huang; Pengfei Jiao; Liang Yang 002; Dongxiao He; Françoise Fogelman-Soulié; Yuxiao Huang (WWW, 2019)

Cross-data Automatic Feature Engineering via Meta-learning and Reinforcement Learning. - Jianyu Zhang; Jianye Hao; Françoise Fogelman-Soulié (PAKDD (1), 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; et al. (Frontiers Big Data, 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)

Detecting Communities with Multiplex Semantics by Distinguishing Background, General, and Specialized Topics. - Di Jin 001; Kunzeng Wang; Ge Zhang 002; Pengfei Jiao; Dongxiao He; Françoise Fogelman-Soulié; Xin Huang 001 (IEEE Trans. Knowl. Data Eng., 2020)

Identification of Generalized Semantic Communities in Large Social Networks. - Di Jin 001; Xiaobao Wang; Mengquan Liu; Jianguo Wei; Wenhuan Lu; Françoise Fogelman-Soulié (IEEE Trans. Netw. Sci. Eng., 2020)

AI & Human Values - Inequalities, Biases, Fairness, Nudge, and Feedback Loops. - Laurence Devillers; Françoise Fogelman-Soulié; Ricardo Baeza-Yates (Reflections on Artificial Intelligence for Humanity, 2021)

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; et al. (Hum. Comput., 2023)

Using Synthetic Images to Improve and Test Object Detection in the Context of the Autonomous Vehicle. - Jérémy Jaspar; Emmanuel Viennet; David Gualandris; Jean-Louis Sauvaget; Françoise Fogelman-Soulié (EUVIP, 2024)