Françoise Fogelman-Soulié

Orcid: 0000-0002-3172-6977

According to our database1, Françoise Fogelman-Soulié authored at least 47 papers between 1980 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



Harnessing collective intelligence for the future of learning - a co-constructed research and development agenda.
Hum. Comput., 2023

AI & Human Values - Inequalities, Biases, Fairness, Nudge, and Feedback Loops.
Proceedings of the Reflections on Artificial Intelligence for Humanity, 2021

Identification of Generalized Semantic Communities in Large Social Networks.
IEEE Trans. Netw. Sci. Eng., 2020

Detecting Communities with Multiplex Semantics by Distinguishing Background, General, and Specialized Topics.
IEEE Trans. Knowl. Data Eng., 2020

A holistic cross-layer optimization approach for mitigating stragglers in in-memory data processing.
J. Syst. Archit., 2020

Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities.
Frontiers Big Data, 2020

Cross-data Automatic Feature Engineering via Meta-learning and Reinforcement Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

A Novel Generative Topic Embedding Model by Introducing Network Communities.
Proceedings of the World Wide Web Conference, 2019

Effective Straggler Mitigation with Cross-Layer Interference-Aware Optimization.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

Automatic Feature Engineering by Deep Reinforcement Learning.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Incorporating Network Embedding into Markov Random Field for Better Community Detection.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Towards Automatic Complex Feature Engineering.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

A Network Embedding-Enhanced Approach for Generalized Community Detection.
Proceedings of the Knowledge Science, Engineering and Management, 2018

Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics.
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.
Proceedings of the 2018 IEEE International Conference on Web Services, 2018

Identification of Generalized Communities with Semantics in Networks with Content.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Using Deep Learning for Community Discovery in Social Networks.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

A Social Formalism and Survey for Recommender Systems.
SIGKDD Explor., 2014

Towards Knowledge Structuring of Sensor Data Based on FCA and Ontology.
Proceedings of the International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI at IJCAI 2013), 2013

Utilisation des réseaux sociaux dans la lutte contre la fraude à la carte bancaire sur Internet.
Proceedings of the Apprentissage Artificiel et Fouille de Données, 2012

A case study in a recommender system based on purchase data.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

L'industrialisation des analyses - Besoins, outils & applications.
Monde des Util. Anal. Données, 2008

Industrializing Data Mining, Challenges and Perspectives.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Industrialiser le data Mining : enjeux et perspectives.
Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

Industrial Mining of Massive Data Sets.
Proceedings of the Mining Massive Data Sets for Security, 2007

Evaluation de Techniques de Traitement des Refusés pour l'Octroi de Crédit
CoRR, 2006

CRM Analytique - L'apport du Data Mining.
Proceedings of the Apprentissage Artificiel et Fouille de Données, 2006

Le Traitement des Refusés dans le Risque Crédit.
Proceedings of the Data Mining et Apprentissage Statistique : application en assurance, 2005

Variable selection with neural networks.
Neurocomputing, 1996

Multi-Modular Neural Network Architectures: Applications in Optical Character and Human Face Recognition.
Int. J. Pattern Recognit. Artif. Intell., 1993

Practical Problems using Neural Networks.
Int. J. Neural Syst., 1992

On the relations between discriminant analysis and multilayer perceptrons.
Neural Networks, 1991

Neural networks and computing.
Future Gener. Comput. Syst., 1991

Speaker-independent isolated digit recognition: Multilayer perceptrons vs. Dynamic time warping.
Neural Networks, 1990

A connectionist approach for automatic speaker identification.
Proceedings of the 1990 International Conference on Acoustics, 1990

Energy Functions in Neural Networks with Continuous Local Functions.
Complex Syst., 1989

Incorporating knowledge in multi-layer networks: the example of protein secondary structure prediction.
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.
Proceedings of the First European Conference on Speech Communication and Technology, 1989

Comparing neural networks and data analysis.
Neural Networks, 1988

Multilayer perceptrons and data analysis.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988

Random Iterations of Threshold Networks and Associative Memory.
SIAM J. Comput., 1987

Representation of Knowledge and Learning on Automata Networks.
Proceedings of the Automata Networks, LITP Spring School on Theoretical Computer Science, 1986

Parallel and Sequential Computation on Boolean Networks.
Theor. Comput. Sci., 1985

Decreasing energy functions as a tool for studying threshold networks.
Discret. Appl. Math., 1985

Frustration and stability in random boolean networks.
Discret. Appl. Math., 1984

Transient length in sequential iteration of threshold functions.
Discret. Appl. Math., 1983

Asymptotic Value of Mixed Games.
Math. Oper. Res., 1980