Nicolas Dugué

47 papers B 7Journal 23Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automating transparent learner profiling through explainable AI. Autom. Softw. Eng. Abdelkader Ouared, Madeth May, Claudine Piau-Toffolon, Nicolas Dugué
2026	J	`jnl`	TracePath: Modeling and Analyzing Competency Trajectories With Graph-Based Learning Analytics Over a Hybrid Polystore. Concurr. Comput. Pract. Exp. Abdelkader Ouared, Madeth May, Claudine Piau-Toffolon, Nicolas Dugué
2026	J	`jnl`	When Numbers Tell Half the Story: Human-Metric Alignment in Topic Model Evaluation. CoRR Thibault Prouteau, Francis Lareau, Nicolas Dugué, Jean-Charles Lamirel, Christophe Malaterre
2025	J	`jnl`	Aligning Educational Stakeholder Perceptions of Learner Profiling with Explainable AI. Int. J. Emerg. Technol. Learn. Abdelkader Ouared, Madeth May, Claudine Piau-Toffolon, Nicolas Dugué
2025	J	`jnl`	Sparse Autoencoders Make Audio Foundation Models more Explainable. CoRR Théo Mariotte, Martin Lebourdais, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez, Nicolas Dugué
2025	J	`jnl`	Sparse deepfake detection promotes better disentanglement. CoRR Antoine Teissier, Marie Tahon, Nicolas Dugué, Aghilas Sini
2024	J	`jnl`	From communities to interpretable network and word embedding: an unified approach. J. Complex Networks Thibault Prouteau, Nicolas Dugué, Simon Guillot
2024	J	`jnl`	From communities to interpretable network and word embedding: an unified approach. CoRR Thibault Prouteau, Nicolas Dugué, Simon Guillot
2024	—	`conf`	SINr-filtered : Favoriser l'émergence du sens en filtrant les communautés extraites des réseaux de cooccurrences de mots. EGC Anna Béranger, Nicolas Dugué, Simon Guillot, Thibault Prouteau
2024	J	`jnl`	Speeding up the Training of Neural Networks with the One-Step Procedure. Neural Process. Lett. Wajd Meskini, Alexandre Brouste, Nicolas Dugué
2023	—	`conf`	De l'interprétabilité des dimensions à l'interprétabilité du vecteur : parcimonie et stabilité. CORIA-TALN (4) Simon Guillot, Thibault Prouteau, Nicolas Dugué
2023	—	`conf`	Filtering Communities in Word Co-Occurrence Networks to Foster the Emergence of Meaning. COMPLEX NETWORKS (1) Anna Béranger, Nicolas Dugué, Simon Guillot, Thibault Prouteau
2022	B	`conf`	Are Embedding Spaces Interpretable? Results of an Intrusion Detection Evaluation on a Large French Corpus. LREC Thibault Prouteau, Nicolas Dugué, Nathalie Camelin, Sylvain Meignier
2022	B	`conf`	Evaluation of weakly-supervised methods for aspect extraction. KES Mohamed Ettaleb, Amira Barhoumi, Nathalie Camelin, Nicolas Dugué
2021	J	`jnl`	Analysis of the dynamics and influence of the research work of Prof. Liu Zeyuan in China featuring a new hybrid approach combining community detection with topic tracking. Scientometrics Jean-Charles Lamirel, Younes Gueddari, Yuqi Wang, Pascal Cuxac, Anthony Perez, Nicolas Dugué
2021	J	`jnl`	Evaluating clustering quality using features salience: a promising approach. Neural Comput. Appl. Nicolas Dugué, Jean-Charles Lamirel, Yue Chen
2021	B	`conf`	SINr: Fast Computing of Sparse Interpretable Node Representations is not a Sin! IDA Thibault Prouteau, Victor Connes, Nicolas Dugué, Anthony Perez, Jean-Charles Lamirel, Nathalie Camelin, Sylvain Meignier
2020	J	`jnl`	An overview of the history of Science of Science in China based on the use of bibliographic and citation data: a new method of analysis based on clustering with feature maximization and contrast graphs. Scientometrics Jean-Charles Lamirel, Yue Chen, Pascal Cuxac, Shadi Al Shehabi, Nicolas Dugué, Zeyuan Liu
2019	—	`conf`	Apprentissage de plongements lexicaux par une approche réseaux complexes (Complex networks based word embeddings). PFIA (Articles longs) Victor Connes, Nicolas Dugué
2019	—	`conf`	Apprentissage et évaluation de plongements lexicaux sur un corpus SNCF en langue spécialisée. EGC Nicolas Dugué, Nathalie Camelin, Luce Lefeuvre, Xining Li, Coralie Reutenauer, Cyndel Vaudapiviz
2019	J	`jnl`	Complex networks based word embeddings. CoRR Nicolas Dugué, Victor Connes
2019	—	`conf`	Extraction de communautés ego-centrées par apprentissage supervisé d'espaces prétopologiques. EGC Gaëtan Caillaut, Guillaume Cleuziou, Nicolas Dugué
2019	—	`conf`	Learning Pretopological Spaces to Extract Ego-Centered Communities. PAKDD (2) Gaëtan Caillaut, Guillaume Cleuziou, Nicolas Dugué
2018	J	`jnl`	Automatic summarization of scientific publications using a feature selection approach. Int. J. Digit. Libr. Hazem Al Saied, Nicolas Dugué, Jean-Charles Lamirel
2018	—	`conf`	Bringing a Feature Selection Metric from Machine Learning to Complex Networks. COMPLEX NETWORKS (2) Nicolas Dugué, Jean-Charles Lamirel, Anthony Perez
2018	—	`conf`	Is Community Detection Fully Unsupervised? The Case of Weighted Graphs. COMPLEX NETWORKS (1) Victor Connes, Nicolas Dugué, Adrien Guille
2017	—	`conf`	Une métrique de sélection de variables appliquée à la centralité et à la détection des rôles communautaires. EGC Nicolas Dugué, Jean-Charles Lamirel
2016	J	`jnl`	A review of features for the discrimination of twitter users: application to the prediction of offline influence. Soc. Netw. Anal. Min. Jean-Valère Cossu, Vincent Labatut, Nicolas Dugué
2016	B	`conf`	Diachronic'Explorer: Keep track of your clusters. RCIS Nicolas Dugué, Jean-Charles Lamirel, Pascal Cuxac
2016	B	`conf`	New efficient clustering quality indexes. IJCNN Jean-Charles Lamirel, Nicolas Dugué, Pascal Cuxac
2016	—	`conf`	Performing and Visualizing Temporal Analysis of Large Text Data Issued for Open Sources: Past and Future Methods. BDAS Jean-Charles Lamirel, Nicolas Dugué, Pascal Cuxac
2015	J	`jnl`	A Review of Features for the Discrimination of Twitter Users: Application to the Prediction of Offline Influence. CoRR Jean-Valère Cossu, Vincent Labatut, Nicolas Dugué
2015	J	`jnl`	A community role approach to assess social capitalists visibility in the Twitter network. CoRR Nicolas Dugué, Vincent Labatut, Anthony Perez
2015	J	`jnl`	A community role approach to assess social capitalists visibility in the Twitter network. Soc. Netw. Anal. Min. Nicolas Dugué, Vincent Labatut, Anthony Perez
2015	B	`conf`	A reliable and evolutive web application to detect social capitalists. ASONAM Nicolas Dugué, Anthony Perez, Maximilien Danisch, Florian Bridoux, Amélie Daviau, Tennessy Kolubako, Simon Munier, Hugo Durbano
2015	—	`—`	Analyse du capitalisme social sur Twitter. (Social capitalism on Twitter : a survey). Nicolas Dugué
2015	J	`jnl`	Detecting Real-World Influence Through Twitter. CoRR Jean-Valère Cossu, Nicolas Dugué, Vincent Labatut
2015	—	`conf`	Detecting Real-World Influence through Twitter. ENIC Jean-Valère Cossu, Nicolas Dugué, Vincent Labatut
2014	—	`conf`	Identification de rôles communautaires dans des réseaux orientés appliquée à Twitter. EGC Nicolas Dugué, Vincent Labatut, Anthony Perez
2014	J	`jnl`	Identifying the Community Roles of Social Capitalists in the Twitter Network. CoRR Vincent Labatut, Nicolas Dugué, Anthony Perez
2014	B	`conf`	Identifying the community roles of social capitalists in the Twitter network. ASONAM Vincent Labatut, Nicolas Dugué, Anthony Perez
2014	—	`conf`	On the importance of considering social capitalism when measuring influence on Twitter BESC Maximilien Danisch, Nicolas Dugué, Anthony Perez
2014	J	`jnl`	Social capitalists on Twitter: detection, evolution and behavioral analysis. Soc. Netw. Anal. Min. Nicolas Dugué, Anthony Perez
2013	—	`conf`	Detecting Social Capitalists on Twitter Using Similarity Measures. CompleNet Nicolas Dugué, Anthony Perez
2013	J	`jnl`	Identification de rôles communautaires dans des réseaux orientés appliquée à Twitter. CoRR Nicolas Dugué, Vincent Labatut, Anthony Perez
2013	—	`conf`	Les capitalistes sociaux sur Twitter : détection via des mesures de similarité. EGC Nicolas Dugué, Anthony Perez
2013	J	`jnl`	Rôle communautaire des capitalistes sociaux dans Twitter. CoRR Nicolas Dugué, Vincent Labatut, Anthony Perez