Nicolas Dugué

Orcid: 0000-0002-6150-1939

According to our database1, Nicolas Dugué authored at least 34 papers between 2013 and 2024.

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Bibliography

2024
From communities to interpretable network and word embedding: an unified approach.
J. Complex Networks, 2024

SINr-filtered : Favoriser l'émergence du sens en filtrant les communautés extraites des réseaux de cooccurrences de mots.
Proceedings of the Extraction et Gestion des Connaissances, 2024

2023
De l'interprétabilité des dimensions à l'interprétabilité du vecteur : parcimonie et stabilité.
Proceedings of the Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2023, 2023

Filtering Communities in Word Co-Occurrence Networks to Foster the Emergence of Meaning.
Proceedings of the Complex Networks & Their Applications XII, 2023

2022
Are Embedding Spaces Interpretable? Results of an Intrusion Detection Evaluation on a Large French Corpus.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Evaluation of weakly-supervised methods for aspect extraction.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2021
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, 2021

Evaluating clustering quality using features salience: a promising approach.
Neural Comput. Appl., 2021

SINr: Fast Computing of Sparse Interpretable Node Representations is not a Sin!
Proceedings of the Advances in Intelligent Data Analysis XIX, 2021

2020
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, 2020

2019
Complex networks based word embeddings.
CoRR, 2019

Apprentissage de plongements lexicaux par une approche réseaux complexes (Complex networks based word embeddings).
Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume I : Articles longs, 2019

Learning Pretopological Spaces to Extract Ego-Centered Communities.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Apprentissage et évaluation de plongements lexicaux sur un corpus SNCF en langue spécialisée.
Proceedings of the Extraction et Gestion des connaissances, 2019

Extraction de communautés ego-centrées par apprentissage supervisé d'espaces prétopologiques.
Proceedings of the Extraction et Gestion des connaissances, 2019

2018
Automatic summarization of scientific publications using a feature selection approach.
Int. J. Digit. Libr., 2018

Bringing a Feature Selection Metric from Machine Learning to Complex Networks.
Proceedings of the Complex Networks and Their Applications VII, 2018

Is Community Detection Fully Unsupervised? The Case of Weighted Graphs.
Proceedings of the Complex Networks and Their Applications VII, 2018

2017
Une métrique de sélection de variables appliquée à la centralité et à la détection des rôles communautaires.
Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

2016
A review of features for the discrimination of twitter users: application to the prediction of offline influence.
Soc. Netw. Anal. Min., 2016

Diachronic'Explorer: Keep track of your clusters.
Proceedings of the Tenth IEEE International Conference on Research Challenges in Information Science, 2016

New efficient clustering quality indexes.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Performing and Visualizing Temporal Analysis of Large Text Data Issued for Open Sources: Past and Future Methods.
Proceedings of the Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, 2016

2015
Analyse du capitalisme social sur Twitter. (Social capitalism on Twitter : a survey).
PhD thesis, 2015

A community role approach to assess social capitalists visibility in the Twitter network.
Soc. Netw. Anal. Min., 2015

Detecting Real-World Influence through Twitter.
Proceedings of the 2015 Second European Network Intelligence Conference, 2015

A reliable and evolutive web application to detect social capitalists.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Social capitalists on Twitter: detection, evolution and behavioral analysis.
Soc. Netw. Anal. Min., 2014

Identification de rôles communautaires dans des réseaux orientés appliquée à Twitter.
Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

On the importance of considering social capitalism when measuring influence on Twitter
Proceedings of the 2014 International Conference on Behavioral, 2014

Identifying the community roles of social capitalists in the Twitter network.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Rôle communautaire des capitalistes sociaux dans Twitter.
CoRR, 2013

Les capitalistes sociaux sur Twitter : détection via des mesures de similarité.
Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

Detecting Social Capitalists on Twitter Using Similarity Measures.
Proceedings of the Complex Networks IV, 2013


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