A multiplex-network based approach for clustering ensemble selection. - Parisa Rastin; Rushed Kanawati (ASONAM, 2015)

Collaborative Clustering: How to Select the Optimal Collaborators? - Parisa Rastin; Guénaël Cabanes; Nistor Grozavu; Younès Bennani (SSCI, 2015)

A New Clustering Algorithm for Dynamic Data. - Parisa Rastin; Tong Zhang; Guénaël Cabanes (ICONIP (3), 2016)

Improved sparse prototyping for relational K-means. - Safouane Cherki; Parisa Rastin; Guénaël Cabanes; Basarab Matei (SSCI, 2016)

Incremental Matrix Reordering for Similarity-Based Dynamic Data Sets. - Parisa Rastin; Basarab Matei (ICONIP (5), 2017)

Signal-based autonomous clustering for relational data. - Parisa Rastin; Basarab Matei; Guénaël Cabanes; Ibtissame El Baghdadi (IJCNN, 2017)

Change Detection in Individual Users' Behavior. - Parisa Rastin; Guénaël Cabanes; Basarab Matei; Jean-Marc Marty (ICANN (2), 2018)

Prototype-based Clustering for Relational Data using Barycentric Coordinates. - Parisa Rastin; Basarab Matei (IJCNN, 2018)

Automatic and Adaptive Learning for Relational Data Stream Clustering. (Apprentissage automatique et adaptatif pour le clustering de flux de données relationnelles). - Parisa Rastin (2018)

Apprentissage non-supervisé relationnel dans l'espace des coordonnées barycentriques. - Parisa Rastin; Basarab Matei; Guénaël Cabanes (EGC, 2019)

Détection de changement dans les profils en ligne d'utilisateurs. - Parisa Rastin; Basarab Matei; Guénaël Cabanes (EGC, 2019)

Generative Histogram-Based Model Using Unsupervised Learning. - Parisa Rastin; Guénaël Cabanes; Rosanna Verde; Younès Bennani; Thierry Couronne (ICONIP (3), 2019)

Automatic detection of the support points in relational clustering. - Parisa Rastin; Younès Bennani; Rosanna Verde (IJCNN, 2019)

Impact of Learners' Quality and Diversity in Collaborative Clustering. - Parisa Rastin; Basarab Matei; Guénaël Cabanes; Nistor Grozavu; Younès Bennani (J. Artif. Intell. Soft Comput. Res., 2019)

A new sparse representation learning of complex data: Application to dynamic clustering of web navigation. - Parisa Rastin; Guénaël Cabanes; Basarab Matei; Younès Bennani; Jean-Marc Marty (Pattern Recognit., 2019)

Handling the Deviation from Isometry Between Domains and Languages in Word Embeddings: Applications to Biomedical Text Translation. - Félix Gaschi; Parisa Rastin; Yannick Toussaint (ICONIP (2), 2021)

Évaluation des propriétés multilingues d'un embedding contextualisé. - Félix Gaschi; Alexandre Joutard; Parisa Rastin; Yannick Toussaint (EGC, 2022)

Multilingual Transformer Encoders: a Word-Level Task-Agnostic Evaluation. - Félix Gaschi; François Plesse; Parisa Rastin; Yannick Toussaint (IJCNN, 2022)

High Dimensional Data Stream Clustering using Topological Representation Learning. - Maha Ben-Fares; Nistor Grozavu; Parisa Rastin; Pierre Holat (SSCI, 2022)

Multilingual Clinical NER: Translation or Cross-lingual Transfer? - Félix Gaschi; Xavier Fontaine; Parisa Rastin; Yannick Toussaint (ClinicalNLP@ACL, 2023)

Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers. - Félix Gaschi; Patricio Cerda; Parisa Rastin; Yannick Toussaint (ACL (Findings), 2023)

Multi-view Clustering using Barycentric Coordinate Representation. - Xiaotong Qian; Lili Jin; Guénaël Cabanes; Parisa Rastin; Nistor Grozavu (IJCNN, 2023)

Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites. - Victor Hoffmann; Ilias Nahmed; Parisa Rastin; Guénaël Cabanes; Julien Boisse (CoRR, 2023)

Clustering Multi-Vues en utilisant la Représentation des Coordonnées Barycentriques. - Xiaotong Qian; Lili Jin; Guénaël Cabanes; Parisa Rastin; Nistor Grozavu (EGC, 2024)

Incremental Multi-view Clustering using Barycentric Coordinate Representation. - Xiaotong Qian; Guénaël Cabanes; Parisa Rastin; Nistor Grozavu (IJCNN, 2024)

Clustering multi-vues de documents selon un mécanisme de cross-attention pour la fusion de caractéristiques. - Khadidja Wissal Baki; Parisa Rastin; Guénaël Cabanes; Mohamed Elbahri; David Calvo; Yannick Toussaint (EGC, 2025)

Incremental clustering based on Wasserstein distance between histogram models. - Xiaotong Qian; Guénaël Cabanes; Parisa Rastin; Mohamed Alae Guidani; Ghassen Marrakchi; Marianne Clausel; Nistor Grozavu (Pattern Recognit., 2025)

Online Clustering of Massive Text Data Streams. - Maha Ben-Fares; Parisa Rastin; Nistor Grozavu; Pierre Holat (SN Comput. Sci., 2025)