Parisa Rastin

According to our database, Parisa Rastin authored at least 23 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites.

Victor Hoffmann, Ilias Nahmed, Parisa Rastin, Guénaël Cabanes, Julien Boisse

CoRR, 2023

Multi-view Clustering using Barycentric Coordinate Representation.

Xiaotong Qian, Lili Jin, Guénaël Cabanes, Parisa Rastin, Nistor Grozavu

Proceedings of the International Joint Conference on Neural Networks, 2023

Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers.

Félix Gaschi, Patricio Cerda, Parisa Rastin, Yannick Toussaint

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Multilingual Clinical NER: Translation or Cross-lingual Transfer?

Félix Gaschi, Xavier Fontaine, Parisa Rastin, Yannick Toussaint

Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

2022

High Dimensional Data Stream Clustering using Topological Representation Learning.

Maha Ben-Fares, Nistor Grozavu, Parisa Rastin, Pierre Holat

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Multilingual Transformer Encoders: a Word-Level Task-Agnostic Evaluation.

Félix Gaschi, François Plesse, Parisa Rastin, Yannick Toussaint

Proceedings of the International Joint Conference on Neural Networks, 2022

Évaluation des propriétés multilingues d'un embedding contextualisé.

Félix Gaschi, Alexandre Joutard, Parisa Rastin, Yannick Toussaint

Proceedings of the Extraction et Gestion des Connaissances, 2022

2021

Handling the Deviation from Isometry Between Domains and Languages in Word Embeddings: Applications to Biomedical Text Translation.

Félix Gaschi, Parisa Rastin, Yannick Toussaint

Proceedings of the Neural Information Processing - 28th International Conference, 2021

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

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

Automatic detection of the support points in relational clustering.

Parisa Rastin, Younès Bennani, Rosanna Verde

Proceedings of the International Joint Conference on Neural Networks, 2019

Generative Histogram-Based Model Using Unsupervised Learning.

Parisa Rastin, Guénaël Cabanes, Rosanna Verde, Younès Bennani, Thierry Couronne

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Détection de changement dans les profils en ligne d'utilisateurs.

Parisa Rastin, Basarab Matei, Guénaël Cabanes

Proceedings of the Extraction et Gestion des connaissances, 2019

Apprentissage non-supervisé relationnel dans l'espace des coordonnées barycentriques.

Parisa Rastin, Basarab Matei, Guénaël Cabanes

Proceedings of the Extraction et Gestion des connaissances, 2019

2018

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

Parisa Rastin

PhD thesis, 2018

Prototype-based Clustering for Relational Data using Barycentric Coordinates.

Parisa Rastin, Basarab Matei

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Change Detection in Individual Users' Behavior.

Parisa Rastin, Guénaël Cabanes, Basarab Matei, Jean-Marc Marty

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

Signal-based autonomous clustering for relational data.

Parisa Rastin, Basarab Matei, Guénaël Cabanes, Ibtissame El Baghdadi

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Incremental Matrix Reordering for Similarity-Based Dynamic Data Sets.

Parisa Rastin, Basarab Matei

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

Improved sparse prototyping for relational K-means.

Safouane Cherki, Parisa Rastin, Guénaël Cabanes, Basarab Matei

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A New Clustering Algorithm for Dynamic Data.

Parisa Rastin, Tong Zhang, Guénaël Cabanes

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

Collaborative Clustering: How to Select the Optimal Collaborators?

Parisa Rastin, Guénaël Cabanes, Nistor Grozavu, Younès Bennani

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

A multiplex-network based approach for clustering ensemble selection.

Parisa Rastin, Rushed Kanawati

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015