Compact representation of images by edge adapted multiscale transforms. - Albert Cohen 002; Basarab Matei (ICIP (1), 2001)

Nonlinear Subdivision Schemes: Applications to Image Processing. - Albert Cohen 002; Basarab Matei (Tutorials on Multiresolution in Geometric Modelling, 2002)

Edge adapted nonlinear multiscale transforms for compact image representation. - Francesc Aràndiga; Albert Cohen 002; Manuel Doblas; Basarab Matei (ICIP (1), 2003)

On a (W)ENO-Type Multiscale Representation Based on Quincunx Refinement: Application to Image Compression. - Basarab Matei; Sylvain Meignen; Anastasia Zakharova (Curves and Surfaces, 2010)

Edge detection insensitive to changes of illumination in the image. - Francesc Aràndiga; Albert Cohen 002; Rosa Donat; Basarab Matei (Image Vis. Comput., 2010)

Smoothness of non-linear and non-separable subdivision schemes. - Basarab Matei; Sylvain Meignen; Anastasia Zakharova (Asymptot. Anal., 2011)

Smoothness characterization and stability of nonlinear and non-separable multiscale representations. - Basarab Matei; Sylvain Meignen; Anastasia Zakharova (J. Approx. Theory, 2011)

Analysis of a class of nonlinear and non-separable multiscale representations. - Basarab Matei; Sylvain Meignen (Numer. Algorithms, 2012)

Nonlinear cell-average multiscale signal representations: Application to signal denoising. - Basarab Matei; Sylvain Meignen (Signal Process., 2012)

Pruned Simple Model Sets for Fast Exact Recovery of Image. - Basarab Matei; Younès Bennani (ICDM Workshops, 2015)

Optimized lifting schemes based on ENO stencils for image approximation. - Mounir Kaaniche; Basarab Matei; Sylvain Meignen (ICIP, 2015)

Nonlinear and Nonseparable Bidimensional Multiscale Representation Based on Cell-Average Representation. - Basarab Matei; Sylvain Meignen (IEEE Trans. Image Process., 2015)

Performance evaluation of high dynamic range image tone mapping operators based on separable non-linear multiresolution families. - Ba Chien Thai; Anissa Mokraoui; Basarab Matei (EUSIPCO, 2016)

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

Exact reconstruction of the nonnegative measures using model sets. - Basarab Matei (Asymptot. Anal., 2016)

Co-clustering through Optimal Transport. - Charlotte Laclau; Ievgen Redko; Basarab Matei; Younès Bennani; Vincent Brault (ICML, 2017)

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

Collaborative clustering between different topological partitions. - Antoine Lachaud; Nistor Grozavu; Basarab Matei; Younès Bennani (IJCNN, 2017)

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

Analysis of the influence of diversity in collaborative and multi-view clustering. - Jérémie Sublime; Basarab Matei; Pierre-Alexandre Murena (IJCNN, 2017)

Revisited histogram equalization as HDR images tone mapping operators. - Anas Husseis; Anissa Mokraoui; Basarab Matei (ISSPIT, 2017)

Image tone mapping approach using essentially non-oscillatory bi-quadratic interpolations combined with a weighting coefficients strategy. - Ba Chien Thai; Anissa Mokraoui; Basarab Matei; Mahdia Tabal (ISSPIT, 2017)

Entropy based probabilistic collaborative clustering. - Jérémie Sublime; Basarab Matei; Guénaël Cabanes; Nistor Grozavu; Younès Bennani; Antoine Cornuéjols (Pattern Recognit., 2017)

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

An Information Theory based Approach to Multisource Clustering. - Pierre-Alexandre Murena; Jérémie Sublime; Basarab Matei; Antoine Cornuéjols (IJCAI, 2018)

Online Semi-supervised Growing Neural Gas for Multi-label Data Classification. - Samira Boulbazine; Guénaël Cabanes; Basarab Matei; Younès Bennani (IJCNN, 2018)

Learning Useful Representations Through Stacked Self-Organizing Maps. - Ibtissam Brahmi; Guénaël Cabanes; Younès Bennani; Basarab Matei (IJCNN, 2018)

Collaborative Multi-View Attributed Networks Mining. - Issam Falih; Nistor Grozavu; Rushed Kanawati; Younès Bennani; Basarab Matei (IJCNN, 2018)

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

Optimizing exchange confidence during collaborative clustering. - Jérémie Sublime; Denis Maurel; Nistor Grozavu; Basarab Matei; Younès Bennani (IJCNN, 2018)

Piecewise linear perceptual quantizer as a non-uniform histogram equalization adjustment for contrast enhancement of tone mapped HDR images. - Ba Chien Thai; Anissa Mokraoui; Basarab Matei (ISIVC, 2018)

HDR Image Tone Mapping Approach based on Near Optimal Separable Adaptive Lifting Scheme. - Ba Chien Thai; Anissa Mokraoui; Basarab Matei (SPA, 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)

Collaborative Non-negative Matrix Factorization. - Kaoutar Benlamine; Nistor Grozavu; Younès Bennani; Basarab Matei (ICANN (4), 2019)

Distance Estimation for Quantum Prototypes Based Clustering. - Kaoutar Benlamine; Younès Bennani; Ahmed Zaiou; Mohamed Hibti; Basarab Matei; Nistor Grozavu (ICONIP (3), 2019)

Multi-view Clustering through Optimal Transport. - Fatima Ezzahraa Ben Bouazza; Younès Bennani; Mourad El Hamri; Guénaël Cabanes; Basarab Matei; Abdelfettah Touzani (Aust. J. Intell. Inf. Process. Syst., 2019)

t-Distributed Stochastic Neighbor Embedding Spectral Clustering using higher order approximations. - Nicoleta Rogovschi; Sarah Zouinina; Basarab Matei; Issam Falih; Nistor Grozavu; Seiichi Ozawa (Aust. J. Intell. Inf. Process. Syst., 2019)

Study on the Influence of Diversity and Quality in Entropy Based Collaborative Clustering. - Jérémie Sublime; Guénaël Cabanes; Basarab Matei (Entropy, 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)

Contrast enhancement and details preservation of tone mapped high dynamic range images. - Ba Chien Thai; Anissa Mokraoui; Basarab Matei (J. Vis. Commun. Image Represent., 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)

Quantum Collaborative K-means. - Kaoutar Benlamine; Younès Bennani; Nistor Grozavu; Basarab Matei (IJCNN, 2020)

Quantum Semi Non-negative Matrix Factorization. - Kaoutar Benlamine; Younès Bennani; Basarab Matei; Nistor Grozavu (SoCPaR, 2020)

Convex Non-negative Matrix Factorization Through Quantum Annealing. - Ahmed Zaiou; Basarab Matei; Younès Bennani; Mohamed Hibti (HPCC/DSS/SmartCity/DependSys, 2021)

Balanced K-means using Quantum annealing. - Ahmed Zaiou; Younès Bennani; Basarab Matei; Mohamed Hibti (SSCI, 2021)

A quantum learning approach based on Hidden Markov Models for failure scenarios generation. - Ahmed Zaiou; Younès Bennani; Basarab Matei; Mohamed Hibti (CACML, 2022)

Quantum Approach for Vertex Separator Problem in Directed Graphs. - Ahmed Zaiou; Younès Bennani; Mohamed Hibti; Basarab Matei (AIAI (1), 2022)

Multi-modal Multi-view Clustering based on Non-negative Matrix Factorization. - Yasser Khalafaoui; Nistor Grozavu; Basarab Matei; Laurent-Walter Goix (SSCI, 2022)

Collaborative Learning to Improve the Non-uniqueness of NMF. - Kaoutar Benlamine; Younès Bennani; Basarab Matei; Nistor Grozavu; Issam Falih (Int. J. Comput. Intell. Appl., 2022)

Joint Multi-View Collaborative Clustering. - Yasser Khalafaoui; Basarab Matei; Nistor Grozavu; Martino Lovisetto (IJCNN, 2023)

CADMR: Cross-Attention and Disentangled Learning for Multimodal Recommender Systems. - Yasser Khalafaoui; Martino Lovisetto; Basarab Matei; Nistor Grozavu (CoRR, 2024)

Deep matrix factorization with adaptive weights for multi-view clustering. - Yasser Khalafaoui; Basarab Matei; Martino Lovisetto; Nistor Grozavu (Pattern Recognit., 2026)