Nistor Grozavu

77 papers B 19C 2Misc 1Journal 21Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep matrix factorization with adaptive weights for multi-view clustering. Pattern Recognit. Yasser Khalafaoui, Basarab Matei, Martino Lovisetto, Nistor Grozavu
2025	J	`jnl`	A Multimodal Approach to Heritage Preservation in the Context of Climate Change. CoRR David Roqui, Adèle Cormier, Nistor Grozavu, Ann Bourges
2025	J	`jnl`	Coliseum project: Correlating climate change data with the behavior of heritage materials. CoRR Adèle Cormier, David Roqui, Fabrice Surma, Martin Labouré, Jean-Marc Vallet, Odile Guillon, Nistor Grozavu, Ann Bourges
2025	J	`jnl`	Incremental clustering based on Wasserstein distance between histogram models. Pattern Recognit. Xiaotong Qian, Guénaël Cabanes, Parisa Rastin, Mohamed Alae Guidani, Ghassen Marrakchi, Marianne Clausel, Nistor Grozavu
2025	J	`jnl`	Online Clustering of Massive Text Data Streams. SN Comput. Sci. Maha Ben-Fares, Parisa Rastin, Nistor Grozavu, Pierre Holat
2025	J	`jnl`	Siegel Neural Networks. CoRR Xuan Son Nguyen, Aymeric Histace, Nistor Grozavu
2024	J	`jnl`	CADMR: Cross-Attention and Disentangled Learning for Multimodal Recommender Systems. CoRR Yasser Khalafaoui, Martino Lovisetto, Basarab Matei, Nistor Grozavu
2024	—	`conf`	Clustering Multi-Vues en utilisant la Représentation des Coordonnées Barycentriques. EGC Xiaotong Qian, Lili Jin, Guénaël Cabanes, Parisa Rastin, Nistor Grozavu
2024	J	`jnl`	Deep Matrix Factorization with Adaptive Weights for Multi-View Clustering. CoRR Yasser Khalafaoui, Basarab Matei, Martino Lovisetto, Nistor Grozavu
2024	B	`conf`	Incremental Multi-view Clustering using Barycentric Coordinate Representation. IJCNN Xiaotong Qian, Guénaël Cabanes, Parisa Rastin, Nistor Grozavu
2023	B	`conf`	Joint Multi-View Collaborative Clustering. IJCNN Yasser Khalafaoui, Basarab Matei, Nistor Grozavu, Martino Lovisetto
2023	J	`jnl`	Joint Multi-View Collaborative Clustering. CoRR Yasser Khalafaoui, Basarab Matei, Nistor Grozavu, Martino Lovisetto
2023	J	`jnl`	Multi-modal Multi-view Clustering based on Non-negative Matrix Factorization. CoRR Yasser Khalafaoui, Nistor Grozavu, Basarab Matei, Laurent-Walter Goix
2023	B	`conf`	Multi-view Clustering using Barycentric Coordinate Representation. IJCNN Xiaotong Qian, Lili Jin, Guénaël Cabanes, Parisa Rastin, Nistor Grozavu
2022	J	`jnl`	Collaborative Learning to Improve the Non-uniqueness of NMF. Int. J. Comput. Intell. Appl. Kaoutar Benlamine, Younès Bennani, Basarab Matei, Nistor Grozavu, Issam Falih
2022	J	`jnl`	French translation of a dialogue dataset and text-based emotion detection. Data Knowl. Eng. Pierre-Yves Genest, Laurent-Walter Goix, Yasser Khalafaoui, Elöd Egyed-Zsigmond, Nistor Grozavu
2022	—	`conf`	High Dimensional Data Stream Clustering using Topological Representation Learning. SSCI Maha Ben-Fares, Nistor Grozavu, Parisa Rastin, Pierre Holat
2022	—	`conf`	Multi-modal Multi-view Clustering based on Non-negative Matrix Factorization. SSCI Yasser Khalafaoui, Nistor Grozavu, Basarab Matei, Laurent-Walter Goix
2022	—	`conf`	Trade Between Population Size and Mutation Rate for GAAM (Genetic Algorithm with Aggressive Mutation) for Feature Selection. AIAI (1) Marc Chevallier, Nistor Grozavu, Faouzi Boufarès, Nicoleta Rogovschi, Charly Clairmont
2021	—	`conf`	Near duplicate column identification: a machine learning approach. SSCI Marc Chevallier, Faouzi Boufarès, Nistor Grozavu, Nicoleta Rogovschi, Charly Clairmont
2020	B	`conf`	Quantum Collaborative K-means. IJCNN Kaoutar Benlamine, Younès Bennani, Nistor Grozavu, Basarab Matei
2020	—	`conf`	Quantum Semi Non-negative Matrix Factorization. SoCPaR Kaoutar Benlamine, Younès Bennani, Basarab Matei, Nistor Grozavu
2020	—	`conf`	Seeding Initial Population, in Genetic Algorithm for Features Selection. SoCPaR Marc Chevallier, Nicoleta Rogovschi, Faouzi Boufarès, Nistor Grozavu, Charly Clairmont
2019	—	`conf`	Collaborative Non-negative Matrix Factorization. ICANN (4) Kaoutar Benlamine, Nistor Grozavu, Younès Bennani, Basarab Matei
2019	—	`conf`	Distance Estimation for Quantum Prototypes Based Clustering. ICONIP (3) Kaoutar Benlamine, Younès Bennani, Ahmed Zaiou, Mohamed Hibti, Basarab Matei, Nistor Grozavu
2019	J	`jnl`	Impact of Learners' Quality and Diversity in Collaborative Clustering. J. Artif. Intell. Soft Comput. Res. Parisa Rastin, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani
2019	J	`jnl`	t-Distributed Stochastic Neighbor Embedding Spectral Clustering using higher order approximations. Aust. J. Intell. Inf. Process. Syst. Nicoleta Rogovschi, Sarah Zouinina, Basarab Matei, Issam Falih, Nistor Grozavu, Seiichi Ozawa
2018	—	`conf`	A Topological k-Anonymity Model Based on Collaborative Multi-view Clustering. ICANN (3) Sarah Zouinina, Nistor Grozavu, Younès Bennani, Abdelouahid Lyhyaoui, Nicoleta Rogovschi
2018	B	`conf`	Collaborative Multi-View Attributed Networks Mining. IJCNN Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani, Basarab Matei
2018	—	`conf`	Community detection in Attributed Network. WWW (Companion Volume) Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
2018	—	`conf`	Domain Name Recommendation based on Neural Network. INNS Conference on Big Data Kaoutar Benlamine, Nistor Grozavu, Younès Bennani, Nicoleta Rogovschi, Kamel Haddadou, Ahmed Amamou
2018	—	`conf`	Efficient k-Anonymization through Constrained Collaborative Clustering. SSCI Sarah Zouinina, Nistor Grozavu, Younès Bennani, Abdelouahid Lyhyaoui, Nicoleta Rogovschi
2018	B	`conf`	Optimizing exchange confidence during collaborative clustering. IJCNN Jérémie Sublime, Denis Maurel, Nistor Grozavu, Basarab Matei, Younès Bennani
2018	—	`conf`	Topological multi-view clustering for collaborative filtering. INNS Conference on Big Data Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
2017	—	`conf`	ANCA : Attributed Network Clustering Algorithm. COMPLEX NETWORKS Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
2017	B	`conf`	Collaborative clustering between different topological partitions. IJCNN Antoine Lachaud, Nistor Grozavu, Basarab Matei, Younès Bennani
2017	J	`jnl`	Entropy based probabilistic collaborative clustering. Pattern Recognit. Jérémie Sublime, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
2017	B	`conf`	t-Distributed stochastic neighbor embedding spectral clustering. IJCNN Nicoleta Rogovschi, Jun Kitazono, Nistor Grozavu, Toshiaki Omori, Seiichi Ozawa
2016	B	`conf`	Automated topological co-clustering using fuzzy features partition. IJCNN Nistor Grozavu, Guénaël Cabanes, Hatim Chahdi, Nicoleta Rogovschi
2016	—	`conf`	Features Learning and Transformation Based on Deep Autoencoders. ICONIP (3) Eric Janvier, Thierry Couronne, Nistor Grozavu
2016	—	`conf`	Génération de contraintes pour le clustering à partir d'une ontologie - Application à la classification d'images satellites. EGC Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Laure Berti-Équille, Younès Bennani
2016	B	`conf`	On the Use of Ontology as A Priori Knowledge into Constrained Clustering. DSAA Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Laure Berti-Équille, Younès Bennani
2016	—	`conf`	Towards Ontology Reasoning for Topological Cluster Labeling. ICONIP (3) Hatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Younès Bennani, Laure Berti-Équille
2016	—	`conf`	t-Distributed Stochastic Neighbor Embedding with Inhomogeneous Degrees of Freedom. ICONIP (3) Jun Kitazono, Nistor Grozavu, Nicoleta Rogovschi, Toshiaki Omori, Seiichi Ozawa
2015	—	`conf`	A Recommendation System Based on Unsupervised Topological Learning. ICONIP (2) Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani
2015	—	`conf`	Collaborative Clustering: How to Select the Optimal Collaborators? SSCI Parisa Rastin, Guénaël Cabanes, Nistor Grozavu, Younès Bennani
2015	B	`conf`	Collaborative clustering with heterogeneous algorithms. IJCNN Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
2015	—	`conf`	Compose: A Domain Specific Language for scientific code computation. CFIP/NOTERE Benoit Charroux, Layth Sliman, Yvan Stroppa, Nistor Grozavu
2015	J	`jnl`	From horizontal to vertical collaborative clustering using generative topographic maps. Int. J. Hybrid Intell. Syst. Jérémie Sublime, Nistor Grozavu, Guénaël Cabanes, Younès Bennani, Antoine Cornuéjols
2015	—	`conf`	Spectral Clustering Trough Topological Learning for Large Datasets. ICONIP (2) Nicoleta Rogovschi, Nistor Grozavu, Lazhar Labiod
2015	Misc	`conf`	VHR satellite image segmentation based on topological unsupervised learning. MVA Nistor Grozavu, Nicoleta Rogovschi, Guénaël Cabanes, Andres Troya-Galvis, Pierre Gançarski
2015	—	`conf`	Vertical collaborative clustering using generative topographic maps. SoCPaR Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
2014	B	`conf`	Diversity analysis in collaborative clustering. IJCNN Nistor Grozavu, Guénaël Cabanes, Younès Bennani
2014	B	`conf`	Opinion retrieval through unsupervised topological learning. IJCNN Nicoleta Rogovschi, Nistor Grozavu
2013	B	`conf`	Collaborative multi-view clustering. IJCNN Mohamad Ghassany, Nistor Grozavu, Younès Bennani
2013	B	`conf`	Incremental learning from several different microarrays. IJCNN Vladimir Nikulin, Nicoleta Rogovschi, Nistor Grozavu
2013	—	`conf`	Unsupervised Learning for Analyzing the Dynamic Behavior of Online Banking Fraud. ICDM Workshops Guénaël Cabanes, Younès Bennani, Nistor Grozavu
2012	J	`jnl`	Collaborative Clustering using Prototype-Based Techniques. Int. J. Comput. Intell. Appl. Mohamad Ghassany, Nistor Grozavu, Younès Bennani
2012	—	`conf`	Collaborative Generative Topographic Mapping. ICONIP (2) Mohamad Ghassany, Nistor Grozavu, Younès Bennani
2012	B	`conf`	Feature space transformation for transfer learning. IJCNN Nistor Grozavu, Younès Bennani, Lazhar Labiod
2012	—	`conf`	Transformation de l'espace de description pour l'apprentissage par transfert. EGC Nistor Grozavu, Younès Bennani, Lazhar Labiod
2011	J	`jnl`	Classification relationnelle topographique. Rev. d'Intelligence Artif. Lazhar Labiod, Nistor Grozavu, Younès Bennani
2011	B	`conf`	Learning confidence exchange in Collaborative Clustering. IJCNN Nistor Grozavu, Mohamad Ghassany, Younès Bennani
2011	—	`conf`	Pondération et classification simultanée de données binaires et continues. EGC Nicoleta Rogovschi, Mustapha Lebbah, Nistor Grozavu
2011	—	`conf`	Simultaneous Pattern and Variable Weighting during Topological Clustering. ICONIP (1) Nistor Grozavu, Younès Bennani
2011	J	`jnl`	Simultaneous Topological Categorical Data Clustering and Cluster characterization. Int. J. Comput. Lazhar Labiod, Nistor Grozavu, Younès Bennani
2010	C	`conf`	Autonomous Clustering Characterization for Categorical Data. ICMLA Nistor Grozavu, Lazhar Labiod, Younès Bennani
2010	—	`conf`	Clustering Categorical Data Using an Extended Modularity Measure. ICONIP (2) Lazhar Labiod, Nistor Grozavu, Younès Bennani
2010	—	`conf`	Formulation Condorcéenne du critère de la modularité. AAFD Lazhar Labiod, Nistor Grozavu, Younès Bennani
2010	J	`jnl`	Relational Topological Map. Int. J. Comput. Intell. Appl. Lazhar Labiod, Nistor Grozavu, Younès Bennani
2010	B	`conf`	Relational topological clustering. IJCNN Lazhar Labiod, Nistor Grozavu, Younès Bennani
2010	J	`jnl`	Topological Collaborative Clustering. Aust. J. Intell. Inf. Process. Syst. Nistor Grozavu, Younès Bennani
2009	C	`conf`	A New Competitive Strategy for Self Organizing Map Learning. ICMLA Nistor Grozavu, Younès Bennani
2009	—	`conf`	Caractérisation automatique des classes découvertes en classification non supervisée. EGC Nistor Grozavu, Younès Bennani, Mustapha Lebbah
2009	—	`conf`	Cluster-Dependent Feature Selection through a Weighted Learning Paradigm. EGC (best of volume) Nistor Grozavu, Younès Bennani, Mustapha Lebbah
2009	B	`conf`	From variable weighting to cluster characterization in topographic unsupervised learning. IJCNN Nistor Grozavu, Younès Bennani, Mustapha Lebbah
2008	—	`conf`	Pondération locale des variables en apprentissage numérique non-supervisé. EGC Nistor Grozavu, Younès Bennani, Mustapha Lebbah