Nicoleta Rogovschi

According to our database1, Nicoleta Rogovschi authored at least 38 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2023
Multi -View Clustering Using Sparse Non-Negative Matrix Factorization for Recommendation Systems.
Proceedings of the International Conference on Machine Learning and Applications, 2023

2022
Trade Between Population Size and Mutation Rate for GAAM (Genetic Algorithm with Aggressive Mutation) for Feature Selection.
Proceedings of the Artificial Intelligence Applications and Innovations, 2022

2021
Data Anonymization through Collaborative Multi-view Microaggregation.
J. Intell. Syst., 2021

Near duplicate column identification: a machine learning approach.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2020
Seeding Initial Population, in Genetic Algorithm for Features Selection.
Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

A Two-Levels Data Anonymization Approach.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020

2019
Preserving Utility during Attribute-oriented Data Anonymization Process.
Aust. J. Intell. Inf. Process. Syst., 2019

t-Distributed Stochastic Neighbor Embedding Spectral Clustering using higher order approximations.
Aust. J. Intell. Inf. Process. Syst., 2019

2018
Efficient k-Anonymization through Constrained Collaborative Clustering.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Domain Name Recommendation based on Neural Network.
Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

A Topological k-Anonymity Model Based on Collaborative Multi-view Clustering.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017
t-Distributed stochastic neighbor embedding spectral clustering.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
A dynamic collaborative filtering system via a weighted clustering approach.
Neurocomputing, 2016

Stochastic Co-clustering for Document-Term Data.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Automated topological co-clustering using fuzzy features partition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

t-Distributed Stochastic Neighbor Embedding with Inhomogeneous Degrees of Freedom.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Model-based Co-clustering for High Dimensional Sparse Data.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015
VHR satellite image segmentation based on topological unsupervised learning.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

An Efficient Incremental Collaborative Filtering System.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Spectral Clustering Trough Topological Learning for Large Datasets.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Pour une meilleure exploitation de la classification croisée dans les systèmes de filtrage collaboratif.
Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

2014
Opinion retrieval through unsupervised topological learning.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013
A topographical nonnegative matrix factorization algorithm.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Incremental learning from several different microarrays.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
A spectral algorithm for topographical Co-clustering.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Classification topologique probabiliste pour des données catégorielles.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

Un Algorithme Spectral pour le Co-clustering Topographique.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011
Modèles de mélanges topologiques pour la classification de données catégorielles et mixtes.
Proceedings of the Fouille de données complexes. Complexité liée aux données multiples, 2011

A Self-Organizing Map for mixed continuous and Categorical Data.
Int. J. Comput., 2011

Probabilistic Self-Organizing Maps for multivariate sequences.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Weighted Topological Clustering for Categorical Data.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Pondération et classification simultanée de données binaires et continues.
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2008
A Probabilistic Self-Organizing Map for Binary Data Topographic Clustering.
Int. J. Comput. Intell. Appl., 2008

Probabilistic Mixed Topological Map for Categorical and Continuous Data.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

2007
The structure of verbal sequences analyzed with unsupervised learning techniques
CoRR, 2007

Enchaînements verbaux - étude sur le temps et l'aspect utilisant des techniques d'apprentissage non supervisé.
Proceedings of the Actes de la 14ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2007

Hybrid Unsupervised Learning to Uncover Discourse Structure.
Proceedings of the Human Language Technology. Challenges of the Information Society, 2007

BeSOM : Bernoulli on Self-Organizing Map.
Proceedings of the International Joint Conference on Neural Networks, 2007


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