Feature space dimensionality reduction for the optimization of visualization methods. - Andreea Griparis; Daniela Faur; Mihai Datcu (IGARSS, 2015)

A dimensionality reduction approach to support visual data mining: Co-ranking-based evaluation. - Andreea Griparis; Daniela Faur; Mihai Datcu (COMM, 2016)

A dimensionality reduction approach for the visualization of the cluster space: A trustworthiness evaluation. - Andreea Griparis; Daniela Faur; Mihai Datcu (IGARSS, 2016)

Dimensionality Reduction for Visual Data Mining of Earth Observation Archives. - Andreea Griparis; Daniela Faur; Mihai Datcu (IEEE Geosci. Remote. Sens. Lett., 2016)

Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization. - Andreea Griparis; Daniela Faur; Mihai Datcu (ACIVS, 2017)

Visual data mining applied on earth observation datasets. - Andreea Griparis; Florin-Andrei Georgescu; Mihai Datcu (IGARSS, 2017)

Quantitative Evaluation of the Feature Space Transformation Methods Used for Applications of Visual Semantic Clustering of EO Images. - Andreea Griparis; Daniela Faur; Mihai Datcu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

An Interactive Visual Analytics Tool for Big Earth Observation Data Content Estimation. - Daniela Faur; Andreea Griparis; Adrian Stoica; Philippe Mougnaud; Mihai Datcu (IGARSS, 2019)

Exploratory search methodology for sentinel 2 data: a prospect of both visual and latent characteristics. - Corina Vaduva; Florin-Andrei Georgescu; Andreea Griparis; Iulia Coca Neagoe; Alexandru-Cosmin Grivei; Mihai Datcu (IGARSS, 2019)

A Bag-of-Words framework for natural disaster evaluation on Sentinel-2 image. - Victor-Bogdan Barbulescu; Andreea Griparis; Mihai Datcu (COMM, 2020)

DR-KNN: A Hybrid Approach for Dimensionality Reduction of EO Image Datasets. - Andreea Griparis; Daniela Faur; Mihai Datcu (IGARSS, 2020)

Integrated Platform for Ecosystems Monitoring Based on Remote and in Situ Measurements. - D. I. Sacaleanu; M. Adamescu; Daniela Faur; C. Cazacu; Bogdan Cristian Florea; Andreea Griparis; Tudor Racoviceanu; R. Giuca (IGARSS, 2020)

Multispectral Data Analysis for Semantic Assessment - A SNAP Framework for Sentinel-2 Use Case Scenarios. - Alexandru-Cosmin Grivei; Iulia Coca Neagoe; Florin-Andrei Georgescu; Andreea Griparis; Corina Vaduva; Zoltan Bartalis; Mihai Datcu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Deep neural networks for classification of dermatological images with multiple skin lesions. - Maria Oniga; Razvan-Florian Micu; Andreea Griparis (COMM, 2022)

Visual Exploration of Satellite Image Time Series. - Andreea Griparis; Anamaria Radoi; Daniela Faur; Mihai Datcu (IGARSS, 2023)

Sentinel 2 super-resolved data cubes - 92 scenes over 2 regions in Switzerland spanning 5 years. - Daniela Faur; Andreea Griparis; Alexandru-Cosmin Grivei; Corina Vaduva; Vlad Vasilescu; Mihai Datcu (IEEE DataPort, 2023)