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Multilevel visual representation to assist the exploration of data sets

Grant number: 18/25755-8
Support Opportunities:Scholarships in Brazil - Technical Training Program - Technical Training
Start date: February 01, 2019
End date: February 29, 2020
Field of knowledge:Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
Principal Investigator:Danilo Medeiros Eler
Grantee:Wilson Estécio Marcílio Júnior
Host Institution: Faculdade de Ciências e Tecnologia (FCT). Universidade Estadual Paulista (UNESP). Campus de Presidente Prudente. Presidente Prudente , SP, Brazil
Associated research grant:18/17881-3 - Multilevel visual representation to assist the exploration of data sets, AP.R
News published in Agência FAPESP Newsletter about the scholarship:
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VEICULO: TITULO (DATA)
VEICULO: TITULO (DATA)

Scientific publications (8)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
MARCILIO-JR, WILSON E.; ELER, DANILO M.. Explaining dimensionality reduction results using Shapley values. EXPERT SYSTEMS WITH APPLICATIONS, v. 178, . (18/17881-3, 18/25755-8)
MARCILIO-JR, WILSON E.; ELER, DANILO M.; PAULOVICH, V, FERNANDO; RODRIGUES-JR, JOSE F.; ARTERO, ALMIR O.. ExplorerTree: A Focus+Context Exploration Approach for 2D Embeddings. BIG DATA RESEARCH, v. 25, . (16/11707-6, 17/17450-0, 18/17881-3, 18/25755-8)
TEIXEIRA, JAQUELINE; MARCILIO-JR, WILSON E.; ELER, DANILO M.; ARTERO, ALMIR; BRANDOLI, BRUNO; BANISSI, E; KHOSROW-SHAHI, F; URSYN, A; BANNATYNE, MWM; PIRES, JM; et al. A class-based evaluation approach to assess multidimensional projections. 2020 24TH INTERNATIONAL CONFERENCE INFORMATION VISUALISATION (IV 2020), v. N/A, p. 8-pg., . (18/25755-8, 18/17881-3)
MARCILIO-JR, WILSON ESTECIO; ELER, DANILO MEDEIROS. SADIRE: a context-preserving sampling technique for dimensionality reduction visualizations. JOURNAL OF VISUALIZATION, . (18/25755-8, 18/17881-3)
MARCILIO-JR, WILSON E.; ELER, DANILO M.; GARCIA, ROGERIO E.. Contrastive analysis for scatterplot-based representations of dimensionality reduction. COMPUTERS & GRAPHICS-UK, v. 101, p. 46-58, . (18/25755-8, 18/17881-3)
CHRISTOFANO, RAFAEL MARIANO; MARCILIO JUNIOR, WILSON ESTECIO; ELER, DANILO MEDEIROS; FILIPE, J; SMIALEK, M; BRODSKY, A; HAMMOUDI, S. PlaceProfile: Employing Visual and Cluster Analysis to Profile Regions based on Points of Interest. PROCEEDINGS OF THE 23RD INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS (ICEIS 2021), VOL 1, v. N/A, p. 9-pg., . (18/25755-8, 18/17881-3)
MARCILIO-JR, WILSON ESTECIO; ELER, DANILO MEDEIROS. SADIRE: a context-preserving sampling technique for dimensionality reduction visualizations. JOURNAL OF VISUALIZATION, v. 23, n. 6, p. 999-1013, . (18/25755-8, 18/17881-3)
MARCILIO-JR, WILSON E.; ELER, DANILO; GUILHERME, IVAN; HURTER, C; PURCHASE, H; BOUATOUCH, K. Semi-automatic CNN Architectural Pruning using the Bayesian Case Model and Dimensionality Reduction Visualization. PROCEEDINGS OF THE 17TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISAPP), VOL 4, v. N/A, p. 7-pg., . (18/25755-8, 18/17881-3)