default author photo

Daniel C. G. Pedronette

University of São Paulo (USP)

SCHOLARLY PAPERS

3

DOWNLOADS

177

TOTAL CITATIONS

3

Scholarly Papers (3)

Actions:
Email selected abstracts
1.

A Ranked-Based Framework Based on Manifold Learning for Multivariate Time Series Retrieval and Classification

Number of pages: 7 Posted: 16 Sep 2024
Bionda Rozin and Daniel C. G. Pedronette
affiliation not provided to SSRN and University of São Paulo (USP)
Downloads 93
Citation 3

Abstract:

Loading...

multivariate time series, representation, information retrieval, classification, manifold learning

2.

Which Generative Adversarial Network Yields High-Quality

Number of pages: 15 Posted: 16 Apr 2022
Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro Aparecido Passos and Dinesh Kumar
University of São Paulo (USP), University of São Paulo (USP), University of São Paulo (USP), University of São Paulo (USP), University of Melbourne, University of Wolverhampton and Royal Melbourne Institute of Technology (RMIT University) - School of Engineering
Downloads 52

Abstract:

Loading...

Age-Related Macular Degeneration, Data Augmentation, Generative Adversarial Networks

3.

Re-Ranking and Representations for Time Series Re-Trieval: A Comparative Study

Number of pages: 35 Posted: 28 Feb 2024
Bionda Rozin, Daniel C. G. Pedronette and Ricardo Torres
affiliation not provided to SSRN, University of São Paulo (USP) and Wageningen University & Research
Downloads 32

Abstract:

Loading...

Time Series, information retrieval, data representation, Re-ranking, unsupervised distance learning, effectiveness