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Vinicius Souza
Assistant Professor, Pontificia Universidade Católica do Paraná
Joined
December 2022
Names
Vinicius Souza
(Preferred)
,
Vinicius M A Souza
,
Vinicius Mourao Alves de Souza
Emails
****@gmail.com
(Confirmed)
,
****@pucpr.br
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Assistant Professor
Pontificia Universidade Católica do Paraná
(pucpr.br)
2021
–
Present
Postdoc
University of New Mexico
(unm.edu)
2019
–
2021
PhD student
Universidade de São Paulo
(usp.br)
2011
–
2016
Advisors, Relations & Conflicts
Postdoc Advisor
Abdullah Mueen
2019
–
2021
PhD Advisor
Gustavo Batista
2011
–
2016
Expertise
Data streams
,
concept drift
,
online learning
2011
–
Present
Time series
,
motif discovery
,
anomaly detection
,
change detection
2011
–
Present
Publications
Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification Latency
Vinicius Souza
,
Joao Gama
,
Gustavo E. A. P. A. Batista
,
Diego Furtado Silva
OpenReview Archive Direct Upload
Readers:
Everyone
Combining Filtering and Cross-Correlation Efficiently for Streaming Time Series
Sheng Zhong
,
Vinícius M. A. de Souza
,
Abdullah Mueen
2022 (modified: 02 Feb 2023)
ACM Trans. Knowl. Discov. Data 2022
Readers:
Everyone
Time Series Prediction via Similarity Search: Exploring Invariances, Distance Measures and Ensemble Functions
Antonio Rafael Sabino Parmezan
,
Vinícius M. A. de Souza
,
Gustavo E. A. P. A. Batista
2022 (modified: 02 Feb 2023)
IEEE Access 2022
Readers:
Everyone
Multi-way Time Series Join on Multi-length Patterns
Md. Parvez Mollah
,
Vinícius M. A. de Souza
,
Abdullah Mueen
2021 (modified: 02 Feb 2023)
ICDM 2021
Readers:
Everyone
Efficient unsupervised drift detector for fast and high-dimensional data streams
Vinícius M. A. de Souza
,
Antonio Rafael Sabino Parmezan
,
Farhan Asif Chowdhury
,
Abdullah Mueen
2021 (modified: 02 Feb 2023)
Knowl. Inf. Syst. 2021
Readers:
Everyone
An Open-Source Tool for Classification Models in Resource-Constrained Hardware
Lucas Tsutsui da Silva
,
Vinícius M. A. de Souza
,
Gustavo E. A. P. A. Batista
2021 (modified: 02 Feb 2023)
CoRR 2021
Readers:
Everyone
FilCorr: Filtered and Lagged Correlation on Streaming Time Series
Sheng Zhong
,
Vinícius M. A. de Souza
,
Abdullah Mueen
2020 (modified: 02 Feb 2023)
ICDM 2020
Readers:
Everyone
Unsupervised Drift Detection on High-speed Data Streams
Vinícius M. A. de Souza
,
Farhan Asif Chowdhury
,
Abdullah Mueen
2020 (modified: 02 Feb 2023)
IEEE BigData 2020
Readers:
Everyone
Challenges in benchmarking stream learning algorithms with real-world data
Vinícius M. A. de Souza
,
Denis Moreira dos Reis
,
André Gustavo Maletzke
,
Gustavo E. A. P. A. Batista
2020 (modified: 02 Feb 2023)
Data Min. Knowl. Discov. 2020
Readers:
Everyone
Challenges in Benchmarking Stream Learning Algorithms with Real-world Data
Vinícius M. A. de Souza
,
Denis Moreira dos Reis
,
André Gustavo Maletzke
,
Gustavo E. A. P. A. Batista
2020 (modified: 02 Feb 2023)
CoRR 2020
Readers:
Everyone
View all 40 publications
Co-Authors
Abdullah Mueen
André Gustavo Maletzke
Antonio J. L. Batista
Antonio Rafael Sabino Parmezan
Celso André R. de Sousa
Daniel P. W. Ellis
Denis Moreira dos Reis
Diego Furtado Silva
Eamonn J. Keogh
Everton Alvares Cherman
Farhan Asif Chowdhury
Glêdson Elias
Goktug T. Cinar
Gustavo E. A. P. A. Batista
Gustavo Enrique De Almeida Prado Alves Batista
Heloisa de Arruda Camargo
Joao Gama
José C. Príncipe
João Gama
Lucas Tsutsui da Silva
Md. Parvez Mollah
Nilson E. Souza-Filho
Oben Moses Tataw
Rafael A. Souza
Rafael Geraldeli Rossi
View all 32 co-authors