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Vinícius Mourão Alves de Souza
Vinícius Mourão Alves de Souza
Andere namenVinicius M. A. Souza
Assistant Professor, Graduate Program in Informatics, Pontifical Catholic University of Parana
Geverifieerd e-mailadres voor ppgia.pucpr.br - Homepage
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CID: an efficient complexity-invariant distance for time series
GE Batista, EJ Keogh, OM Tataw, VMA Souza
Data Mining and Knowledge Discovery 28 (3), 634-669, 2014
3422014
Evaluation of statistical and machine learning models for time series prediction: Identifying the state-of-the-art and the best conditions for the use of each model
ARS Parmezan, VMA Souza, GE Batista
Information sciences 484, 302-337, 2019
1702019
Time Series Classification Using Compression Distance of Recurrence Plots
DF Silva, VMA Souza, GEAPA Batista
International Conference on Data Mining (ICDM), 687-696, 2013
1062013
Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification Latency
VMA Souza, DF Silva, J Gama, GEAPA Batista
SIAM International Conference on Data Mining (SDM), 873-881, 2015
972015
Exploring low cost laser sensors to identify flying insect species
DF Silva, VMA Souza, DPW Ellis, EJ Keogh, GEAPA Batista
Journal of Intelligent & Robotic Systems 80, 313, 2015
722015
Challenges in Benchmarking Stream Learning Algorithms with Real-world Data
VMA Souza, DM Reis, AG Maletzke, GE Batista
Data Mining and Knowledge Discovery 34, 1805-1858, 2020
572020
Applying Machine Learning and Audio Analysis Techniques to Insect Recognition in Intelligent Traps
DF Silva, VMA Souza, GE Batista, E Keogh, DPW Ellis
12th International Conference on Machine Learning and Applications (ICMLA) 1 …, 2013
542013
Extracting Texture Features for Time Series Classification
VMA Souza, DF Silva, GEAPA Batista
22nd International Conference on Pattern Recognition (ICPR), 1425-1430, 2014
532014
Asfault: A low-cost system to evaluate pavement conditions in real-time using smartphones and machine learning
VMA Souza, R Giusti, AJL Batista
Pervasive and Mobile Computing, 2018
502018
Classification of Data Streams Applied to Insect Recognition: Initial Results
VMA Souza, DF Silva, GE Batista
2013 Brazilian Conference on Intelligent Systems (BRACIS), 76-81, 2013
46*2013
Classification of Evolving Data Streams with Infinitely Delayed Labels
VMA Souza, DF Silva, GEAPA Batista, J Gama
2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015
362015
Asphalt pavement classification using smartphone accelerometer and Complexity Invariant Distance
VMA Souza
Engineering Applications of Artificial Intelligence 74, 198 - 211, 2018
312018
Spoken Digit Recognition in Portuguese Using Line Spectral Frequencies
DF Silva, VMA Souza, GEAPA Batista, R Giusti
13th Ibero-American Conference on Artificial Inteligence, 241-250, 2012
292012
Automatic classification of drum sounds with indefinite pitch
VMA Souza, GEAPA Batista, NE Souza-Filho
International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
242015
Music Shapelets for Fast Cover Song Recognition
DF Silva, VMA Souza, GEAPA Batista
International Society for Music Information Retrieval Conference (ISMIR …, 2015
232015
Effective Insect Recognition Using a Stacked Autoencoder with Maximum Correntropy Criterion
Y Qi, GT Cinar, VMA Souza, GEAPA Batista, Y Wang, JC Principe
International Joint Conference on Neural Networks (IJCNN), 2015
192015
An experimental analysis on time series transductive classification on graphs
CAR de Sousa, VMA Souza, GEAPA Batista
International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
182015
Time Series Transductive Classification on Imbalanced Data Sets: An Experimental Study
CA Sousa, VMA Souza, GEAPA Batista
22nd International Conference on Pattern Recognition (ICPR), 3780-3785, 2014
172014
A comparative study between MFCC and LSF coefficients in automatic recognition of isolated digits pronounced in Portuguese and English
DF Silva, VMA Souza, GEAPA Batista
Acta Scientiarum. Technology 35 (4), 621-628, 2013
172013
Image processing in mobile devices to classify pressure injuries
CM Tibes, EA Cherman, VMA Souza, YDM Évora, SH Zem-Mascarenhas
Journal of Nursing UFPE on line 10 (11), 3840-3847, 2016
12*2016
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Artikelen 1–20