Vinicius M. A. Souza

发表

Challenges in benchmarking stream learning algorithms with real-world data

Gustavo E. A. P. A. Batista, André Gustavo Maletzke, Vinicius M. A. Souza, 2020, Data Mining and Knowledge Discovery.

A comparative study of algorithms for recommending given names

Marcos A. Domingues, Gustavo E. A. P. A. Batista, Bruno M. Nogueira, 2013, 2013 Second International Conference on Informatics & Applications (ICIA).

An Open-Source Tool for Classification Models in Resource-Constrained Hardware

Gustavo E. A. P. A. Batista, Lucas Costa da Silva, Vinicius M. A. Souza, 2021, IEEE Sensors Journal.

Supplementary Material for Evaluation of Statistical and Machine Learning Models for Time Series Prediction : Identifying the State-ofthe-art and the Best Conditions for the Use of Each Model

Gustavo E. A. P. A. Batista, Vinicius M. A. Souza, A. R. S. Parmezan, 2019 .

Asfault: A low-cost system to evaluate pavement conditions in real-time using smartphones and machine learning

Vinícius M. A. de Souza, Rafael Giusti, Antonio J. L. Batista, 2018, Pervasive Mob. Comput..

CID: an efficient complexity-invariant distance for time series

Eamonn J. Keogh, Gustavo E. A. P. A. Batista, Oben M. Tataw, 2014, Data Mining and Knowledge Discovery.

Hierarchical classification of pollinating flying insects under changing environments

Gustavo E. A. P. A. Batista, Vinicius M. A. Souza, I. Žliobaitė, 2022, Ecol. Informatics.

An experimental analysis on time series transductive classification on graphs

Celso André R. de Sousa, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Identifying Aedes aegypti Mosquitoes by Sensors and One-Class Classifiers

Vinícius M. A. de Souza, Vinicius M. A. Souza, 2016, CIARP.

Changes in the wing-beat frequency of bees and wasps depending on environmental conditions: a study with optical sensors

Gustavo E. A. P. A. Batista, Vinicius M. A. Souza, I. Žliobaitė, 2021, Apidologie.

Towards Hierarchical Classification of Data Streams

Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, Antonio Rafael Sabino Parmezan, 2018, CIARP.

Exploring Low Cost Laser Sensors to Identify Flying Insect Species

Daniel P. W. Ellis, Eamonn J. Keogh, Vinícius M. A. de Souza, 2015, J. Intell. Robotic Syst..

Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification Latency

João Gama, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, 2015, SDM.

Unsupervised active learning techniques for labeling training sets: An experimental evaluation on sequential data

Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, Rafael Geraldeli Rossi, 2017, Intell. Data Anal..

Extracting Texture Features for Time Series Classification

Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, Diego Furtado Silva, 2014, 2014 22nd International Conference on Pattern Recognition.

Time Series Classification Using Compression Distance of Recurrence Plots

Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, Diego Furtado Silva, 2013, 2013 IEEE 13th International Conference on Data Mining.

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

Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, Antonio Rafael Sabino Parmezan, 2019, Inf. Sci..

Evaluating Stream Classifiers with Delayed Labels Information

Gustavo E. A. P. A. Batista, Tiago Pinho da Silva, Vinicius Souza, 2018, 2018 7th Brazilian Conference on Intelligent Systems (BRACIS).

Automatic classification of laparos call and playback tests at cuniculture nests

Vinicius M. A. Souza, A. C. K. Klinger, G. S. P. Toledo, 2018 .

Applying Machine Learning and Audio Analysis Techniques to Insect Recognition in Intelligent Traps

Daniel P. W. Ellis, Eamonn J. Keogh, Vinícius M. A. de Souza, 2013, 2013 12th International Conference on Machine Learning and Applications.

A Fuzzy Classifier for Data Streams with Infinitely Delayed Labels

Heloisa A. Camargo, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, 2018, CIARP.

Classification of Evolving Data Streams with Infinitely Delayed Labels

João Gama, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

Asphalt pavement classification using smartphone accelerometer and Complexity Invariant Distance

Vinícius M. A. de Souza, Vinicius M. A. Souza, 2018, Eng. Appl. Artif. Intell..

Classification of Data Streams Applied to Insect Recognition: Initial Results

Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, Diego Furtado Silva, 2013, 2013 Brazilian Conference on Intelligent Systems.

Music Shapelets for Fast Cover Song Recognition

Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, Diego Furtado Silva, 2015, ISMIR.

A comparative study between MFCC and LSF coefficients in automatic recognition of isolated digits pronounced in Portuguese and English

Gustavo E. A. P. A. Batista, Diego Furtado Silva, Vinícius Mourão Alves de Souza, 2013 .