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Barddal, Jean Paul
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1

Just Change on Change: Adaptive Splitting Time for Decision..:

, In: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing,
Assis, Daniel Nowak ; Barddal, Jean Paul ; Enembreck, Fabrício - p. 351-357 , 2024
Link: https://dl.acm.org/doi/1..
 
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2

Adaptive learning on hierarchical data streams using window..:

Tieppo, Eduardo ; Nievola, Júlio Cesar ; Barddal, Jean Paul
Applied Soft Computing.  152 (2024)  - p. 111271 , 2024
Link: https://doi.org/10.1016/..
 
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3

Random forest kernel for high-dimension low sample size cla..:

Cavalheiro, Lucca Portes ; Bernard, Simon ; Barddal, Jean Paul.
Statistics and Computing.  34 (2023)  1 - p. , 2023
Link: https://doi.org/10.1007/..
 
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4

Benchmarking Feature Extraction Techniques for Textual Data..:

, In: 2023 International Joint Conference on Neural Networks (IJCNN),
Thuma, Bruno Siedekum ; de Vargas, Pedro Silva ; Garcia, Cristiano.. - p. 1-8 , 2023
Link: https://doi.org/10.1109/..
 
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5

Deep Single Models vs. Ensembles: Insights for a Fast Deplo..:

, In: 2023 International Conference on Machine Learning and Applications (ICMLA),
Hochuli, Andre Gustavo ; Barddal, Jean Paul ; Palhano, Gillian Cezar.. - p. 1379-1384 , 2023
Link: https://doi.org/10.1109/..
 
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6

An explainable machine learning approach for student dropou..:

Krüger, João Gabriel Corrêa ; Britto Jr., Alceu de Souza ; Barddal, Jean Paul
Expert Systems with Applications.  233 (2023)  - p. 120933 , 2023
Link: https://doi.org/10.1016/..
 
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7

Event-driven Sentiment Drift Analysis in Text Streams: An A..:

, In: 2023 International Conference on Machine Learning and Applications (ICMLA),
Garcia, Cristiano Mesquita ; de Souza Britto, Alceu ; Barddal, Jean Paul - p. 1920-1927 , 2023
Link: https://doi.org/10.1109/..
 
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8

Incremental specialized and specialized-generalized matrix ..:

Viniski, Antônio David ; Barddal, Jean Paul ; de Souza Britto Jr, Alceu.
Neurocomputing.  552 (2023)  - p. 126515 , 2023
Link: https://doi.org/10.1016/..
 
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9

A Tool for Measuring Energy Consumption in Data Stream Mini..:

, In: Intelligent Systems; Lecture Notes in Computer Science,
Onuki, Eric Kenzo Taniguchi ; Malucelli, Andreia ; Barddal, Jean Paul - p. 429-440 , 2023
Link: https://doi.org/10.1007/..
 
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10

Detecting Relevant Information in High- Volume Chat Logs: K..:

, In: 2023 International Conference on Machine Learning and Applications (ICMLA),
Alves, Jeovane Honorio ; Pedroso, Horacio A. C. G. ; Venetikides, Rafael Honorio... - p. 1979-1985 , 2023
Link: https://doi.org/10.1109/..
 
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11

Mass-Based Short Term Selection of Classifiers in Data Stre..:

, In: 2023 International Joint Conference on Neural Networks (IJCNN),
Assis, Daniel Nowak ; Enembreck, Fabricio ; Barddal, Jean Paul - p. 1-8 , 2023
Link: https://doi.org/10.1109/..
 
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12

Classifying Hierarchical Data Streams using Global Classifi..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Tieppo, Eduardo ; Barddal, Jean Paul ; Nievola, Julio Cesar - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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13

Evaluation of Self-taught Learning-based Representations fo..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Delazeri, Bruna Rossetto ; Vera, Leonardo Leon ; Barddal, Jean Paul.. - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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14

Assessing Batch and Online Learning for Delivery in Full an..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
de Lima, Adriano Alves ; Batista, Marcie Venancio ; Barddal, Jean Paul.. - p. 1-9 , 2022
Link: https://doi.org/10.1109/..
 
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15

A systematic review on computer vision-based parking lot ma..:

Almeida, Paulo Ricardo Lisboa de ; Alves, Jeovane Honório ; Parpinelli, Rafael Stubs.
Expert Systems with Applications.  198 (2022)  - p. 116731 , 2022
Link: https://doi.org/10.1016/..
 
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