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J

Jean Paul Barddal

pontificia universidade catolica do parana

18H-index
107Paper Count
2.5KCitation Count
Published Papers 23
Publication Date
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A Generative Domain Adaptation Scheme for Swift Deployment of Parking Monitoring Systems
errINTELLIGENT SYSTEMS, BRACIS 2025, PT I
IF0
err2026-01-01
err0
PREAI
errFerreira dos Santos, Antonio Michel; Lisboa de Almeida, Paulo Ricardo; Barddal, Jean Paul; Hochuli, Andre Gustavo
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errSave
OnlineSIRUOS: An Inverse Random Under and Oversampling, Heterogeneous Ensemble, and Meta-learning Approach for Imbalanced Data Stream Classification
errINTELLIGENT SYSTEMS, BRACIS 2025, PT II
IF0
err2026-01-01
err0
PREAI
errdos Santos Coelho, Vinicios Caina; Britto, Alceu de Souza, Jr.; Barddal, Jean Paul
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errSave
Training and Test Machine Learning Models on Encrypted Data: Initial Results and Challenges
errINTELLIGENT SYSTEMS, BRACIS 2025, PT II
IF0
err2026-01-01
err0
PREAI
errKruger, Rodrigo; Barddal, Jean Paul; Souza, Vinicius M. A.
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errSave
Adaptive Options for Decision Trees in Evolving Data Stream Classification
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VII
IF0
err2026-01-01
err0
PREAI
errAssis, Daniel Nowak; Barddal, Jean Paul; Enembreck, Fabricio
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errSave
Adaptive Interactive Process Drift Detection: Detecting and Visualizing Process Drifts
errARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2025, PT III
IF0
err2026-01-01
err0
PREAI
errSato, Denise Maria Vecino; de Freitas, Sheila Cristiana; Sato, Jefferson Koji; Barddal, Jean Paul; Scalabrin, Edson Emilio
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errSave
Behavioral insights of adaptive splitting decision trees in evolving data stream classification
errKNOWLEDGE AND INFORMATION SYSTEMS
IF3.1
err2025-04-05
err0
PREAI
errAssis, Daniel Nowak; Barddal, Jean Paul; Enembreck, Fabricio
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errSave
Concept Drift Adaptation in Text Stream Mining Settings: A Systematic Review
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2025-02-05
err0
errOAAI
errGarcia, CM; Abilio, R; Koerich, AL; Britto, AD Jr; Barddal, JP
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errSave
Temporal analysis of drifting hashtags in textual data streams: A graph-based application
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err0
errOAAI
errGarcia, Cristiano Mesquita; Britto Jr., Alceu de Souza; Barddal, Jean Paul
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errSave
Adaptive learning on hierarchical data streams using window-weighted Gaussian probabilities
errAPPLIED SOFT COMPUTING
IF6.6
err2024-02-01
err1
PREAI
errTieppo, Eduardo; Nievola, Julio Cesar; Barddal, Jean Paul
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errSave
An explainable machine learning approach for student dropout prediction
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-12-01
err12
PREAI
errKrueger, Joao Gabriel Correa; Britto Jr, Alceu de Souza; Barddal, Jean Paul
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errSave
Incremental specialized and specialized-generalized matrix factorization models based on adaptive learning rate optimizers
errNEUROCOMPUTING
IF6.5
err2023-10-01
err4
PREAI
errViniski, Antonio David; Barddal, Jean Paul; Britto Jr, Alceu de Souza; de Campos, Humberto Vinicius Aparecido
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errSave
Exploring diversity in data complexity and classifier decision spaces for pool generation
errINFORMATION FUSION
IF15.5
err2023-01-01
err2
errOAAI
errMonteiro Jr, Marcos; Britto Jr, Alceu S.; Barddal, Jean P.; Oliveira, Luiz S.; Sabourin, Robert
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errSave
A systematic review on computer vision-based parking lot management applied on public datasets
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-07-01
err10
errOAAI
errde Almeida, Paulo Ricardo Lisboa; Alves, Jeovane Honorio; Parpinelli, Rafael Stubs; Barddal, Jean Paul
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errSave
A Survey on Concept Drift in Process Mining
errACM COMPUTING SURVEYS
IF28
err2021-10-08
err56
errOAAI
errVecino Sato, Denise Maria; De Freitas, Sheila Cristiana; Barddal, Jean Paul; Scalabrin, Edson Emilio
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errSave
A case study of batch and incremental recommender systems in supermarket data under concept drifts and cold start
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-08-01
err12
PREAI
errViniski, Antonio David; Barddal, Jean Paul; Britto Jr, Alceu de Souza; Enembreck, Fabricio; de Campos, Humberto Vinicius Aparecido
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errSave
Lessons learned from data stream classification applied to credit scoring
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2020-12-01
err23
PREAI
errBarddal, Jean Paul; Loezer, Lucas; Enembreck, Fabricio; Lanzuolo, Riccardo
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errSave
Boosting decision stumps for dynamic feature selection on data streams
errenterprise information systems
IF3.4
err2019-07-01
err28
errOAAI
errBarddal, Jean Paul; Enembreck, Fabricio; Gomes, Heitor Murilo; Bifet, Albert; Pfahringer, Bernhard
errShare
errSave
Adaptive random forests for evolving data stream classification (vol 106, pg 1469, 2017)
errMACHINE LEARNING
IF2.9
err2019-03-13
err12
errOAAI
errGomes, Heitor M.; Bifet, Albert; Read, Jesse; Barddal, Jean Paul; Enembreck, Fabricio; Pfahringer, Bernhard; Holmes, Geoff; Abdessalem, Talel
errShare
errSave
Merit-guided dynamic feature selection filter for data streams
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2019-02-01
err30
PREAI
errBarddal, Jean Paul; Enembreck, Fabricio; Gomes, Heitor Murilo; Bifet, Albert; Pfahringer, Bernhard
errShare
errSave
Adaptive random forests for evolving data stream classification
errMACHINE LEARNING
IF2.9
err2017-06-13
err483
errOAAI
errGomes, Heitor M.; Bifet, Albert; Read, Jesse; Barddal, Jean Paul; Enembreck, Fabricio; Pfharinger, Bernhard; Holmes, Geoff; Abdessalem, Talel
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Robert Sabourin
H-index: 55 · Papers: 463
B
Bernhard Pfahringer
H-index: 52 · Papers: 313
A
Albert Bifet
H-index: 49 · Papers: 366
L
Luiz S. Oliveira
H-index: 45 · Papers: 257
J
Jesse Read
H-index: 33 · Papers: 141
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