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Heitor Murilo Gomes

School of Engineering and Computer Science

26H-index
130Paper Count
3.4KCitation Count
Published Papers 25
Publication Date
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Adaptive approaches towards fully incremental prediction interval for data stream regression
errKnowledge and Information Systems
IF3.1
err2026-07-24
err0
errOAAI
errYibin Sun; Bernhard Pfahringer; Heitor Murilo Gomes; Albert Bifet
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errSave
Machine Learning for Data Streams with CapyMOA
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK AND DEMO TRACK, ECML PKDD 2025, PT X
IF0
err2026-01-01
err0
PREAI
errSun, Yibin; Gomes, Heitor Murilo; Lee, Anton; Gunasekara, Nuwan; Cassales, Guilherme Weigert; Liu, Jia Justin; Heyden, Marco; Cerqueira, Vitor; Bahri, Maroua; Koh, Yun Sing; Pfahringer, Bernhard; Bifet, Albert
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errSave
SLEADE: Disagreement-Based Semi-Supervised Learning for Sparsely Labeled Evolving Data Streams
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-12-23
err0
PREAI
errHeitor Murilo Gomes; Jesse Read; Maciej Grzenda; Bernhard Pfahringer; Albert Bifet
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errSave
RMIDDM: an unsupervised and interpretable concept drift detection method for data streams
errData Mining and Knowledge Discovery
IF4.3
err2025-09-18
err0
PREAI
errRuivaldo Neto; Brenno Alencar; Heitor Murilo Gomes; Albert Bifet; João Gama; Guilherme Cassales; Ricardo Rios
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errSave
Gradient boosted bagging for evolving data stream regression
errData Mining and Knowledge Discovery
IF4.3
err2025-08-06
err0
errOAAI
errNuwan Gunasekara; Bernhard Pfahringer; Heitor Murilo Gomes; Albert Bifet
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errSave
Linear adaptive filtering for regression in data streams
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2025-05-06
err0
errOAAI
errIgual, Jorge; Gomes, Heitor Murilo; Pfahringer, Bernhard; Bifet, Albert
errShare
errSave
Towards more realistic evaluations: The impact of label delays in malware detection pipelines
errCOMPUTERS & SECURITY
IF5.4
err2025-01-01
err0
PREAI
errBotacin, Marcus; Gomes, Heitor
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errSave
Gradient boosted trees for evolving data streams
errMACHINE LEARNING
IF2.9
err2024-03-22
err2
errOAAI
errGunasekara, Nuwan; Pfahringer, Bernhard; Gomes, Heitor; Bifet, Albert
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errSave
SeGDroid: An Android malware detection method based on sensitive function call graph learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-01-01
err7
PREAI
errLiu, Zhen; Wang, Ruoyu; Japkowicz, Nathalie; Gomes, Heitor Murilo; Peng, Bitao; Zhang, Wenbin
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errSave
Fast & Furious: On the modelling of malware detection as an evolving data stream
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-02-01
err14
errOAAI
errCeschin, Fabricio; Botacin, Marcus; Gomes, Heitor Murilo; Pinage, Felipe; Oliveira, Luiz S.; Gregio, Andre
errShare
errSave
A Survey on Semi-supervised Learning for Delayed Partially Labelled Data Streams
errACM COMPUTING SURVEYS
IF28
err2022-11-21
err18
errOAAI
errGomes, Heitor Murilo; Grzenda, Maciej; Mello, Rodrigo; Read, Jesse; Le Nguyen, Minh Huong; Bifet, Albert
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errSave
Resource-Aware Edge-Based Stream Analytics
errIEEE INTERNET COMPUTING
IF4.4
err2022-07-01
err0
errOAAI
errPetri, Ioan; Chirila, Ioan; Gomes, Heitor Murilo; Bifet, Albert; Rana, Omer F.
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errSave
STUDD: a student-teacher method for unsupervised concept drift detection
errMACHINE LEARNING
IF2.9
err2022-06-21
err8
errOAAI
errCerqueira, Vitor; Gomes, Heitor Murilo; Bifet, Albert; Torgo, Luis
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errSave
A Hybrid Sampling Approach for Imbalanced Binary and Multi-Class Data Using Clustering Analysis
errIEEE ACCESS
IF3.6
err2022-01-01
err12
errOAAI
errPalli, Abdul Sattar; Jaafar, Jafreezal; Hashmani, Manzoor Ahmed; Gomes, Heitor Murilo; Gilal, Abdul Rehman
errShare
errSave
Data stream analysis: Foundations, major tasks and tools
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2021-03-02
err65
PREAI
errBahri, Maroua; Bifet, Albert; Gama, Joao; Gomes, Heitor Murilo; Maniu, Silviu
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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
Genomic characterization of MDR/XDR-TB in Kazakhstan by a combination of high-throughput methods predominantly shows the ongoing transmission of L2/Beijing 94-32 central Asian/Russian clusters
errBMC INFECTIOUS DISEASES
IF3
err2019-06-24
err13
errOAAI
errKlotoe, B. J.; Kacimi, S.; Costa-Conceicao, E.; Gomes, H. M.; Barcellos, R. B.; Panaiotov, S.; Slimene, D. Haj; Sikhayeva, N.; Sengstake, S.; Schuitema, A. R.; Akhalaia, M.; Alenova, A.; Zholdybayeva, E.; Tarlykov, P.; Anthony, R.; Refregier, G.; Sola, C.
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errSave
Generating action plans for poultry management using artificial neural networks
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2019-06-01
err20
PREAI
errRibeiro, Richardson; Casanova, Dalcimar; Teixeira, Marcelo; Wirth, Andre; Gomes, Heitor M.; Borges, Andre P.; Enembreck, Fabricio
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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

Research Directions

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Co-authors
Cooperation Journals
O
Omer Rana
H-index: 63 · Papers: 841
J
João Gama
H-index: 62 · Papers: 623
B
Bernhard Pfahringer
H-index: 52 · Papers: 313
A
Albert Bifet
H-index: 49 · Papers: 367
A
Afrânio Lineu Kritski
H-index: 49 · Papers: 465
View more