Evaluation Goals for Online Process Mining: A Concept Drift Perspective
Ceravolo, Paolo, Tavares, Gabriel Marques, Junior, Sylvio Barbon, Damiani, Ernesto
Published in IEEE transactions on services computing (01.07.2022)
Published in IEEE transactions on services computing (01.07.2022)
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Journal Article
Automated Trace Clustering Pipeline Synthesis in Process Mining
Grigore, Iuliana Malina, Tavares, Gabriel Marques, Silva, Matheus Camilo da, Ceravolo, Paolo, Barbon Junior, Sylvio
Published in Information (Basel) (01.04.2024)
Published in Information (Basel) (01.04.2024)
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Journal Article
Using Process Mining to Reduce Fraud in Digital Onboarding
Silva, Matheus Camilo da, Tavares, Gabriel Marques, Gritti, Marcos Cesar, Ceravolo, Paolo, Barbon Junior, Sylvio
Published in FinTech (28.02.2023)
Published in FinTech (28.02.2023)
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Journal Article
물리적 또는 확장된 현실 환경의 하나 이상의 아이소비스트를 계산하는 방법
PIGA BARBARA ESTER ADELE, MARQUES TAVARES GABRIEL, CERAVOLO PAOLO, STANCATO GABRIELE, BOFFI MARCO, RAINISIO NICOLA
Year of Publication 26.02.2024
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Year of Publication 26.02.2024
Patent
Advances in Data Management in the Big Data Era
Azzini, Antonia, Barbon Jr, Sylvio, Bellandi, Valerio, Catarci, Tiziana, Ceravolo, Paolo, Cudré-Mauroux, Philippe, Maghool, Samira, Pokorny, Jaroslav, Scannapieco, Monica, Sedes, Florence, Tavares, Gabriel Marques, Wrembel, Robert
Published in Advancing Research in Information and Communication Technology (2021)
Published in Advancing Research in Information and Communication Technology (2021)
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Book Chapter
Automating Process Discovery Through Meta-learning
Tavares, Gabriel Marques, Junior, Sylvio Barbon, Damiani, Ernesto
Published in Cooperative Information Systems (2022)
Published in Cooperative Information Systems (2022)
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Book Chapter
Decision Predicate Graphs: Enhancing Interpretability in Tree Ensembles
Arrighi, Leonardo, Pennella, Luca, Tavares, Gabriel Marques, Junior, Sylvio Barbon
Year of Publication 03.04.2024
Year of Publication 03.04.2024
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Journal Article
Problem-oriented AutoML in Clustering
da Silva, Matheus Camilo, Tavares, Gabriel Marques, Medvet, Eric, Junior, Sylvio Barbon
Year of Publication 24.09.2024
Year of Publication 24.09.2024
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Journal Article
ALPBench: A Benchmark for Active Learning Pipelines on Tabular Data
Margraf, Valentin, Wever, Marcel, Gilhuber, Sandra, Tavares, Gabriel Marques, Seidl, Thomas, Hüllermeier, Eyke
Year of Publication 25.06.2024
Year of Publication 25.06.2024
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Journal Article
Evaluation Goals for Online Process Mining: a Concept Drift Perspective
Ceravolo, Paolo, Tavares, Gabriel Marques, Junior, Sylvio Barbon, Damiani, Ernesto
Published in 2022 IEEE World Congress on Services (SERVICES) (01.07.2022)
Published in 2022 IEEE World Congress on Services (SERVICES) (01.07.2022)
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Conference Proceeding
Anomaly Detection on Event Logs with a Scarcity of Labels
Junior, Sylvio Barbon, Ceravolo, Paolo, Damiani, Ernesto, Omori, Nicolas Jashchenko, Tavares, Gabriel Marques
Published in 2020 2nd International Conference on Process Mining (ICPM) (01.10.2020)
Published in 2020 2nd International Conference on Process Mining (ICPM) (01.10.2020)
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Conference Proceeding
Selecting Optimal Trace Clustering Pipelines with AutoML
BarbonJr, Sylvio, Ceravolo, Paolo, Damiani, Ernesto, Tavares, Gabriel Marques
Year of Publication 01.09.2021
Year of Publication 01.09.2021
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Journal Article
Using Meta-learning to Recommend Process Discovery Methods
BarbonJr, Sylvio, Ceravolo, Paolo, Damiani, Ernesto, Tavares, Gabriel Marques
Year of Publication 23.03.2021
Year of Publication 23.03.2021
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Journal Article