Gabriel Marques Tavares

41 papers A 3B 4C 1Journal 15Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
DCMatchBoosted - improving deep clustering by architecture recommendation.
Int. J. Data Sci. Anal.
Mamdouh Aljoud, Gabriel Marques Tavares, Collin Leiber, Thomas Seidl
2025 — conf
DCMatch - Identify Matching Architectures in Deep Clustering Through Meta-learning.
PAKDD (1)
Mamdouh Aljoud, Gabriel Marques Tavares, Collin Leiber, Thomas Seidl
2025 B conf
TPOT-Clustering.
IJCNN
Matheus Camilo da Silva, Gabriel Marques Tavares, Sylvio Barbon
2025 J jnl
Towards Explainable Deep Clustering for Time Series Data.
CoRR
Udo Schlegel, Gabriel Marques Tavares, Thomas Seidl
2025 C conf
Towards Trace Variant Explainability.
ADBIS
Iuliana Malina Grigore, Gabriel Marques Tavares, Vincenzo Pasquadibisceglie, Thomas Seidl, Sylvio Barbon Junior
2024 J jnl
ALPBench: A Benchmark for Active Learning Pipelines on Tabular Data.
CoRR
Valentin Margraf, Marcel Wever, Sandra Gilhuber, Gabriel Marques Tavares, Thomas Seidl, Eyke Hüllermeier
2024 J jnl
Automated Trace Clustering Pipeline Synthesis in Process Mining.
Inf.
Iuliana Malina Grigore, Gabriel Marques Tavares, Matheus Camilo da Silva, Paolo Ceravolo, Sylvio Barbon Junior
2024 — conf
Beyond Flattening: Detecting Concurrency Anomalies Using K-NN Graph-Based Modeling in Object-Centric Event Logs.
DataMod
Iuliana Malina Grigore, Gabriel Marques Tavares, Sylvio Barbon Junior
2024 — conf
CC-HIT: Creating Counterfactuals from High-Impact Transitions.
ICPM Workshops
Zhicong Xian, Ludwig Zellner, Gabriel Marques Tavares, Thomas Seidl
2024 A conf
CoSMo: A Framework to Instantiate Conditioned Process Simulation Models.
BPM
Rafael Seidi Oyamada, Gabriel Marques Tavares, Sylvio Barbon Junior, Paolo Ceravolo
2024 — conf
Decision Predicate Graphs: Enhancing Interpretability in Tree Ensembles.
xAI (2)
Leonardo Arrighi, Luca Pennella, Gabriel Marques Tavares, Sylvio Barbon Junior
2024 J jnl
Decision Predicate Graphs: Enhancing Interpretability in Tree Ensembles.
CoRR
Leonardo Arrighi, Luca Pennella, Gabriel Marques Tavares, Sylvio Barbon Junior
2024 A conf
Enhancing Predictive Process Monitoring with Time-Related Feature Engineering.
CAiSE
Rafael Seidi Oyamada, Gabriel Marques Tavares, Sylvio Barbon Junior, Paolo Ceravolo
2024 A conf
GEDI: Generating Event Data with Intentional Features for Benchmarking Process Mining.
BPM
Andrea Maldonado, Christian M. M. Frey, Gabriel Marques Tavares, Nikolina Rehwald, Thomas Seidl
2024 J jnl
Problem-oriented AutoML in Clustering.
CoRR
Matheus Camilo da Silva, Gabriel Marques Tavares, Eric Medvet, Sylvio Barbon Junior
2023 — conf
A Scikit-learn Extension Dedicated to Process Mining Purposes.
CoopIS (Demos)
Rafael Seidi Oyamada, Gabriel Marques Tavares, Sylvio Barbon Junior, Paolo Ceravolo
2023 — conf
FEEED: Feature Extraction from Event Data.
ICPM Doctoral Consortium / Demo
Andrea Maldonado, Gabriel Marques Tavares, Rafael Seidi Oyamada, Paolo Ceravolo, Thomas Seidl
2023 J jnl
Matching business process behavior with encoding techniques via meta-learning: An anomaly detection study.
Comput. Sci. Inf. Syst.
Gabriel Marques Tavares, Sylvio Barbon Junior
2022 B conf
Automating Process Discovery Through Meta-learning.
CoopIS
Gabriel Marques Tavares, Sylvio Barbon Junior, Ernesto Damiani
2022 J jnl
Evaluation Goals for Online Process Mining: A Concept Drift Perspective.
IEEE Trans. Serv. Comput.
Paolo Ceravolo, Gabriel Marques Tavares, Sylvio Barbon Junior, Ernesto Damiani
2022 B conf
Evaluation Goals for Online Process Mining: a Concept Drift Perspective.
SERVICES
Paolo Ceravolo, Gabriel Marques Tavares, Sylvio Barbon Junior, Ernesto Damiani
2022 — conf
Selecting Optimal Trace Clustering Pipelines with Meta-learning.
BRACIS (1)
Gabriel Marques Tavares, Sylvio Barbon Junior, Ernesto Damiani, Paolo Ceravolo
2021 — ch.
Advances in Data Management in the Big Data Era.
IFIP's Exciting First 60+ Years
Antonia Azzini, Sylvio Barbon Jr., Valerio Bellandi, Tiziana Catarci, Paolo Ceravolo, Philippe Cudré-Mauroux, Samira Maghool, Jaroslav Pokorný, Monica Scannapieco, Florence Sèdes, Gabriel Marques Tavares, Robert Wrembel
2021 — conf
Automating the Design of Process Mining Pipelines through Meta-Learning (Extended Abstract).
ICPM Doctoral Consortium / Demo
Gabriel Marques Tavares
2021 — conf
Process Mining Encoding via Meta-learning for an Enhanced Anomaly Detection.
ADBIS (Short Papers)
Gabriel Marques Tavares, Sylvio Barbon Junior
2021 J jnl
Selecting Optimal Trace Clustering Pipelines with AutoML.
CoRR
Sylvio Barbon Jr., Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares
2021 J jnl
Using Meta-learning to Recommend Process Discovery Methods.
CoRR
Sylvio Barbon Jr., Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares
2020 J jnl
A Multi-label Classification System to Distinguish among Fake, Satirical, Objective and Legitimate News in Brazilian Portuguese.
Braz. J. Inf. Syst.
Janaína Ignácio de Morais, Hugo Queiroz Abonizio, Gabriel Marques Tavares, André Azevedo da Fonseca, Sylvio Barbon Jr.
2020 — conf
Analysis of Language Inspired Trace Representation for Anomaly Detection.
ADBIS/TPDL/EDA Workshops
Gabriel Marques Tavares, Sylvio Barbon
2020 B conf
Anomaly Detection on Event Logs with a Scarcity of Labels.
ICPM
Sylvio Barbon Junior, Paolo Ceravolo, Ernesto Damiani, Nicolas Jashchenko Omori, Gabriel Marques Tavares
2020 J jnl
Comparing Concept Drift Detection with Process Mining Software.
Braz. J. Inf. Syst.
Nicolas Jashchenko Omori, Gabriel Marques Tavares, Paolo Ceravolo, Sylvio Barbon Jr.
2020 — conf
Evaluating Trace Encoding Methods in Process Mining.
DataMod@CIKM
Sylvio Barbon Junior, Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares
2020 J jnl
Language-Independent Fake News Detection: English, Portuguese, and Spanish Mutual Features.
Future Internet
Hugo Queiroz Abonizio, Janaína Ignácio de Morais, Gabriel Marques Tavares, Sylvio Barbon Junior
2020 — conf
The CDESF Toolkit: An Introduction.
ICPM Doctoral Consortium / Tools
Davide Mora, Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares
2019 — conf
Comparing Concept Drift Detection with Process Mining Tools.
SBSI
Nicolas Jashchenko Omori, Gabriel Marques Tavares, Paolo Ceravolo, Sylvio Barbon Jr.
2019 — conf
Deciding among Fake, Satirical, Objective and Legitimate news: A multi-label classification system.
SBSI
Janaína Ignácio de Morais, Hugo Queiroz Abonizio, Gabriel Marques Tavares, André Azevedo da Fonseca, Sylvio Barbon Jr.
2019 J jnl
Leveraging Anomaly Detection in Business Process with Data Stream Mining.
Braz. J. Inf. Syst.
Gabriel Marques Tavares, Victor Guilherme Turrisi da Costa, Vinicius Eiji Martins, Paolo Ceravolo, Sylvio Barbon Jr.
2019 — conf
Overlapping Analytic Stages in Online Process Mining.
SCC
Gabriel Marques Tavares, Paolo Ceravolo, Victor G. Turrisi da Costa, Ernesto Damiani, Sylvio Barbon Junior
2018 — conf
A Framework for Human-in-the-loop Monitoring of Concept-drift Detection in Event Log Stream.
WWW (Companion Volume)
Sylvio Barbon Junior, Gabriel Marques Tavares, Victor G. Turrisi da Costa, Paolo Ceravolo, Ernesto Damiani
2018 — conf
Anomaly Detection in Business Process based on Data Stream Mining.
SBSI
Gabriel Marques Tavares, Victor G. Turrisi da Costa, Vinicius Eiji Martins, Paolo Ceravolo, Sylvio Barbon Junior
2017 J jnl
Artificial and Natural Topic Detection in Online Social Networks.
Braz. J. Inf. Syst.
Sylvio Barbon Jr., Gabriel Marques Tavares, Guilherme Sakaji Kido