Gabriel Marques Tavares
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
10
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ADBIS | Towards Trace Variant Explainability. | Iuliana Malina Grigore, Gabriel Marques Tavares, Vincenzo Pasquadibisceglie, Thomas Seidl, Sylvio Barbon Junior |
| 2025 | BPM | Revealing Trace Variant Shift via Multi-dimensional Profiling and Community-Aware Graph Modeling. | Iuliana Malina Grigore, Gabriel Marques Tavares, Vincenzo Pasquadibisceglie, Sylvio Barbon Junior |
| 2025 | IJCNN | TPOT-Clustering. | Matheus Camilo da Silva, Gabriel Marques Tavares, Sylvio Barbon |
| 2025 | PAKDD | DCMatch - Identify Matching Architectures in Deep Clustering Through Meta-learning. | Mamdouh Aljoud, Gabriel Marques Tavares, Collin Leiber, Thomas Seidl |
| 2024 | BPM | GEDI: Generating Event Data with Intentional Features for Benchmarking Process Mining. | Andrea Maldonado, Christian M. M. Frey, Gabriel Marques Tavares, Nikolina Rehwald, Thomas Seidl |
| 2024 | BPM | CoSMo: A Framework to Instantiate Conditioned Process Simulation Models. | Rafael Seidi Oyamada, Gabriel Marques Tavares, Sylvio Barbon Junior, Paolo Ceravolo |
| 2024 | CaiSE | Enhancing Predictive Process Monitoring with Time-Related Feature Engineering. | Rafael Seidi Oyamada, Gabriel Marques Tavares, Sylvio Barbon Junior, Paolo Ceravolo |
| 2024 | ICPM | CC-HIT: Creating Counterfactuals from High-Impact Transitions. | Zhicong Xian, Ludwig Zellner, Gabriel Marques Tavares, Thomas Seidl |
| 2023 | CoopIS | A Scikit-learn Extension Dedicated to Process Mining Purposes. | Rafael Seidi Oyamada, Gabriel Marques Tavares, Sylvio Barbon Junior, Paolo Ceravolo |
| 2023 | ICPM | FEEED: Feature Extraction from Event Data. | Andrea Maldonado, Gabriel Marques Tavares, Rafael Seidi Oyamada, Paolo Ceravolo, Thomas Seidl |
| 2022 | CoopIS | Automating Process Discovery Through Meta-learning. | Gabriel Marques Tavares, Sylvio Barbon Junior, Ernesto Damiani |
| 2022 | SERVICES | Evaluation Goals for Online Process Mining: a Concept Drift Perspective. | Paolo Ceravolo, Gabriel Marques Tavares, Sylvio Barbon Junior, Ernesto Damiani |
| 2021 | ADBIS | Process Mining Encoding via Meta-learning for an Enhanced Anomaly Detection. | Gabriel Marques Tavares, Sylvio Barbon Junior |
| 2021 | ICPM | Automating the Design of Process Mining Pipelines through Meta-Learning (Extended Abstract). | Gabriel Marques Tavares |
| 2020 | ADBIS | Analysis of Language Inspired Trace Representation for Anomaly Detection. | Gabriel Marques Tavares, Sylvio Barbon |
| 2020 | CIKM | Evaluating Trace Encoding Methods in Process Mining. | Sylvio Barbon Junior, Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares |
| 2020 | ICPM | Anomaly Detection on Event Logs with a Scarcity of Labels. | Sylvio Barbon Junior, Paolo Ceravolo, Ernesto Damiani, Nicolas Jashchenko Omori, Gabriel Marques Tavares |
| 2020 | ICPM | The CDESF Toolkit: An Introduction. | Davide Mora, Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares |
| 2018 | WWW | A Framework for Human-in-the-loop Monitoring of Concept-drift Detection in Event Log Stream. | Sylvio Barbon Junior, Gabriel Marques Tavares, Victor G. Turrisi da Costa, Paolo Ceravolo, Ernesto Damiani |