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Gabriel Marques Tavares
Gabriel Marques Tavares
Postdoctoral Researcher, LMU Munich
Verified email at dbs.ifi.lmu.de
Title
Cited by
Cited by
Year
Language-independent fake news detection: English, Portuguese, and Spanish mutual features
HQ Abonizio, JI De Morais, GM Tavares, S Barbon Junior
Future Internet 12 (5), 87, 2020
79*2020
Evaluation goals for online process mining: a concept drift perspective
P Ceravolo, GM Tavares, SB Junior, E Damiani
IEEE Transactions on Services Computing 15 (4), 2473-2489, 2020
472020
Detection of human, legitimate bot, and malicious bot in online social networks based on wavelets
SB Jr, GFC Campos, GM Tavares, RA Igawa, MLP Jr, RC Guido
ACM Transactions on Multimedia Computing, Communications, and Applications …, 2018
412018
A framework for human-in-the-loop monitoring of concept-drift detection in event log stream
S Barbon Junior, GM Tavares, VGT da Costa, P Ceravolo, E Damiani
Companion proceedings of the the web conference 2018, 319-326, 2018
372018
Evaluating trace encoding methods in process mining
S Barbon Junior, P Ceravolo, E Damiani, G Marques Tavares
International Symposium: From Data to Models and Back, 174-189, 2020
322020
Overlapping analytic stages in online process mining
GM Tavares, P Ceravolo, VGT Da Costa, E Damiani, SB Junior
2019 IEEE International Conference on Services Computing (SCC), 167-175, 2019
292019
Anomaly detection on event logs with a scarcity of labels
SB Junior, P Ceravolo, E Damiani, NJ Omori, GM Tavares
2020 2nd International Conference on Process Mining (ICPM), 161-168, 2020
202020
Analysis of language inspired trace representation for anomaly detection
GM Tavares, S Barbon Jr
International Conference on Theory and Practice of Digital Libraries, 296-308, 2020
192020
Deciding among fake, satirical, objective and legitimate news: A multi-label classification system
JI de Morais, HQ Abonizio, GM Tavares, AA da Fonseca, S Barbon Jr
Proceedings of the XV Brazilian Symposium on Information Systems, 1-8, 2019
192019
Process mining encoding via meta-learning for an enhanced anomaly detection
GM Tavares, SB Junior
European Conference on Advances in Databases and Information Systems, 157-168, 2021
172021
User classification on online social networks by post frequency
G Tavares, S Mastelini
Anais do XIII Simpósio Brasileiro de Sistemas de Informação, 464-471, 2017
142017
Anomaly detection in business process based on data stream mining
GM Tavares, VGT da Costa, VE Martins, P Ceravolo, S Barbon Jr
Proceedings of the XIV Brazilian symposium on information systems, 1-8, 2018
132018
Automating process discovery through meta-learning
GM Tavares, SB Junior, E Damiani
International Conference on Cooperative Information Systems, 205-222, 2022
12*2022
Selecting optimal trace clustering pipelines with meta-learning
GM Tavares, S Barbon Junior, E Damiani, P Ceravolo
Brazilian Conference on Intelligent Systems, 150-164, 2022
112022
Advances in data management in the big data era
A Azzini, S Barbon Jr, V Bellandi, T Catarci, P Ceravolo, ...
Advancing Research in Information and Communication Technology: IFIP's …, 2021
102021
Comparing concept drift detection with process mining tools
NJ Omori, GM Tavares, P Ceravolo, S Barbon Jr
Proceedings of the XV Brazilian Symposium on Information Systems, 1-8, 2019
92019
Trace encoding in process mining: A survey and benchmarking
GM Tavares, RS Oyamada, SB Junior, P Ceravolo
Engineering Applications of Artificial Intelligence 126, 107028, 2023
8*2023
On the use of online clustering for anomaly detection in trace streams
R Vertuam Neto, G Tavares, P Ceravolo, S Barbon
XVII brazilian symposium on information systems, 1-8, 2021
72021
The CDESF toolkit: An introduction
D Mora, P Ceravolo, E Damiani, G Marques Tavares
CEUR WORKSHOP PROCEEDINGS 2703, 47-50, 2020
72020
Comparing concept drift detection with process mining software
NJ Omori, GM Tavares, P Ceravolo, S Barbon Jr
iSys-Brazilian Journal of Information Systems 13 (4), 101-125, 2020
62020
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