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Miguel Araujo
Miguel Araujo
Semasio
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Com2: Fast Automatic Discovery of Temporal (’Comet’) Communities
M Araujo, S Papadimitriou, S Günnemann, C Faloutsos, P Basu, A Swami, ...
PAKDD, 2014
1362014
Short-term real-time traffic prediction methods: A survey
J Barros, M Araujo, RJF Rossetti
2015 International Conference on Models and Technologies for Intelligent …, 2015
1062015
TraSMAPI: An API oriented towards Multi-Agent Systems real-time interaction with multiple Traffic Simulators
IJPM Timóteo, MR Araújo, RJF Rossetti, EC Oliveira
13th International IEEE Conference on Intelligent Transportation Systems …, 2010
412010
Beyond blocks: Hyperbolic community detection
M Araujo, S Günnemann, G Mateos, C Faloutsos
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
382014
Understanding sequential decisions via inverse reinforcement learning
S Liu, M Araujo, E Brunskill, R Rossetti, J Barros, R Krishnan
Mobile Data Management (MDM), 2013 IEEE 14th International Conference on 1 …, 2013
382013
TensorCast: Forecasting with Context Using Coupled Tensors
MR de Araujo, PMP Ribeiro, C Faloutsos
Data Mining (ICDM), 2017 IEEE International Conference on, 71-80, 2017
26*2017
Faststep: Scalable boolean matrix decomposition
M Araujo, P Ribeiro, C Faloutsos
Advances in Knowledge Discovery and Data Mining: 20th Pacific-Asia …, 2016
172016
Tensorcast: Forecasting with context using coupled tensors (best paper award)
MR Araujo, PM Ribeiro, C Faloutsos
162017
Using TraSMAPI for the assessment of multi-agent traffic management solutions
IJPM Timóteo, MR Araújo, RJF Rossetti, EC Oliveira
Progress in Artificial Intelligence, 1-8, 2012
142012
Automatic detection of points of compromise
MR de Araujo, MSB de Almeida, PGSR Bizarro
US Patent App. 10/284,590, 2019
13*2019
Discovery of “comet” communities in temporal and labeled graphs Com^ 2
M Araujo, S Günnemann, S Papadimitriou, C Faloutsos, P Basu, A Swami, ...
Knowledge and Information Systems, 1-21, 2015
132015
Tensorcast: forecasting time-evolving networks with contextual information
M Araújo, P Ribeiro, C Faloutsos
Proceedings of the 27th International Joint Conference on Artificial …, 2018
112018
Semantic-aware feature engineering
PCG Marques, MR de Araújo, BC Laraña, NML Diegues, PCL e Silva, ...
US Patent App. 16/567,761, 2020
102020
TensorCast: forecasting and mining with coupled tensors
M Araujo, P Ribeiro, HA Song, C Faloutsos
Knowledge and Information Systems 59, 497-522, 2019
102019
Breachradar: Automatic detection of points-of-compromise
M Araujo, M Almeida, J Ferreira, L Silva, P Bizarro
Proceedings of the 2017 SIAM International Conference on Data Mining, 561-569, 2017
72017
Distributed Community Detection on Edge-labeled Graphs using Spark
SC Hung, M Araujo, C Faloutsos
12th International Workshop on Mining and Learning with Graphs, 2016
62016
Automatic detection of points of compromise
MR de Araujo, MSB de Almeida, PGSR Bizarro
US Patent 10,284,590, 2019
42019
Understanding behavior via inverse reinforcement learning
MR Araújo
42013
Communities and Anomaly Detection in Large Edge-Labeled Graphs
M Araujo
32017
Automatic detection of points of compromise
MR de Araujo, MSB de Almeida, PGSR Bizarro
US Patent 10,749,892, 2020
22020
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