| Com2: Fast Automatic Discovery of Temporal (’Comet’) Communities M Araujo, S Papadimitriou, S Günnemann, C Faloutsos, P Basu, A Swami, ... PAKDD, 2014 | 137 | 2014 |
| 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 | 125 | 2015 |
| 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 | 44 | 2010 |
| 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 | 41 | 2013 |
| Beyond blocks: Hyperbolic community detection M Araujo, S Günnemann, G Mateos, C Faloutsos Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014 | 39 | 2014 |
| 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 | 28* | 2017 |
| Adaptive threshold estimation for streaming data MOP Sampaio, FHSC Pinto, PGSR Bizarro, PCL e Silva, AMC Ruela, ... US Patent 11,477,220, 2022 | 20 | 2022 |
| Tensorcast: Forecasting with context using coupled tensors (best paper award) MR Araujo, PM Ribeiro, C Faloutsos | 17 | 2017 |
| Faststep: Scalable boolean matrix decomposition M Araujo, P Ribeiro, C Faloutsos Advances in Knowledge Discovery and Data Mining: 20th Pacific-Asia …, 2016 | 17 | 2016 |
| 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 | 16 | 2012 |
| Tensorcast: forecasting time-evolving networks with contextual information M Araújo, P Ribeiro, C Faloutsos Proceedings of the 27th International Joint Conference on Artificial …, 2018 | 14 | 2018 |
| 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 | 13 | 2015 |
| TensorCast: forecasting and mining with coupled tensors M Araujo, P Ribeiro, HA Song, C Faloutsos Knowledge and Information Systems 59, 497-522, 2019 | 11 | 2019 |
| Automatic detection of points of compromise MR de Araujo, MSB de Almeida, PGSR Bizarro US Patent 10,284,590, 2019 | 10 | 2019 |
| 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 | 6 | 2017 |
| 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 | 6 | 2016 |
| Understanding behavior via inverse reinforcement learning MR Araújo | 4 | 2013 |
| Communities and Anomaly Detection in Large Edge-Labeled Graphs M Araujo | 3 | 2017 |
| Automatic detection of points of compromise MR de Araujo, MSB de Almeida, PGSR Bizarro US Patent 10,749,892, 2020 | 2 | 2020 |
Christos FaloutsosCMUVerified email at cs.cmu.edu
