Carlos H. C. Teixeira

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Wagner Meira, Jr.Professor of Computer Science, Universidade Federal de Minas Gerais, BrazilVerified email at dcc.ufmg.br
Srinivasan ParthasarathyProfessor of Computer Science and Engineering, The Ohio State UniversityVerified email at cse.ohio-state.edu
Vinícius DiasDepartamento de Ciência da Computação, Universidade Federal de Lavras (UFLA)Verified email at ufla.br
Mohammed J. ZakiProfessor & Head, Computer Science Department, RPIVerified email at cs.rpi.edu
Ashraf AboulnagaUniversity of Texas at ArlingtonVerified email at uta.edu
Georgos SiganosSenior Scientist, Qatar Computing Research InstituteVerified email at qf.org.qa
Marco SerafiniAssistant professor at University of Massachusetts AmherstVerified email at cs.umass.edu
Alexandre FonsecaDatadogVerified email at datadoghq.com
Dorgival GuedesAssociate Professor, Universidade Federal de Minas GeraisVerified email at dcc.ufmg.br
Bruno RibeiroAssociate Professor of Computer Science at Purdue UniversityVerified email at cs.purdue.edu
Martin EsterDistinguished Professor of Computer Science, Simon Fraser UniversityVerified email at cs.sfu.ca
Arlei SilvaRice UniversityVerified email at rice.edu
Gianmarco De Francisci MoralesPrincipal Researcher, CENTAIVerified email at acm.org
Eslam HusseinComputer Science - Virginia Tech, Cairo UniversityVerified email at vt.edu
Ghadeer AbuodaYork UniversityVerified email at yorku.ca
Abdurrahman GhanemSenior Software Engineer, YelpVerified email at yelp.com
Mayank KakodkarPurdue UniversityVerified email at purdue.edu

Carlos H. C. Teixeira

PhD, Universidade Federal de Minas Gerais

Verified email at dcc.ufmg.br - Homepage

Data mining Machine Learning Distributed systems


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Arabesque: a system for distributed graph mining CHC Teixeira, AJ Fonseca, M Serafini, G Siganos, MJ Zaki, A Aboulnaga Proceedings of the 25th Symposium on Operating Systems Principles, 425-440, 2015	294	2015
Distance-based outlier detection: consolidation and renewed bearing GH Orair, CHC Teixeira, W Meira Jr, Y Wang, S Parthasarathy Proceedings of the VLDB Endowment 3 (1-2), 1469-1480, 2010	149	2010
Fractal: A general-purpose graph pattern mining system V Dias, CHC Teixeira, D Guedes, W Meira, S Parthasarathy Proceedings of the 2019 International Conference on Management of Data, 1357 …, 2019	124	2019
Provider-consumer anomaly detection for healthcare systems LFM Carvalho, CHC Teixeira, W Meira, M Ester, O Carvalho, MH Brandao 2017 IEEE International Conference on Healthcare Informatics (ICHI), 229-238, 2017	43*	2017
Min-hash fingerprints for graph kernels: A trade-off among accuracy, efficiency, and compression CHC Teixeira, A Silva, W Meira Jr Journal of Information and Data Management 3 (3), 227-227, 2012	25	2012
Unsupervised joint k-node graph representations with compositional energy-based models L Cotta, C HC Teixeira, A Swami, B Ribeiro Advances in Neural Information Processing Systems 33, 17536-17547, 2020	14	2020
Graph pattern mining and learning through user-defined relations CHC Teixeira, L Cotta, B Ribeiro, W Meira 2018 IEEE International Conference on Data Mining (ICDM), 1266-1271, 2018	10	2018
An efficient algorithm for outlier detection in high dimensional real databases CHC Teixeira, GH Orair, W Meira Jr, S Parthasarathy Technical report, University of Minas Gerais, 2008	9	2008
Graph data mining with arabesque E Hussein, A Ghanem, V Vitor dos Santos Dias, CHC Teixeira, G AbuOda, ... Proceedings of the 2017 ACM International Conference on Management of Data …, 2017	5	2017
Efficient strategies for graph pattern mining algorithms on gpus S Ferraz, V Dias, CHC Teixeira, G Teodoro, W Meira 2022 IEEE 34th International Symposium on Computer Architecture and High …, 2022	4	2022
Sequential stratified regeneration: MCMC for large state spaces with an application to subgraph count estimation CHC Teixeira, M Kakodkar, V Dias, W Meira Jr, B Ribeiro Data Mining and Knowledge Discovery 36 (1), 414-447, 2022	4	2022
DuMato: An efficient warp-centric subgraph enumeration system for GPU S Ferraz, V Dias, CHC Teixeira, S Parthasarathy, G Teodoro, W Meira Jr Journal of Parallel and Distributed Computing 191, 104903, 2024	2	2024
Graph Pattern Mining Paradigms: Consolidation and Renewed Bearing V Dias, S Ferraz, A Vadlamani, M Erfanian, CHC Teixeira, D Guedes, ... 2023 IEEE 30th International Conference on High Performance Computing, Data …, 2023		2023
Fast Distance-based Outlier Detection using GPUs F Mussel, C Teixeira, W Meira Jr Anais do XXXIV Concurso de Trabalhos de Iniciação Científica da SBC, 41-50, 2015		2015
Um Algoritmo Eficiente para Detecçao de Exceçoes em Bases Reais de Alta Dimensionalidade C Teixeira, G Orair, W Meira Jr		2008

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