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Eduardo H. M. Pena
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Anomaly detection using forecasting methods arima and hwds
EHM Pena, MVO de Assis, ML Proença
2013 32nd international conference of the chilean computer science society …, 2013
952013
Discovery of approximate (and exact) denial constraints
EHM Pena, EC De Almeida, F Naumann
Proceedings of the VLDB Endowment 13 (3), 266-278, 2019
902019
Anomaly detection using the correlational paraconsistent machine with digital signatures of network segment
EHM Pena, LF Carvalho, S Barbon Jr, JJPC Rodrigues, ML Proença Jr
Information Sciences 420, 313-328, 2017
402017
Anomaly detection using digital signature of network segment with adaptive ARIMA model and Paraconsistent Logic
EHM Pena, S Barbon, JJPC Rodrigues, ML Proença
2014 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2014
402014
Introducción a la modelación ecológica
J Mancera, E Peña, R Giraldo, A Santos
Principios y aplicaciones. Universidad Nacional de Colombia-Universidad del …, 2003
242003
Discovering similarity inclusion dependencies
Y Kaminsky, EHM Pena, F Naumann
Proceedings of the ACM on Management of Data 1 (1), 1-24, 2023
192023
Fast detection of denial constraint violations
EHM Pena, EC de Almeida, F Naumann
Proceedings of the VLDB Endowment 15 (4), 859-871, 2021
182021
BFASTDC: A bitwise algorithm for mining denial constraints
EHM Pena, EC de Almeida
International Conference on Database and Expert Systems Applications, 53-68, 2018
182018
Fast algorithms for denial constraint discovery
EHM Pena, F Porto, F Naumann
Proceedings of the VLDB Endowment 16 (4), 684-696, 2022
122022
Efficient detection of data dependency violations
EHM Pena, ER Lucas Filho, EC de Almeida, F Naumann
Proceedings of the 29th ACM International Conference on Information …, 2020
122020
Correlational paraconsistent machine for anomaly detection
EHM Pena, LF Carvalho, S Barbon, JJPC Rodrigues, ML Proença
2014 IEEE global communications conference, 551-556, 2014
82014
Mind your dependencies for semantic query optimization
E Pena, EHM Pena, E Falk, JA Meira, EC de Almeida
Journal of Information and Data Management 9 (1), 3-3, 2018
72018
Statistical, forecasting and metaheuristic techniques for network anomaly detection
G Fernandes, EHM Pena, LF Carvalho, JJPC Rodrigues, ML Proença Jr
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 701-707, 2015
72015
A framework for analyzing the impact of missing data in predictive models
F Santore, EC Almeida, WH Bonat, EHM Pena, LES de Oliveira
Proceedings of the 29th ACM International Conference on Information …, 2020
62020
Zonal statistics datasets of climate indicators for Brazilian municipalities
R Saldanha, R Akbarinia, M Pedroso, V Ribeiro, C Cardoso, EHM Pena, ...
Environmental Data Science 3, e2, 2024
42024
Subset modelling: A domain partitioning strategy for data-efficient machine-learning
V Ribeiro, EHM Pena, R Saldanha, R Akbarinia, P Valduriez, FA Khan, ...
Simpósio Brasileiro de Banco de Dados (SBBD), 318-323, 2023
32023
Enhancing Biomedical Schema Matching with LLM-based Training Data Generation
Y Liu, A Santos, EHM Pena, R Lopez, E Wu, J Freire
NeurIPS 2024 Third Table Representation Learning Workshop, 2024
22024
Short Paper: Descoberta automática de restrições de negação confiáveis
EHM Pena, EC de Almeida
Simpósio Brasileiro de Banco de Dados (SBBD), 187-192, 2019
22019
Workload-Aware Discovery of Integrity Constraints for Data Cleaning.
E Peña
PhD@ VLDB, 2018
22018
Network anomaly detection by IP flow graph analysis: A DDoS attack case study
AA Amaral, LS Mendes, EHM Pena, BB Zarpelão, ML Proença
2013 32nd International Conference of the Chilean Computer Science Society …, 2013
22013
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