Eduardo H. M. Pena

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Anomaly Detection

Inclusion Dependencies

Constraint Violations

Top Venues

Proc. VLDB Endow.

Proc. ACM Manag. Data

Publications

Eduardo H. M. Pena, Fábio Porto, Felix Naumann
Discovering Denial Constraints in Dynamic Datasets. ICDE (2024)
Raphael de Freitas Saldanha, Víctor Ribeiro, Eduardo H. M. Pena, Marcel Pedroso, Reza Akbarinia, Patrick Valduriez, Fábio Porto
Subset Models for Multivariate Time Series Forecast. ICDEW (2024)
Leonardo F. Luciano, Wendel C. Moro, Eduardo C. de Almeida, Eduardo H. M. Pena
Projeção Eficiente de Violações de Restrições de Negação. SBBD (2023)
Vítor Ribeiro, Eduardo H. M. Pena, Raphael de Freitas Saldanha, Reza Akbarinia, Patrick Valduriez, Falaah Arif Khan, Julia Stoyanovich, Fábio Porto
Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning. SBBD (2023)
William G. R. Medina, Eduardo H. M. Pena, Daniel S. Kaster
Avaliação Experimental de Detectores de Erros em Conjuntos de Dados Relacionais. SBBD (2023)
Youri Kaminsky, Eduardo H. M. Pena, Felix Naumann
Discovering Similarity Inclusion Dependencies. Proc. ACM Manag. Data 1 (1) (2023)
Eduardo H. M. Pena, Fábio Porto, Felix Naumann
Fast Algorithms for Denial Constraint Discovery. Proc. VLDB Endow. 16 (4) (2022)
Eduardo H. M. Pena, Eduardo Cunha de Almeida, Felix Naumann
Fast Detection of Denial Constraint Violations. Proc. VLDB Endow. 15 (4) (2021)
Eduardo H. M. Pena, Edson Ramiro Lucas Filho, Eduardo C. de Almeida, Felix Naumann
Efficient Detection of Data Dependency Violations. CIKM (2020)
Fabiola Santore, Eduardo C. de Almeida, Wagner Hugo Bonat, Eduardo H. M. Pena, Luiz Eduardo Soares de Oliveira
A Framework for Analyzing the Impact of Missing Data in Predictive Models. CIKM (2020)
Eduardo H. M. Pena, Eduardo C. de Almeida, Felix Naumann
Discovery of Approximate (and Exact) Denial Constraints. Proc. VLDB Endow. 13 (3) (2019)
Eduardo H. M. Pena, Erik Falk, Jorge Augusto Meira, Eduardo Cunha de Almeida
Mind Your Dependencies for Semantic Query Optimization. J. Inf. Data Manag. 9 (1) (2018)
Eduardo H. M. Pena, Eduardo Cunha de Almeida
BFASTDC: A Bitwise Algorithm for Mining Denial Constraints. DEXA (1) (2018)
Eduardo H. M. Pena, Luiz Fernando Carvalho, Sylvio Barbon Junior, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
Anomaly detection using the correlational paraconsistent machine with digital signatures of network segment. Inf. Sci. 420 (2017)
Gilberto Fernandes, Eduardo H. M. Pena, Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
Statistical, forecasting and metaheuristic techniques for network anomaly detection. SAC (2015)
Eduardo H. M. Pena, Luiz Fernando Carvalho, Sylvio Barbon, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
Correlational paraconsistent machine for anomaly detection. GLOBECOM (2014)
Eduardo H. M. Pena, Sylvio Barbon, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
Anomaly detection using digital signature of network segment with adaptive ARIMA model and Paraconsistent Logic. ISCC (2014)
Eduardo H. M. Pena, Marcos V. O. de Assis, Mario Lemes Proença Jr.
Anomaly Detection Using Forecasting Methods ARIMA and HWDS. SCCC (2013)
Alexandre Aguiar Amaral, Leonardo de Souza Mendes, Eduardo H. M. Pena, Bruno Bogaz Zarpelão, Mario Lemes Proença Jr.
Network Anomaly Detection by IP Flow Graph Analysis: A DDoS Attack Case Study. SCCC (2013)