George G. Cabral

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 5

Top Topics

Learning Models

Software Defect Prediction

Top Venues

Empir. Softw. Eng.

Publications

George G. Cabral, Leandro L. Minku, Adriano L. I. Oliveira, Dinaldo A. Pessoa, Sadia Tabassum
An investigation of online and offline learning models for online Just-in-Time Software Defect Prediction. Empir. Softw. Eng. 28 (5) (2023)
George G. Cabral, Leandro L. Minku
Towards Reliable Online Just-in-Time Software Defect Prediction. IEEE Trans. Software Eng. 49 (3) (2023)
Sadia Tabassum, Leandro L. Minku, Danyi Feng, George G. Cabral, Liyan Song
An investigation of cross-project learning in online just-in-time software defect prediction. ICSE (2020)
George G. Cabral, Leandro L. Minku, Emad Shihab, Suhaib Mujahid
Class imbalance evolution and verification latency in just-in-time software defect prediction. ICSE (2019)
Gustavo H. F. M. Oliveira, Rodolfo C. Cavalcante, George G. Cabral, Leandro L. Minku, Adriano L. I. Oliveira
Time Series Forecasting in the Presence of Concept Drift: A PSO-based Approach. ICTAI (2017)
George G. Cabral, Adriano L. I. Oliveira
One-Class Classification based on searching for the problem features limits. Expert Syst. Appl. 41 (16) (2014)
Thiago Tavares, Adriano L. I. Oliveira, George G. Cabral, Sandra da Silva Mattos, Renata Grigorio
Preprocessing unbalanced data using weighted support vector machines for prediction of heart disease in children. IJCNN (2013)
George G. Cabral, Adriano L. I. Oliveira
One-Class Classification through Optimized Feature Boundaries Detection and Prototype Reduction. ICANN (1) (2012)
Gilles Paiva M. de Farias, Adriano L. I. de Oliveira, George G. Cabral
Extreme Learning Machines for Intrusion Detection Systems. ICONIP (4) (2012)
George G. Cabral, Adriano L. I. Oliveira
A hybrid method for novelty detection in time series based on states transitions and swarm intelligence. IJCNN (2010)
George G. Cabral, Adriano L. I. Oliveira, Carlos B. G. Cahu
Combining nearest neighbor data description and structural risk minimization for one-class classification. Neural Comput. Appl. 18 (2) (2009)
George G. Cabral, Adriano L. I. Oliveira
A Comparative Analysis of One-class Structural Risk Minimization by Support Vector Machines and Nearest Neighbor Rule. IFIP AI (2008)
Robson D. Montenegro, Adriano L. I. Oliveira, George G. Cabral, Cintia R. T. Katz, Aronita Rosenblatt
A Comparative Study of Machine Learning Techniques for Caries Prediction. ICTAI (2) (2008)
George G. Cabral, Adriano L. I. Oliveira, Carlos B. G. Cahu
A Novel Method for One-Class Classification Based on the Nearest Neighbor Data Description and Structural Risk Minimization. IJCNN (2007)