Michael J. Siers

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 4

Top Topics

Sampling Methods

Class Imbalance

Decision Forest

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Michael J. Siers, Md Zahidul Islam
Class Imbalance and Cost-Sensitive Decision Trees: A Unified Survey Based on a Core Similarity. ACM Trans. Knowl. Discov. Data 15 (1) (2021)
Michael J. Siers, Md Zahidul Islam
Novel algorithms for cost-sensitive classification and knowledge discovery in class imbalanced datasets with an application to NASA software defects. Inf. Sci. 459 (2018)
Michael J. Siers, Md Zahidul Islam
RBClust: High quality class-specific clustering using rule-based classification. ESANN (2016)
Michael J. Siers, Md Zahidul Islam
Addressing Class Imbalance and Cost Sensitivity in Software Defect Prediction by Combining Domain Costs and Balancing Costs. ADMA (2016)
Michael J. Siers, Md Zahidul Islam
Software defect prediction using a cost sensitive decision forest and voting, and a potential solution to the class imbalance problem. Inf. Syst. 51 (2015)
Michael J. Siers, Md Zahidul Islam
Standoff-Balancing: A Novel Class Imbalance Treatment Method Inspired by Military Strategy. Australasian Conference on Artificial Intelligence (2015)
Michael J. Siers, Md Zahidul Islam
Cost Sensitive Decision Forest and Voting for Software Defect Prediction. PRICAI (2014)