Michael J. Siers

According to our database, Michael J. Siers authored at least 7 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Class Imbalance and Cost-Sensitive Decision Trees: A Unified Survey Based on a Core Similarity.

Michael J. Siers, Md Zahidul Islam

ACM Trans. Knowl. Discov. Data, 2021

2018

Novel algorithms for cost-sensitive classification and knowledge discovery in class imbalanced datasets with an application to NASA software defects.

Michael J. Siers, Md Zahidul Islam

Inf. Sci., 2018

2016

RBClust: High quality class-specific clustering using rule-based classification.

Michael J. Siers, Md Zahidul Islam

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Addressing Class Imbalance and Cost Sensitivity in Software Defect Prediction by Combining Domain Costs and Balancing Costs.

Michael J. Siers, Md Zahidul Islam

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015

Software defect prediction using a cost sensitive decision forest and voting, and a potential solution to the class imbalance problem.

Michael J. Siers, Md Zahidul Islam

Inf. Syst., 2015

Standoff-Balancing: A Novel Class Imbalance Treatment Method Inspired by Military Strategy.

Michael J. Siers, Md Zahidul Islam

Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

2014

Cost Sensitive Decision Forest and Voting for Software Defect Prediction.

Michael J. Siers, Md Zahidul Islam

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014