Nishadi Kirielle

According to our database, Nishadi Kirielle authored at least 8 papers between 2019 and 2024.

Collaborative distances:

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

2024

A Review of the F-Measure: Its History, Properties, Criticism, and Alternatives.

Peter Christen, David J. Hand, Nishadi Kirielle

ACM Comput. Surv., March, 2024

A Critical Re-evaluation of Record Linkage Benchmarks for Learning-Based Matching Algorithms.

George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Unsupervised Graph-Based Entity Resolution for Complex Entities.

Nishadi Kirielle, Peter Christen, Thilina Ranbaduge

ACM Trans. Knowl. Discov. Data, January, 2023

A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms.

George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas

CoRR, 2023

2022

Unsupervised Graph-based Entity Resolution for Accurate and Efficient Family Pedigree Search.

Nishadi Kirielle, Charini Nanayakkara, Peter Christen, Chris Dibben, Lee Williamson, Eilidh Garrett, Clair Manson

Proceedings of the 25th International Conference on Extending Database Technology, 2022

TransER: Homogeneous Transfer Learning for Entity Resolution.

Nishadi Kirielle, Peter Christen, Thilina Ranbaduge

Proceedings of the 25th International Conference on Extending Database Technology, 2022

2021

F*: an interpretable transformation of the F-measure.

David J. Hand, Peter Christen, Nishadi Kirielle

Mach. Learn., 2021

2019

Outlier Detection Based Accurate Geocoding of Historical Addresses.

Nishadi Kirielle, Peter Christen, Thilina Ranbaduge

Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019