Nishadi Kirielle

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Entity Resolution

Fukunaga Koontz

Detecting Outliers

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Peter Christen, David J. Hand, Nishadi Kirielle
A Review of the F-Measure: Its History, Properties, Criticism, and Alternatives. ACM Comput. Surv. 56 (3) (2024)
George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas
A Critical Re-evaluation of Record Linkage Benchmarks for Learning-Based Matching Algorithms. ICDE (2024)
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
Unsupervised Graph-Based Entity Resolution for Complex Entities. ACM Trans. Knowl. Discov. Data 17 (1) (2023)
George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas
A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms. CoRR (2023)
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
TransER: Homogeneous Transfer Learning for Entity Resolution. EDBT (2022)
Nishadi Kirielle, Charini Nanayakkara, Peter Christen, Chris Dibben, Lee Williamson, Eilidh Garrett, Clair Manson
Unsupervised Graph-based Entity Resolution for Accurate and Efficient Family Pedigree Search. EDBT (2022)
David J. Hand, Peter Christen, Nishadi Kirielle
F*: an interpretable transformation of the F-measure. Mach. Learn. 110 (3) (2021)
David J. Hand, Peter Christen, Nishadi Kirielle
F*: An Interpretable Transformation of the F-measure. CoRR (2020)
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
Outlier Detection Based Accurate Geocoding of Historical Addresses. AusDM (2019)