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ORCIDSevvandi Kandanaarachchi
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Journal Articles
- 2024
[j8]Jennifer A. Flegg
, Sevvandi Kandanaarachchi, Philippe J. Guerin, Arjen M. Dondorp, Francois Nosten, Sabina Dahlström Otienoburu, Nick Golding:
Spatio-temporal spread of artemisinin resistance in Southeast Asia. PLoS Comput. Biol. 20(4): 1012017 (2024)- 2023
- [j7]Sevvandi Kandanaarachchi, Kate Smith-Miles:
Comprehensive Algorithm Portfolio Evaluation using Item Response Theory. J. Mach. Learn. Res. 24: 177:1-177:52 (2023) - 2022
- [j6]Sevvandi Kandanaarachchi, Hideya Ochiai, Asha Rao:
Honeyboost: Boosting honeypot performance with data fusion and anomaly detection. Expert Syst. Appl. 201: 117073 (2022) - [j5]Sevvandi Kandanaarachchi:
Unsupervised anomaly detection ensembles using item response theory. Inf. Sci. 587: 142-163 (2022) - [j4]Sevvandi Kandanaarachchi, Rob J. Hyndman:
Leave-One-Out Kernel Density Estimates for Outlier Detection. J. Comput. Graph. Stat. 31(1): 586-599 (2022) - 2021
- [j3]Sevvandi Kandanaarachchi, Rob J. Hyndman:
Dimension Reduction for Outlier Detection Using DOBIN. J. Comput. Graph. Stat. 30(1): 204-219 (2021) - 2020
- [j2]Sevvandi Kandanaarachchi, Mario A. Muñoz, Rob J. Hyndman, Kate Smith-Miles:
On normalization and algorithm selection for unsupervised outlier detection. Data Min. Knowl. Discov. 34(2): 309-354 (2020) - 2016
- [j1]Shannon Ryan, Stephen Thaler, Sevvandi Kandanaarachchi:
Machine learning methods for predicting the outcome of hypervelocity impact events. Expert Syst. Appl. 45: 23-39 (2016)
Conference and Workshop Papers
- 2025
- [c5]Ziqi Xu, Sevvandi Kandanaarachchi, Cheng Soon Ong, Eirini Ntoutsi:
Fairness Evaluation with Item Response Theory. WWW 2025: 2276-2288 - 2024
- [c4]Kate Smith-Miles, Mario Andrés Muñoz, Sevvandi Kandanaarachchi:
Instance Space Analysis and Item Response Theory for Algorithm Testing. GECCO Companion 2024: 1369-1390 - 2023
- [c3]Nuwan Kaluarachchi, Sevvandi Kandanaarachchi, Kristen Moore, Arathi Arakala:
DEFT: A New Distance-Based Feature Set for Keystroke Dynamics. BIOSIG 2023: 1-6 - 2022
- [c2]Mario Andrés Muñoz, Hamed Soleimani, Sevvandi Kandanaarachchi:
Benchmarking algorithm portfolio construction methods. GECCO Companion 2022: 499-502 - 2019
- [c1]Sevvandi Kandanaarachchi, Mario A. Muñoz, Kate Smith-Miles:
Instance Space Analysis for Unsupervised Outlier Detection. EDML@SDM 2019: 32-41
Informal and Other Publications
- 2024
- [i12]Sevvandi Kandanaarachchi:
Predicting the structure of dynamic graphs. CoRR abs/2401.04280 (2024) - [i11]Brodie Oldfield, Sevvandi Kandanaarachchi, Ziqi Xu, Mario Andrés Muñoz:
An Item Response Theory-based R Module for Algorithm Portfolio Analysis. CoRR abs/2408.14025 (2024) - [i10]Sevvandi Kandanaarachchi, Cheng Soon Ong:
Graphons of Line Graphs. CoRR abs/2409.01656 (2024) - [i9]Sevvandi Kandanaarachchi, Conrad Sanderson, Rob J. Hyndman:
Extreme Value Modelling of Feature Residuals for Anomaly Detection in Dynamic Graphs. CoRR abs/2410.05687 (2024) - [i8]Ziqi Xu, Sevvandi Kandanaarachchi, Cheng Soon Ong, Eirini Ntoutsi:
Fairness Evaluation with Item Response Theory. CoRR abs/2411.02414 (2024) - 2023
- [i7]Sevvandi Kandanaarachchi, Mahdi Abolghasemi, Hideya Ochiai, Asha Rao:
Detecting inner-LAN anomalies using hierarchical forecasting. CoRR abs/2304.13941 (2023) - [i6]Sevvandi Kandanaarachchi, Kate Smith-Miles:
Comprehensive Algorithm Portfolio Evaluation using Item Response Theory. CoRR abs/2307.15850 (2023) - [i5]Nuwan Kaluarachchi, Sevvandi Kandanaarachchi, Kristen Moore, Arathi Arakala:
DEFT: A new distance-based feature set for keystroke dynamics. CoRR abs/2310.04059 (2023) - 2022
- [i4]Bhargav Rele, Caleb Hogan, Sevvandi Kandanaarachchi, Catherine Leigh:
Short-term prediction of stream turbidity using surrogate data and a meta-model approach. CoRR abs/2210.05821 (2022) - [i3]Sevvandi Kandanaarachchi, Rob J. Hyndman:
Anomaly detection in dynamic networks. CoRR abs/2210.07407 (2022) - 2021
- [i2]Sevvandi Kandanaarachchi, Hideya Ochiai, Asha Rao:
Honeyboost: Boosting honeypot performance with data fusion and anomaly detection. CoRR abs/2105.02526 (2021) - [i1]Sevvandi Kandanaarachchi:
Unsupervised Anomaly Detection Ensembles using Item Response Theory. CoRR abs/2106.06243 (2021)
Coauthor Index
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