Sevvandi Kandanaarachchi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Item Response Theory

Keystroke Dynamics

Outlier Detection

Kernel Density Estimates

Top Venues

J. Comput. Graph. Stat.

GECCO Companion

Expert Syst. Appl.

Publications

Sevvandi Kandanaarachchi
Predicting the structure of dynamic graphs. CoRR (2024)
Kate Smith-Miles, Mario Andrés Muñoz, Sevvandi Kandanaarachchi
Instance Space Analysis and Item Response Theory for Algorithm Testing. GECCO Companion (2024)
Nuwan Kaluarachchi, Sevvandi Kandanaarachchi, Kristen Moore, Arathi Arakala
DEFT: A new distance-based feature set for keystroke dynamics. CoRR (2023)
Sevvandi Kandanaarachchi, Mahdi Abolghasemi, Hideya Ochiai, Asha Rao
Detecting inner-LAN anomalies using hierarchical forecasting. CoRR (2023)
Nuwan Kaluarachchi, Sevvandi Kandanaarachchi, Kristen Moore, Arathi Arakala
DEFT: A New Distance-Based Feature Set for Keystroke Dynamics. BIOSIG (2023)
Sevvandi Kandanaarachchi, Kate Smith-Miles
Comprehensive Algorithm Portfolio Evaluation using Item Response Theory. J. Mach. Learn. Res. 24 (2023)
Sevvandi Kandanaarachchi, Kate Smith-Miles
Comprehensive Algorithm Portfolio Evaluation using Item Response Theory. CoRR (2023)
Sevvandi Kandanaarachchi, Rob J. Hyndman
Anomaly detection in dynamic networks. CoRR (2022)
Sevvandi Kandanaarachchi, Rob J. Hyndman
Leave-One-Out Kernel Density Estimates for Outlier Detection. J. Comput. Graph. Stat. 31 (1) (2022)
Sevvandi Kandanaarachchi
Unsupervised anomaly detection ensembles using item response theory. Inf. Sci. 587 (2022)
Sevvandi Kandanaarachchi, Hideya Ochiai, Asha Rao
Honeyboost: Boosting honeypot performance with data fusion and anomaly detection. Expert Syst. Appl. 201 (2022)
Bhargav Rele, Caleb Hogan, Sevvandi Kandanaarachchi, Catherine Leigh
Short-term prediction of stream turbidity using surrogate data and a meta-model approach. CoRR (2022)
Mario Andrés Muñoz, Hamed Soleimani, Sevvandi Kandanaarachchi
Benchmarking algorithm portfolio construction methods. GECCO Companion (2022)
Sevvandi Kandanaarachchi, Hideya Ochiai, Asha Rao
Honeyboost: Boosting honeypot performance with data fusion and anomaly detection. CoRR (2021)
Sevvandi Kandanaarachchi, Rob J. Hyndman
Dimension Reduction for Outlier Detection Using DOBIN. J. Comput. Graph. Stat. 30 (1) (2021)
Sevvandi Kandanaarachchi
Unsupervised Anomaly Detection Ensembles using Item Response Theory. CoRR (2021)
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) (2020)
Sevvandi Kandanaarachchi, Mario A. Muñoz, Kate Smith-Miles
Instance Space Analysis for Unsupervised Outlier Detection. EDML@SDM (2019)
Shannon Ryan, Stephen Thaler, Sevvandi Kandanaarachchi
Machine learning methods for predicting the outcome of hypervelocity impact events. Expert Syst. Appl. 45 (2016)