Sevvandi Kandanaarachchi

Author

Also Known As

Jeremy Dawson, Kandanaarachchi, Sevvandi, Kandanaarachchi, Sevvandi Priyanvada, S. Kandanaarachchi, Sevvandi Kandanaarachchi

Publications

536

Citations

H-Index

Concepts

All Affiliations

Monash University ARC Centre of Excellence for Mathematical and Statistical Frontiers Queensland University of Technology RMIT University The University of Melbourne

About

Sevvandi Kandanaarachchi is an author at Monash University specializing in engineering, data science, and data mining.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	334
2	Data Science	7	7	307
3	Management	3	3	57
4	Computer Science	2	2	75
5	Computer Engineering	1	1	43

Sevvandi Kandanaarachchi

Publications

458

Citations

H-Index

Page 1

	Year	Citations
A framework for automated anomaly detection in high frequency water-quality data from in situ sensors Catherine Leigh, Omar Alsibai, Rob J. Hyndman, The Science of The Total Environment Situ SensorsEnvironmental MonitoringAnomaly DetectionWater ResourcesData Science	2019	126
Anomaly Detection in Streaming Nonstationary Temporal Data Priyanga Dilini Talagala, Rob J. Hyndman, Kate Smith‐Miles, Journal of Computational and Graphical Statistics	2019	60
On normalization and algorithm selection for unsupervised outlier detection Sevvandi Kandanaarachchi, Mario Andrés Muñoz, Rob J. Hyndman, Data Mining and Knowledge Discovery Algorithm SelectionAnomaly DetectionMachine LearningData ScienceData Mining	2019	56
Predicting sediment and nutrient concentrations from high-frequency water-quality data Catherine Leigh, Sevvandi Kandanaarachchi, James McGree, PLoS ONE	2019	45
Early Detection of Vegetation Ignition Due to Powerline Faults Sevvandi Kandanaarachchi, Nandini Anantharama, Mario Andrés Muñoz IEEE Transactions on Power Delivery Environmental MonitoringEngineeringFire DetectionForestryFault Forecasting	2020	43
Machine learning methods for predicting the outcome of hypervelocity impact events Shannon Ryan, Stephen L. Thaler, Sevvandi Kandanaarachchi Expert Systems with Applications Hypervelocity Impact EventsMachine LearningData ScienceData MiningEngineering	2015	31
Unsupervised anomaly detection ensembles using item response theory Sevvandi Kandanaarachchi Information Sciences Anomaly DetectionEngineeringData ScienceData MiningPattern Recognition	2021	21
Convergence of axially symmetric volume-preserving mean curvature flow Maria Athanassenas, Sevvandi Kandanaarachchi Pacific Journal of Mathematics Geometric Partial Differential EquationGeometryGeometric FlowFluid MechanicsVolume-preserving Mean Curvature	2012	19
Honeyboost: Boosting honeypot performance with data fusion and anomaly detection Sevvandi Kandanaarachchi, Hideya Ochiai, Asha Rao Expert Systems with Applications Anomaly DetectionEngineeringData ScienceData MiningIntrusion Detection System	2022	19
The application of machine learning in micrometeoroid and orbital debris impact protection and risk assessment for spacecraft Shannon Ryan, Neeraj Mohan Sushma, Hung Lê, International Journal of Impact Engineering EngineeringMachine LearningImpact (Mechanics)Space EnvironmentSafety Science	2023	15

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