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S

Sevvandi Kandanaarachchi

commonwealth scientific & industrial research organisation (csiro)
H指数:11
被引数:548
浏览量:0

个人简介

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教育背景

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荣誉奖项

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Data Science and Machine Learning: Mathematical and Statistical Methods

数据科学与机器学习：数学与统计方法

AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS
IF0.8
2026-05-100
PRE
Kandanaarachchi, Sevvandi
Predicting Graph Structure via Adapted Flux Balance Analysis

通过适应性流量平衡分析预测图结构

AI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT I
IF0
2026-01-010
PRE
Kandanaarachchi, Sevvandi; Xu, Ziqi; Westerlund, Stefan; Sanderson, Conrad
Four Compelling Reasons to Urgently Integrate AI Development With Humanities, Social and Economics Sciences

四个迫切的理由将AI发展与人文学科、社会科学和经济科学整合起来

IEEE Transactions on Technology and Society
IF0
2025-12-011
OAAI
Chades, Iadine; McGrath, Melanie; Bohensky, Erin; Carter, Lucy; Coates, Rebecca; Harwood, Ben; Islam, Md Zahidul; Kandanaarachchi, Sevvandi; Ong, Cheng Soon; Reeson, Andrew; Stone-Jovicich, Samantha; Paris, Cecile; Scovell, Mitchell; Wissing, Kirsty; Douglas, David M.
Lessons from the Edges of Interdisciplinarity - Integrating Artificial Intelligence with the Humanities, Social and Economic Sciences

《跨学科边缘的启示——将人工智能与人文科学、社会科学和经济科学整合》

Applied Artificial Intelligence
IF4.3
2025-11-100
OAAI
Lucy Carter; Samantha Stone-Jovicich; Erin Bohensky; Rebecca Coates; David Douglas; Jonathan Ferrer-Mestres; Ben Harwood; Md Zahidul Islam; Sevvandi Kandanaarachchi; Melanie McGrath; Cheng Soon Ong; Cécile Paris; Andrew Reeson; Mitchell Scovell; Kirsty Wissing; Iadine Chades
Comparison of Tiling Artifact Removal Methods in Secondary Ion Mass Spectrometry Images
ANALYTICAL CHEMISTRY
IF6.7
2023-11-140
OAAI
Kandanaarachchi, Sevvandi; Gardner, Wil; Alexander, David L. J.; Muir, Benjamin W.; Chouinard, Philippe A.; Crewther, Sheila G.; Scurr, David J.; Halliday, Mark; Pigram, Paul J.
The application of machine learning in micrometeoroid and orbital debris impact protection and risk assessment for spacecraft

机器学习在航天器微流星体和轨道碎片撞击防护与风险评估中的应用

INTERNATIONAL JOURNAL OF IMPACT ENGINEERING
IF5.7
2023-11-016
OAAI
Ryan, Shannon; Sushma, Neeraj Mohan; Le, Hung; Kumar, A. V. Arun; Berk, Julian; Nguyen, T. M.; Rana, Santu; Kandanaarachchi, Sevvandi; Venkatesh, Svetha
Honeyboost: Boosting honeypot performance with data fusion and anomaly detection
EXPERT SYSTEMS WITH APPLICATIONS
IF7.5
2022-09-017
OAAI
Kandanaarachchi, Sevvandi; Ochiai, Hideya; Rao, Asha
Early Detection of Vegetation Ignition Due to Powerline Faults
IEEE TRANSACTIONS ON POWER DELIVERY
IF3.7
2021-06-0128
PRE
Kandanaarachchi, Sevvandi; Anantharama, Nandini; Munoz, Mario A.
A framework for automated anomaly detection in high frequency water-quality data from in situ sensors

来自原位传感器的高频水质数据中的自动异常检测框架

SCIENCE OF THE TOTAL ENVIRONMENT
IF8
2019-05-0169
OAAI
Leigh, Catherine; Alsibai, Omar; Hyndman, Rob J.; Kandanaarachchi, Sevvandi; King, Olivia C.; McGree, James M.; Neelamraju, Catherine; Strauss, Jennifer; Talagala, Priyanga Dilini; Turner, Ryan D. R.; Mengersen, Kerrie; Peterson, Erin E.
Machine learning methods for predicting the outcome of hypervelocity impact events
EXPERT SYSTEMS WITH APPLICATIONS
IF7.5
2016-03-0128
PREAI
Ryan, Shannon; Thaler, Stephen; Kandanaarachchi, Sevvandi

研究方向

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A
Andrew Reeson
H 指数:25论文数:115被引数:3,025
S
Shannon Ryan
H 指数:26论文数:119被引数:2,108
E
Erin Bohensky
H 指数:29论文数:86被引数:4,575
C
Cécile Paris
H 指数:40论文数:429被引数:7,936
C
Cheng Soon Ong
H 指数:32论文数:177被引数:7,481
M
Mitchell Scovell
H 指数:6论文数:20被引数:348
I
Iadine Chadès
H 指数:35论文数:175被引数:4,751
R
Rebecca Coates
H 指数:6论文数:19被引数:224
D
David Douglas
H 指数:14论文数:86被引数:1,122
S
Samantha Stone-Jovicich
H 指数:13论文数:58被引数:784