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Shashika Ranga Muramudalige
Shashika Ranga Muramudalige
PhD, Machine Learning Engineer
在 colostate.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Cloud-based driver monitoring and vehicle diagnostic with OBD2 telematics
M Amarasinghe, S Kottegoda, AL Arachchi, S Muramudalige, ...
2015 fifteenth international conference on advances in ICT for emerging …, 2015
1012015
Improved phishing detection algorithms using adversarial autoencoder synthesized data
H Shirazi, SR Muramudalige, I Ray, AP Jayasumana
2020 ieee 45th conference on local computer networks (lcn), 24-32, 2020
292020
VideoTrain++: GAN-based adaptive framework for synthetic video traffic generation
C Madarasingha, SR Muramudalige, G Jourjon, A Jayasumana, ...
Computer Networks 206, 108785, 2022
132022
Recognizing radicalization indicators in text documents using human-in-the-loop information extraction and nlp techniques
BWK Hung, SR Muramudalige, AP Jayasumana, J Klausen, R Libretti, ...
2019 ieee international symposium on technologies for homeland security (hst …, 2019
122019
Investigative graph search using graph databases
SR Muramudalige, BWK Hung, AP Jayasumana, I Ray
2019 first international conference on graph computing (gc), 60-67, 2019
112019
Adversarial autoencoder data synthesis for enhancing machine learning-based phishing detection algorithms
H Shirazi, SR Muramudalige, I Ray, AP Jayasumana, H Wang
IEEE Transactions on Services Computing 16 (4), 2411-2422, 2023
102023
Videotrain: A generative adversarial framework for synthetic video traffic generation
C Kattadige, SR Muramudalige, KN Choi, G Jourjon, H Wang, ...
2021 IEEE 22nd International Symposium on a World of Wireless, Mobile and …, 2021
72021
SyNIG: synthetic network traffic generation through time series imaging
N Sivaroopan, C Madarasingha, S Muramudalige, G Jourjon, ...
2023 IEEE 48th Conference on Local Computer Networks (LCN), 1-9, 2023
52023
Automating investigative pattern detection using machine learning & graph pattern matching techniques
SR Muramudalige
Colorado State University, 2022
42022
Cloud-based vehicular data analytics platform
SR Muramudalige, HMND Bandara
Proceedings of the 14th Annual International Conference on Mobile Systems …, 2016
42016
Enhancing investigative pattern detection via inexact matching and graph databases
SR Muramudalige, BWK Hung, AP Jayasumana, I Ray, J Klausen
IEEE Transactions on Services Computing 15 (5), 2780-2794, 2021
32021
Automated Driver Scheduling for Vehicle Delivery
SR Muramudalige, HMND Bandara
Intelligent Transport Systems–From Research and Development to the Market …, 2018
22018
Adversarial data generation of multi-category marked temporal point processes with sparse, incomplete, and small training samples
SR Muramudalige, A Jayasumana, H Wang
12020
A Feature Mapping Technique for Complex Data Object Generation With Likelihood and Deep Generative Approaches
SR Muramudalige, AP Jayasumana, H Wang
IEEE Access 11, 136643-136653, 2023
2023
Investigative Pattern Detection Framework for Counterterrorism
SR Muramudalige, BWK Hung, R Libretti, J Klausen, AP Jayasumana
arXiv preprint arXiv:2310.19211, 2023
2023
Simulated annealing based optimized driver scheduling for vehicle delivery
SR Muramudalige
2018
Cloud-based Driver Monitoring and Vehicle Diagnostic with OBD2 Telematics - IJHCR
M Amarasinghe, SR Muramudalige, S Kottegoda, ...
Network 7 (4), 2016
2016
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