Zobrazeno 1 - 10
of 36
pro vyhledávání: '"Kasun Amarasinghe"'
Publikováno v:
Frontiers in Computer Science, Vol 5 (2023)
Externí odkaz:
https://doaj.org/article/9206fbb6cd0649439a2f9b851a09e2c9
Publikováno v:
Data & Policy, Vol 5 (2023)
Explainability is highly desired in machine learning (ML) systems supporting high-stakes policy decisions in areas such as health, criminal justice, education, and employment. While the field of explainable ML has expanded in recent years, much of th
Externí odkaz:
https://doaj.org/article/5106e57acc0a470bad3adcf39bbbbed1
Publikováno v:
IEEE Access, Vol 9, Pp 131824-131843 (2021)
Cyber-Physical Systems (CPSs) play a critical role in our modern infrastructure due to their capability to connect computing resources with physical systems. As such, topics such as reliability, performance, and security of CPSs continue to receive i
Externí odkaz:
https://doaj.org/article/2f428834fcf34739a8bdd7ef30bd2e84
Autor:
Deepak Kumbhare, Viktoras Palys, Jamie Toms, Chathurika S. Wickramasinghe, Kasun Amarasinghe, Milos Manic, Evan Hughes, Kathryn L. Holloway
Publikováno v:
Frontiers in Neuroscience, Vol 12 (2018)
Deep brain stimulation (DBS) of nucleus basalis of Meynert (NBM) is currently being evaluated as a potential therapy to improve memory and overall cognitive function in dementia. Although, the animal literature has demonstrated robust improvement in
Externí odkaz:
https://doaj.org/article/269c970b0fe747e98bc928ca06cb2ea3
Publikováno v:
IEEE Access, Vol 9, Pp 131824-131843 (2021)
Cyber-Physical Systems (CPSs) play a critical role in our modern infrastructure due to their capability to connect computing resources with physical systems. As such, topics such as reliability, performance, and security of CPSs continue to receive i
Publikováno v:
IEEE Transactions on Industrial Informatics. 15:5837-5845
The deep self-organizing map (DSOM) was introduced to embed hierarchical feature abstraction capability to self-organizing maps (SOMs). This paper presents an extended version of the original DSOM algorithm (E-DSOM). E-DSOM enhances the DSOM in two w
Explainability is highly-desired in Machine Learning (ML) systems supporting high-stakes policy decisions in areas such as health, criminal justice, education, and employment. While the field of explainable ML has expanded in recent years, much of th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6e5324c6cdc124eb925971c3c46fc07e
Autor:
Padma Amarasinghe, Kasun Amarasinghe
Publikováno v:
Journal of Analytical Techniques and Research.
Adsorption of Pb and Cd ions onto coir pith from single solute aqueous solutions was studied. Experimental data on variation of solute concentration in the solution with time were fitted to exponential kinetic model and model parameters were determin
Autor:
Ananth A. Jillepalli, Kasun Amarasinghe, Brian K. Johnson, Craig Rieger, Chathurika S. Wickramasinghe, Hari Challa, Philip Richardson, Daniel L. Marino, Milos Manic
Publikováno v:
2019 Resilience Week (RWS).
The inclusion of Information and Communication Technologies (ICTs) in industrial control systems (ICSs) has opened ICSs to several attack vectors, which are increasingly targeting critical infrastructure. Accurate detection and distinction between be
Publikováno v:
IEEE Industrial Electronics Magazine. 12:36-49
As the Internet of Things (IoT) continues its run as one of the most popular technology buzzwords of today, the discussion really turns from how the massive data sets are collected to how value can be derived from them, i.e., how to extract knowledge