no code implementations • 20 May 2022 • Pradip Mainali, Ismini Psychoula, Fabien A. P. Petitcolas
The ExMo interpretable machine learning model consists of a list of IF... THEN... statements with a decision rule in the condition.
no code implementations • 13 May 2021 • Ismini Psychoula, Andreas Gutmann, Pradip Mainali, S. H. Lee, Paul Dunphy, Fabien A. P. Petitcolas
The application of machine learning to support the processing of large datasets holds promise in many industries, including financial services.
no code implementations • 19 Apr 2018 • Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist, Andreas Holzinger
Human activity recognition using smart home sensors is one of the bases of ubiquitous computing in smart environments and a topic undergoing intense research in the field of ambient assisted living.
no code implementations • 22 Feb 2018 • Ismini Psychoula, Erinc Merdivan, Deepika Singh, Liming Chen, Feng Chen, Sten Hanke, Johannes Kropf, Andreas Holzinger, Matthieu Geist
In the era of Internet of Things (IoT) technologies the potential for privacy invasion is becoming a major concern especially in regards to healthcare data and Ambient Assisted Living (AAL) environments.