Jožef Stefan International Postgraduate
School
Ambient intelligence
Together with Matjaž Gams, I teach the course
Ambient intelligence at Jožef Stefan International
Postgraduate School. The course consists of an introductory lecture and
seminar work. The literature for the course are selected papers provided below.
The seminar work should be ready for publication at least at a local conference
such as Information Society (preferrably it
should be published). The students also present their work to each other in
30-minute presentations. The assessment consists of an oral exam (50 %), and an
evaluation of the seminar work and its presentation (50 %).
Presentations
Literature
- Cvetković, B., Szeklicki, R., Janko, V., Lutomski, P., and Luštrek, M.
(2018). Real-time activity monitoring with a wristband and a smartphone.
Information Fusion 43. [paper
in pdf]
- Gjoreski, M., Luštrek, M., Gams, M., and Gjoreski, H. (2017). Monitoring
stress with a wrist device using context. Journal of Biomedical Informatics
73. [paper
in pdf]
- Alirezaie, M., Renoux, J., Köckemann, U., Kristoffersson, A., Karlsson,
L., Blomqvist, E., Tsiftes, N., Voigt, T., and Loutfi, A. (2017). An
ontology-based context-aware system for smart homes: E-care@home. Sensors 17
(7). [paper
in pdf]
- Georgiev, P., Bhattacharya, S., Lane, N. D., and Mascolo, C. (2017).
Low-resource multi-task audio sensing for mobile and embedded devices via
shared deep neural network representations. Ubicomp 2017. [paper in pdf]
- Zafari, F., Gkelias, A., and Leung K. (2019). A Survey of indoor
localization systems and technologies. [paper
in pdf]
- Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., and Ayyash, M.
(2015). Internet of Things: A survey on enabling technologies, protocols,
and applications. IEEE Communication Surveys & Tutorials 17 (4). [paper
in pdf]
- Hui, T. K. L., and Sherratt, R. S. (2017). Towards disappearing user
interfaces for ubiquitous computing: Human enhancement from sixth sense to
super senses. Journal of Ambient Intelligence and Humanized Computing 8 (3).
[paper
in pdf]
Intelligent systems and agents
I used to help with the course
Intelligent systems and agents
at Jožef Stefan International
Postgraduate School.
Presentations
Ambient intelligence tutorial
This is the tutorial I gave to the Cognitive
Systems Group at the University
of Bremen in 2012. It contains
some introductory and advanced topics
in ambient intelligence (related to my work and the work of my
colleagues at the time), as well as some introduction to machine
learning.
- Outline [pdf]
- Part 1: Activity recognition with wearable accelerometers [slides in pptx]
- Part 2: Variants, improvements etc. of activity recognition with wearable accelerometers [slides in pptx]
- Part 3: Additional tasks related to activity recogntion [slides in pptx]
- Part 4: Detection of unusual behavior [slides in pptx]