TRUST-ME
G. Slapničar, Z. Anžur, M. Luštrek Recent developments in sensing technology (e.g., video- and audio-based and wearable sensors) and advanced...
Ambient intelligence aims at increasing the quality of life by introducing the technology into our everyday environment in a way that places minimal burden on the user. Due to the rapid aging of the population, care for the elderly and telemedicine are among the area’s main goals, but applications for the general population, such as smart buildings, are also important. A prerequisite for ambient intelligence is understanding the user’s situation and needs, which we address by analyzing human behavior using various sensors. We work with many sensor types, but have particularly extensive experience with:
We work on a wide range of ambient intelligence tasks, for example:
G. Slapničar, Z. Anžur, M. Luštrek Recent developments in sensing technology (e.g., video- and audio-based and wearable sensors) and advanced...
M. Luštrek, M. Jordan, N. Reščič, M. F. Martinšek The overall goal of the SmartCHANGE project is to develop trustworthy,...
M. Luštrek There are around 88 million tonnes of food wasted each year in the European Union. The Waste Quantification...
V. Janko, M. Gams, B. Filipič, T. Šef, M. Luštrek, T. Tušar, A. Gradišek, E. Dovgan, M. Mlakar, J. Krivec,...
M. Luštrek, J. Valič, V. Janko COVIRNA – a patient-centred Innovation Action aiming to generate a diagnostic tool to identify...
M. Luštrek, N. Reščič The WideHealth Project (Widening Research on Pervasive eHealth) will enable research exchanges and training activities on the...
M. Luštrek, C. M. DeMasi The CoachMyLife project (AAL Call 2018) Short description, main aims and objectives of the project:...
M. Luštrek, V. Janko SI4CARE: Social Innovation for integrated health CARE of ageing population in ADRION Regions Programme: INTERREG V-B Adriatic-Ionian...
M. Luštrek, N. Reščič WellCo (Horizon2020 project) Short description, main aims and objectives of the project: Aim of the project...
M. Luštrek, J. Lukan STRAW: Disentangling the sources and context of day-to-day STRess At Work Short description, main aims and...
Zoja had a presentation about her visit to the Summer School – Bumblekite (MLSS).
Zoja and Gašper had a presentation about Trust-ME project. ppt
Our department is a partner in the WideHealth project, which is providing training and networking opportunities on pervasive health. We...
M. Luštrek Dr. Mitja Luštrek was the general organizer and coordinator of all the workshops taking place as part of...
M. Luštrek, N. Reščič, V. Janko We organized a winter school as part of the WideHealth project, which hosted a...
M. Luštrek Dr. Mitja Luštrek co-organized a workshop on on-body sensor networks as part of the well-established UbiComp conference. https://ubicomp.eti.uni-siegen.de/workshop/obsn2020/
Martin Gjoreski, Blagoj Mitrevski, Mitja Luštrek, Matjaž Gams R-R vs GSR - an inter-domain study for arousal recognition Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 79-82, Institut Jožef Stefan, Ljubljana, 2017. Erik Dovgan, Jaka Sodnik, Ivan Bratko, Bogdan Filipič Optimiranje časa in porabe goriva v modelih človeške vožnje Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 35-38, Institut Jožef Stefan, Ljubljana, 2017. Vito Janko, Andreas R. Stensbye, Mitja Luštrek Predicting office's ambient parameters Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 83-86, Institut Jožef Stefan, Ljubljana, 2017. Matjaž Gams Artificial intelligence in 2017 Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 7-10, Institut Jožef Stefan, Ljubljana, 2017. Tomaž Šef, Robert Blatnik Vpliv različnega prenosnega kanala pri referenčnih in testnih posnetkih na forenzično verifikacijo govorcev Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 19-22, Institut Jožef Stefan, Ljubljana, 2017. Aljoša Vodopija, Miha Mlakar, Mitja Luštrek Predictive models to improve the wellbeing of heart-failure patients Inproceedings In: Workshop on advanced predictive model in healthcare, pp. 10 str., s. l.], [S. l., 2017. Vito Janko, Mitja Luštrek Energy-efficient data collection for context recognition Inproceedings In: UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii, pp. str. 458-463, ACM = Association for Computing Machinery, New York, 2017. Benjamin Novak, Rok Piltaver, Matjaž Gams User-friendly multi-objective learning of accurate and comprehensible hybrid-trees Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 39-42, Institut Jožef Stefan, Ljubljana, 2017. Božidara Cvetković, Martin Gjoreski, Jure Šorn, Martin Frešer, Mitja Luštrek, Maciej Bogdański, Katarzyna Jackowska, Michał Kosiedowski, Aleksander Stroiński Management of physical, mental and environmental stress at the workplace Inproceedings In: Jason J. Jung (Ed.): IE' 2017, pp. str. 76-83, IEEE = Institute of Electrical and Electronics Engineers, Danvers, 2017. Miha Mlakar, Mitja Luštrek Analyzing tennis game through sensor data with machine learning and multi-objective optimization Inproceedings In: UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii, pp. str. 153-156, ACM = Association for Computing Machinery, New York, 2017. Tea Tušar, Nikolaus Hansen, Dimo Brockhoff Anytime benchmarking of budget-dependent algorithms with the COCO platform Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 47-50, Institut Jožef Stefan, Ljubljana, 2017. Dimosthenis Kyriazis, Gregor Jurak, Mitja Luštrek, Gregor Starc, Dalibor Stanimirović, others CrowdHEALTH : holistic health records and big data analytics for health policy making and personalized health Inproceedings In: John Mantas (Ed.): Informatics empowers healthcare transformation : [ICIMT International Conference on Informatics, Management, and Technology in Healtcare, 7.9 July 2017, Athens, Greece], pp. str. 19-23, IOS Press, Amsterdam, 2017. BibTeX | Links: Božidara Cvetković, Martin Gjoreski, Jure Šorn, Pavel Maslov, Mitja Luštrek Monitoring physical activity and mental stress using wrist-worn device and a smartphone Inproceedings In: Michelangelo Ceci, Ljupčo Todorovski, Sašo Džeroski (Ed.): Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017. Part I : proceedings, pp. str. 414-418, Springer, Cham, 2017. Božidara Cvetković, Martin Gjoreski, Jure Šorn, Pavel Maslov, Michał Kosiedowski, Maciej Bogdański, Aleksander Stroiński, Mitja Luštrek Real-time physical activity and mental stress management with a wristband and a smartphone Inproceedings In: UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii, pp. str. 225-228, ACM = Association for Computing Machinery, New York, 2017. Gašper Slapničar, Matej Marinko, Mitja Luštrek Continuous blood pressure estimation from PPG signal Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 71-74, Institut Jožef Stefan, Ljubljana, 2017. Martin Gjoreski, Hristijan Gjoreski, Mitja Luštrek, Matjaž Gams Deep affect recognition from R-R intervals Inproceedings In: UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii, pp. str. 754-762, ACM = Association for Computing Machinery, New York, 2017. Miha Mlakar, Mitja Luštrek Automatic tennis analysis with the use of machine learning and multi-objective optimization Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 43-46, Institut Jožef Stefan, Ljubljana, 2017.2017
Conference Papers
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@inproceedings{COBISS.SI-ID:30854695,
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@inproceedings{COBISS.SI-ID:30858535,
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@inproceedings{COBISS.SI-ID:30853159,
title = {Artificial intelligence in 2017},
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booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
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@inproceedings{COBISS.SI-ID:30853927,
title = {Vpliv različnega prenosnega kanala pri referenčnih in testnih posnetkih na forenzično verifikacijo govorcev},
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editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
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booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
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@inproceedings{COBISS.SI-ID:30598183,
title = {Predictive models to improve the wellbeing of heart-failure patients},
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@inproceedings{COBISS.SI-ID:31199527,
title = {Energy-efficient data collection for context recognition},
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@inproceedings{COBISS.SI-ID:30854951,
title = {User-friendly multi-objective learning of accurate and comprehensible hybrid-trees},
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editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
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@inproceedings{COBISS.SI-ID:31223847,
title = {Management of physical, mental and environmental stress at the workplace},
author = {Božidara Cvetković and Martin Gjoreski and Jure Šorn and Martin Frešer and Mitja Luštrek and Maciej Bogdański and Katarzyna Jackowska and Michał Kosiedowski and Aleksander Stroiński},
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@inproceedings{COBISS.SI-ID:33260291,
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@inproceedings{COBISS.SI-ID:30856231,
title = {Anytime benchmarking of budget-dependent algorithms with the COCO platform},
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editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
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booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
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@inproceedings{COBISS.SI-ID:33194791,
title = {CrowdHEALTH : holistic health records and big data analytics for health policy making and personalized health},
author = {Dimosthenis Kyriazis and Gregor Jurak and Mitja Luštrek and Gregor Starc and Dalibor Stanimirović and others},
editor = {John Mantas},
doi = {10.3233/978-1-61499-781-8-19},
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@inproceedings{COBISS.SI-ID:31223591,
title = {Monitoring physical activity and mental stress using wrist-worn device and a smartphone},
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editor = {Michelangelo Ceci and Ljupčo Todorovski and Sašo Džeroski},
year = {2017},
date = {2017-01-01},
booktitle = {Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017. Part I : proceedings},
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@inproceedings{COBISS.SI-ID:31224103,
title = {Real-time physical activity and mental stress management with a wristband and a smartphone},
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@inproceedings{COBISS.SI-ID:30857767,
title = {Continuous blood pressure estimation from PPG signal},
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editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
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@inproceedings{COBISS.SI-ID:31016999,
title = {Deep affect recognition from R-R intervals},
author = {Martin Gjoreski and Hristijan Gjoreski and Mitja Luštrek and Matjaž Gams},
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@inproceedings{COBISS.SI-ID:30855207,
title = {Automatic tennis analysis with the use of machine learning and multi-objective optimization},
author = {Miha Mlakar and Mitja Luštrek},
editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2017},
date = {2017-01-01},
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Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968