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/
Anton Gradišek, Jani Bizjak, Aleksej Popovski, Janez Grad Bumble bee nest thermoregulation : a field study @article 2023. BibTeX | Links: Orhan Konak, Lucas Liebe, Kirill Postnov, Franz Sauerwald, Hristijan Gjoreski, Mitja Luštrek, Bert Arnrich, others SONAR, a nursing activity dataset with inertial sensors @article 2023. BibTeX | Links: Stella Fragkiadaki, Dionysia Kontaxopolou, Darja Šemrov, Simon Colnar, Mitja Luštrek, Bojan Blažica, Vlado Dimovski, Sokratis G. Papageorgiou, others How well did the healthcare system respond to the healthcare needs of older people with and without dementia during the COVID-19 pandemic : the perception of healthcare providers and older people from the SI4CARE Project in the ADRION Region @article 2023. BibTeX | Links: Orhan Konak, Lucas Liebe, Kirill Postnov, Franz Sauerwald, Hristijan Gjoreski, Mitja Luštrek, Bert Arnrich, others HARE : unifying the human activity recognition engineering workflow @article 2023. BibTeX | Links: Gašper Slapničar, Wenjin Wang, Mitja Luštrek Feasibility of remote blood pressure estimation via narrow-band multi-wavelength pulse transit time @article 2023. BibTeX | Links: Miha Mlakar, Anton Gradišek, Mitja Luštrek, Gregor Jurak, Maroje Sorić, Bojan Leskošek, Gregor Starc Adult height prediction using the growth curve comparison method @article 2023. BibTeX | Links: Eva Peklaj, Nina Reščič, Barbara Koroušić-Seljak, Nada Rotovnik-Kozjek New epidemic of malnutrition in young Slovenian athletes = Nova epidemija podhranjenosti mladih slovenskih športnikov @article 2023. BibTeX | Links: Stephanie Hulin, Larissa Bolliger, Junoš Lukan, Anneleen Caluwaerts, Rosalie De Neve, Mitja Luštrek, Dirk De Bacquer, Els Clays How does day-to-day stress appraisal relate to coping among office workers in academia? : an ecological momentary assessment study @article 2023. BibTeX | Links: Larissa Bolliger, Ellen Baele, Elena Colman, Gillian Debra, Junoš Lukan, Mitja Luštrek, Dirk De Bacquer, Els Clays The association between day-to-day stress experiences, recovery, and work engagement among office workers in academia : an Ecological Momentary Assessment study @article 2023. BibTeX | Links: Larissa Bolliger, Gillian Debra, Junoš Lukan, Rani Peeters, Elena Colman, Ellen Baele, Mitja Luštrek, Dirk De Bacquer, Els Clays The association between day-to-day stress experiences and work–life interference among office workers in academia : an ecological momentary assessment study @article 2023. BibTeX | Links: Jesús Rufino, Carlos Baquero, Nina Reščič, Antonio Fernández Anta, others Using survey data to estimate the impact of the omicron variant on vaccine efficacy against COVID-19 infection @article 2023. BibTeX | Links: Vito Janko, Nina Reščič, Aljoša Vodopija, David Susič, Carlo De Masi, Tea Tušar, Anton Gradišek, Sophie Vandepitte, Delphine De Smedt, Jana S. Javornik, Matjaž Gams, Mitja Luštrek Optimizing non-pharmaceutical intervention strategies against COVID-19 using artificial intelligence @article 2023. BibTeX | Links: Tea Tušar, Peter Korošec, Bogdan Filipič Večstopenjski postopek vrednotenja rešitev pri načrtovanju elektromotorja = A multi-step evaluation process in electric motor design @inproceedings 2023. Andrejaana Andova, Aljoša Vodopija, Jordan Cork, Tea Tušar, Bogdan Filipič An attempt at predicting algorithm performance on constrained multiobjective optimization problems @inproceedings 2023. Tilen Šket, David Susič, Candace Galen, Johannes Schul, Marina Arbetman, Victoria Campopiano Robinson, Cristian Alfonso Villagra Gil, Valentina Herrera, Anton Gradišek Identifying bumblebee buzzes using neural networks @inproceedings 2023. Marcel Franse Martinšek, Junoš Lukan, Larissa Bolliger, Els Clays, Primož Šiško, Mitja Luštrek Social interaction prediction from smart-phone sensor data @inproceedings 2023. Orhan Konak, Lucas Liebe, Kirill Postnov, Franz Sauerwald, Hristijan Gjoreski, Mitja Luštrek, Bert Arnrich Overcoming data scarcity in human activity recognition @inproceedings 2023. David Susič, Matjaž Gams Time-series cutmix data augmentation for heart sound classification using neural networks = Foreword @inproceedings 2023. Žiga Kolar, Andrej Lukšič, Andrej Vozlič, Matjaž Gams Types of democracy defined : keyword extraction from eleven different text descriptions @inproceedings 2023. Gašper Slapničar, Wenjin Wang, Mitja Luštrek Feasibility of remote pulse transit time estimation using narrow-band multi-wavelength camera photoplethysmography @inproceedings 2023. BibTeX | Links: Matic Zadobovšek, Primož Kocuvan, Matjaž Gams Vpeljava virtualnega asistenta ChatGPT v medicinsko platformo = Implementation of a virtual assistant ChatGPT into the medical platform @inproceedings 2023. Kawai Kitoshi, Gašper Slapničar, Akira Hirose, Mitja Luštrek Comparison of advanced processing methods for PPG denoising using a novel signal quality metric @inproceedings 2023. Larissa Bolliger, Junoš Lukan, Elena Colman, Leen Boersma, Mitja Luštrek, Dirk De Bacquer, Els Clays Sources of occupational stress among office workers - a focus group study @article 2022. BibTeX | Links: Eva Peklaj, Nina Reščič, Barbara Koroušić-Seljak, Nada Rotovnik-Kozjek Is RED-S in athletes just another face of malnutrition? : er @article 2022. BibTeX | Links: Arlene J. Astell, Jani Bizjak, Matjaž Gams, Anton Gradišek, Karmen Goljuf, others Developing a pragmatic evaluation of ICTs for older adults with cognitive impairment at scale : the IN LIFE experience @article 2022. BibTeX | Links: Torsten Hammann, Jakob Valič, Gašper Slapničar, Mitja Luštrek The missing piece. Physiological data as a factor for identifying emotions of people with profound intellectual and multiple disabilities @article 2022. BibTeX | Links: Nina Reščič, Oscar Mayora, Claudio Eccher, Mitja Luštrek Food frequency questionnaire personalisation using multi-target regression @article 2022. BibTeX | Links: Martin Gjoreski, Vladimir Kuzmanovski, Marko Bohanec BAG-DSM : a method for generating alternatives for hierarchical multi-attribute decision models using bayesian optimization @article 2022. BibTeX | Links: Junoš Lukan, Larissa Bolliger, N. Pauwels, Mitja Luštrek, Dirk De Bacquer, Els Clays Work environment risk factors causing day-to-day stress in occupational settings : a systematic review @article 2022. BibTeX | Links: Stefan Kalabakov, Simon Stankoski, Ivana Kiprijanovska, Andrejaana Andova, Nina Reščič, Vito Janko, Martin Gjoreski, Matjaž Gams, Mitja Luštrek, others What actually works for activity recognition in scenarios with significant domain shift : lessons learned from the 2019 and 2020 Sussex-Huawei challenges @article 2022. BibTeX | Links: Žiga Kolar, Blaž Erzar, Nika Čelan, Aleksander Hrastič, Gašper Leskovec, Martin Konečnik, Domen Prestor, David Susič, Matjaž Skobir, Matjaž Gams Peak detection for classification of number of axles @inproceedings 2022. Tea Tušar, Nace Sever, Aljoša Vodopija, Bogdan Filipič Študija učinkovitosti algoritma za razporejanje terenskega dela = A study of the performance of a fieldwork scheduling algorithm @inproceedings 2022. Jesús Rufino, Carlos Baquero, Nina Reščič, Antonio Fernández Anta, others Using survey data to estimate the impact of the Omicron variant on vaccine efficacy against COVID-19 infection @inproceedings 2022. David Susič, Blaž Erzar, Nika Čelan, Gašper Leskovec, Žiga Kolar, Martin Konečnik, Domen Prestor, Matjaž Skobir, Matjaž Gams Vehicle axle distance detection from time-series signals using machine learning @inproceedings 2022. David Susič, Lea Bombač Tavčar, Hana Hrobat, Lea Gornik, Miha Lučovnik, Anton Gradišek Detection of postpartum anemia using machine learning @inproceedings 2022. Aleksander Hrastič, Matej Kranjec, Primož Kocuvan Optimized method for walking detection by wristband with accelerometer sensor @inproceedings 2022. Viktor Srbinoski, Daniel Denkovski, Emilija Kizhevska, Hristijan Gjoreski Android integration of a machine learning pipeline for human activity recognition @inproceedings 2022. Emilija Kizhevska, Filipa Ferreira-Brito, Tiago Guerreiro, Mitja Luštrek Using virtual reality to elicit empathy : a narrative review @inproceedings 2022. David Susič, Gregor Poglajen, Anton Gradišek Machine learning models for detection of decompensation in chronic heart failure using heart sounds @inproceedings 2022. Gašper Slapničar, Nejc Mekiš, Peter Us, Miha Mlakar, Erna Alukić, Janez Žibert IMF quality assurance of mammograms using deep convolutional neural networks and transfer learning @inproceedings 2022. Mitja Luštrek, Samo Drobne, Sokratis G. Papageorgiou, Efthalia Angelopoulou, Roberta Matković, Bojan Blažica, Pietro Hiram Guzzi, Miodrag Miljković Piloting ICT solutions for integrated care @inproceedings 2022. Gašper Slapničar, Wenjin Wang, Mitja Luštrek Feasibility of remote pulse transit time estimation using narrow-band multi-wavelength camera photoplethysmography @inproceedings 2022. BibTeX | Links: Junoš Lukan, Larissa Bolliger, Els Clays, Primož Šiško, Mitja Luštrek Assessing sources of variability of hierarchical data in a repeated-measures diary study of stress @inproceedings 2022. Filipa Ferreira-Brito, Hristijan Gjoreski, Oscar Mayora, Mitja Luštrek, Emilija Kizhevska, Tiago Guerreiro, others Virtual reality for health and wellbeing @inproceedings 2022. BibTeX | Links: Miljana Shulajkovska, Maj Smerkol, Matjaž Gams Urban mobility policy proposal using machine-learning techniques @inproceedings 2022. Emilija Kizhevska, Hristijan Gjoreski, Mitja Luštrek Prediction of the inflow in macedonian hydropower plants, using machine learning @inproceedings 2022. Andrejaana Andova, Aljoša Vodopija, Pavel Krömer, Vojtěch Uher, Tea Tušar, Bogdan Filipič Initial results in predicting high-level features of constrained multi-objective optimization problems Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th international multiconference : zvezek A = volume A : 11. oktober 2022, 11 October 2022, Ljubljana, Slovenija, pp. str. 7-10, Institut "Jožef Stefan", Ljubljana, 2022. Els Clays, Mitja Luštrek, Marko Bohanec, Jakob Valič, Aljoša Vodopija, others Proof-of-concept trial results of the HeartMan mobile personal health system for self-management in congestive heart failure Journal Article In: Scientific reports, vol. vol. 11, pp. str. 5663-1-5663-10, 2021. BibTeX | Links: Surya Krishnamurthy, K. S. Kapeleshh, Erik Dovgan, Mitja Luštrek, Barbara Gradišek Piletič, Kathiravan Srinivasan, Yu-Chuan (Jack) Li, Anton Gradišek, Shabbir Syed-Abdul Machine learning prediction models for chronic kidney disease using national health insurance claim data in Taiwan Journal Article In: Healthcare, vol. vol. 9, no. no. 5, pp. str. 546-1- 546-13, 2021. BibTeX | Links: Lina Badimon, Mitja Luštrek, On EU-CardioRNA COSTAction CA17129 Cardiovascular RNA markers and artificial intelligence may improve COVID-19 outcome : a position paper from the EU-CardioRNA COST Action CA17129 Journal Article In: Cardiovascular Research, vol. vol. 117, no. no. 8, pp. str. 1823-1840, 2021. BibTeX | Links: 2023
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publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:171605507,
title = {Types of democracy defined : keyword extraction from eleven different text descriptions},
author = {Žiga Kolar and Andrej Lukšič and Andrej Vozlič and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2023},
date = {2023-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th international multiconference : zvezek A = volume A : 12. oktober 2023, 12 October 2023, Ljubljana, Slovenija},
pages = {str. 32-35},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:151906307,
title = {Feasibility of remote pulse transit time estimation using narrow-band multi-wavelength camera photoplethysmography},
author = {Gašper Slapničar and Wenjin Wang and Mitja Luštrek},
doi = {10.1145/3544793.3560339},
year = {2023},
date = {2023-01-01},
booktitle = {UbiComp/ISWC '22 Adjunct : proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2022 ACM International Symposium on Wearable Computers : September 11-15, 2022, Atlanta, USA and Cambridge, UK},
pages = {str. 115-117},
publisher = {Association for Computing Machinery},
address = {New York},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:171603203,
title = {Vpeljava virtualnega asistenta ChatGPT v medicinsko platformo = Implementation of a virtual assistant ChatGPT into the medical platform},
author = {Matic Zadobovšek and Primož Kocuvan and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2023},
date = {2023-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th international multiconference : zvezek A = volume A : 12. oktober 2023, 12 October 2023, Ljubljana, Slovenija},
pages = {str. 28-31},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
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@@inproceedings{COBISS.SI-ID:171594499,
title = {Comparison of advanced processing methods for PPG denoising using a novel signal quality metric},
author = {Kawai Kitoshi and Gašper Slapničar and Akira Hirose and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2023},
date = {2023-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th international multiconference : zvezek A = volume A : 12. oktober 2023, 12 October 2023, Ljubljana, Slovenija},
pages = {str. 15-18},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
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2022
@article
@@article{COBISS.SI-ID:99593731,
title = {Sources of occupational stress among office workers - a focus group study},
author = {Larissa Bolliger and Junoš Lukan and Elena Colman and Leen Boersma and Mitja Luštrek and Dirk De Bacquer and Els Clays},
doi = {10.3390/ijerph19031075},
year = {2022},
date = {2022-01-01},
journal = {International journal of environmental research and public health},
volume = {vol. 19},
number = {no. 3},
pages = {str. 1075-1-1075-18},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:96705027,
title = {Is RED-S in athletes just another face of malnutrition? : er},
author = {Eva Peklaj and Nina Reščič and Barbara Koroušić-Seljak and Nada Rotovnik-Kozjek},
doi = {10.1016/j.clnesp.2022.01.031},
year = {2022},
date = {2022-01-01},
journal = {Clinical nutrition ESPEN},
volume = {vol. 48},
pages = {str. 298-307},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:88084227,
title = {Developing a pragmatic evaluation of ICTs for older adults with cognitive impairment at scale : the IN LIFE experience},
author = {Arlene J. Astell and Jani Bizjak and Matjaž Gams and Anton Gradišek and Karmen Goljuf and others},
doi = {10.1007/s10209-021-00849-5},
year = {2022},
date = {2022-01-01},
journal = {Universal access in the information society},
volume = {vol. 21},
number = {iss. 1},
pages = {19 str.},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:134483715,
title = {The missing piece. Physiological data as a factor for identifying emotions of people with profound intellectual and multiple disabilities},
author = {Torsten Hammann and Jakob Valič and Gašper Slapničar and Mitja Luštrek},
doi = {10.1080/20473869.2022.2154928},
year = {2022},
date = {2022-01-01},
journal = {International journal of developmental disabilities},
volume = {vol. 68},
number = {iss. <in press>},
pages = {str. 1-17},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:142128131,
title = {Food frequency questionnaire personalisation using multi-target regression},
author = {Nina Reščič and Oscar Mayora and Claudio Eccher and Mitja Luštrek},
doi = {10.3390/nu14193943},
year = {2022},
date = {2022-01-01},
journal = {Nutrients},
volume = {vol. 14},
number = {iss. 19, [article no.] 3943},
pages = {str. 1-11},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:111406083,
title = {BAG-DSM : a method for generating alternatives for hierarchical multi-attribute decision models using bayesian optimization},
author = {Martin Gjoreski and Vladimir Kuzmanovski and Marko Bohanec},
doi = {10.3390/a15060197},
year = {2022},
date = {2022-01-01},
journal = {Algorithms},
volume = {vol. 15},
number = {no 6},
pages = {str. 197-1-197-22},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:99559427,
title = {Work environment risk factors causing day-to-day stress in occupational settings : a systematic review},
author = {Junoš Lukan and Larissa Bolliger and N. Pauwels and Mitja Luštrek and Dirk De Bacquer and Els Clays},
doi = {10.1186/s12889-021-12354-8},
year = {2022},
date = {2022-01-01},
journal = {BMC public health},
number = {vol. 22},
pages = {str. 240-1-240-13},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:142134275,
title = {What actually works for activity recognition in scenarios with significant domain shift : lessons learned from the 2019 and 2020 Sussex-Huawei challenges},
author = {Stefan Kalabakov and Simon Stankoski and Ivana Kiprijanovska and Andrejaana Andova and Nina Reščič and Vito Janko and Martin Gjoreski and Matjaž Gams and Mitja Luštrek and others},
doi = {10.3390/s22103613},
year = {2022},
date = {2022-01-01},
journal = {Sensors},
volume = {vol. 22},
number = {iss. 10, [article no.] 3613},
pages = {str. 1-32},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@inproceedings
@@inproceedings{COBISS.SI-ID:128184323,
title = {Peak detection for classification of number of axles},
author = {Žiga Kolar and Blaž Erzar and Nika Čelan and Aleksander Hrastič and Gašper Leskovec and Martin Konečnik and Domen Prestor and David Susič and Matjaž Skobir and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2022},
date = {2022-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th international multiconference : zvezek A = volume A : 11. oktober 2022, 11 October 2022, Ljubljana, Slovenija},
pages = {str. 19-22},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:128195075,
title = {Študija učinkovitosti algoritma za razporejanje terenskega dela = A study of the performance of a fieldwork scheduling algorithm},
author = {Tea Tušar and Nace Sever and Aljoša Vodopija and Bogdan Filipič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2022},
date = {2022-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th international multiconference : zvezek A = volume A : 11. oktober 2022, 11 October 2022, Ljubljana, Slovenija},
pages = {str 43-46},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:142121987,
title = {Using survey data to estimate the impact of the Omicron variant on vaccine efficacy against COVID-19 infection},
author = {Jesús Rufino and Carlos Baquero and Nina Reščič and Antonio Fernández Anta and others},
year = {2022},
date = {2022-01-01},
booktitle = {epiDAMIK 5.0 : The 5th International Workshop on Epidemiology Meets Data Mining and Knowledge Discovery at KDD 2022 : August 15, 2022, Washington},
pages = {str. 1-14},
publisher = {The Association for Computing Machinery},
address = {[New York},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:128193283,
title = {Vehicle axle distance detection from time-series signals using machine learning},
author = {David Susič and Blaž Erzar and Nika Čelan and Gašper Leskovec and Žiga Kolar and Martin Konečnik and Domen Prestor and Matjaž Skobir and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2022},
date = {2022-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th international multiconference : zvezek A = volume A : 11. oktober 2022, 11 October 2022, Ljubljana, Slovenija},
pages = {str. 39-42},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
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@@inproceedings{COBISS.SI-ID:128674051,
title = {Detection of postpartum anemia using machine learning},
author = {David Susič and Lea Bombač Tavčar and Hana Hrobat and Lea Gornik and Miha Lučovnik and Anton Gradišek},
editor = {Nina Reščič and Oscar Mayora and Daniel Denkovski},
year = {2022},
date = {2022-01-01},
booktitle = {Vseprisotne zdravstvene storitve in pametni senzorji = Pervasive Health and Smart Sensing : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th International Multiconference : zvezek H = volume H : 13. oktober 2022, 13 October 2022, Ljubljana, Slovenija},
pages = {str. 40-43},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:128665091,
title = {Optimized method for walking detection by wristband with accelerometer sensor},
author = {Aleksander Hrastič and Matej Kranjec and Primož Kocuvan},
editor = {Nina Reščič and Oscar Mayora and Daniel Denkovski},
year = {2022},
date = {2022-01-01},
booktitle = {Vseprisotne zdravstvene storitve in pametni senzorji = Pervasive Health and Smart Sensing : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th International Multiconference : zvezek H = volume H : 13. oktober 2022, 13 October 2022, Ljubljana, Slovenija},
pages = {str. 7-10},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
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@@inproceedings{COBISS.SI-ID:128667395,
title = {Android integration of a machine learning pipeline for human activity recognition},
author = {Viktor Srbinoski and Daniel Denkovski and Emilija Kizhevska and Hristijan Gjoreski},
editor = {Nina Reščič and Oscar Mayora and Daniel Denkovski},
year = {2022},
date = {2022-01-01},
booktitle = {Vseprisotne zdravstvene storitve in pametni senzorji = Pervasive Health and Smart Sensing : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th International Multiconference : zvezek H = volume H : 13. oktober 2022, 13 October 2022, Ljubljana, Slovenija},
pages = {str. 11-14},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:140724227,
title = {Using virtual reality to elicit empathy : a narrative review},
author = {Emilija Kizhevska and Filipa Ferreira-Brito and Tiago Guerreiro and Mitja Luštrek},
year = {2022},
date = {2022-01-01},
booktitle = {Workshop on Virtual Reality for Health and Wellbeing : November 27, [2022], Lisbon},
pages = {str. [1-3]},
publisher = {s. n.},
address = {[S. l.},
keywords = {},
pubstate = {published},
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@@inproceedings{COBISS.SI-ID:113618691,
title = {Machine learning models for detection of decompensation in chronic heart failure using heart sounds},
author = {David Susič and Gregor Poglajen and Anton Gradišek},
editor = {Hernan Humberto and Alvarez Valera and Mitja Luštrek},
year = {2022},
date = {2022-01-01},
booktitle = {Workshops at 18th International Conference on Intelligent Environments (IE2022)},
pages = {str. 340-349},
publisher = {IOS Press},
address = {Amsterdam},
series = {Ambient intelligence and smart environments, volume 31},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:128189955,
title = {IMF quality assurance of mammograms using deep convolutional neural networks and transfer learning},
author = {Gašper Slapničar and Nejc Mekiš and Peter Us and Miha Mlakar and Erna Alukić and Janez Žibert},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2022},
date = {2022-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th international multiconference : zvezek A = volume A : 11. oktober 2022, 11 October 2022, Ljubljana, Slovenija},
pages = {str. 35-38},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:128679171,
title = {Piloting ICT solutions for integrated care},
author = {Mitja Luštrek and Samo Drobne and Sokratis G. Papageorgiou and Efthalia Angelopoulou and Roberta Matković and Bojan Blažica and Pietro Hiram Guzzi and Miodrag Miljković},
editor = {Nina Reščič and Oscar Mayora and Daniel Denkovski},
year = {2022},
date = {2022-01-01},
booktitle = {Vseprisotne zdravstvene storitve in pametni senzorji = Pervasive Health and Smart Sensing : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th International Multiconference : zvezek H = volume H : 13. oktober 2022, 13 October 2022, Ljubljana, Slovenija},
pages = {str. 48-51},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:132776195,
title = {Feasibility of remote pulse transit time estimation using narrow-band multi-wavelength camera photoplethysmography},
author = {Gašper Slapničar and Wenjin Wang and Mitja Luštrek},
doi = {10.1109/BHI56158.2022.9926828},
year = {2022},
date = {2022-01-01},
booktitle = {BHI-BSN 2022 : symposium proceedings : IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI'22) jointly organised with the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN’22) : Ioannina, September 27-30, 2022},
pages = {str. [1-5]},
publisher = {IEEE},
address = {[S. l.]},
keywords = {},
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@@inproceedings{COBISS.SI-ID:128669955,
title = {Assessing sources of variability of hierarchical data in a repeated-measures diary study of stress},
author = {Junoš Lukan and Larissa Bolliger and Els Clays and Primož Šiško and Mitja Luštrek},
editor = {Nina Reščič and Oscar Mayora and Daniel Denkovski},
year = {2022},
date = {2022-01-01},
booktitle = {Vseprisotne zdravstvene storitve in pametni senzorji = Pervasive Health and Smart Sensing : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th International Multiconference : zvezek H = volume H : 13. oktober 2022, 13 October 2022, Ljubljana, Slovenija},
pages = {str. 31-34},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:140717827,
title = {Virtual reality for health and wellbeing},
author = {Filipa Ferreira-Brito and Hristijan Gjoreski and Oscar Mayora and Mitja Luštrek and Emilija Kizhevska and Tiago Guerreiro and others},
editor = {Tanja Döring},
doi = {10.1145/3568444.3568560},
year = {2022},
date = {2022-01-01},
booktitle = {MUM 2022 : Proceedings of MUM 2022, the 21st International Conference on Mobile and Ubiquitous Multimedia : Lisbon, November 27 - 30, 2022},
pages = {str. 301-303},
publisher = {Association for Computing Machinery},
address = {New York},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:128186115,
title = {Urban mobility policy proposal using machine-learning techniques},
author = {Miljana Shulajkovska and Maj Smerkol and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2022},
date = {2022-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th international multiconference : zvezek A = volume A : 11. oktober 2022, 11 October 2022, Ljubljana, Slovenija},
pages = {str. 31-34},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:128184067,
title = {Prediction of the inflow in macedonian hydropower plants, using machine learning},
author = {Emilija Kizhevska and Hristijan Gjoreski and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2022},
date = {2022-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th international multiconference : zvezek A = volume A : 11. oktober 2022, 11 October 2022, Ljubljana, Slovenija},
pages = {str. 15-18},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
Conference Papers
@inproceedings{COBISS.SI-ID:128183043,
title = {Initial results in predicting high-level features of constrained multi-objective optimization problems},
author = {Andrejaana Andova and Aljoša Vodopija and Pavel Krömer and Vojtěch Uher and Tea Tušar and Bogdan Filipič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2022},
date = {2022-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th international multiconference : zvezek A = volume A : 11. oktober 2022, 11 October 2022, Ljubljana, Slovenija},
pages = {str. 7-10},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2021
Journal Articles
@article{COBISS.SI-ID:54870787,
title = {Proof-of-concept trial results of the HeartMan mobile personal health system for self-management in congestive heart failure},
author = {Els Clays and Mitja Luštrek and Marko Bohanec and Jakob Valič and Aljoša Vodopija and others},
doi = {10.1038/s41598-021-84920-4},
year = {2021},
date = {2021-01-01},
journal = {Scientific reports},
volume = {vol. 11},
pages = {str. 5663-1-5663-10},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:62383107,
title = {Machine learning prediction models for chronic kidney disease using national health insurance claim data in Taiwan},
author = {Surya Krishnamurthy and K. S. Kapeleshh and Erik Dovgan and Mitja Luštrek and Barbara Gradišek Piletič and Kathiravan Srinivasan and Yu-Chuan (Jack) Li and Anton Gradišek and Shabbir Syed-Abdul},
doi = {10.3390/healthcare9050546},
year = {2021},
date = {2021-01-01},
journal = {Healthcare},
volume = {vol. 9},
number = {no. 5},
pages = {str. 546-1- 546-13},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:72297731,
title = {Cardiovascular RNA markers and artificial intelligence may improve COVID-19 outcome : a position paper from the EU-CardioRNA COST Action CA17129},
author = {Lina Badimon and Mitja Luštrek and On EU-CardioRNA COSTAction CA17129},
doi = {10.1093/cvr/cvab094},
year = {2021},
date = {2021-01-01},
journal = {Cardiovascular Research},
volume = {vol. 117},
number = {no. 8},
pages = {str. 1823-1840},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Department of Intelligent Systems
Jožef Stefan Institute
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SI-1000 Ljubljana, Slovenia
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