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:
@@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}
}
Tine Kolenik
Methods in digital mental health : smartphone-based assessment and intervention for stress, anxiety, and depression @incollection
2022.
BibTeX | Links:
@@incollection{COBISS.SI-ID:97804547,
title = {Methods in digital mental health : smartphone-based assessment and intervention for stress, anxiety, and depression},
author = {Tine Kolenik},
editor = {Carmela Comito and Ester Zumpano},
doi = {10.1007/978-3-030-91181-2},
year = {2022},
date = {2022-01-01},
booktitle = {Integrating artificial intelligence and IoT for advanced health informatics : AI in the healthcare aector},
pages = {str. 105-128},
publisher = {Springer},
address = {Cham},
series = {Internet of things (Online)},
keywords = {},
pubstate = {published},
tppubtype = {@incollection}
}
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.
@@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"},
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series = {Informacijska družba},
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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.
@@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},
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David Susič, Lea Bombač Tavčar, Hana Hrobat, Lea Gornik, Miha Lučovnik, Anton Gradišek
Detection of postpartum anemia using machine learning @inproceedings
2022.
@@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"},
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David Susič, Gregor Poglajen, Anton Gradišek
Machine learning models for detection of decompensation in chronic heart failure using heart sounds @inproceedings
2022.
@@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 = {},
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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.
@@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"},
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series = {Informacijska družba},
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Viktor Srbinoski, Daniel Denkovski, Emilija Kizhevska, Hristijan Gjoreski
Android integration of a machine learning pipeline for human activity recognition @inproceedings
2022.
@@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"},
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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.
@@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"},
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Pavel Krömer, Vojtěch Uher, Andrejaana Andova, Tea Tušar, Bogdan Filipič
Sampling strategies for exploratory landscape analysis of bi-objective problems @inproceedings
2022.
@@inproceedings{COBISS.SI-ID:151217411,
title = {Sampling strategies for exploratory landscape analysis of bi-objective problems},
author = {Pavel Krömer and Vojtěch Uher and Andrejaana Andova and Tea Tušar and Bogdan Filipič},
year = {2022},
date = {2022-01-01},
booktitle = {CSCI 2022 : 2022 International Conference on Computational Science and Computational Intelligence : proceedings : 14-16 December 2022, Las Vegas},
pages = {str. 336-342},
publisher = {The Institute of Electrical and Electronics Engineers},
address = {Piscataway},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
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.
@@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 = {},
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Matjaž Gams
Nekaj primerov demografskega zmanjševanja = Examples of demographic schrinking @inproceedings
2022.
@@inproceedings{COBISS.SI-ID:128521475,
title = {Nekaj primerov demografskega zmanjševanja = Examples of demographic schrinking},
author = {Matjaž Gams},
editor = {Janez Malačič and Mari Jože Osredkar and Matjaž Gams},
year = {2022},
date = {2022-01-01},
booktitle = {Demografske in družinske analize = Demographic and Family Analyzes : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th International Multiconference : zvezek F = volume F : 12. oktober 2022, 12 October 2022, Ljubljana, Slovenija},
pages = {str. 18-22},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
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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.
@@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},
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tppubtype = {@inproceedings}
}
Miljana Shulajkovska, Maj Smerkol, Matjaž Gams
Urban mobility policy proposal using machine-learning techniques @inproceedings
2022.
@@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},
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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.
@@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},
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Emilija Kizhevska, Hristijan Gjoreski, Mitja Luštrek
Prediction of the inflow in macedonian hydropower plants, using machine learning @inproceedings
2022.
@@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},
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Emilija Kizhevska, Filipa Ferreira-Brito, Tiago Guerreiro, Mitja Luštrek
Using virtual reality to elicit empathy : a narrative review @inproceedings
2022.
@@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.},
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Filipa Ferreira-Brito, Hristijan Gjoreski, Oscar Mayora, Mitja Luštrek, Emilija Kizhevska, Tiago Guerreiro, others
Virtual reality for health and wellbeing @inproceedings
2022.
BibTeX | Links:
@@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}
}
Aleksander Hrastič, Matej Kranjec, Primož Kocuvan
Optimized method for walking detection by wristband with accelerometer sensor @inproceedings
2022.
@@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}
}
Jana Krivec
Chess as a tool for developing 21st century skills with a deliberate practice approach @inproceedings
2022.
@@inproceedings{COBISS.SI-ID:134466563,
title = {Chess as a tool for developing 21st century skills with a deliberate practice approach},
author = {Jana Krivec},
editor = {Vladimir Fomichov and Olga S. Fomichova},
year = {2022},
date = {2022-01-01},
booktitle = {Kognitonika = Cognitonics : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th International Multiconference : zvezek D = volume D : 10. oktober 2022, 10 October 2022, Ljubljana, Slovenija},
pages = {str. 27-30},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
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tppubtype = {@inproceedings}
}
Gašper Slapničar, Wenjin Wang, Mitja Luštrek
Feasibility of remote pulse transit time estimation using narrow-band multi-wavelength camera photoplethysmography @inproceedings
2022.
BibTeX | Links:
@@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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}
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.
@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},
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publisher = {Institut "Jožef Stefan"},
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Valentin Koblar, Bogdan Filipič
Evolutionary design of a system for online surface roughness measurements Journal Article
In: Mathematics, vol. vol. 9, no. no. 16, pp. str. 1904-1-1904-18, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:73916419,
title = {Evolutionary design of a system for online surface roughness measurements},
author = {Valentin Koblar and Bogdan Filipič},
doi = {10.3390/math9161904},
year = {2021},
date = {2021-01-01},
journal = {Mathematics},
volume = {vol. 9},
number = {no. 16},
pages = {str. 1904-1-1904-18},
keywords = {},
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tppubtype = {article}
}
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:
@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}
}
Matjaž Gams, Mari Jože Osredkar
Katoliški nauk in znanost o demografskih vprašanjih = Catholic doctrine and science on demographic issues Journal Article
In: Bogoslovni vestnik : glasilo Teološke fakultete v Ljubljani, vol. letn. 81, no. št. 3, pp. str. 555-567, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:90615555,
title = {Katoliški nauk in znanost o demografskih vprašanjih = Catholic doctrine and science on demographic issues},
author = {Matjaž Gams and Mari Jože Osredkar},
doi = {10.34291/BV2021/03/Gams},
year = {2021},
date = {2021-01-01},
journal = {Bogoslovni vestnik : glasilo Teološke fakultete v Ljubljani},
volume = {letn. 81},
number = {št. 3},
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Marko Bohanec, Aljoša Vodopija, Mitja Luštrek, others
HeartMan DSS : a decision support system for self-management of congestive heart failure Journal Article
In: Expert systems with applications, vol. vol. 186, pp. str. 115688-1-115688-13, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:77871107,
title = {HeartMan DSS : a decision support system for self-management of congestive heart failure},
author = {Marko Bohanec and Aljoša Vodopija and Mitja Luštrek and others},
doi = {10.1016/j.eswa.2021.115688},
year = {2021},
date = {2021-01-01},
journal = {Expert systems with applications},
volume = {vol. 186},
pages = {str. 115688-1-115688-13},
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Rok Piltaver, Mitja Luštrek, Sašo Džeroski, Martin Gjoreski, Matjaž Gams
Learning comprehensible and accurate hybrid trees Journal Article
In: Expert systems with applications, vol. vol. 164, pp. str. 113980-1-113980-11, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:29771011,
title = {Learning comprehensible and accurate hybrid trees},
author = {Rok Piltaver and Mitja Luštrek and Sašo Džeroski and Martin Gjoreski and Matjaž Gams},
doi = {10.1016/j.eswa.2020.113980},
year = {2021},
date = {2021-01-01},
journal = {Expert systems with applications},
volume = {vol. 164},
pages = {str. 113980-1-113980-11},
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Vito Janko, Gašper Slapničar, Erik Dovgan, Nina Reščič, Tine Kolenik, Martin Gjoreski, Maj Smerkol, Matjaž Gams, Mitja Luštrek
Machine learning for analyzing non-countermeasure factors affecting early spread of COVID-19 Journal Article
In: International journal of environmental research and public health, vol. vol. 18, no. no. 13, pp. str. 6750-1-6750-33, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:70735875,
title = {Machine learning for analyzing non-countermeasure factors affecting early spread of COVID-19},
author = {Vito Janko and Gašper Slapničar and Erik Dovgan and Nina Reščič and Tine Kolenik and Martin Gjoreski and Maj Smerkol and Matjaž Gams and Mitja Luštrek},
doi = {10.3390/ijerph18136750},
year = {2021},
date = {2021-01-01},
journal = {International journal of environmental research and public health},
volume = {vol. 18},
number = {no. 13},
pages = {str. 6750-1-6750-33},
keywords = {},
pubstate = {published},
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Tomaž Kompara, Janez Perš, David Susič, Matjaž Gams
A one-dimensional non-intrusive and privacy-preserving identification system for households Journal Article
In: Electronics, vol. vol. 10, no. no. 5, pp. str. 559-1- 559-21, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:54936323,
title = {A one-dimensional non-intrusive and privacy-preserving identification system for households},
author = {Tomaž Kompara and Janez Perš and David Susič and Matjaž Gams},
doi = {10.3390/electronics10050559},
year = {2021},
date = {2021-01-01},
journal = {Electronics},
volume = {vol. 10},
number = {no. 5},
pages = {str. 559-1- 559-21},
keywords = {},
pubstate = {published},
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Tine Kolenik, Matjaž Gams
Persuasive technology for mental health : one step closer to (mental health care) equality? Journal Article
In: IEEE technology & society magazine, vol. no. 40, no. no. 1, pp. str. 80-86, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:55934467,
title = {Persuasive technology for mental health : one step closer to (mental health care) equality?},
author = {Tine Kolenik and Matjaž Gams},
doi = {10.1109/MTS.2021.3056288},
year = {2021},
date = {2021-01-01},
journal = {IEEE technology & society magazine},
volume = {no. 40},
number = {no. 1},
pages = {str. 80-86},
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Gašper Slapničar, Wenjin Wang, Mitja Luštrek
Classification of hemodynamics scenarios from a public radar dataset using a deep learning approach Journal Article
In: Sensors, vol. vol. 21, no. no.5, pp. str. 1836-1-1836-23, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:76038403,
title = {Classification of hemodynamics scenarios from a public radar dataset using a deep learning approach},
author = {Gašper Slapničar and Wenjin Wang and Mitja Luštrek},
doi = {10.3390/s21051836},
year = {2021},
date = {2021-01-01},
journal = {Sensors},
volume = {vol. 21},
number = {no.5},
pages = {str. 1836-1-1836-23},
keywords = {},
pubstate = {published},
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Jana Krivec, Ivan Bratko, Matej Guid
Identification and conceptualization of procedural chunks in chess Journal Article
In: Cognitive systems research, no. vol. 69, pp. str. 22-40, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:65721347,
title = {Identification and conceptualization of procedural chunks in chess},
author = {Jana Krivec and Ivan Bratko and Matej Guid},
doi = {10.1016/j.cogsys.2021.05.001},
year = {2021},
date = {2021-01-01},
journal = {Cognitive systems research},
number = {vol. 69},
pages = {str. 22-40},
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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:
@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},
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Svjetlana Fajfer, David Susič
Colored scalar mediated nucleon decays to an invisible fermion Journal Article
In: Physical review. D, vol. vol. 103, no. iss. 5, pp. str. 055012-1-055012-11, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:56929795,
title = {Colored scalar mediated nucleon decays to an invisible fermion},
author = {Svjetlana Fajfer and David Susič},
doi = {10.1103/PhysRevD.103.055012},
year = {2021},
date = {2021-01-01},
journal = {Physical review. D},
volume = {vol. 103},
number = {iss. 5},
pages = {str. 055012-1-055012-11},
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Tine Kolenik, Matjaž Gams
Intelligent cognitive assistants for attitude and behavior change support in mental health : state-of-the-art technical review Journal Article
In: Electronics, vol. vol. 10, no. no. 11, pp. str. 1250-1-1250-35, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:64325891,
title = {Intelligent cognitive assistants for attitude and behavior change support in mental health : state-of-the-art technical review},
author = {Tine Kolenik and Matjaž Gams},
doi = {10.3390/electronics10111250},
year = {2021},
date = {2021-01-01},
journal = {Electronics},
volume = {vol. 10},
number = {no. 11},
pages = {str. 1250-1-1250-35},
keywords = {},
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Matjaž Gams, Tine Kolenik
Relations between electronics, artificial intelligence and information society through information society rules Journal Article
In: Electronics, vol. vol. 10, no. no. 4, pp. str. 514-1-514-16, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:53601027,
title = {Relations between electronics, artificial intelligence and information society through information society rules},
author = {Matjaž Gams and Tine Kolenik},
doi = {10.3390/electronics10040514},
year = {2021},
date = {2021-01-01},
journal = {Electronics},
volume = {vol. 10},
number = {no. 4},
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Martin Gjoreski, Bhargavi Mahesh, Tine Kolenik, Jens Uwe-Gabras, Dominik Seuss, Hristijan Gjoreski, Mitja Luštrek, Matjaž Gams, Veljko Pejović
Cognitive load monitoring with wearables-lessons learned from a machine learning challenge Journal Article
In: IEEE access, vol. vol. 9, pp. str. 103325-103336, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:71780867,
title = {Cognitive load monitoring with wearables-lessons learned from a machine learning challenge},
author = {Martin Gjoreski and Bhargavi Mahesh and Tine Kolenik and Jens Uwe-Gabras and Dominik Seuss and Hristijan Gjoreski and Mitja Luštrek and Matjaž Gams and Veljko Pejović},
doi = {10.1109/ACCESS.2021.3093216},
year = {2021},
date = {2021-01-01},
journal = {IEEE access},
volume = {vol. 9},
pages = {str. 103325-103336},
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Mitja Luštrek, Marko Bohanec, Erik Dovgan, Jure Lampe, Miha Mlakar, Gašper Slapničar, Jakob Valič, Aljoša Vodopija, others
A personal health system for self-management of congestive heart failure (HeartMan) : development, technical evaluation, and proof-of-concept randomized controlled trial Journal Article
In: JMIR medical informatics, vol. vol. 9, no. iss. 3, pp. 19 str., 2021.
BibTeX | Links:
@article{COBISS.SI-ID:54873347,
title = {A personal health system for self-management of congestive heart failure (HeartMan) : development, technical evaluation, and proof-of-concept randomized controlled trial},
author = {Mitja Luštrek and Marko Bohanec and Erik Dovgan and Jure Lampe and Miha Mlakar and Gašper Slapničar and Jakob Valič and Aljoša Vodopija and others},
doi = {10.2196/24501},
year = {2021},
date = {2021-01-01},
journal = {JMIR medical informatics},
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Simon Stankoski, Marko Jordan, Hristijan Gjoreski, Mitja Luštrek
Smartwatch-based eating detection : data selection for machine learning from imbalanced data with imperfect labels Journal Article
In: Sensors, vol. vol. 21, no. no 5, pp. str. 1902-1-1902-25, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:77872899,
title = {Smartwatch-based eating detection : data selection for machine learning from imbalanced data with imperfect labels},
author = {Simon Stankoski and Marko Jordan and Hristijan Gjoreski and Mitja Luštrek},
doi = {10.3390/s21051902},
year = {2021},
date = {2021-01-01},
journal = {Sensors},
volume = {vol. 21},
number = {no 5},
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Vito Janko, Mitja Luštrek
A general framework for making context-recognition systems more energy efficient Journal Article
In: Sensors, vol. vol. 21, no. no. 3, pp. str. 766-1-766-31, 2021.
BibTeX | Links:
@article{COBISS.SI-ID:56728067,
title = {A general framework for making context-recognition systems more energy efficient},
author = {Vito Janko and Mitja Luštrek},
doi = {10.3390/s21030766},
year = {2021},
date = {2021-01-01},
journal = {Sensors},
volume = {vol. 21},
number = {no. 3},
pages = {str. 766-1-766-31},
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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:
@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 = {},
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Jana Krivec
Improve your life by playing a game : learn how to turn your life activities into lifelong skills! Book
Thinkers Publishing, Landegem, 2021.
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Junoš Lukan, Gregor Geršak
Predicting task difficulty through psychophysiology Incollection
In: Iztok Devetak, Saša A. Glažar (Ed.): Applying bio-measurements methodologies in science education research, pp. str. 55-70, Springer Nature, [Cham], 2021.
BibTeX | Links:
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Primož Kocuvan, Erik Dovgan, Matjaž Gams
An analytical and empirical comparison of electronic and mobile health platforms Inproceedings
In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 12-15, Institut "Jožef Stefan", Ljubljana, 2021.
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Klemen Bele, Erik Dovgan, Primož Kocuvan, Matjaž Gams
Description of health service selection and structure of ISE-EMH program Inproceedings
In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 23-26, Institut "Jožef Stefan", Ljubljana, 2021.
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Nina Reščič, Vito Janko, David Susič, Carlo De Masi, Aljoša Vodopija, Matej Marinko, Tea Tušar, Erik Dovgan, Matej Cigale, Anton Gradišek, Matjaž Gams, Mitja Luštrek
Finding efficient intervention plans against Covid-19 : second place at the XPRIZE Pandemic Response Challenge Inproceedings
In: Marija Kalendar (Ed.): XV International Conference ETAI 2021 : 23-24 September, online Conference = 23-24 Septembri 2021, virtualna konferencija : zbornik na trudovi = conference proceedings, pp. str. 139-143, ETAI Society of Macedonia, Skopje, 2021.
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Mitja Luštrek, Nina Reščič, Vito Janko, David Susič, Carlo De Masi, Aljoša Vodopija, Matej Marinkovič, Tea Tušar, Erik Dovgan, Matej Cigale, Anton Gradišek, Matjaž Gams
Napovedovanje trendov in optimiziranje ukrepov v boju proti pandemiji COVID-19 : Tekmovanje XPRIZE in naslednji koraki : Forecasting trends and optimizing the intervention plans against the COVID-19 pandemic: The XPRIZE competition and beyond Inproceedings
In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 52-55, Institut "Jožef Stefan", Ljubljana, 2021.
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Carlo De Masi, Simon Stankoski, Vincent Cergolj, Mitja Luštrek
Intent recognition and drinking detection for assisting kitchen-based activities Inproceedings
In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 15-18, Institut "Jožef Stefan", Ljubljana, 2021.
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Matjaž Gams
How is online media transforming our minds Inproceedings
In: Artificial Intelligence and Digital Transformation, : Alma Mater Europaea ECM Web Science and Technology Study Program, 2021.
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Zdenko Vuk, Jani Bizjak, Erik Dovgan, Matjaž Gams, Anton Gradišek
An overview of the BATMAN platform Inproceedings
In: Sergio Crovella, Anton Gradišek (Ed.): Delavnica projekta BATMAN = BATMAN Project Workshop : 4. oktober 2021, 4 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek J = volume J, pp. str. 19-22, Institut "Jožef Stefan", Ljubljana, 2021.
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Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968