Ambient intelligence

@@inproceedings{COBISS.SI-ID:171612931,

title = {Večstopenjski postopek vrednotenja rešitev pri načrtovanju elektromotorja = A multi-step evaluation process in electric motor design},

author = {Tea Tušar and Peter Korošec and Bogdan Filipič},

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. 48-51},

publisher = {Institut "Jožef Stefan"},

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@@inproceedings{COBISS.SI-ID:171610371,

title = {An attempt at predicting algorithm performance on constrained multiobjective optimization problems},

author = {Andrejaana Andova and Aljoša Vodopija and Jordan Cork and Tea Tušar and Bogdan Filipič},

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. 44-47},

publisher = {Institut "Jožef Stefan"},

address = {Ljubljana},

series = {Informacijska družba},

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@@inproceedings{COBISS.SI-ID:171663875,

title = {Identifying bumblebee buzzes using neural networks},

author = {Tilen Šket and David Susič and Candace Galen and Johannes Schul and Marina Arbetman and Victoria Campopiano Robinson and Cristian Alfonso Villagra Gil and Valentina Herrera and Anton Gradišek},

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. 20-23},

publisher = {Institut "Jožef Stefan"},

address = {Ljubljana},

series = {Informacijska družba},

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@@inproceedings{COBISS.SI-ID:171592963,

title = {Social interaction prediction from smart-phone sensor data},

author = {Marcel Franse Martinšek and Junoš Lukan and Larissa Bolliger and Els Clays and Primož Šiško 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. 11-14},

publisher = {Institut "Jožef Stefan"},

address = {Ljubljana},

series = {Informacijska družba},

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@@inproceedings{COBISS.SI-ID:174703107,

title = {Overcoming data scarcity in human activity recognition},

author = {Orhan Konak and Lucas Liebe and Kirill Postnov and Franz Sauerwald and Hristijan Gjoreski and Mitja Luštrek and Bert Arnrich},

year  = {2023},

date = {2023-01-01},

booktitle = {2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : proceedings : Sydney, Australia, 24th - 27th July 2023},

pages = {str. [1-7]},

publisher = {IEEE},

address = {[Piscataway]},

series = {Annual International Conference of the IEEE Engineering in Medicine and Biology Society},

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@@inproceedings{COBISS.SI-ID:171586307,

title = {Time-series cutmix data augmentation for heart sound classification using neural networks = Foreword},

author = {David Susič 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. 7-10},

publisher = {Institut "Jožef Stefan"},

address = {Ljubljana},

series = {Informacijska družba},

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@@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 = {},

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@@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 = {},

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@@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},

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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},

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@@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},

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@@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},

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@@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 = {},

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@@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 = {},

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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},

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@@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},

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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},

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@@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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@@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},

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@@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 = {},

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@@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},

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@@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.]},

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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},

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@@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 = {},

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@@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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@@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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