SmartCHANGE
M. Luštrek, M. Jordan, N. Reščič, M. F. Martinšek The overall goal of the SmartCHANGE project is to develop trustworthy,...
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:
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, V. Janko SI4CARE: Social Innovation for integrated health CARE of ageing population in ADRION Regions Programme: INTERREG V-B Adriatic-Ionian...
M. Luštrek, C. M. DeMasi The CoachMyLife project (AAL Call 2018) Short description, main aims and objectives of the project:...
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...
M. Luštrek, G. Slapničar, J. Valič, M. Cigale, E. Dovgan Insension – Personalized intelligent platform enabling interaction with digital services...
M. Luštrek, A. Gradišek CrowdHealth project Short description, main aims and objectives of the project: The aim of the project...
M. Luštrek, B. Cvetković, R. Blatnik, M. Freser HeartMan project Short description, main aims and objectives of the project: Congestive...
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/
Simon Stankoski, Nina Reščič, Grega Mežič, Mitja Luštrek Real-time eating detection using a smartwatch Inproceedings In: International Conference on Embedded Wireless Systems and Networks (EWSN) 2020 : proceedings : 17-19 Februar 2020, Lyon, France, pp. str. 247-252, ACM = Association for Computing Machinery, [S. l.], 2020. Stefan Kalabakov, Primož Kocuvan, Jani Bizjak, Samo Gazvoda, Matjaž Gams Deep transfer learning for the detection of imperfections on metallic surfaces Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 35-38, Institut "Jožef Stefan", Ljubljana, 2020. Carlo De Masi, Mitja Luštrek Drinking detection from videos in a home environment Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 15-18, Institut "Jožef Stefan", Ljubljana, 2020. David Golob, Primož Kocuvan, Jože Ravničan, Janko Petrovčič, Jani Bizjak, Matjaž Gams, Stefan Kalabakov, Gregor Dolanc Detekcija napak na industrijskih izdelkih = Defect detection on industrial products Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 27-31, Institut "Jožef Stefan", Ljubljana, 2020. Argyro Mavrogiorgou, Maroje Sorić, Gregor Jurak, Mitja Luštrek, Anton Gradišek, others CrowdHEALTH : an e-health big data driven platform towards public health policies Inproceedings In: ICT4AWE 2020, 6th Interational Conference on Information and Communication Technology for Aging Well and e-Heath, 2020. Nina Reščič, Marko Jordan, Jasmin de Boer, Ilse Bierhoff, Mitja Luštrek Mobile nutrition monitoring system : qualitative and quantitative monitoring Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 80-83, Institut "Jožef Stefan", Ljubljana, 2020. Andrejaana Andova, Stefano Bromuri, Mitja Luštrek Using Mozilla's DeepSpeech to improve speech emotion recognition Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 7-10, Institut "Jožef Stefan", Ljubljana, 2020. Erik Dovgan, Bogdan Filipič Semantic feature selection for AI-based estimation of operation durations in individualized tool manufacturing Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 19-22, Institut "Jožef Stefan", Ljubljana, 2020. Junoš Lukan, Marko Katrašnik, Larissa Bolliger, Els Clays, Mitja Luštrek STRAW application for collecting context data and ecological momentary assessment Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 63-67, Institut "Jožef Stefan", Ljubljana, 2020. Andraž Levstek, Darja Silan, Aljoša Vodopija Analiza glasu kot diagnostična metoda za odkrivanje Parkinsonove bolezni = Speech anlysis as a diagnostic method for the detection of Parkinson's disease Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 59-62, Institut "Jožef Stefan", Ljubljana, 2020. Ivana Kiprijanovska, Jani Bizjak, Matjaž Gams Fall detection and remote monitoring of elderly people using a safety watch Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 39-42, Institut "Jožef Stefan", Ljubljana, 2020. Primož Kocuvan, Jani Bizjak, Stefan Kalabakov, Matjaž Gams Avtomatska detekcija obrabe posnemalnih igel = Automatic wear detection of broaches Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 51-54, Institut "Jožef Stefan", Ljubljana, 2020. Ivana Kiprijanovska, Hristijan Gjoreski, Matjaž Gams Abnormal gait detection using wrist-worn inertial sensors Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 47-50, Institut "Jožef Stefan", Ljubljana, 2020. Aljoša Vodopija, Vito Janko, Mitja Luštrek, Bogdan Filipič Constrained multiobjective optimization for the design of energy-efficient context recognition systems Inproceedings In: Bogdan Filipič, Edmondo Minisci, Massimiliano Vasile (Ed.): Bioinspired optimization methods and their applications : 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19-20, 2020, pp. str. 308-320, Springer, Cham, 2020. Jernej Zupančič, Borut Budna, Miha Mlakar, Maj Smerkol Smart issue retrieval application Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 112-115, Institut "Jožef Stefan", Ljubljana, 2020. Ivana Kiprijanovska, Jani Bizjak, Samo Gazvoda, Matjaž Gams Machine vision system for quality control in manufacturing lines Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 43-46, Institut "Jožef Stefan", Ljubljana, 2020. Stefan Kalabakov, Simon Stankoski, Nina Reščič, Ivana Kiprijanovska, Andrejaana Andova, Clement Picard, Vito Janko, Martin Gjoreski, Mitja Luštrek Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning Inproceedings In: UbiComp/ISWC '20 adjunct : proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers : September 12-17, 2020 : September 12-17, 2020, pp. str. 323-328, ACM = The Association for Computing Machinery, New York, New York, 2020. BibTeX | Links: Martin Gjoreski, Vladimir Kuzmanovski, Marko Bohanec Generating alternatives for DEX models using Bayesian optimization Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 23-26, Institut "Jožef Stefan", Ljubljana, 2020. Tine Kolenik, Matjaž Gams Povečevanje enakosti (oskrbe duševnega zdravja) s prepričljivo tehnologijo = Increasing equality (in mental health care) with persuasive technology Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 55-58, Institut "Jožef Stefan", Ljubljana, 2020. Nina Reščič, Tome Eftimov, Barbara Koroušić-Seljak Comparison of feature selection algorithms for minimization of target specific FFQs Inproceedings In: 2020 IEEE International Conference on Big Data (Big Data), Atlanta, Gergia, USA : 10-13 Dec. 2020, pp. str. 3592-3595, IEEE = Institute of Electrical and Electronics Engineers, Danvers, 2020. BibTeX | Links: Tine Kolenik, Martin Gjoreski, Matjaž Gams PerMEASS - personal mental health virtual assistantwith novel ambient intelligence integration Inproceedings In: Ester Zumpano (Ed.): Proceedings of the First International AAI4H - Advances in Artificial Intelligence for Healthcare Workshop co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, September 4, 2020, pp. str. 8-12, CEUR-WS, [S. l.], 2020. Tine Kolenik, Martin Gjoreski, Matjaž Gams Designing an intelligent cognitive assistant as persuasive technology for stress, anxiety and depression relief Inproceedings In: Mette Skov (Ed.): PERSUASIVE-ADJ 2020 adjunct proceedings, CEUR-WS, [S. l.], 2020. Carlo De Masi, F. Vincenzo, F. Matteucci, G. Rosani, F. La Barbera, A. Pasquali, E. Spitoni Is the IMF in ellipticals bottom-heavy? : Clues from their chemical abundances Journal Article In: Monthly notices of the royal astronomical society, vol. vol. 483, no. no. 2, pp. str. 2217-2235, 2019. BibTeX | Links: Dimosthenis Kyriazis, Gregor Jurak, Mitja Luštrek, Dalibor Stanimirović, Gregor Starc, others The CrowdHEALTH project and the Hollistic Health Records : collective wisdom driving public health policies Journal Article In: Acta informatica medica, vol. vol. 27, no. no. 5, pp. str. 369-373, 2019. BibTeX | Links: Andrejaana Andova, Clarissa P. C. Gomes, Mitja Luštrek, Behalf EU-CardioRNA COST Action (CA17129) Catalyzing transcriptomics research in cardiovascular disease : the CardioRNA COST action CA17129 Journal Article In: Non-coding RNA, vol. vol. 5, no. no 2, pp. str. 31-1-31-13, 2019. BibTeX | Links: Lidija Strojnik, Matej Stopar, Emil Zlatić, Doris Kokalj, Mateja Naglič Gril, Bernard Ženko, Martin Žnidaršič, Marko Bohanec, Biljana Mileva Boshkoska, Mitja Luštrek, Anton Gradišek, Doris Potočnik, Nives Ogrinc Authentication of key aroma compounds in apple using stable isotope approach Journal Article In: Food chemistry, no. vol. 277, pp. str. 766-773, 2019. BibTeX | Links: Gašper Slapničar, Nejc Mlakar, Mitja Luštrek Blood pressure estimation from photoplethysmogram using a spectrotemporal deep neural network Journal Article In: Sensors, vol. vol. 19, no. no. 15, pp. str. 3420-1- 3420-17, 2019. BibTeX | Links: Vito Janko Adapting sensor settings for energy-efficient context recognition : doctoral dissertation = Prilagajanje senzorskih nastavitev za energijsko učinkovito prepoznavanje konteksta : doktorska disertacija Book [V. Janko], Ljubljana, 2019. Vito Janko, Martin Gjoreski, Gašper Slapničar, Miha Mlakar, Nina Reščič, Jani Bizjak, Vid Drobnič, Matej Marinko, Nejc Mlakar, Matjaž Gams, Mitja Luštrek Winning the Sussex-Huawei locomotion-transportation recognition challenge Incollection In: Nobuo Kawaguchi (Ed.): Human activity sensing : corpus and applications, pp. str. 233-250, Springer, Cham, 2019. Erik Dovgan, Mitja Luštrek Fitness-based student clustering combining clustering algorithms and dimensionality reduction Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 45-48, Institut "Jožef Stefan", Ljubljana, 2019. Martin Gjoreski, Anton Gradišek, Borut Budna, Gregor Poglajen Analiza značilk za napovedovanje poslabšanja kroničnega srčnega popuščanja = Feature analysis for detecting different chronic heart failure stages Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 9-12, Institut "Jožef Stefan", Ljubljana, 2019. Parisis Gallos, Gregor Jurak, Mitja Luštrek, Dalibor Stanimirović, others CrowdHEALTH : big data analytics and holistic health records Inproceedings In: Amnon Shabo (Ed.): ICT for Health Science Research : STC 2019 : proceedings of the EFMI 2019 special topic conference, 7-10 April 2019, Hanover, Germany, pp. str. 255-256, IOS Press, Amsterdam, Berlin, Washington, 2019. BibTeX | Links: Matej Cigale, Mitja Luštrek Multiple knowledge categorising behavioural states and communication attempts in people with profound intellectual and multiple disabilities Inproceedings In: Emilio Calvanese Strinati (Ed.): Joint Proceeding of the Poster and Workshop Sessions of AmI-2019 : the 2019 European Conference on Ambient Intelligence Rome, Italy, November 13-15, 2019, pp. 8 str., CEUR-WS, [S. l.], 2019. Martin Gjoreski, Stefan Kalabakov, Mitja Luštrek, Matjaž Gams, Hristijan Gjoreski Cross-dataset deep transfer learning for activity recognition Inproceedings In: UbiComp/ISWC '19 adjunct, pp. str. 714-718, Association for Computing Machinery, [S. l.], 2019. BibTeX | Links: Erik Dovgan, Bojan Leskošek, Gregor Jurak, Gregor Starc, Maroje Sorić, Mitja Luštrek Enhancing BMI-based student clusteringby considering fitness as key attribute Inproceedings In: Petra Kralj Novak, Tomislav Šmuc, Sašo Džeroski (Ed.): Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, : proceedings, pp. str. 155-165, Springer, Cham, 2019. Tine Kolenik, Martin Gjoreski, Matjaž Gams Designing an intelligent cognitive assistant for behavior change in mental health Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 69-72, Institut "Jožef Stefan", Ljubljana, 2019. Aljoša Vodopija, Bogdan Filipič CmoPy: Constrained Multiobjective optimization in Python Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 65-68, Institut "Jožef Stefan", Ljubljana, 2019. Michał Kosiedowski, Mitja Luštrek, Matej Cigale, Erik Dovgan, Gašper Slapničar, others On applying ambient intelligence to assist people with profound intellectual and multiple disabilities Inproceedings In: Intelligent systems and applications : proceedings of the 2019 Intelligent Systems Conference (IntelliSys), [September 5-6, 2019, London, UK]. Volume 2, pp. str. 895-914, Springer, Cham, 2019. BibTeX | Links: Vito Janko, Martin Gjoreski, Carlo De Masi, Nina Reščič, Mitja Luštrek, Matjaž Gams Cross-location transfer learning for the sussex-huawei locomotion recognition challenge Inproceedings In: UbiComp/ISWC '19 adjunct, pp. str. 730-735, Association for Computing Machinery, [S. l.], 2019. BibTeX | Links: Gašper Slapničar, Erik Dovgan, Pia Čuk, Mitja Luštrek Contact-free monitoring of physiological parameters in people with profound intellectual and multiple disabilities Inproceedings In: 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 0ctober 27 - November 2, 2019, Seoul, Korea, pp. str. 1664-1672, IEEE = Institute of Electrical and Electronics Engineers, Los Alamitos, 2019. Vito Janko, Mitja Luštrek Cost-sensitive trees for energy-efficient context recognition Inproceedings In: 15th International Conference on Intelligent Environments, IE'19, June 24-27, 2019, Rabat Morocco, pp. 4 str., 2019. Jakob Valič, Miha Mlakar, Borut Budna, Mitja Luštrek Predictive modelling of feeling of health for congestiveheart failure patients Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 25-28, Institut "Jožef Stefan", Ljubljana, 2019. Tea Tušar, Vanessa Volz, Dimo Brockhoff, Nikolaus Hansen Handling real-world problems within the COCO platform Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 37-40, Institut "Jožef Stefan", Ljubljana, 2019. Mitja Luštrek, Benjamin Fele, Nina Reščič, Vito Janko Counting bites with a smart watch Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 49-52, Institut "Jožef Stefan", Ljubljana, 2019. Jernej Zupančič, Gregor Grasselli, Matjaž Gams Austrian-Slovenian intelligent tourist-information Center Platform Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 53-56, Institut "Jožef Stefan", Ljubljana, 2019. Marko Katrašnik, Junoš Lukan, Mitja Luštrek, Vitomir Štruc Razvoj postopka diarizacije govorcev z algoritmi strojnega učenja Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 57-60, Institut "Jožef Stefan", Ljubljana, 2019. Andrejaana Andova, Mitja Luštrek Five attempts at cross-dataset speech emotion recognition Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 81-84, Institut "Jožef Stefan", Ljubljana, 2019. David Golob, Matjaž Gams, Aleš Tavčar EkoSmart asistent za iskanje po integracijski platformi Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 17-20, Institut "Jožef Stefan", Ljubljana, 2019. Carlo De Masi, Mitja Luštrek Object detection overview Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 13-16, Institut "Jožef Stefan", Ljubljana, 2019. Nina Reščič, Eva Valenčič, Enej Mlinarič, Barbara Koroušić-Seljak, Mitja Luštrek Mobile nutrition monitoring for well-being Inproceedings In: UbiComp/ISWC '19 adjunct, pp. str. 1194-1197, Association for Computing Machinery, [S. l.], 2019. BibTeX | Links: 2020
Conference Papers
@inproceedings{COBISS.SI-ID:21330435,
title = {Real-time eating detection using a smartwatch},
author = {Simon Stankoski and Nina Reščič and Grega Mežič and Mitja Luštrek},
year = {2020},
date = {2020-01-01},
booktitle = {International Conference on Embedded Wireless Systems and Networks (EWSN) 2020 : proceedings : 17-19 Februar 2020, Lyon, France},
pages = {str. 247-252},
publisher = {ACM = Association for Computing Machinery},
address = {[S. l.]},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34235139,
title = {Deep transfer learning for the detection of imperfections on metallic surfaces},
author = {Stefan Kalabakov and Primož Kocuvan and Jani Bizjak and Samo Gazvoda and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 35-38},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34224131,
title = {Drinking detection from videos in a home environment},
author = {Carlo De Masi and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 15-18},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34230787,
title = {Detekcija napak na industrijskih izdelkih = Defect detection on industrial products},
author = {David Golob and Primož Kocuvan and Jože Ravničan and Janko Petrovčič and Jani Bizjak and Matjaž Gams and Stefan Kalabakov and Gregor Dolanc},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 27-31},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:15144451,
title = {CrowdHEALTH : an e-health big data driven platform towards public health policies},
author = {Argyro Mavrogiorgou and Maroje Sorić and Gregor Jurak and Mitja Luštrek and Anton Gradišek and others},
year = {2020},
date = {2020-01-01},
booktitle = {ICT4AWE 2020, 6th Interational Conference on Information and Communication Technology for Aging Well and e-Heath},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34400003,
title = {Mobile nutrition monitoring system : qualitative and quantitative monitoring},
author = {Nina Reščič and Marko Jordan and Jasmin de Boer and Ilse Bierhoff and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 80-83},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34222339,
title = {Using Mozilla's DeepSpeech to improve speech emotion recognition},
author = {Andrejaana Andova and Stefano Bromuri and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 7-10},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34225667,
title = {Semantic feature selection for AI-based estimation of operation durations in individualized tool manufacturing},
author = {Erik Dovgan and Bogdan Filipič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 19-22},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34340867,
title = {STRAW application for collecting context data and ecological momentary assessment},
author = {Junoš Lukan and Marko Katrašnik and Larissa Bolliger and Els Clays and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 63-67},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34339075,
title = {Analiza glasu kot diagnostična metoda za odkrivanje Parkinsonove bolezni = Speech anlysis as a diagnostic method for the detection of Parkinson's disease},
author = {Andraž Levstek and Darja Silan and Aljoša Vodopija},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 59-62},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34236419,
title = {Fall detection and remote monitoring of elderly people using a safety watch},
author = {Ivana Kiprijanovska and Jani Bizjak and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 39-42},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34334979,
title = {Avtomatska detekcija obrabe posnemalnih igel = Automatic wear detection of broaches},
author = {Primož Kocuvan and Jani Bizjak and Stefan Kalabakov and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 51-54},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34333699,
title = {Abnormal gait detection using wrist-worn inertial sensors},
author = {Ivana Kiprijanovska and Hristijan Gjoreski and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 47-50},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:39207171,
title = {Constrained multiobjective optimization for the design of energy-efficient context recognition systems},
author = {Aljoša Vodopija and Vito Janko and Mitja Luštrek and Bogdan Filipič},
editor = {Bogdan Filipič and Edmondo Minisci and Massimiliano Vasile},
year = {2020},
date = {2020-01-01},
booktitle = {Bioinspired optimization methods and their applications : 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19-20, 2020},
volume = {lncs 12438},
pages = {str. 308-320},
publisher = {Springer},
address = {Cham},
series = {Lecture notes in computer science, LNCS 12438},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34409219,
title = {Smart issue retrieval application},
author = {Jernej Zupančič and Borut Budna and Miha Mlakar and Maj Smerkol},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 112-115},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34332931,
title = {Machine vision system for quality control in manufacturing lines},
author = {Ivana Kiprijanovska and Jani Bizjak and Samo Gazvoda and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 43-46},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:33234435,
title = {Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning},
author = {Stefan Kalabakov and Simon Stankoski and Nina Reščič and Ivana Kiprijanovska and Andrejaana Andova and Clement Picard and Vito Janko and Martin Gjoreski and Mitja Luštrek},
doi = {10.1145/3410530.3414848},
year = {2020},
date = {2020-01-01},
booktitle = {UbiComp/ISWC '20 adjunct : proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers : September 12-17, 2020 : September 12-17, 2020},
pages = {str. 323-328},
publisher = {ACM = The Association for Computing Machinery},
address = {New York, New York},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34227715,
title = {Generating alternatives for DEX models using Bayesian optimization},
author = {Martin Gjoreski and Vladimir Kuzmanovski and Marko Bohanec},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 23-26},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34336515,
title = {Povečevanje enakosti (oskrbe duševnega zdravja) s prepričljivo tehnologijo = Increasing equality (in mental health care) with persuasive technology},
author = {Tine Kolenik and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A},
pages = {str. 55-58},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:56635139,
title = {Comparison of feature selection algorithms for minimization of target specific FFQs},
author = {Nina Reščič and Tome Eftimov and Barbara Koroušić-Seljak},
doi = {10.1109/Bigdata50022.2020.9378246},
year = {2020},
date = {2020-01-01},
booktitle = {2020 IEEE International Conference on Big Data (Big Data), Atlanta, Gergia, USA : 10-13 Dec. 2020},
pages = {str. 3592-3595},
publisher = {IEEE = Institute of Electrical and Electronics Engineers},
address = {Danvers},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:55290627,
title = {PerMEASS - personal mental health virtual assistantwith novel ambient intelligence integration},
author = {Tine Kolenik and Martin Gjoreski and Matjaž Gams},
editor = {Ester Zumpano},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the First International AAI4H - Advances in Artificial Intelligence for Healthcare Workshop co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, September 4, 2020},
volume = {vol. 2820},
pages = {str. 8-12},
publisher = {CEUR-WS},
address = {[S. l.]},
series = {CEUR workshop proceedings, Vol. 2820},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:21775107,
title = {Designing an intelligent cognitive assistant as persuasive technology for stress, anxiety and depression relief},
author = {Tine Kolenik and Martin Gjoreski and Matjaž Gams},
editor = {Mette Skov},
year = {2020},
date = {2020-01-01},
booktitle = {PERSUASIVE-ADJ 2020 adjunct proceedings},
publisher = {CEUR-WS},
address = {[S. l.]},
series = {CEUR workshop proceedings, vol. 2629},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2019
Journal Articles
@article{COBISS.SI-ID:18514947,
title = {Is the IMF in ellipticals bottom-heavy? : Clues from their chemical abundances},
author = {Carlo De Masi and F. Vincenzo and F. Matteucci and G. Rosani and F. La Barbera and A. Pasquali and E. Spitoni},
doi = {10.1093/mnras/sty3127},
year = {2019},
date = {2019-01-01},
journal = {Monthly notices of the royal astronomical society},
volume = {vol. 483},
number = {no. 2},
pages = {str. 2217-2235},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:33225987,
title = {The CrowdHEALTH project and the Hollistic Health Records : collective wisdom driving public health policies},
author = {Dimosthenis Kyriazis and Gregor Jurak and Mitja Luštrek and Dalibor Stanimirović and Gregor Starc and others},
doi = {10.5455/aim.2019.27.369-373},
year = {2019},
date = {2019-01-01},
journal = {Acta informatica medica},
volume = {vol. 27},
number = {no. 5},
pages = {str. 369-373},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:32249895,
title = {Catalyzing transcriptomics research in cardiovascular disease : the CardioRNA COST action CA17129},
author = {Andrejaana Andova and Clarissa P. C. Gomes and Mitja Luštrek and Behalf EU-CardioRNA COST Action (CA17129)},
doi = {10.3390/ncrna5020031},
year = {2019},
date = {2019-01-01},
journal = {Non-coding RNA},
volume = {vol. 5},
number = {no 2},
pages = {str. 31-1-31-13},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31834663,
title = {Authentication of key aroma compounds in apple using stable isotope approach},
author = {Lidija Strojnik and Matej Stopar and Emil Zlatić and Doris Kokalj and Mateja Naglič Gril and Bernard Ženko and Martin Žnidaršič and Marko Bohanec and Biljana Mileva Boshkoska and Mitja Luštrek and Anton Gradišek and Doris Potočnik and Nives Ogrinc},
doi = {10.1016/j.foodchem.2018.10.140},
year = {2019},
date = {2019-01-01},
journal = {Food chemistry},
number = {vol. 277},
pages = {str. 766-773},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:32569127,
title = {Blood pressure estimation from photoplethysmogram using a spectrotemporal deep neural network},
author = {Gašper Slapničar and Nejc Mlakar and Mitja Luštrek},
doi = {10.3390/s19153420},
year = {2019},
date = {2019-01-01},
journal = {Sensors},
volume = {vol. 19},
number = {no. 15},
pages = {str. 3420-1- 3420-17},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Books
@book{COBISS.SI-ID:27015171,
title = {Adapting sensor settings for energy-efficient context recognition : doctoral dissertation = Prilagajanje senzorskih nastavitev za energijsko učinkovito prepoznavanje konteksta : doktorska disertacija},
author = {Vito Janko},
year = {2019},
date = {2019-01-01},
publisher = {[V. Janko]},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
Book Chapters
@incollection{COBISS.SI-ID:32749863,
title = {Winning the Sussex-Huawei locomotion-transportation recognition challenge},
author = {Vito Janko and Martin Gjoreski and Gašper Slapničar and Miha Mlakar and Nina Reščič and Jani Bizjak and Vid Drobnič and Matej Marinko and Nejc Mlakar and Matjaž Gams and Mitja Luštrek},
editor = {Nobuo Kawaguchi},
year = {2019},
date = {2019-01-01},
booktitle = {Human activity sensing : corpus and applications},
pages = {str. 233-250},
publisher = {Springer},
address = {Cham},
series = {Springer series in adaptive environments},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
Conference Papers
@inproceedings{COBISS.SI-ID:32845607,
title = {Fitness-based student clustering combining clustering algorithms and dimensionality reduction},
author = {Erik Dovgan and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
pages = {str. 45-48},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32843559,
title = {Analiza značilk za napovedovanje poslabšanja kroničnega srčnega popuščanja = Feature analysis for detecting different chronic heart failure stages},
author = {Martin Gjoreski and Anton Gradišek and Borut Budna and Gregor Poglajen},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
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@inproceedings{COBISS.SI-ID:4536037,
title = {CrowdHEALTH : big data analytics and holistic health records},
author = {Parisis Gallos and Gregor Jurak and Mitja Luštrek and Dalibor Stanimirović and others},
editor = {Amnon Shabo},
doi = {10.3233/978-1-61499-959-1-255},
year = {2019},
date = {2019-01-01},
booktitle = {ICT for Health Science Research : STC 2019 : proceedings of the EFMI 2019 special topic conference, 7-10 April 2019, Hanover, Germany},
pages = {str. 255-256},
publisher = {IOS Press},
address = {Amsterdam, Berlin, Washington},
series = {Studies in health technology and informatics (Online), vol. 258},
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@inproceedings{COBISS.SI-ID:33224963,
title = {Multiple knowledge categorising behavioural states and communication attempts in people with profound intellectual and multiple disabilities},
author = {Matej Cigale and Mitja Luštrek},
editor = {Emilio Calvanese Strinati},
year = {2019},
date = {2019-01-01},
booktitle = {Joint Proceeding of the Poster and Workshop Sessions of AmI-2019 : the 2019 European Conference on Ambient Intelligence Rome, Italy, November 13-15, 2019},
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publisher = {CEUR-WS},
address = {[S. l.]},
series = {CEUR workshop proceedings, Vol. 2492},
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@inproceedings{COBISS.SI-ID:32728103,
title = {Cross-dataset deep transfer learning for activity recognition},
author = {Martin Gjoreski and Stefan Kalabakov and Mitja Luštrek and Matjaž Gams and Hristijan Gjoreski},
doi = {10.1145/3341162.3344865},
year = {2019},
date = {2019-01-01},
booktitle = {UbiComp/ISWC '19 adjunct},
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address = {[S. l.]},
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@inproceedings{COBISS.SI-ID:32806183,
title = {Enhancing BMI-based student clusteringby considering fitness as key attribute},
author = {Erik Dovgan and Bojan Leskošek and Gregor Jurak and Gregor Starc and Maroje Sorić and Mitja Luštrek},
editor = {Petra Kralj Novak and Tomislav Šmuc and Sašo Džeroski},
year = {2019},
date = {2019-01-01},
booktitle = {Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, : proceedings},
volume = {lncs 11828},
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@inproceedings{COBISS.SI-ID:32848679,
title = {Designing an intelligent cognitive assistant for behavior change in mental health},
author = {Tine Kolenik and Martin Gjoreski and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
pages = {str. 69-72},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
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@inproceedings{COBISS.SI-ID:32848423,
title = {CmoPy: Constrained Multiobjective optimization in Python},
author = {Aljoša Vodopija and Bogdan Filipič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
pages = {str. 65-68},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
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@inproceedings{COBISS.SI-ID:32628007,
title = {On applying ambient intelligence to assist people with profound intellectual and multiple disabilities},
author = {Michał Kosiedowski and Mitja Luštrek and Matej Cigale and Erik Dovgan and Gašper Slapničar and others},
doi = {10.1007/978-3-030-29513-4_66},
year = {2019},
date = {2019-01-01},
booktitle = {Intelligent systems and applications : proceedings of the 2019 Intelligent Systems Conference (IntelliSys), [September 5-6, 2019, London, UK]. Volume 2},
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publisher = {Springer},
address = {Cham},
series = {Advances in intelligent systems and computing, vol. 1037},
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@inproceedings{COBISS.SI-ID:32713255,
title = {Cross-location transfer learning for the sussex-huawei locomotion recognition challenge},
author = {Vito Janko and Martin Gjoreski and Carlo De Masi and Nina Reščič and Mitja Luštrek and Matjaž Gams},
doi = {10.1145/3341162.3344856},
year = {2019},
date = {2019-01-01},
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pages = {str. 730-735},
publisher = {Association for Computing Machinery},
address = {[S. l.]},
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@inproceedings{COBISS.SI-ID:33301031,
title = {Contact-free monitoring of physiological parameters in people with profound intellectual and multiple disabilities},
author = {Gašper Slapničar and Erik Dovgan and Pia Čuk and Mitja Luštrek},
year = {2019},
date = {2019-01-01},
booktitle = {2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 0ctober 27 - November 2, 2019, Seoul, Korea},
pages = {str. 1664-1672},
publisher = {IEEE = Institute of Electrical and Electronics Engineers},
address = {Los Alamitos},
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@inproceedings{COBISS.SI-ID:32816935,
title = {Cost-sensitive trees for energy-efficient context recognition},
author = {Vito Janko and Mitja Luštrek},
year = {2019},
date = {2019-01-01},
booktitle = {15th International Conference on Intelligent Environments, IE'19, June 24-27, 2019, Rabat Morocco},
pages = {4 str.},
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@inproceedings{COBISS.SI-ID:32844583,
title = {Predictive modelling of feeling of health for congestiveheart failure patients},
author = {Jakob Valič and Miha Mlakar and Borut Budna and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
pages = {str. 25-28},
publisher = {Institut "Jožef Stefan"},
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series = {Informacijska družba},
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@inproceedings{COBISS.SI-ID:32845351,
title = {Handling real-world problems within the COCO platform},
author = {Tea Tušar and Vanessa Volz and Dimo Brockhoff and Nikolaus Hansen},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
pages = {str. 37-40},
publisher = {Institut "Jožef Stefan"},
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series = {Informacijska družba},
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@inproceedings{COBISS.SI-ID:32845863,
title = {Counting bites with a smart watch},
author = {Mitja Luštrek and Benjamin Fele and Nina Reščič and Vito Janko},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
pages = {str. 49-52},
publisher = {Institut "Jožef Stefan"},
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series = {Informacijska družba},
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@inproceedings{COBISS.SI-ID:32846119,
title = {Austrian-Slovenian intelligent tourist-information Center Platform},
author = {Jernej Zupančič and Gregor Grasselli and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
pages = {str. 53-56},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
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@inproceedings{COBISS.SI-ID:32846375,
title = {Razvoj postopka diarizacije govorcev z algoritmi strojnega učenja},
author = {Marko Katrašnik and Junoš Lukan and Mitja Luštrek and Vitomir Štruc},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
pages = {str. 57-60},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
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@inproceedings{COBISS.SI-ID:20823043,
title = {Five attempts at cross-dataset speech emotion recognition},
author = {Andrejaana Andova and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
pages = {str. 81-84},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
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@inproceedings{COBISS.SI-ID:32844071,
title = {EkoSmart asistent za iskanje po integracijski platformi},
author = {David Golob and Matjaž Gams and Aleš Tavčar},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
pages = {str. 17-20},
publisher = {Institut "Jožef Stefan"},
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series = {Informacijska družba},
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@inproceedings{COBISS.SI-ID:32843815,
title = {Object detection overview},
author = {Carlo De Masi and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
pages = {str. 13-16},
publisher = {Institut "Jožef Stefan"},
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series = {Informacijska družba},
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@inproceedings{COBISS.SI-ID:32697127,
title = {Mobile nutrition monitoring for well-being},
author = {Nina Reščič and Eva Valenčič and Enej Mlinarič and Barbara Koroušić-Seljak and Mitja Luštrek},
doi = {10.1145/3341162.3347076},
year = {2019},
date = {2019-01-01},
booktitle = {UbiComp/ISWC '19 adjunct},
pages = {str. 1194-1197},
publisher = {Association for Computing Machinery},
address = {[S. l.]},
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Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968