TRUST-ME
G. Slapničar, Z. Anžur, M. Luštrek Recent developments in sensing technology (e.g., video- and audio-based and wearable sensors) and advanced...
Ambient intelligence aims at increasing the quality of life by introducing the technology into our everyday environment in a way that places minimal burden on the user. Due to the rapid aging of the population, care for the elderly and telemedicine are among the area’s main goals, but applications for the general population, such as smart buildings, are also important. A prerequisite for ambient intelligence is understanding the user’s situation and needs, which we address by analyzing human behavior using various sensors. We work with many sensor types, but have particularly extensive experience with:
We work on a wide range of ambient intelligence tasks, for example:
G. Slapničar, Z. Anžur, M. Luštrek Recent developments in sensing technology (e.g., video- and audio-based and wearable sensors) and advanced...
M. Luštrek, M. Jordan, N. Reščič, M. F. Martinšek The overall goal of the SmartCHANGE project is to develop trustworthy,...
M. Luštrek There are around 88 million tonnes of food wasted each year in the European Union. The Waste Quantification...
V. Janko, M. Gams, B. Filipič, T. Šef, M. Luštrek, T. Tušar, A. Gradišek, E. Dovgan, M. Mlakar, J. Krivec,...
M. Luštrek, J. Valič, V. Janko COVIRNA – a patient-centred Innovation Action aiming to generate a diagnostic tool to identify...
M. Luštrek, N. Reščič The WideHealth Project (Widening Research on Pervasive eHealth) will enable research exchanges and training activities on the...
M. Luštrek, C. M. DeMasi The CoachMyLife project (AAL Call 2018) Short description, main aims and objectives of the project:...
M. Luštrek, V. Janko SI4CARE: Social Innovation for integrated health CARE of ageing population in ADRION Regions Programme: INTERREG V-B Adriatic-Ionian...
M. Luštrek, N. Reščič WellCo (Horizon2020 project) Short description, main aims and objectives of the project: Aim of the project...
M. Luštrek, J. Lukan STRAW: Disentangling the sources and context of day-to-day STRess At Work Short description, main aims and...
Zoja had a presentation about her visit to the Summer School – Bumblekite (MLSS).
Zoja and Gašper had a presentation about Trust-ME project. ppt
Our department is a partner in the WideHealth project, which is providing training and networking opportunities on pervasive health. We...
M. Luštrek Dr. Mitja Luštrek was the general organizer and coordinator of all the workshops taking place as part of...
M. Luštrek, N. Reščič, V. Janko We organized a winter school as part of the WideHealth project, which hosted a...
M. Luštrek Dr. Mitja Luštrek co-organized a workshop on on-body sensor networks as part of the well-established UbiComp conference. https://ubicomp.eti.uni-siegen.de/workshop/obsn2020/
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. 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. 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. 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: Matej Cigale, Gašper Slapničar, Mitja Luštrek Categorising behavioural states of people with profoundintellectual and multiple disabilities 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. 29-32, Institut "Jožef Stefan", Ljubljana, 2019. Primož Kocuvan, Aleš Tavčar, Gregor Grasselli, Matjaž Gams Virtual assistant aggregator for the project electronic and mobile 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. 21-24, Institut "Jožef Stefan", Ljubljana, 2019. Tomaž Šef, Miro Romih, Jerneja Žganec Gros Izdelava govorne zbirke za sintezo slovenskega govora = Development of a speech corpus for Slovenian text-to-speech synthesis 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. 33-36, Institut "Jožef Stefan", Ljubljana, 2019. Martin Gjoreski, Stefan Kochev, Nina Reščič, Matej Gregorič, Tome Eftimov, Barbara Koroušić-Seljak Exploring dietary intake data collected by FPQ using unsupervised learning Inproceedings In: 2019 IEEE International Conference on Big Data, Dec. 9 - Dec. 12, 2019, Los Angeles, CA, USA : proceedings, pp. str. 5126-5130, IEEE = Institute of Electrical and Electronics Engineers, Los Alamitos, 2019. Timotej Knez, Martin Gjoreski, Veljko Pejović Analiza vpliva težavnosti računalniške igre na izmerjenevrednosti fizioloških signalov Inproceedings In: Bojan Blažica, Klen Čopič Pucihar, Matjaž Kljun, Ines Kožuh, Jure Žabkar (Ed.): Interakcija človek-računalnik v informacijski družbi : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 9. oktober 2019 : zvezek H = Human-Computer Interaction in Information Society : proceedings of the 22nd International Multiconference Information Society - IS 2019, 9 October, 2019, Ljubljana, Slovenia : volume H, pp. str. 5-8, Institut "Jožef Stefan", Ljubljana, 2019. Martin Gjoreski, Anton Gradišek, Borut Budna, Matjaž Gams, Gregor Poglajen Toward early detection and monitoring of chronic heart failure using heart sounds Inproceedings In: Andrés Muñoz (Ed.): Intelligent environments 2019 : workshop proceedings of the 15th International Conference on Intelligent Environments in conjunction with the 15th International Conference on Intelligent Environments (IE19), Rabat, Morocco, 24-27 June 2019, pp. str. 336-343, IOS Press, Amsterdam, 2019. Uroš Zavrtanik, Junoš Lukan, Remy Loris, Jurij Lah, San Hadži Structural basis of epitope recognition by heavy-chain camelid antibodies Journal Article In: Journal of molecular biology, vol. vol. 430, no. iss. 21, pp. str. 4369-4386, 2018. BibTeX | Links: 2020
Conference Papers
@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: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}
}
@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}
}
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},
pages = {str. 9-12},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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},
pages = {8 str.},
publisher = {CEUR-WS},
address = {[S. l.]},
series = {CEUR workshop proceedings, Vol. 2492},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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},
pages = {str. 714-718},
publisher = {Association for Computing Machinery},
address = {[S. l.]},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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},
pages = {str. 155-165},
publisher = {Springer},
address = {Cham},
series = {Lecture notes in computer science, Lecture notes in artificial intelligence, 11828},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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},
pages = {str. 895-914},
publisher = {Springer},
address = {Cham},
series = {Advances in intelligent systems and computing, vol. 1037},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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},
booktitle = {UbiComp/ISWC '19 adjunct},
pages = {str. 730-735},
publisher = {Association for Computing Machinery},
address = {[S. l.]},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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 = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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 = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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.]},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32844839,
title = {Categorising behavioural states of people with profoundintellectual and multiple disabilities},
author = {Matej Cigale and Gašper Slapničar 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. 29-32},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32844327,
title = {Virtual assistant aggregator for the project electronic and mobile health},
author = {Primož Kocuvan and Aleš Tavčar 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. 21-24},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32845095,
title = {Izdelava govorne zbirke za sintezo slovenskega govora = Development of a speech corpus for Slovenian text-to-speech synthesis},
author = {Tomaž Šef and Miro Romih and Jerneja Žganec Gros},
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. 33-36},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:33220903,
title = {Exploring dietary intake data collected by FPQ using unsupervised learning},
author = {Martin Gjoreski and Stefan Kochev and Nina Reščič and Matej Gregorič and Tome Eftimov and Barbara Koroušić-Seljak},
year = {2019},
date = {2019-01-01},
booktitle = {2019 IEEE International Conference on Big Data, Dec. 9 - Dec. 12, 2019, Los Angeles, CA, USA : proceedings},
pages = {str. 5126-5130},
publisher = {IEEE = Institute of Electrical and Electronics Engineers},
address = {Los Alamitos},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32881959,
title = {Analiza vpliva težavnosti računalniške igre na izmerjenevrednosti fizioloških signalov},
author = {Timotej Knez and Martin Gjoreski and Veljko Pejović},
editor = {Bojan Blažica and Klen Čopič Pucihar and Matjaž Kljun and Ines Kožuh and Jure Žabkar},
year = {2019},
date = {2019-01-01},
booktitle = {Interakcija človek-računalnik v informacijski družbi : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 9. oktober 2019 : zvezek H = Human-Computer Interaction in Information Society : proceedings of the 22nd International Multiconference Information Society - IS 2019, 9 October, 2019, Ljubljana, Slovenia : volume H},
pages = {str. 5-8},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32509479,
title = {Toward early detection and monitoring of chronic heart failure using heart sounds},
author = {Martin Gjoreski and Anton Gradišek and Borut Budna and Matjaž Gams and Gregor Poglajen},
editor = {Andrés Muñoz},
year = {2019},
date = {2019-01-01},
booktitle = {Intelligent environments 2019 : workshop proceedings of the 15th International Conference on Intelligent Environments in conjunction with the 15th International Conference on Intelligent Environments (IE19), Rabat, Morocco, 24-27 June 2019},
pages = {str. 336-343},
publisher = {IOS Press},
address = {Amsterdam},
series = {Ambient intelligence and smart environments, 26},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2018
Journal Articles
@article{COBISS.SI-ID:1537950403,
title = {Structural basis of epitope recognition by heavy-chain camelid antibodies},
author = {Uroš Zavrtanik and Junoš Lukan and Remy Loris and Jurij Lah and San Hadži},
doi = {10.1016/j.jmb.2018.09.002},
year = {2018},
date = {2018-01-01},
journal = {Journal of molecular biology},
volume = {vol. 430},
number = {iss. 21},
pages = {str. 4369-4386},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968