VALENCE Project
The department of intelligent systems (E9) continues to work closely with partners regarding the VALENCE (Advancing machine learning in vocational...
In broad sense, an agent is an intelligent, autonomous entity that perceives its environment through sensors and acts upon that environment through actuators. We work on a wide range of topics, for example:
The department of intelligent systems (E9) continues to work closely with partners regarding the VALENCE (Advancing machine learning in vocational...
V. Janko, M. Gams, B. Filipič, T. Šef, M. Luštrek, T. Tušar, A. Gradišek, E. Dovgan, M. Mlakar, J. Krivec,...
M. Gams, E. Dovgan, P. Kocuvan ISE-EMH INSIEME: Electronic and Mobile Health Platform Short description, main aims and objectives of...
M. Gams, A. Gradišek, E. Dovgan, Z. Vuk BATMAN: Biomolecular Analyzes for Tailored Medicine in Acne iNversa Short description, main...
M. Gams, M. Smerkol URBANITE: Supporting the decision-making in urban transformation with the use of disruptive technologies Short description, main...
M. Gams, A. Marinko Short description, main aims and objectives of the project: Intelligent system for total quality control in...
B. Kaluža Adaptive Predictive Analytics and Decisioning Engine in Cloud project Short description, main aims and objectives of the project:...
M. Gams, H. Gjoreski, J. Bizjak IN LIFE – INdependent LIving support Functions for the Elderly-inLIFE Short description, main aims...
M. Gams, A. Tavčar, D. Kužnar eHeritage – Expanding the Research and Innovation Capacity in Cultural Heritage Virtual Reality Applications...
D. Kužnar, M. Gams Metis – System for early detection of learning difficulties Short description, main aims and objectives of...
B. Kaluža, J. Zupančič, D. Kužnar, E. Dovgan, A. Tavčar, M. Gams ACCUS – Adaptive Cooperative Control in Urban (sub)...
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. 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. 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. 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: Matjaž Gams, Irene Yu-Hua Gu, Aki Härmä, Andrés Muñoz, Vincent Tam Artificial intelligence and ambient intelligence Journal Article In: Journal of ambient intelligence and smart environments, vol. vol. 11, no. no. 1, pp. str. 71-86, 2019. BibTeX | Links: Erik Dovgan, Matjaž Gams, Bogdan Filipič A real-time multiobjective optimization algorithm for discovering driving strategies Journal Article In: Transportation science, vol. vol. 53, no. no. 3, pp. str. 695-707, 2019. BibTeX | Links: Matjaž Gams IKT trendi v oskrbi Journal Article In: Kakovostna starost : časopis za socialno gerontologijo in gerontagogiko, vol. vol. 22, no. št. 4, pp. str. 14-26, 2019. Jana Krivec, Tjaša Stepišnik Perdih Comparison of self-perception between Slovenian, Finnish and Lebanese students = Primerjava samozaznave pri slovenskih, finskih in libanonskih študentih in študentkah Journal Article In: Kairos : slovenska revija za psihoterapijo, vol. letn. 13, no. št. 3/4, pp. str. 155-175, 2019. Tomaž Kompara, Igor Gornik, Peter Virtič, Rene Markovič, Miha Mlakar, Matjaž Gams, Danijel Jankovec, Jože Dermol Sistem za krmiljenje pametnega doma z uporabo umetne inteligence : patent SI 25667 A, 2019-12-31 Book Urad Republike Slovenije za intelektualno lastnino, 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. 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. Beno Šircelj, Laura Blatnik Guzelj, Ajda Zavrtanik Drglin, Matjaž Gams Expected human longevity Inproceedings In: Toma Strle, Tine Kolenik, Olga Markič (Ed.): Kognitivna znanost : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek B = Cognitive Science : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume B, pp. str. 61-65, Institut "Jožef Stefan", Ljubljana, 2019. Matjaž Gams Znanstveno o varovanju okolja = Environmentalmovement through scientific approach Inproceedings In: Janez Malačič, Tomaž Ogrin, Matjaž Gams (Ed.): Ljudje in okolje : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 7. oktober 2019 : zvezek F = People and Environment : proceedings of the 22nd International Multiconference Information Society - IS 2019, 7 October, 2019, Ljubljana, Slovenia : volume F, pp. str. 9-13, Institut "Jožef Stefan", Ljubljana, 2019. Tine Kolenik Modelling natural selection to understand evolution of perceptual veridicality and its reaction to sensorimotor embodiment Inproceedings In: Toma Strle, Tine Kolenik, Olga Markič (Ed.): Kognitivna znanost : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek B = Cognitive Science : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume B, pp. str. 21-24, Institut "Jožef Stefan", Ljubljana, 2019. Tine Kolenik, Matjaž Gams The state of the integrated information theory, its boundary cases and the question of "Phi-conscious" AI Inproceedings In: Toma Strle, Tine Kolenik, Olga Markič (Ed.): Kognitivna znanost : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek B = Cognitive Science : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume B, pp. str. 25-29, 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. 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. 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. Karolina Ovijač, Jana Krivec The effects of yoga on quality of life perception Inproceedings In: Vladimir Fomichov, Olga S. Fomichova (Ed.): Kognitonika : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 7.-8. oktober 2019 : zvezek E = International Conference on Cognitonics : proceedings of the 22nd International Multiconference Information Society - IS 2019, 7-8 October, 2019, Ljubljana, Slovenia, pp. str. 45-49, Institut "Jožef Stefan", Ljubljana, 2019. Octavian-Mihai Machidon, Aleš Tavčar Exploring European cultural heritage using conversational agents Inproceedings In: Mihai Duguleanǎ, Marcello A. Carrozzino, Matjaž Gams, Iulian Tanea (Ed.): VR technologies in cultural heritage : First International Conference, VRTCH 2018, Brasov, Romania, May 29-30, 2018 : revised selected papers, pp. str. 184-194, Springer, Cham, 2019. BibTeX | Links: 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. 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. 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. 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. 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. Bojan Cestnik, Tanja Batkovič, Adem Kikaj, Ivan Boškov, Matevž Ogrinc, Maj Smerkol, Aljaž Ostrež, Matej Janežič, Nita Hasani, Boštjan Kaluža, Aleksander Zidanšek, Andreja Abina Expert system for decision support in selection of education Inproceedings In: SDEWES 2019, pp. str. 1052-1-1051-8, SDEWES.ORG, [S. l.], 2019. Matjaž Gams Demografski trendi v svetu in Sloveniji Inproceedings In: Matjaž Gams, Janez Malačič (Ed.): Bela knjiga slovenske demografije : "evropska demografska zima", pp. str. 35-39, Institut "Jožef Stefan", Ljubljana, 2019. Matjaž Gams Zaključki posveta "Kako preprečiti izumiranje slovenskega naroda" Inproceedings In: Matjaž Gams, Janez Malačič (Ed.): Bela knjiga slovenske demografije : "evropska demografska zima", pp. str. 26-31, Institut "Jožef Stefan", Ljubljana, 2019. Matjaž Gams Osnove računalniške etike = Computer science ethics Inproceedings In: Marjan Krisper, Franci Pivec, Matjaž Gams (Ed.): Etika in stroka : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 9. oktober 2019 : zvezek D = Professional Ethics : proceedings of the 22nd International Multiconference Information Society - IS 2019, 9 October, 2019, Ljubljana, Slovenia : volume D, pp. str. 19-22, Institut "Jožef Stefan", Ljubljana, 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. Matjaž Gams Ideje za belo knjigo o varovanju okolja = Proposals for scientific approach to environmental problems Inproceedings In: Janez Malačič, Tomaž Ogrin, Matjaž Gams (Ed.): Ljudje in okolje : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 7. oktober 2019 : zvezek F = People and Environment : proceedings of the 22nd International Multiconference Information Society - IS 2019, 7 October, 2019, Ljubljana, Slovenia : volume F, pp. str. 5-8, 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: Matjaž Gams Umetna inteligenca in zakoni informacijske družbe = Artificial inteligence and information society laws Inproceedings In: Nenad Muškinja, Boris Tovornik (Ed.): Zbornik enajste konference AIG'19 Avtomatizacija v industriji in gospodarstvu, 9. in 10. april 2019, Maribor, Slovenija, pp. str. 1-6, Društvo avtomatikov Slovenije, Maribor, 2019. 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. 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. 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. Jan Jug, Tine Kolenik, André Ofner, Igor Farkas Computational model of enactive visuospatial mental imagery using saccadic perceptual actions Journal Article In: Cognitive systems research, no. vol. 49, pp. str. 157-177, 2018. BibTeX | Links: Martin Gjoreski, Mitja Luštrek, Matjaž Gams, Blagoj Mitrevski An inter-domain study for arousal recognition from physiological signals Journal Article In: Informatica : an international journal of computing and informatics, vol. vol. 42, no. no. 1, pp. str. 61-68, 2018. Aleš Tavčar, Matjaž Gams Surrogate-agent modeling for improved training Journal Article In: Engineering applications of artificial intelligence, vol. vol. 74, pp. str. 280-293, 2018. BibTeX | Links: Miha Mlakar, Paolo Emilio Puddu, Maja Somrak, Silvio Bonfiglio, Mitja Luštrek, On Chiron, HeartMan projects Mining telemonitored physiological data and patient-reported outcomes of congestive heart failure patients Journal Article In: PloS one, vol. vol. 13, no. no. 3, pp. str. e0190323-1-e0190323-23, 2018. BibTeX | Links: Monika Simjanoska, Martin Gjoreski, Matjaž Gams, Ana Madevska Bogdanova Non-invasive blood pressure estimation from ECG using machine learning techniques Journal Article In: Sensors, vol. vol. 18, no. no. 4, pp. str. 1160-1-1160-20, 2018. BibTeX | Links: 2020
Conference Papers
@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: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: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: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:32092967,
title = {Artificial intelligence and ambient intelligence},
author = {Matjaž Gams and Irene Yu-Hua Gu and Aki Härmä and Andrés Muñoz and Vincent Tam},
doi = {10.3233/AIS-180508},
year = {2019},
date = {2019-01-01},
journal = {Journal of ambient intelligence and smart environments},
volume = {vol. 11},
number = {no. 1},
pages = {str. 71-86},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:32344103,
title = {A real-time multiobjective optimization algorithm for discovering driving strategies},
author = {Erik Dovgan and Matjaž Gams and Bogdan Filipič},
doi = {10.1287/trsc.2018.0872},
year = {2019},
date = {2019-01-01},
journal = {Transportation science},
volume = {vol. 53},
number = {no. 3},
pages = {str. 695-707},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:33081639,
title = {IKT trendi v oskrbi},
author = {Matjaž Gams},
year = {2019},
date = {2019-01-01},
journal = {Kakovostna starost : časopis za socialno gerontologijo in gerontagogiko},
volume = {vol. 22},
number = {št. 4},
pages = {str. 14-26},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:5595131,
title = {Comparison of self-perception between Slovenian, Finnish and Lebanese students = Primerjava samozaznave pri slovenskih, finskih in libanonskih študentih in študentkah},
author = {Jana Krivec and Tjaša Stepišnik Perdih},
year = {2019},
date = {2019-01-01},
journal = {Kairos : slovenska revija za psihoterapijo},
volume = {letn. 13},
number = {št. 3/4},
pages = {str. 155-175},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Books
@book{COBISS.SI-ID:1024370780,
title = {Sistem za krmiljenje pametnega doma z uporabo umetne inteligence : patent SI 25667 A, 2019-12-31},
author = {Tomaž Kompara and Igor Gornik and Peter Virtič and Rene Markovič and Miha Mlakar and Matjaž Gams and Danijel Jankovec and Jože Dermol},
year = {2019},
date = {2019-01-01},
publisher = {Urad Republike Slovenije za intelektualno lastnino},
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: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:32857127,
title = {Expected human longevity},
author = {Beno Šircelj and Laura Blatnik Guzelj and Ajda Zavrtanik Drglin and Matjaž Gams},
editor = {Toma Strle and Tine Kolenik and Olga Markič},
year = {2019},
date = {2019-01-01},
booktitle = {Kognitivna znanost : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek B = Cognitive Science : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume B},
pages = {str. 61-65},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32878887,
title = {Znanstveno o varovanju okolja = Environmentalmovement through scientific approach},
author = {Matjaž Gams},
editor = {Janez Malačič and Tomaž Ogrin and Matjaž Gams},
year = {2019},
date = {2019-01-01},
booktitle = {Ljudje in okolje : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 7. oktober 2019 : zvezek F = People and Environment : proceedings of the 22nd International Multiconference Information Society - IS 2019, 7 October, 2019, Ljubljana, Slovenia : volume F},
pages = {str. 9-13},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32856615,
title = {Modelling natural selection to understand evolution of perceptual veridicality and its reaction to sensorimotor embodiment},
author = {Tine Kolenik},
editor = {Toma Strle and Tine Kolenik and Olga Markič},
year = {2019},
date = {2019-01-01},
booktitle = {Kognitivna znanost : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek B = Cognitive Science : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume B},
pages = {str. 21-24},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32856871,
title = {The state of the integrated information theory, its boundary cases and the question of "Phi-conscious" AI},
author = {Tine Kolenik and Matjaž Gams},
editor = {Toma Strle and Tine Kolenik and Olga Markič},
year = {2019},
date = {2019-01-01},
booktitle = {Kognitivna znanost : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek B = Cognitive Science : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume B},
pages = {str. 25-29},
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: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: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:5594619,
title = {The effects of yoga on quality of life perception},
author = {Karolina Ovijač and Jana Krivec},
editor = {Vladimir Fomichov and Olga S. Fomichova},
year = {2019},
date = {2019-01-01},
booktitle = {Kognitonika : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 7.-8. oktober 2019 : zvezek E = International Conference on Cognitonics : proceedings of the 22nd International Multiconference Information Society - IS 2019, 7-8 October, 2019, Ljubljana, Slovenia},
pages = {str. 45-49},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:24833283,
title = {Exploring European cultural heritage using conversational agents},
author = {Octavian-Mihai Machidon and Aleš Tavčar},
editor = {Mihai Duguleanǎ and Marcello A. Carrozzino and Matjaž Gams and Iulian Tanea},
doi = {10.1007/978-3-030-05819-7_14},
year = {2019},
date = {2019-01-01},
booktitle = {VR technologies in cultural heritage : First International Conference, VRTCH 2018, Brasov, Romania, May 29-30, 2018 : revised selected papers},
pages = {str. 184-194},
publisher = {Springer},
address = {Cham},
series = {Communications in computer and information science (Internet), 904},
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: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: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}
}
@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: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:32795431,
title = {Expert system for decision support in selection of education},
author = {Bojan Cestnik and Tanja Batkovič and Adem Kikaj and Ivan Boškov and Matevž Ogrinc and Maj Smerkol and Aljaž Ostrež and Matej Janežič and Nita Hasani and Boštjan Kaluža and Aleksander Zidanšek and Andreja Abina},
year = {2019},
date = {2019-01-01},
booktitle = {SDEWES 2019},
pages = {str. 1052-1-1051-8},
publisher = {SDEWES.ORG},
address = {[S. l.]},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32157479,
title = {Demografski trendi v svetu in Sloveniji},
author = {Matjaž Gams},
editor = {Matjaž Gams and Janez Malačič},
year = {2019},
date = {2019-01-01},
booktitle = {Bela knjiga slovenske demografije : "evropska demografska zima"},
pages = {str. 35-39},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32157735,
title = {Zaključki posveta "Kako preprečiti izumiranje slovenskega naroda"},
author = {Matjaž Gams},
editor = {Matjaž Gams and Janez Malačič},
year = {2019},
date = {2019-01-01},
booktitle = {Bela knjiga slovenske demografije : "evropska demografska zima"},
pages = {str. 26-31},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32935719,
title = {Osnove računalniške etike = Computer science ethics},
author = {Matjaž Gams},
editor = {Marjan Krisper and Franci Pivec and Matjaž Gams},
year = {2019},
date = {2019-01-01},
booktitle = {Etika in stroka : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 9. oktober 2019 : zvezek D = Professional Ethics : proceedings of the 22nd International Multiconference Information Society - IS 2019, 9 October, 2019, Ljubljana, Slovenia : volume D},
pages = {str. 19-22},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
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:32878631,
title = {Ideje za belo knjigo o varovanju okolja = Proposals for scientific approach to environmental problems},
author = {Matjaž Gams},
editor = {Janez Malačič and Tomaž Ogrin and Matjaž Gams},
year = {2019},
date = {2019-01-01},
booktitle = {Ljudje in okolje : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 7. oktober 2019 : zvezek F = People and Environment : proceedings of the 22nd International Multiconference Information Society - IS 2019, 7 October, 2019, Ljubljana, Slovenia : volume F},
pages = {str. 5-8},
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:32295463,
title = {Umetna inteligenca in zakoni informacijske družbe = Artificial inteligence and information society laws},
author = {Matjaž Gams},
editor = {Nenad Muškinja and Boris Tovornik},
year = {2019},
date = {2019-01-01},
booktitle = {Zbornik enajste konference AIG'19 Avtomatizacija v industriji in gospodarstvu, 9. in 10. april 2019, Maribor, Slovenija},
pages = {str. 1-6},
publisher = {Društvo avtomatikov Slovenije},
address = {Maribor},
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: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: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}
}
2018
Journal Articles
@article{COBISS.SI-ID:11941961,
title = {Computational model of enactive visuospatial mental imagery using saccadic perceptual actions},
author = {Jan Jug and Tine Kolenik and André Ofner and Igor Farkas},
doi = {10.1016/j.cogsys.2018.01.005},
year = {2018},
date = {2018-01-01},
journal = {Cognitive systems research},
number = {vol. 49},
pages = {str. 157-177},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31328807,
title = {An inter-domain study for arousal recognition from physiological signals},
author = {Martin Gjoreski and Mitja Luštrek and Matjaž Gams and Blagoj Mitrevski},
year = {2018},
date = {2018-01-01},
journal = {Informatica : an international journal of computing and informatics},
volume = {vol. 42},
number = {no. 1},
pages = {str. 61-68},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31819047,
title = {Surrogate-agent modeling for improved training},
author = {Aleš Tavčar and Matjaž Gams},
doi = {10.1016/j.engappai.2018.07.001},
year = {2018},
date = {2018-01-01},
journal = {Engineering applications of artificial intelligence},
volume = {vol. 74},
pages = {str. 280-293},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31257895,
title = {Mining telemonitored physiological data and patient-reported outcomes of congestive heart failure patients},
author = {Miha Mlakar and Paolo Emilio Puddu and Maja Somrak and Silvio Bonfiglio and Mitja Luštrek and On Chiron and HeartMan projects},
doi = {10.1371/journal.pone.0190323},
year = {2018},
date = {2018-01-01},
journal = {PloS one},
volume = {vol. 13},
number = {no. 3},
pages = {str. e0190323-1-e0190323-23},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31328551,
title = {Non-invasive blood pressure estimation from ECG using machine learning techniques},
author = {Monika Simjanoska and Martin Gjoreski and Matjaž Gams and Ana Madevska Bogdanova},
doi = {10.3390/s18041160},
year = {2018},
date = {2018-01-01},
journal = {Sensors},
volume = {vol. 18},
number = {no. 4},
pages = {str. 1160-1-1160-20},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968