WellBEEing
A. Gradišek The goal of the project is to assess the condition of bee colonies using a series of smart...
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:
A. Gradišek The goal of the project is to assess the condition of bee colonies using a series of smart...
A. Gradišek The project deals with the stem cell therapy that can benefit patients suffering from chronic heart failure. The...
A. Gradišek We are developing the platform FUTUR-IA which will contain eight modules about various AI topics. The aim is...
V. Janko, M. Gams, B. Filipič, T. Šef, M. Luštrek, T. Tušar, A. Gradišek, E. Dovgan, M. Mlakar, J. Krivec,...
The department of intelligent systems (E9) continues to work closely with partners regarding the VALENCE (Advancing machine learning in vocational...
M. Gams, A. Marinko Short description, main aims and objectives of the project: Intelligent system for total quality control in...
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...
B. Kaluža Adaptive Predictive Analytics and Decisioning Engine in Cloud project Short description, main aims and objectives of the project:...
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. 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. 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. 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. 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, 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. 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. 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. 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: Erik Dovgan, Cristina Knapic, Massimo Sponza, Riccardo Smareglia A new archival infrastructure for highly-structured astronomical data Journal Article In: Experimental astronomy, vol. vol. 45, no. no. 1, pp. str. 41-55, 2018. BibTeX | Links: Rok Piltaver, Hristijan Gjoreski, Matjaž Gams Identifying a person with door-mounted accelerometer Journal Article In: Journal of ambient intelligence and smart environments, vol. vol. 10, no. no. 5, pp. str. 361-375, 2018. BibTeX | Links: Robert Oravecz, Jerica Penko, Jana Suklan, Jana Krivec Prevalence of post-traumatic stress disorder, symptomatology and coping strategies among Slovene medical emergency professionals Journal Article In: Sigurnost, vol. vol. 60, no. no. 2, pp. str. 117-127, 2018. BibTeX | Links: Jana Krivec, Primož Rakovec Kognitivno-vedenjski profil stresne izkušnje med slovenskimi študentkami in študenti = Cognitive behavioral profile of stress experience among Slovenian students Journal Article In: Kairos : slovenska revija za psihoterapijo, vol. letn. 12, no. št. 1/2, pp. str. 67-86, 2018. Tine Kolenik Seeking after the glitter of intelligence in the base metal of computing : the scope and limits of computational models in researching cognitive phenomena Journal Article In: Interdisciplinary description of complex systems, vol. vol. 16, no. no. 4, pp. str. 545-557, 2018. BibTeX | Links: Alen Ajanović, Andrej Ulčar, Ana Marija Peterlin, Karolina Počivavšek, Gašper Fele-Žorž, Anton Gradišek, Matjaž Gams, Mojca Matičič Application for viral hepatitis infection risk assessment - HEPY Journal Article In: Informatica : an international journal of computing and informatics, vol. vol. 42, no. no. 2, pp. str. 279-281, 2018. Martin Gjoreski, Hristijan Gjoreski, Mitja Luštrek, Matjaž Gams Deep ensembles for inter-domain arousal Recognition Inproceedings In: Workshop on Artificial Intelligence in Affective Computing, 15 July 2018, Stockholm, Sweden, pp. str. 52-65, 2018. Blagoj Mitrevski, Viktor Petreski, Martin Gjoreski, Biljana Risteska Stojkoska Framework for human activity recognition on smartphones and smartwatches Inproceedings In: Slobodan Kalajdziski, Nevena Ackovska (Ed.): Engineering and life sciences : 10th International Conference, ICT Innovations 2018, Ohrid, Macedonia, September 17-19, 2018, Proceedings, pp. str. 90-99, Springer, Cham, 2018. Mateja Drnovšek, Tine Kolenik, Matjaž Gams Varnostna ura IJS Inproceedings In: Matjaž Gams, Aleš Tavčar (Ed.): Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume I, pp. str. 20-23, Institut "Jožef Stefan", Ljubljana, 2018. Jani Bizjak, Anton Gradišek, Matjaž Gams Intelligent assistant for elderly Inproceedings In: Jérôme Lange (Ed.): IJCAI, pp. str. 5808-5810, International Joint Conferences on Artificial Intelligence, [S. l.], 2018. Arlene J. Astell, Anton Gradišek, Jani Bizjak, Hristijan Gjoreski, Matjaž Gams, Karmen Goljuf, others INLIFE - Independent Living support Functions for the Elderly : technology and pilot overview Inproceedings In: Ioannis Chatzigiannakis (Ed.): Intelligent environments 2018 : Workshop Proceedings of the 14th International, Conference on Intelligent Environments, Rome 25th-28th June 2018, pp. str. 526-535, IOS Press, Amsterdam, 2018. Miha Mlakar, Scott Sobel Opis zmagovalne rešitve na mednarodnem tekmovanju o napovedovanju izida točk v tenisu Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume A, pp. str. 66-69, Institut "Jožef Stefan", Ljubljana, 2018. Martin Gjoreski, Mitja Luštrek, Veljko Pejović My watch says I'm busy : inferring cognitive load with low-cost wearables Inproceedings In: UbiComp/ISWC'18 adjunct, pp. str. 1234-1240, The Association for Computing Machinery, New York (NY), 2018. BibTeX | Links: Jani Bizjak, Matjaž Gams Adaptive filtering combined with deep ensembles for better arrhythmia detection Inproceedings In: BOOM 2018, pp. 2 str., International Joint Conferences on Artificial Intelligence, [S. l.], 2018. Matej Cigale, Mitja Luštrek, Matjaž Gams, Torsten Krämer, Meike Engelhardt, Peter Zentel The quest for understanding Inproceedings In: Toma Strle, Olga Markič (Ed.): Kognitivna znanost : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8-12. oktober 2018, Ljubljana, Slovenia : zvezek B = Cognitive science : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October 2018, [Ljubljana, Slovenia] : volume B, pp. str. 37-40, Institut "Jožef Stefan", Ljubljana, 2018.2019
Conference Papers
@inproceedings{COBISS.SI-ID:32843815,
title = {Object detection overview},
author = {Carlo De Masi and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A},
pages = {str. 13-16},
publisher = {Institut "Jožef Stefan"},
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@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},
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@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"},
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series = {Informacijska družba},
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pubstate = {published},
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@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}
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@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: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: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: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: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: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}
}
@article{COBISS.SI-ID:31187239,
title = {A new archival infrastructure for highly-structured astronomical data},
author = {Erik Dovgan and Cristina Knapic and Massimo Sponza and Riccardo Smareglia},
doi = {10.1007/s10686-018-9571-8},
year = {2018},
date = {2018-01-01},
journal = {Experimental astronomy},
volume = {vol. 45},
number = {no. 1},
pages = {str. 41-55},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:32083495,
title = {Identifying a person with door-mounted accelerometer},
author = {Rok Piltaver and Hristijan Gjoreski and Matjaž Gams},
doi = {10.3233/AIS-180499},
year = {2018},
date = {2018-01-01},
journal = {Journal of ambient intelligence and smart environments},
volume = {vol. 10},
number = {no. 5},
pages = {str. 361-375},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:5178363,
title = {Prevalence of post-traumatic stress disorder, symptomatology and coping strategies among Slovene medical emergency professionals},
author = {Robert Oravecz and Jerica Penko and Jana Suklan and Jana Krivec},
doi = {10.31306/s.60.2.2},
year = {2018},
date = {2018-01-01},
journal = {Sigurnost},
volume = {vol. 60},
number = {no. 2},
pages = {str. 117-127},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:5189627,
title = {Kognitivno-vedenjski profil stresne izkušnje med slovenskimi študentkami in študenti = Cognitive behavioral profile of stress experience among Slovenian students},
author = {Jana Krivec and Primož Rakovec},
year = {2018},
date = {2018-01-01},
journal = {Kairos : slovenska revija za psihoterapijo},
volume = {letn. 12},
number = {št. 1/2},
pages = {str. 67-86},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31986471,
title = {Seeking after the glitter of intelligence in the base metal of computing : the scope and limits of computational models in researching cognitive phenomena},
author = {Tine Kolenik},
doi = {10.7906/indecs.16.4.3},
year = {2018},
date = {2018-01-01},
journal = {Interdisciplinary description of complex systems},
volume = {vol. 16},
number = {no. 4},
pages = {str. 545-557},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31556647,
title = {Application for viral hepatitis infection risk assessment - HEPY},
author = {Alen Ajanović and Andrej Ulčar and Ana Marija Peterlin and Karolina Počivavšek and Gašper Fele-Žorž and Anton Gradišek and Matjaž Gams and Mojca Matičič},
year = {2018},
date = {2018-01-01},
journal = {Informatica : an international journal of computing and informatics},
volume = {vol. 42},
number = {no. 2},
pages = {str. 279-281},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Conference Papers
@inproceedings{COBISS.SI-ID:27068675,
title = {Deep ensembles for inter-domain arousal Recognition},
author = {Martin Gjoreski and Hristijan Gjoreski and Mitja Luštrek and Matjaž Gams},
year = {2018},
date = {2018-01-01},
booktitle = {Workshop on Artificial Intelligence in Affective Computing, 15 July 2018, Stockholm, Sweden},
pages = {str. 52-65},
series = {Proceedings of machine learning research, Vol. 86},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31729959,
title = {Framework for human activity recognition on smartphones and smartwatches},
author = {Blagoj Mitrevski and Viktor Petreski and Martin Gjoreski and Biljana Risteska Stojkoska},
editor = {Slobodan Kalajdziski and Nevena Ackovska},
year = {2018},
date = {2018-01-01},
booktitle = {Engineering and life sciences : 10th International Conference, ICT Innovations 2018, Ohrid, Macedonia, September 17-19, 2018, Proceedings},
pages = {str. 90-99},
publisher = {Springer},
address = {Cham},
series = {Communications in computer and information science, vol. 940},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31845927,
title = {Varnostna ura IJS},
author = {Mateja Drnovšek and Tine Kolenik and Matjaž Gams},
editor = {Matjaž Gams and Aleš Tavčar},
year = {2018},
date = {2018-01-01},
booktitle = {Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume I},
pages = {str. 20-23},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31583271,
title = {Intelligent assistant for elderly},
author = {Jani Bizjak and Anton Gradišek and Matjaž Gams},
editor = {Jérôme Lange},
year = {2018},
date = {2018-01-01},
booktitle = {IJCAI},
pages = {str. 5808-5810},
publisher = {International Joint Conferences on Artificial Intelligence},
address = {[S. l.]},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31492391,
title = {INLIFE - Independent Living support Functions for the Elderly : technology and pilot overview},
author = {Arlene J. Astell and Anton Gradišek and Jani Bizjak and Hristijan Gjoreski and Matjaž Gams and Karmen Goljuf and others},
editor = {Ioannis Chatzigiannakis},
year = {2018},
date = {2018-01-01},
booktitle = {Intelligent environments 2018 : Workshop Proceedings of the 14th International, Conference on Intelligent Environments, Rome 25th-28th June 2018},
pages = {str. 526-535},
publisher = {IOS Press},
address = {Amsterdam},
series = {Ambient intelligence and smart environments, vol. 23},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31861543,
title = {Opis zmagovalne rešitve na mednarodnem tekmovanju o napovedovanju izida točk v tenisu},
author = {Miha Mlakar and Scott Sobel},
editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2018},
date = {2018-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume A},
pages = {str. 66-69},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:1538040771,
title = {My watch says I'm busy : inferring cognitive load with low-cost wearables},
author = {Martin Gjoreski and Mitja Luštrek and Veljko Pejović},
doi = {10.1145/3267305.3274113},
year = {2018},
date = {2018-01-01},
booktitle = {UbiComp/ISWC'18 adjunct},
pages = {str. 1234-1240},
publisher = {The Association for Computing Machinery},
address = {New York (NY)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31519783,
title = {Adaptive filtering combined with deep ensembles for better arrhythmia detection},
author = {Jani Bizjak and Matjaž Gams},
year = {2018},
date = {2018-01-01},
booktitle = {BOOM 2018},
pages = {2 str.},
publisher = {International Joint Conferences on Artificial Intelligence},
address = {[S. l.]},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31844391,
title = {The quest for understanding},
author = {Matej Cigale and Mitja Luštrek and Matjaž Gams and Torsten Krämer and Meike Engelhardt and Peter Zentel},
editor = {Toma Strle and Olga Markič},
year = {2018},
date = {2018-01-01},
booktitle = {Kognitivna znanost : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8-12. oktober 2018, Ljubljana, Slovenia : zvezek B = Cognitive science : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October 2018, [Ljubljana, Slovenia] : volume B},
pages = {str. 37-40},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968