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)...
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: 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. 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: 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. Andreja Malus, Rok Vrabič, Dominik Kozjek, Peter Butala, Matjaž Gams The influence of communication structure on performance of an agent-based distributed control system 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. 13-16, Institut "Jožef Stefan", Ljubljana, 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. Marija Trajanoska, Marko Katrašnik, Junoš Lukan, Martin Gjoreski, Hristijan Gjoreski, Mitja Luštrek Context-aware stress detection in the AWARE framework 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. 25-28, Institut "Jožef Stefan", Ljubljana, 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. 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. 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. 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. 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. 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: Mateja Drnovšek, Matjaž Gams, Aleš Tavčar, Gregor Grasselli Pregled asistentov IJS E9 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. 15-19, Institut "Jožef Stefan", Ljubljana, 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, Vito Janko, Nina Reščič, Miha Mlakar, Mitja Luštrek, Jani Bizjak, Gašper Slapničar, Matej Marinko, Vid Drobnič, Matjaž Gams Applying multiple knowledge to Sussex-Huawei locomotion challenge Inproceedings In: UbiComp/ISWC'18 adjunct, pp. str. 1488-1496, The Association for Computing Machinery, New York (NY), 2018. Aleš Tavčar, Matjaž Gams Napredni pogovorni svetovalci 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. 53-56, Institut "Jožef Stefan", Ljubljana, 2018. Maj Smerkol, Mitja Luštrek Emotion recognition using audio speech signal 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. 33-36, Institut "Jožef Stefan", Ljubljana, 2018. Matjaž Gams Demografski trendi v svetu in Sloveniji : kako preprečiti izumiranje slovenskega naroda? Inproceedings In: Janez Malačič, Matjaž Gams (Ed.): Soočanje z demografskimi izzivi : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8-12. oktober 2018, Ljubljana, Slovenia : zvezek F = Facing demographic challenges : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October 2018, [Ljubljana, Slovenia] : volume F, pp. str. 9-14, Institut "Jožef Stefan", Ljubljana, 2018. Tine Kolenik Exploring features of cognitive science as natural epistemology 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. 60-63, Institut "Jožef Stefan", Ljubljana, 2018. Vito Janko, Nina Reščič, Miha Mlakar, Vid Drobnič, Matjaž Gams, Gašper Slapničar, Martin Gjoreski, Jani Bizjak, Matej Marinko, Mitja Luštrek A new frontier for activity recognition : the Sussex-Huawei locomotion challenge Inproceedings In: UbiComp/ISWC'18 adjunct, pp. str. 1511-1520, The Association for Computing Machinery, New York (NY), 2018. Erik Dovgan, Ivan Bratko, Jaka Sodnik Discovering human-like driving strategies with learning and optimization approaches Inproceedings In: Zora Konjović, Miloš Zdravković, Miroslav Trajanović (Ed.): Proceedings of the 8th International Conference on Information Society and Technology, pp. str. 59-64, Society for Information Systems and Computer Networks, [Belgrade], 2018. Erik Dovgan, Jaka Sodnik, Bogdan Filipič Optimization of end-to-end deep learning for obtaining human-like driving models Inproceedings In: Bogdan Filipič, Thomas Bartz-Beielstein (Ed.): Mednarodna konferenca o visokozmogljivi optimizaciji v industriji, HPOI 2018 : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek D = International Conference on High-Performance Optimization in Industry, HPOI 2018 : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume D, pp. str. 27-30, Institut "Jožef Stefan", Ljubljana, 2018. Gašper Slapničar, Andrejaana Andova, Erik Dovgan, Mitja Luštrek Reconstructing PPG signal from video recordings 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. 9-12, Institut "Jožef Stefan", Ljubljana, 2018. Jani Bizjak, Matjaž Gams Improvement of AI through deep understanding 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. 37-40, Institut "Jožef Stefan", Ljubljana, 2018. Anton Gradišek, Miha Mlakar, Matej Cigale, Luka Lajovic, Mitja Luštrek, Maroje Sorić, Gregor Starc, Bojan Leskošek, Gregor Jurak Physical fitness forecasting and risk estimation in slovenian schoolchildren Inproceedings In: Arie Hasman (Ed.): Data, informatics and technology : an inspiration for improved healthcare, pp. str. 125-128, IOS Press, Amsterdam, Berlin, Washington, 2018. Tomaž Šef Postopki in priporočila za izgradnjo govorne zbirke za potrebe sinteze slovenskega govora 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. 46-49, Institut "Jožef Stefan", Ljubljana, 2018. Mateja Drnovšek, Matjaž Gams EMZ in EkoSMART-asistent 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. 11-14, Institut "Jožef Stefan", Ljubljana, 2018. Matjaž Gams From AI to our Future I 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. 33-36, Institut "Jožef Stefan", Ljubljana, 2018. Jurij Nastran, Beno Šircelj, Drago Bokal, Matjaž Gams Sensitivity analysis of computational models that dissolve the Fermi paradox 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. 21-24, Institut "Jožef Stefan", Ljubljana, 2018. Vito Janko, Nejc Mlakar, Jani Bizjak BRISCOLA : being resourceful in stacking cards - opponent, lament away! 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. 29-32, Institut "Jožef Stefan", Ljubljana, 2018. Anton Gradišek, Martin Gjoreski, Borut Budna, Monika Simjanoska, Matjaž Gams, Gregor Poglajen Zaznavanje srčnega popuščanja z analizo srčnih tonov 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. 32-34, Institut "Jožef Stefan", Ljubljana, 2018. Martin Gjoreski, Mitja Luštrek, Matjaž Gams Multi-task ensemble learning for affect recognition Inproceedings In: UbiComp/ISWC'18 adjunct, pp. str. 553-558, The Association for Computing Machinery, New York (NY), 2018. Nina Reščič, Mitja Luštrek Hierarchical multi-label classification for activity recognition 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. 53-56, Institut "Jožef Stefan", Ljubljana, 2018. Junoš Lukan, Martin Gjoreski, Heidi Mauersberger, Annekatrin Hoppe, Ursula Hess, Mitja Luštrek Analysing physiology of interpersonal conflicts using a wrist device Inproceedings In: Achilles Kameas, Kostas Stathis (Ed.): Ambient Intelligence : 14th European Conference, AmI 2018, Larnaca, Cyprus, November 12-14, 2018 : proceedings, pp. str. 162-167, Springer, Cham, 2018. Aljaž Glavač, Jernej Zupančič, Matjaž Gams The Summoner - "Izbirčnež" 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. 28-31, Institut "Jožef Stefan", Ljubljana, 2018. Matej Cigale, Anton Gradišek, Miha Mlakar, Mitja Luštrek Forecasting the physical fitness and all-cause mortality based of schoolchildren's fitness measurements 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. 69-72, Institut "Jožef Stefan", Ljubljana, 2018. Jernej Zupančič, Matjaž Gams Austrian-Slovenian Intelligent Tourist Information : project progress report 2018 Inproceedings In: Matjaž Gams, Jernej Zupančič (Ed.): Delavnica AS-IT-IC : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek E = AS-IT-IC Workshop : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume E, pp. str. 5-9, Institut "Jožef Stefan", Ljubljana, 2018. Monika Simjanoska, Martin Gjoreski, Matjaž Gams, Ana Madevska Bogdanova Novel data processing approach for deriving blood pressure from ECG only 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. 273-285, Springer, Cham, 2018. Božidara Cvetković, Martin Gjoreski, Jure Šorn, Pavel Maslov, Mitja Luštrek Monitoring physical activity and mental stress using wrist-worn device and a smartphone Journal Article In: Lecture notes in computer science, no. lnai 10536, pp. str. 414-418, 2017. Damjan Kužnar, Rok Piltaver, Anton Gradišek, Matjaž Gams, Mitja Luštrek An intelligent system to monitor refrigeration devices Journal Article In: Expert systems, vol. vol. 34, no. no. 5, pp. str. e12199-1-e12199-13, 2017. BibTeX | Links: Alen Ajanović, Jaka Konda, Gašper Fele-Žorž, Anton Gradišek, Matjaž Gams, Ana Marija Peterlin, Karolina Počivavšek, Mojca Matičič Application for sexually transmitted infection risk assessment Journal Article In: Informatica : an international journal of computing and informatics, vol. vol. 41, no. no. 2, pp. str. 253-254, 2017. Jani Bizjak, Anton Gradišek, Luka Stepančič, Hristijan Gjoreski, Matjaž Gams Intelligent assistant carer for active aging Journal Article In: EURASIP journal on advances in signal processing, vol. vol. 2017, pp. str. 76-1-76-10, 2017. BibTeX | Links: Vito Janko, Božidara Cvetković, Anton Gradišek, Mitja Luštrek, Boro Štrumbelj, Tanja Kajtna e-Gibalec : mobile application to monitor and encourage physical activity in schoolchildren Journal Article In: Journal of ambient intelligence and smart environments, vol. vol. 9, no. no. 5, pp. str. 595-609, 2017. BibTeX | Links: Martin Gjoreski, Mitja Luštrek, Matjaž Gams, Hristijan Gjoreski Monitoring stress with a wrist device using context Journal Article In: Journal of biomedical informatics, vol. vol. 73, pp. str. 159-170, 2017. BibTeX | Links: Jernej Zupančič, Matjaž Gams Dynamic protocol for demand management of heterogeneous resources with convex cost functions Journal Article In: Informatica : an international journal of computing and informatics, vol. vol. 41, no. no. 1, pp. str. 121-128, 2017. Anton Gradišek, Gašper Slapničar, Jure Šorn, Mitja Luštrek, Matjaž Gams, Janez Grad Predicting species identity of bumblebees through analysis of flight buzzing sounds Journal Article In: Bioacoustics : the international journal of animal sound and its recording, vol. vol. 26, no. no. 1, pp. str. 63-76, 2017. BibTeX | Links: 2018
Journal Articles
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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},
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@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},
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@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},
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pages = {str. 117-127},
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@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 = {},
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@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},
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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}
}
Conference Papers
@inproceedings{COBISS.SI-ID:31858727,
title = {The influence of communication structure on performance of an agent-based distributed control system},
author = {Andreja Malus and Rok Vrabič and Dominik Kozjek and Peter Butala and Matjaž Gams},
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. 13-16},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@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:31859239,
title = {Context-aware stress detection in the AWARE framework},
author = {Marija Trajanoska and Marko Katrašnik and Junoš Lukan and Martin Gjoreski and Hristijan Gjoreski and Mitja Luštrek},
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. 25-28},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
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: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: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: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}
}
@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: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:31845671,
title = {Pregled asistentov IJS E9},
author = {Mateja Drnovšek and Matjaž Gams and Aleš Tavčar and Gregor Grasselli},
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. 15-19},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
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:31906855,
title = {Applying multiple knowledge to Sussex-Huawei locomotion challenge},
author = {Martin Gjoreski and Vito Janko and Nina Reščič and Miha Mlakar and Mitja Luštrek and Jani Bizjak and Gašper Slapničar and Matej Marinko and Vid Drobnič and Matjaž Gams},
year = {2018},
date = {2018-01-01},
booktitle = {UbiComp/ISWC'18 adjunct},
pages = {str. 1488-1496},
publisher = {The Association for Computing Machinery},
address = {New York (NY)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31848231,
title = {Napredni pogovorni svetovalci},
author = {Aleš Tavčar 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. 53-56},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31860007,
title = {Emotion recognition using audio speech signal},
author = {Maj Smerkol and Mitja Luštrek},
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. 33-36},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31855399,
title = {Demografski trendi v svetu in Sloveniji : kako preprečiti izumiranje slovenskega naroda?},
author = {Matjaž Gams},
editor = {Janez Malačič and Matjaž Gams},
year = {2018},
date = {2018-01-01},
booktitle = {Soočanje z demografskimi izzivi : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8-12. oktober 2018, Ljubljana, Slovenia : zvezek F = Facing demographic challenges : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October 2018, [Ljubljana, Slovenia] : volume F},
pages = {str. 9-14},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31844647,
title = {Exploring features of cognitive science as natural epistemology},
author = {Tine Kolenik},
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. 60-63},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31907111,
title = {A new frontier for activity recognition : the Sussex-Huawei locomotion challenge},
author = {Vito Janko and Nina Reščič and Miha Mlakar and Vid Drobnič and Matjaž Gams and Gašper Slapničar and Martin Gjoreski and Jani Bizjak and Matej Marinko and Mitja Luštrek},
year = {2018},
date = {2018-01-01},
booktitle = {UbiComp/ISWC'18 adjunct},
pages = {str. 1511-1520},
publisher = {The Association for Computing Machinery},
address = {New York (NY)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:12228948,
title = {Discovering human-like driving strategies with learning and optimization approaches},
author = {Erik Dovgan and Ivan Bratko and Jaka Sodnik},
editor = {Zora Konjović and Miloš Zdravković and Miroslav Trajanović},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings of the 8th International Conference on Information Society and Technology},
pages = {str. 59-64},
publisher = {Society for Information Systems and Computer Networks},
address = {[Belgrade]},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31870759,
title = {Optimization of end-to-end deep learning for obtaining human-like driving models},
author = {Erik Dovgan and Jaka Sodnik and Bogdan Filipič},
editor = {Bogdan Filipič and Thomas Bartz-Beielstein},
year = {2018},
date = {2018-01-01},
booktitle = {Mednarodna konferenca o visokozmogljivi optimizaciji v industriji, HPOI 2018 : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek D = International Conference on High-Performance Optimization in Industry, HPOI 2018 : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume D},
pages = {str. 27-30},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31857447,
title = {Reconstructing PPG signal from video recordings},
author = {Gašper Slapničar and Andrejaana Andova and Erik Dovgan and Mitja Luštrek},
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. 9-12},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31860263,
title = {Improvement of AI through deep understanding},
author = {Jani Bizjak and Matjaž Gams},
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. 37-40},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31515431,
title = {Physical fitness forecasting and risk estimation in slovenian schoolchildren},
author = {Anton Gradišek and Miha Mlakar and Matej Cigale and Luka Lajovic and Mitja Luštrek and Maroje Sorić and Gregor Starc and Bojan Leskošek and Gregor Jurak},
editor = {Arie Hasman},
year = {2018},
date = {2018-01-01},
booktitle = {Data, informatics and technology : an inspiration for improved healthcare},
pages = {str. 125-128},
publisher = {IOS Press},
address = {Amsterdam, Berlin, Washington},
series = {Studies in health technology and informatics, vol.251},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31847719,
title = {Postopki in priporočila za izgradnjo govorne zbirke za potrebe sinteze slovenskega govora},
author = {Tomaž Šef},
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. 46-49},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31845415,
title = {EMZ in EkoSMART-asistent},
author = {Mateja Drnovšek 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. 11-14},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31844135,
title = {From AI to our Future I},
author = {Matjaž Gams},
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. 33-36},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31858983,
title = {Sensitivity analysis of computational models that dissolve the Fermi paradox},
author = {Jurij Nastran and Beno Šircelj and Drago Bokal and Matjaž Gams},
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. 21-24},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31859751,
title = {BRISCOLA : being resourceful in stacking cards - opponent, lament away!},
author = {Vito Janko and Nejc Mlakar and Jani Bizjak},
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. 29-32},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31846695,
title = {Zaznavanje srčnega popuščanja z analizo srčnih tonov},
author = {Anton Gradišek and Martin Gjoreski and Borut Budna and Monika Simjanoska and Matjaž Gams and Gregor Poglajen},
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. 32-34},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31906599,
title = {Multi-task ensemble learning for affect recognition},
author = {Martin Gjoreski and Mitja Luštrek and Matjaž Gams},
year = {2018},
date = {2018-01-01},
booktitle = {UbiComp/ISWC'18 adjunct},
pages = {str. 553-558},
publisher = {The Association for Computing Machinery},
address = {New York (NY)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31861031,
title = {Hierarchical multi-label classification for activity recognition},
author = {Nina Reščič and Mitja Luštrek},
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. 53-56},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31906343,
title = {Analysing physiology of interpersonal conflicts using a wrist device},
author = {Junoš Lukan and Martin Gjoreski and Heidi Mauersberger and Annekatrin Hoppe and Ursula Hess and Mitja Luštrek},
editor = {Achilles Kameas and Kostas Stathis},
year = {2018},
date = {2018-01-01},
booktitle = {Ambient Intelligence : 14th European Conference, AmI 2018, Larnaca, Cyprus, November 12-14, 2018 : proceedings},
pages = {str. 162-167},
publisher = {Springer},
address = {Cham},
series = {Lecture notes in computer science, vol. 11249},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31846439,
title = {The Summoner - "Izbirčnež"},
author = {Aljaž Glavač and Jernej Zupančič 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. 28-31},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31848999,
title = {Forecasting the physical fitness and all-cause mortality based of schoolchildren's fitness measurements},
author = {Matej Cigale and Anton Gradišek and Miha Mlakar and Mitja Luštrek},
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. 69-72},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31911463,
title = {Austrian-Slovenian Intelligent Tourist Information : project progress report 2018},
author = {Jernej Zupančič and Matjaž Gams},
editor = {Matjaž Gams and Jernej Zupančič},
year = {2018},
date = {2018-01-01},
booktitle = {Delavnica AS-IT-IC : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek E = AS-IT-IC Workshop : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume E},
pages = {str. 5-9},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31730215,
title = {Novel data processing approach for deriving blood pressure from ECG only},
author = {Monika Simjanoska and Martin Gjoreski and Matjaž Gams and Ana Madevska Bogdanova},
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. 273-285},
publisher = {Springer},
address = {Cham},
series = {Communications in computer and information science, vol. 940},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2017
Journal Articles
@article{COBISS.SI-ID:71745539,
title = {Monitoring physical activity and mental stress using wrist-worn device and a smartphone},
author = {Božidara Cvetković and Martin Gjoreski and Jure Šorn and Pavel Maslov and Mitja Luštrek},
year = {2017},
date = {2017-01-01},
journal = {Lecture notes in computer science},
number = {lnai 10536},
pages = {str. 414-418},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:30644007,
title = {An intelligent system to monitor refrigeration devices},
author = {Damjan Kužnar and Rok Piltaver and Anton Gradišek and Matjaž Gams and Mitja Luštrek},
doi = {10.1111/exsy.12199},
year = {2017},
date = {2017-01-01},
journal = {Expert systems},
volume = {vol. 34},
number = {no. 5},
pages = {str. e12199-1-e12199-13},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:30605351,
title = {Application for sexually transmitted infection risk assessment},
author = {Alen Ajanović and Jaka Konda and Gašper Fele-Žorž and Anton Gradišek and Matjaž Gams and Ana Marija Peterlin and Karolina Počivavšek and Mojca Matičič},
year = {2017},
date = {2017-01-01},
journal = {Informatica : an international journal of computing and informatics},
volume = {vol. 41},
number = {no. 2},
pages = {str. 253-254},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:30884391,
title = {Intelligent assistant carer for active aging},
author = {Jani Bizjak and Anton Gradišek and Luka Stepančič and Hristijan Gjoreski and Matjaž Gams},
doi = {10.1186/s13634-017-0511-y},
year = {2017},
date = {2017-01-01},
journal = {EURASIP journal on advances in signal processing},
volume = {vol. 2017},
pages = {str. 76-1-76-10},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:30687271,
title = {e-Gibalec : mobile application to monitor and encourage physical activity in schoolchildren},
author = {Vito Janko and Božidara Cvetković and Anton Gradišek and Mitja Luštrek and Boro Štrumbelj and Tanja Kajtna},
doi = {10.3233/AIS-170453},
year = {2017},
date = {2017-01-01},
journal = {Journal of ambient intelligence and smart environments},
volume = {vol. 9},
number = {no. 5},
pages = {str. 595-609},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:30696999,
title = {Monitoring stress with a wrist device using context},
author = {Martin Gjoreski and Mitja Luštrek and Matjaž Gams and Hristijan Gjoreski},
doi = {10.1016/j.jbi.2017.08.006},
year = {2017},
date = {2017-01-01},
journal = {Journal of biomedical informatics},
volume = {vol. 73},
pages = {str. 159-170},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:30517543,
title = {Dynamic protocol for demand management of heterogeneous resources with convex cost functions},
author = {Jernej Zupančič and Matjaž Gams},
year = {2017},
date = {2017-01-01},
journal = {Informatica : an international journal of computing and informatics},
volume = {vol. 41},
number = {no. 1},
pages = {str. 121-128},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:29524519,
title = {Predicting species identity of bumblebees through analysis of flight buzzing sounds},
author = {Anton Gradišek and Gašper Slapničar and Jure Šorn and Mitja Luštrek and Matjaž Gams and Janez Grad},
doi = {10.1080/09524622.2016.1190946},
year = {2017},
date = {2017-01-01},
journal = {Bioacoustics : the international journal of animal sound and its recording},
volume = {vol. 26},
number = {no. 1},
pages = {str. 63-76},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968