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:...
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. 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. 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, 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: 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. 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: 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: Jana Krivec, Tea Golob Psychosocial approach to migrants : current state, issues and improvement possibilities Journal Article In: Innovative issues and approaches in social sciences, vol. vol. 10, no. no. 2, pp. str. 42-61, 2017. BibTeX | Links: Aleš Tavčar, Damjan Kužnar, Matjaž Gams Hybrid multi-agent strategy discovering algorithm for human behavior Journal Article In: Expert systems with applications, vol. vol. 71, pp. str. 370-382, 2017. BibTeX | Links: Jana Krivec Cognitive processes and information technology in education Incollection In: Borut Rončević, Matevž Tomšič (Ed.): Information society and its manifestations : economy, politics, culture, PL Academic Research, Frankfurt am Main [etc.], 2017. BibTeX | Links: Jana Krivec Cognitive processes and information technology in education Incollection In: Borut Rončević, Matevž Tomšič (Ed.): Information society and its manifestations : economy, politics, culture, pp. str. 217-239, PL Academic Research, Frankfurt am Main [etc.], 2017. Marko Bohanec, Erik Dovgan, Pavel Maslov, Aljoša Vodopija, Mitja Luštrek, Paolo Emilio Puddu, Michele Schiariti, Maria Constanza Ciancarelli, Anneleen Baert, Sofie Pardaens, Els Clays Designing a personal decision support system for congestive heart failure management Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 67-70, Institut Jožef Stefan, Ljubljana, 2017. Greg Evseev, Jani Bizjak, Gregor Grasselli, Aleš Tavčar, Blaž Mahnič, Matjaž Gams Intelligent society Inproceedings In: Matjaž Gams, Jernej Zupančič (Ed.): Delavnica AS-IT-IC : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9. in 13. oktober 2017, [Ljubljana, Slovenia] : zvezek E = AS-IT-IC Workshop : proceedings of the 20th International Multiconference Information Society - IS 2017, October 9th and 13th, 2017, Ljubljana, Slovenia : volume E, pp. str. 7-10, Institut Jožef Stefan, Ljubljana, 2017. Matjaž Gams Superintelligence and future of human civilization Inproceedings In: ICT innovations 2017, s. n.], [S. l., 2017. Borut Budna, Martin Gjoreski, Anton Gradišek, Matjaž Gams JSI Sound - platforma za enostavno klasifikacijo zvočnih posnetkov : demonstracija na zvokih živali Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 23-25, Institut Jožef Stefan, Ljubljana, 2017. Božidara Cvetković, Vid Drobnič, Mitja Luštrek Recognizing hand-specific activities with a smartwatch placed on dominant or non-dominant wrist Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 75-78, Institut Jožef Stefan, Ljubljana, 2017. Jani Bizjak, Anton Gradišek, Luka Stepančič, Primož Presetnik Bat classification using deep neural network Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 27-30, Institut Jožef Stefan, Ljubljana, 2017. Martin Gjoreski, Blagoj Mitrevski, Mitja Luštrek, Matjaž Gams R-R vs GSR - an inter-domain study for arousal recognition Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 79-82, Institut Jožef Stefan, Ljubljana, 2017. Erik Dovgan, Jaka Sodnik, Ivan Bratko, Bogdan Filipič Optimiranje časa in porabe goriva v modelih človeške vožnje Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 35-38, Institut Jožef Stefan, Ljubljana, 2017. Vito Janko, Andreas R. Stensbye, Mitja Luštrek Predicting office's ambient parameters Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 83-86, Institut Jožef Stefan, Ljubljana, 2017. Matjaž Gams Artificial intelligence in 2017 Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 7-10, Institut Jožef Stefan, Ljubljana, 2017. Tomaž Šef, Robert Blatnik Vpliv različnega prenosnega kanala pri referenčnih in testnih posnetkih na forenzično verifikacijo govorcev Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A, pp. str. 19-22, Institut Jožef Stefan, Ljubljana, 2017.2018
Conference Papers
@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: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: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: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: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: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: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}
}
@article{COBISS.SI-ID:4789243,
title = {Psychosocial approach to migrants : current state, issues and improvement possibilities},
author = {Jana Krivec and Tea Golob},
doi = {10.12959/issn.1855-0541.IIASS-2017-no2-art03},
year = {2017},
date = {2017-01-01},
journal = {Innovative issues and approaches in social sciences},
volume = {vol. 10},
number = {no. 2},
pages = {str. 42-61},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:30107687,
title = {Hybrid multi-agent strategy discovering algorithm for human behavior},
author = {Aleš Tavčar and Damjan Kužnar and Matjaž Gams},
doi = {10.1016/j.eswa.2016.11.036},
year = {2017},
date = {2017-01-01},
journal = {Expert systems with applications},
volume = {vol. 71},
pages = {str. 370-382},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Book Chapters
@incollection{COBISS.SI-ID:2048417555,
title = {Cognitive processes and information technology in education},
author = {Jana Krivec},
editor = {Borut Rončević and Matevž Tomšič},
doi = {10.3726/b10694},
year = {2017},
date = {2017-01-01},
booktitle = {Information society and its manifestations : economy, politics, culture},
publisher = {PL Academic Research},
address = {Frankfurt am Main [etc.]},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@incollection{COBISS.SI-ID:71536131,
title = {Cognitive processes and information technology in education},
author = {Jana Krivec},
editor = {Borut Rončević and Matevž Tomšič},
year = {2017},
date = {2017-01-01},
booktitle = {Information society and its manifestations : economy, politics, culture},
pages = {str. 217-239},
publisher = {PL Academic Research},
address = {Frankfurt am Main [etc.]},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
Conference Papers
@inproceedings{COBISS.SI-ID:30857511,
title = {Designing a personal decision support system for congestive heart failure management},
author = {Marko Bohanec and Erik Dovgan and Pavel Maslov and Aljoša Vodopija and Mitja Luštrek and Paolo Emilio Puddu and Michele Schiariti and Maria Constanza Ciancarelli and Anneleen Baert and Sofie Pardaens and Els Clays},
editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
pages = {str. 67-70},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30880807,
title = {Intelligent society},
author = {Greg Evseev and Jani Bizjak and Gregor Grasselli and Aleš Tavčar and Blaž Mahnič and Matjaž Gams},
editor = {Matjaž Gams and Jernej Zupančič},
year = {2017},
date = {2017-01-01},
booktitle = {Delavnica AS-IT-IC : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9. in 13. oktober 2017, [Ljubljana, Slovenia] : zvezek E = AS-IT-IC Workshop : proceedings of the 20th International Multiconference Information Society - IS 2017, October 9th and 13th, 2017, Ljubljana, Slovenia : volume E},
pages = {str. 7-10},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30975783,
title = {Superintelligence and future of human civilization},
author = {Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {ICT innovations 2017},
publisher = {s. n.]},
address = {[S. l.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30854183,
title = {JSI Sound - platforma za enostavno klasifikacijo zvočnih posnetkov : demonstracija na zvokih živali},
author = {Borut Budna and Martin Gjoreski and Anton Gradišek and Matjaž Gams},
editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
pages = {str. 23-25},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30858023,
title = {Recognizing hand-specific activities with a smartwatch placed on dominant or non-dominant wrist},
author = {Božidara Cvetković and Vid Drobnič and Mitja Luštrek},
editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
pages = {str. 75-78},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30854439,
title = {Bat classification using deep neural network},
author = {Jani Bizjak and Anton Gradišek and Luka Stepančič and Primož Presetnik},
editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
pages = {str. 27-30},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30858279,
title = {R-R vs GSR - an inter-domain study for arousal recognition},
author = {Martin Gjoreski and Blagoj Mitrevski and Mitja Luštrek and Matjaž Gams},
editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
pages = {str. 79-82},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30854695,
title = {Optimiranje časa in porabe goriva v modelih človeške vožnje},
author = {Erik Dovgan and Jaka Sodnik and Ivan Bratko and Bogdan Filipič},
editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
pages = {str. 35-38},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30858535,
title = {Predicting office's ambient parameters},
author = {Vito Janko and Andreas R. Stensbye and Mitja Luštrek},
editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
pages = {str. 83-86},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30853159,
title = {Artificial intelligence in 2017},
author = {Matjaž Gams},
editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
pages = {str. 7-10},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30853927,
title = {Vpliv različnega prenosnega kanala pri referenčnih in testnih posnetkih na forenzično verifikacijo govorcev},
author = {Tomaž Šef and Robert Blatnik},
editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume A},
pages = {str. 19-22},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968