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:...
Matjaž Gams Umetna inteligenca in izbrane demografske-ekonomske analize Inproceedings In: Janez Malačič, Matjaž Gams (Ed.): Soočanje z demografskimi izzivi : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek F = Facing demographic challenges : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume F, pp. str. 33-37, Institut Jožef Stefan, Ljubljana, 2017. Matjaž Gams, Aleš Tavčar Integracija v EMZ EkoSMART Inproceedings In: Matjaž Gams, Aleš Tavčar (Ed.): Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume I, pp. str. 7-9, Institut Jožef Stefan, Ljubljana, 2017. Aljoša Vodopija, Miha Mlakar, Mitja Luštrek Predictive models to improve the wellbeing of heart-failure patients Inproceedings In: Workshop on advanced predictive model in healthcare, pp. 10 str., s. l.], [S. l., 2017. Tomaž Čegovnik, Klemen Trontelj, Erik Dovgan, Jaka Sodnik Ocenjevanje voznikovega vedenja in varnosti v prometu na simulatorju vožnje Inproceedings In: Andrej Žemva, Andrej Trost (Ed.): Zbornik šestindvajsete mednarodne Elektrotehniške in računalniške konference ERK 2017 = Proceedings of the Twenty-sixth International Electrotechnical and Computer Science Conference ERK 2017, pp. str. 264-267, IEEE, Slovenska sekcija IEEE, Ljubljana, 2017. Jana Krivec, Matjaž Gams Virtual personal psychosocial counsellor Inproceedings In: Vladimir Fomichov, Olga S. Fomichova (Ed.): Kognitonika : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek D = Cognitonics : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume D, pp. str. 38-42, Institut Jožef Stefan, Ljubljana, 2017. Benjamin Novak, Rok Piltaver, Matjaž Gams User-friendly multi-objective learning of accurate and comprehensible hybrid-trees 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. 39-42, Institut Jožef Stefan, Ljubljana, 2017. Božidara Cvetković, Martin Gjoreski, Jure Šorn, Martin Frešer, Mitja Luštrek, Maciej Bogdański, Katarzyna Jackowska, Michał Kosiedowski, Aleksander Stroiński Management of physical, mental and environmental stress at the workplace Inproceedings In: Jason J. Jung (Ed.): IE' 2017, pp. str. 76-83, IEEE = Institute of Electrical and Electronics Engineers, Danvers, 2017. Matjaž Gams Asilomar AI principles Inproceedings In: Olga Markič, Toma Strle, Tine Kolenik, Urban Kordeš, Matjaž Gams (Ed.): Kognitivna znanost : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9-13. oktober 2017, [Ljubljana, Slovenia] : zvezek B = Cognitive science : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October 2017, Ljubljana, Slovenia : volume B, pp. str. 10-13, Institut Jožef Stefan, Ljubljana, 2017. Tine Kolenik The use of genetic algorithms in researching non-veridical perception Inproceedings In: Olga Markič, Toma Strle, Tine Kolenik, Urban Kordeš, Matjaž Gams (Ed.): Kognitivna znanost : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9-13. oktober 2017, [Ljubljana, Slovenia] : zvezek B = Cognitive science : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October 2017, Ljubljana, Slovenia : volume B, pp. str. 25-28, Institut Jožef Stefan, Ljubljana, 2017. Jana Krivec, Adela Černigoj Razlogi za starševstvo in pomen otrok pri slovenskih materah Inproceedings In: Janez Malačič, Matjaž Gams (Ed.): Soočanje z demografskimi izzivi : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek F = Facing demographic challenges : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume F, pp. str. 52-55, Institut Jožef Stefan, Ljubljana, 2017. Miha Mlakar, Mitja Luštrek Analyzing tennis game through sensor data with machine learning and multi-objective optimization Inproceedings In: UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii, pp. str. 153-156, ACM = Association for Computing Machinery, New York, 2017. Jani Bizjak, Anton Gradišek, Luka Stepančič, Hristijan Gjoreski, Matjaž Gams, Karmen Goljuf Intelligent system to assist the independent living of the elderly Inproceedings In: Jason J. Jung (Ed.): IE' 2017, pp. str. 180-183, IEEE = Institute of Electrical and Electronics Engineers, Danvers, 2017. Tea Tušar, Nikolaus Hansen, Dimo Brockhoff Anytime benchmarking of budget-dependent algorithms with the COCO platform 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. 47-50, Institut Jožef Stefan, Ljubljana, 2017. Alen Ajanović, Karolina Počivavšek, Matic Podpadec, Andrej Ulčar, Ana Marija Peterlin, Ana Prodan, Saša Rink, Anton Gradišek, Matjaž Gams, Gašper Fele-Žorž, Mojca Matičič Application for viral hepatitis infection risk assessment Inproceedings In: Matjaž Gams, Aleš Tavčar (Ed.): Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume I, pp. str. 46-48, Institut Jožef Stefan, Ljubljana, 2017. Božidara Cvetković, Martin Gjoreski, Jure Šorn, Pavel Maslov, Mitja Luštrek Monitoring physical activity and mental stress using wrist-worn device and a smartphone Inproceedings In: Michelangelo Ceci, Ljupčo Todorovski, Sašo Džeroski (Ed.): Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017. Part I : proceedings, pp. str. 414-418, Springer, Cham, 2017. Matjaž Gams Globalizem in prednosti superinteligence za RS Slovenijo Inproceedings In: Tine Hribar (Ed.): Prenova Evrope, pp. str. 118-128, Slovenska akademija znanosti in umetnosti, = Academia scientiarum et artium Slovenica, Ljubljana, 2017. Tomaž Šef, Aleš Tavčar, Miha Mlakar, Matjaž Gams Spletno svetovanje študentom v stiskah Inproceedings In: Matjaž Gams, Aleš Tavčar (Ed.): Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume I, pp. str. 49-52, Institut Jožef Stefan, Ljubljana, 2017. Božidara Cvetković, Martin Gjoreski, Jure Šorn, Pavel Maslov, Michał Kosiedowski, Maciej Bogdański, Aleksander Stroiński, Mitja Luštrek Real-time physical activity and mental stress management with a wristband and a smartphone Inproceedings In: UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii, pp. str. 225-228, ACM = Association for Computing Machinery, New York, 2017. Gašper Slapničar, Matej Marinko, Mitja Luštrek Continuous blood pressure estimation from PPG signal 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. 71-74, Institut Jožef Stefan, Ljubljana, 2017. Martin Gjoreski, Monika Simjanoska, Anton Gradišek, Ana Marija Peterlin, Matjaž Gams, Gregor Poglajen Chronic heart failure detection from heart sounds using a stack of machine-learning classifiers Inproceedings In: Jason J. Jung (Ed.): IE' 2017, pp. str. 14-19, IEEE = Institute of Electrical and Electronics Engineers, Danvers, 2017. Martin Gjoreski, Hristijan Gjoreski, Mitja Luštrek, Matjaž Gams Deep affect recognition from R-R intervals Inproceedings In: UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii, pp. str. 754-762, ACM = Association for Computing Machinery, New York, 2017. Erik Dovgan, Jaka Sodnik, Ivan Bratko, Bogdan Filipič Multiobjective discovery of human-like driving strategies Inproceedings In: GECCO'17 companion : proceeding of the 2017 on Genetic and Evolutionary Computation Conference Companion, July 15-19, 2017 Berlin, Germany, pp. str. 1319-1323, ACM = Association for Computing Machinery, New York, 2017. BibTeX | Links: Jernej Zupančič, Gregor Grasselli, Aleš Tavčar, Matjaž Gams Virtual assistants for the Austrian-Slovenian Intelligent Tourist-Information Center 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. 27-30, Institut Jožef Stefan, Ljubljana, 2017. Miha Mlakar, Mitja Luštrek Automatic tennis analysis with the use of machine learning and multi-objective optimization 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. 43-46, Institut Jožef Stefan, Ljubljana, 2017. Klemen Trontelj, Tomaž Čegovnik, Erik Dovgan, Jaka Sodnik Evaluating safe driving behavior in a driving simulator Inproceedings In: Miloš Zdravković, Miroslav Trajanović, Zora Konjović (Ed.): ICIST 2017 : proceedings, pp. str. 299-302, Society for Information Systems and Computer Networks, Belgrade, 2017.2017
Conference Papers
@inproceedings{COBISS.SI-ID:30873895,
title = {Umetna inteligenca in izbrane demografske-ekonomske analize},
author = {Matjaž Gams},
editor = {Janez Malačič and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Soočanje z demografskimi izzivi : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek F = Facing demographic challenges : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume F},
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@inproceedings{COBISS.SI-ID:30881831,
title = {Integracija v EMZ EkoSMART},
author = {Matjaž Gams and Aleš Tavčar},
editor = {Matjaž Gams and Aleš Tavčar},
year = {2017},
date = {2017-01-01},
booktitle = {Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume I},
pages = {str. 7-9},
publisher = {Institut Jožef Stefan},
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@inproceedings{COBISS.SI-ID:30598183,
title = {Predictive models to improve the wellbeing of heart-failure patients},
author = {Aljoša Vodopija and Miha Mlakar and Mitja Luštrek},
year = {2017},
date = {2017-01-01},
booktitle = {Workshop on advanced predictive model in healthcare},
pages = {10 str.},
publisher = {s. l.]},
address = {[S. l.},
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@inproceedings{COBISS.SI-ID:11822932,
title = {Ocenjevanje voznikovega vedenja in varnosti v prometu na simulatorju vožnje},
author = {Tomaž Čegovnik and Klemen Trontelj and Erik Dovgan and Jaka Sodnik},
editor = {Andrej Žemva and Andrej Trost},
year = {2017},
date = {2017-01-01},
booktitle = {Zbornik šestindvajsete mednarodne Elektrotehniške in računalniške konference ERK 2017 = Proceedings of the Twenty-sixth International Electrotechnical and Computer Science Conference ERK 2017},
pages = {str. 264-267},
publisher = {IEEE, Slovenska sekcija IEEE},
address = {Ljubljana},
series = {Zbornik ... Elektrotehniške in računalniške konference ERK ..., 26},
keywords = {},
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tppubtype = {inproceedings}
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@inproceedings{COBISS.SI-ID:4943611,
title = {Virtual personal psychosocial counsellor},
author = {Jana Krivec and Matjaž Gams},
editor = {Vladimir Fomichov and Olga S. Fomichova},
year = {2017},
date = {2017-01-01},
booktitle = {Kognitonika : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek D = Cognitonics : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume D},
pages = {str. 38-42},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{COBISS.SI-ID:30854951,
title = {User-friendly multi-objective learning of accurate and comprehensible hybrid-trees},
author = {Benjamin Novak and Rok Piltaver 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. 39-42},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31223847,
title = {Management of physical, mental and environmental stress at the workplace},
author = {Božidara Cvetković and Martin Gjoreski and Jure Šorn and Martin Frešer and Mitja Luštrek and Maciej Bogdański and Katarzyna Jackowska and Michał Kosiedowski and Aleksander Stroiński},
editor = {Jason J. Jung},
year = {2017},
date = {2017-01-01},
booktitle = {IE' 2017},
pages = {str. 76-83},
publisher = {IEEE = Institute of Electrical and Electronics Engineers},
address = {Danvers},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30860327,
title = {Asilomar AI principles},
author = {Matjaž Gams},
editor = {Olga Markič and Toma Strle and Tine Kolenik and Urban Kordeš and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Kognitivna znanost : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9-13. oktober 2017, [Ljubljana, Slovenia] : zvezek B = Cognitive science : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October 2017, Ljubljana, Slovenia : volume B},
pages = {str. 10-13},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{COBISS.SI-ID:11798857,
title = {The use of genetic algorithms in researching non-veridical perception},
author = {Tine Kolenik},
editor = {Olga Markič and Toma Strle and Tine Kolenik and Urban Kordeš and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Kognitivna znanost : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9-13. oktober 2017, [Ljubljana, Slovenia] : zvezek B = Cognitive science : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October 2017, Ljubljana, Slovenia : volume B},
pages = {str. 25-28},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:4943099,
title = {Razlogi za starševstvo in pomen otrok pri slovenskih materah},
author = {Jana Krivec and Adela Černigoj},
editor = {Janez Malačič and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {Soočanje z demografskimi izzivi : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek F = Facing demographic challenges : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume F},
pages = {str. 52-55},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:33260291,
title = {Analyzing tennis game through sensor data with machine learning and multi-objective optimization},
author = {Miha Mlakar and Mitja Luštrek},
year = {2017},
date = {2017-01-01},
booktitle = {UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii},
pages = {str. 153-156},
publisher = {ACM = Association for Computing Machinery},
address = {New York},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30955559,
title = {Intelligent system to assist the independent living of the elderly},
author = {Jani Bizjak and Anton Gradišek and Luka Stepančič and Hristijan Gjoreski and Matjaž Gams and Karmen Goljuf},
editor = {Jason J. Jung},
year = {2017},
date = {2017-01-01},
booktitle = {IE' 2017},
pages = {str. 180-183},
publisher = {IEEE = Institute of Electrical and Electronics Engineers},
address = {Danvers},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30856231,
title = {Anytime benchmarking of budget-dependent algorithms with the COCO platform},
author = {Tea Tušar and Nikolaus Hansen and Dimo Brockhoff},
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. 47-50},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30885415,
title = {Application for viral hepatitis infection risk assessment},
author = {Alen Ajanović and Karolina Počivavšek and Matic Podpadec and Andrej Ulčar and Ana Marija Peterlin and Ana Prodan and Saša Rink and Anton Gradišek and Matjaž Gams and Gašper Fele-Žorž and Mojca Matičič},
editor = {Matjaž Gams and Aleš Tavčar},
year = {2017},
date = {2017-01-01},
booktitle = {Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume I},
pages = {str. 46-48},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31223591,
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},
editor = {Michelangelo Ceci and Ljupčo Todorovski and Sašo Džeroski},
year = {2017},
date = {2017-01-01},
booktitle = {Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017. Part I : proceedings},
pages = {str. 414-418},
publisher = {Springer},
address = {Cham},
series = {Lecture notes in artificial intelligence, Lecture notes in artificial intelligence, LNAI 10534},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30657575,
title = {Globalizem in prednosti superinteligence za RS Slovenijo},
author = {Matjaž Gams},
editor = {Tine Hribar},
year = {2017},
date = {2017-01-01},
booktitle = {Prenova Evrope},
pages = {str. 118-128},
publisher = {Slovenska akademija znanosti in umetnosti, = Academia scientiarum et artium Slovenica},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31235623,
title = {Spletno svetovanje študentom v stiskah},
author = {Tomaž Šef and Aleš Tavčar and Miha Mlakar and Matjaž Gams},
editor = {Matjaž Gams and Aleš Tavčar},
year = {2017},
date = {2017-01-01},
booktitle = {Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 20. mednarodne multikonference Informacijska družba - IS 2017, 9.-13. oktober 2017, [Ljubljana, Slovenia] : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 20th International Multiconference Information Society - IS 2017, 9th-13th October, 2017, Ljubljana, Slovenia : volume I},
pages = {str. 49-52},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:31224103,
title = {Real-time physical activity and mental stress management with a wristband and a smartphone},
author = {Božidara Cvetković and Martin Gjoreski and Jure Šorn and Pavel Maslov and Michał Kosiedowski and Maciej Bogdański and Aleksander Stroiński and Mitja Luštrek},
year = {2017},
date = {2017-01-01},
booktitle = {UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii},
pages = {str. 225-228},
publisher = {ACM = Association for Computing Machinery},
address = {New York},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{COBISS.SI-ID:30857767,
title = {Continuous blood pressure estimation from PPG signal},
author = {Gašper Slapničar and Matej Marinko 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. 71-74},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30954791,
title = {Chronic heart failure detection from heart sounds using a stack of machine-learning classifiers},
author = {Martin Gjoreski and Monika Simjanoska and Anton Gradišek and Ana Marija Peterlin and Matjaž Gams and Gregor Poglajen},
editor = {Jason J. Jung},
year = {2017},
date = {2017-01-01},
booktitle = {IE' 2017},
pages = {str. 14-19},
publisher = {IEEE = Institute of Electrical and Electronics Engineers},
address = {Danvers},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
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@inproceedings{COBISS.SI-ID:31016999,
title = {Deep affect recognition from R-R intervals},
author = {Martin Gjoreski and Hristijan Gjoreski and Mitja Luštrek and Matjaž Gams},
year = {2017},
date = {2017-01-01},
booktitle = {UbiComp'17 : proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2017 ACM International Symposium on Wearable Computers, September 11-15, 2017, Maui, Hawaii},
pages = {str. 754-762},
publisher = {ACM = Association for Computing Machinery},
address = {New York},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30649383,
title = {Multiobjective discovery of human-like driving strategies},
author = {Erik Dovgan and Jaka Sodnik and Ivan Bratko and Bogdan Filipič},
doi = {10.1145/3067695.3082483},
year = {2017},
date = {2017-01-01},
booktitle = {GECCO'17 companion : proceeding of the 2017 on Genetic and Evolutionary Computation Conference Companion, July 15-19, 2017 Berlin, Germany},
pages = {str. 1319-1323},
publisher = {ACM = Association for Computing Machinery},
address = {New York},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30881575,
title = {Virtual assistants for the Austrian-Slovenian Intelligent Tourist-Information Center},
author = {Jernej Zupančič and Gregor Grasselli and Aleš Tavčar 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. 27-30},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:30855207,
title = {Automatic tennis analysis with the use of machine learning and multi-objective optimization},
author = {Miha Mlakar 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. 43-46},
publisher = {Institut Jožef Stefan},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:11742548,
title = {Evaluating safe driving behavior in a driving simulator},
author = {Klemen Trontelj and Tomaž Čegovnik and Erik Dovgan and Jaka Sodnik},
editor = {Miloš Zdravković and Miroslav Trajanović and Zora Konjović},
year = {2017},
date = {2017-01-01},
booktitle = {ICIST 2017 : proceedings},
pages = {str. 299-302},
publisher = {Society for Information Systems and Computer Networks},
address = {Belgrade},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968