Publications

@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:31915815,

title = {Blood pressure estimation with a wristband optical sensor},

author = {Gašper Slapničar and Mitja Luštrek},

year  = {2018},

date = {2018-01-01},

booktitle = {UbiComp/ISWC'18 adjunct},

pages = {str. 758-761},

publisher = {The Association for Computing Machinery},

address = {New York (NY)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{COBISS.SI-ID:31575079,

title = {Comparing black-box differential evolution and classic differential evolution},

author = {Aljoša Vodopija and Tea Tušar and Bogdan Filipič},

doi = {10.1145/3205651.3208309},

year  = {2018},

date = {2018-01-01},

booktitle = {GECCO 2018, the Genetic and Evolutionary Computation Conference Companion a recombination of the 27th International Conference on Genetic Algorithms (ICGA) and the 23rd Annual Genetic Programming Conference (GP), July 15th - 19th 2018, Kyoto, Japan},

pages = {str. 1537-1544},

publisher = {ACM = Association for Computing Machinery},

address = {New York},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{COBISS.SI-ID:31285031,

title = {ECG simulator tuning : a parallel multiobjective optimization approach},

author = {Bogdan Filipič and Matjaž Depolli and Jernej Zupančič and Jan Gmys and Maxime Gobert and Nouredine Melab and Daniel Tuyttens},

year  = {2018},

date = {2018-01-01},

booktitle = {Proceedings OLA' 2018},

pages = {str. 25-28},

publisher = {s. n.]},

address = {[S. l.},

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}

}

@inproceedings{COBISS.SI-ID:27068675,

title = {Deep ensembles for inter-domain arousal Recognition},

author = {Martin Gjoreski and Hristijan Gjoreski and Mitja Luštrek and Matjaž Gams},

year  = {2018},

date = {2018-01-01},

booktitle = {Workshop on Artificial Intelligence in Affective Computing, 15 July 2018, Stockholm, Sweden},

pages = {str. 52-65},

series = {Proceedings of machine learning research, Vol. 86},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{COBISS.SI-ID:31729959,

title = {Framework for human activity recognition on smartphones and smartwatches},

author = {Blagoj Mitrevski and Viktor Petreski and Martin Gjoreski and Biljana Risteska Stojkoska},

editor = {Slobodan Kalajdziski and Nevena Ackovska},

year  = {2018},

date = {2018-01-01},

booktitle = {Engineering and life sciences : 10th International Conference, ICT Innovations 2018, Ohrid, Macedonia, September 17-19, 2018, Proceedings},

pages = {str. 90-99},

publisher = {Springer},

address = {Cham},

series = {Communications in computer and information science, vol. 940},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{COBISS.SI-ID:31845927,

title = {Varnostna ura IJS},

author = {Mateja Drnovšek and Tine Kolenik and Matjaž Gams},

editor = {Matjaž Gams and Aleš Tavčar},

year  = {2018},

date = {2018-01-01},

booktitle = {Delavnica za elektronsko in mobilno zdravje ter pametna mesta : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek I = Workshop Electronic and mobile health and smart cities : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume I},

pages = {str. 20-23},

publisher = {Institut "Jožef Stefan"},

address = {Ljubljana},

series = {Informacijska družba},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{COBISS.SI-ID:31875623,

title = {Model-based multiobjective optimization of elevator group control},

author = {Aljoša Vodopija and Jörg Stork and Thomas Bartz-Beielstein 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. 43-46},

publisher = {Institut "Jožef Stefan"},

address = {Ljubljana},

series = {Informacijska družba},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{COBISS.SI-ID:31583271,

title = {Intelligent assistant for elderly},

author = {Jani Bizjak and Anton Gradišek and Matjaž Gams},

editor = {Jérôme Lange},

year  = {2018},

date = {2018-01-01},

booktitle = {IJCAI},

pages = {str. 5808-5810},

publisher = {International Joint Conferences on Artificial Intelligence},

address = {[S. l.]},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{COBISS.SI-ID:31492391,

title = {INLIFE - Independent Living support Functions for the Elderly : technology and pilot overview},

author = {Arlene J. Astell and Anton Gradišek and Jani Bizjak and Hristijan Gjoreski and Matjaž Gams and Karmen Goljuf and others},

editor = {Ioannis Chatzigiannakis},

year  = {2018},

date = {2018-01-01},

booktitle = {Intelligent environments 2018 : Workshop Proceedings of the 14th International, Conference on Intelligent Environments, Rome 25th-28th June 2018},

pages = {str. 526-535},

publisher = {IOS Press},

address = {Amsterdam},

series = {Ambient intelligence and smart environments, vol. 23},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{COBISS.SI-ID:31861543,

title = {Opis zmagovalne rešitve na mednarodnem tekmovanju o napovedovanju izida točk v tenisu},

author = {Miha Mlakar and Scott Sobel},

editor = {Mitja Luštrek and Rok Piltaver and Matjaž Gams},

year  = {2018},

date = {2018-01-01},

booktitle = {Slovenska konferenca o umetni inteligenci : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume A},

pages = {str. 66-69},

publisher = {Institut "Jožef Stefan"},

address = {Ljubljana},

series = {Informacijska družba},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{COBISS.SI-ID:1538040771,

title = {My watch says I'm busy : inferring cognitive load with low-cost wearables},

author = {Martin Gjoreski and Mitja Luštrek and Veljko Pejović},

doi = {10.1145/3267305.3274113},

year  = {2018},

date = {2018-01-01},

booktitle = {UbiComp/ISWC'18 adjunct},

pages = {str. 1234-1240},

publisher = {The Association for Computing Machinery},

address = {New York (NY)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{COBISS.SI-ID:31519783,

title = {Adaptive filtering combined with deep ensembles for better arrhythmia detection},

author = {Jani Bizjak and Matjaž Gams},

year  = {2018},

date = {2018-01-01},

booktitle = {BOOM 2018},

pages = {2 str.},

publisher = {International Joint Conferences on Artificial Intelligence},

address = {[S. l.]},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{COBISS.SI-ID:31844391,

title = {The quest for understanding},

author = {Matej Cigale and Mitja Luštrek and Matjaž Gams and Torsten Krämer and Meike Engelhardt and Peter Zentel},

editor = {Toma Strle and Olga Markič},

year  = {2018},

date = {2018-01-01},

booktitle = {Kognitivna znanost : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8-12. oktober 2018, Ljubljana, Slovenia : zvezek B = Cognitive science : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October 2018, [Ljubljana, Slovenia] : volume B},

pages = {str. 37-40},

publisher = {Institut "Jožef Stefan"},

address = {Ljubljana},

series = {Informacijska družba},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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:31698471,

title = {Choosing duty-cycle parameters for context recognition},

author = {Vito Janko and Mitja Luštrek},

editor = {Jason J. Jung},

year  = {2018},

date = {2018-01-01},

booktitle = {The 14th International Conference on Intelligent Environments, IE'18, 25th-28th June 2018, Rome, Italy},

pages = {4 str.},

publisher = {s. n.]},

address = {[S. l.},

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}

}