Ambient intelligence

@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: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: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: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: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}

}

@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: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}

}

@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.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{COBISS.SI-ID:31199527,

title = {Energy-efficient data collection for context recognition},

author = {Vito Janko 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. 458-463},

publisher = {ACM = Association for Computing Machinery},

address = {New York},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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: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: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:33194791,

title = {CrowdHEALTH : holistic health records and big data analytics for health policy making and personalized health},

author = {Dimosthenis Kyriazis and Gregor Jurak and Mitja Luštrek and Gregor Starc and Dalibor Stanimirović and others},

editor = {John Mantas},

doi = {10.3233/978-1-61499-781-8-19},

year  = {2017},

date = {2017-01-01},

booktitle = {Informatics empowers healthcare transformation : [ICIMT International Conference on Informatics, Management, and Technology in Healtcare, 7.9 July 2017, Athens, Greece]},

pages = {str. 19-23},

publisher = {IOS Press},

address = {Amsterdam},

series = {Studies in health technology and informatics, vol. 238},

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: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}

}

@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: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: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}

}