TRUST-ME
G. Slapničar, Z. Anžur, M. Luštrek Recent developments in sensing technology (e.g., video- and audio-based and wearable sensors) and advanced...
Ambient intelligence aims at increasing the quality of life by introducing the technology into our everyday environment in a way that places minimal burden on the user. Due to the rapid aging of the population, care for the elderly and telemedicine are among the area’s main goals, but applications for the general population, such as smart buildings, are also important. A prerequisite for ambient intelligence is understanding the user’s situation and needs, which we address by analyzing human behavior using various sensors. We work with many sensor types, but have particularly extensive experience with:
We work on a wide range of ambient intelligence tasks, for example:
G. Slapničar, Z. Anžur, M. Luštrek Recent developments in sensing technology (e.g., video- and audio-based and wearable sensors) and advanced...
M. Luštrek, M. Jordan, N. Reščič, M. F. Martinšek The overall goal of the SmartCHANGE project is to develop trustworthy,...
M. Luštrek There are around 88 million tonnes of food wasted each year in the European Union. The Waste Quantification...
V. Janko, M. Gams, B. Filipič, T. Šef, M. Luštrek, T. Tušar, A. Gradišek, E. Dovgan, M. Mlakar, J. Krivec,...
M. Luštrek, J. Valič, V. Janko COVIRNA – a patient-centred Innovation Action aiming to generate a diagnostic tool to identify...
M. Luštrek, N. Reščič The WideHealth Project (Widening Research on Pervasive eHealth) will enable research exchanges and training activities on the...
M. Luštrek, C. M. DeMasi The CoachMyLife project (AAL Call 2018) Short description, main aims and objectives of the project:...
M. Luštrek, V. Janko SI4CARE: Social Innovation for integrated health CARE of ageing population in ADRION Regions Programme: INTERREG V-B Adriatic-Ionian...
M. Luštrek, N. Reščič WellCo (Horizon2020 project) Short description, main aims and objectives of the project: Aim of the project...
M. Luštrek, J. Lukan STRAW: Disentangling the sources and context of day-to-day STRess At Work Short description, main aims and...
Zoja and Gašper had a presentation about Trust-ME project. ppt
Our department is a partner in the WideHealth project, which is providing training and networking opportunities on pervasive health. We...
M. Luštrek Dr. Mitja Luštrek was the general organizer and coordinator of all the workshops taking place as part of...
M. Luštrek, N. Reščič, V. Janko We organized a winter school as part of the WideHealth project, which hosted a...
M. Luštrek Dr. Mitja Luštrek co-organized a workshop on on-body sensor networks as part of the well-established UbiComp conference. https://ubicomp.eti.uni-siegen.de/workshop/obsn2020/
Monika Simjanoska, Martin Gjoreski, Matjaž Gams, Ana Madevska Bogdanova Non-invasive blood pressure estimation from ECG using machine learning techniques Journal Article In: Sensors, vol. vol. 18, no. no. 4, pp. str. 1160-1-1160-20, 2018. BibTeX | Links: Carlo De Masi, F. Matteucci, F. Vincenzo The effects of the initial mass function on the chemical evolution of elliptical galaxies Journal Article In: Monthly notices of the royal astronomical society, vol. vol. 474, no. no. 4, pp. str. 5259-5271, 2018. BibTeX | Links: Clarissa P. C. Gomes, Antonio Salgado-Somoza, Ester E. Creemers, Christoph Dieterich, Mitja Luštrek, Yvan Devaux Dieterich, On network Circular RNAs in the cardiovascular system Journal Article In: Non-coding RNA research, vol. vol. 3, no. no. 1, pp. str. 1-11, 2018. BibTeX | Links: Martin Gjoreski, Mitja Luštrek, Matjaž Gams, Blagoj Mitrevski An inter-domain study for arousal recognition from physiological signals Journal Article In: Informatica : an international journal of computing and informatics, vol. vol. 42, no. no. 1, pp. str. 61-68, 2018. Gašper Slapničar, Mitja Luštrek, Matej Marinko Continuous blood pressure estimation from PPG signal Journal Article In: Informatica : an international journal of computing and informatics, vol. vol. 42, no. no. 1, pp. str. 33-42, 2018. Miha Mlakar, Paolo Emilio Puddu, Maja Somrak, Silvio Bonfiglio, Mitja Luštrek, On Chiron, HeartMan projects Mining telemonitored physiological data and patient-reported outcomes of congestive heart failure patients Journal Article In: PloS one, vol. vol. 13, no. no. 3, pp. str. e0190323-1-e0190323-23, 2018. BibTeX | Links: Božidara Cvetković, Robert Szeklicki, Vito Janko, Przemyslaw Lutomski, Mitja Luštrek Real-time activity monitoring with a wristband and a smartphone Journal Article In: Information fusion, vol. vol. 43, pp. str. 77-93, 2018. BibTeX | Links: Anneleen Baert, Mitja Luštrek, Aljoša Vodopija, Marko Bohanec, On consortium A personal decision support system for heart failure management (HeartMan) : study protocol of the HeartMan randomized controlled trial Journal Article In: BMC cardiovascular disorders, vol. vol. 18, pp. str. 186-1-186-9, 2018. BibTeX | Links: Vito Janko, Mitja Luštrek Using markov chains and multi-objective optimization for energy-efficient context recognition Journal Article In: Sensors, vol. vol. 18, no. no. 1, pp. str. 80-1-80-17, 2018. BibTeX | Links: Carlo De Masi The effect of the Initial Mass Function (IMF) on the chemical evolution of elliptical galaxies : anno academico 2017/2018 : XXXI Ciclo del Dottorato di Ricerca in Fisica : Astronomia e Astrofisica Book [C. M. De Masi], Trieste, 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. 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. Blagoj Mitrevski, Viktor Petreski, Martin Gjoreski, Biljana Risteska Stojkoska Framework for human activity recognition on smartphones and smartwatches Inproceedings In: Slobodan Kalajdziski, Nevena Ackovska (Ed.): Engineering and life sciences : 10th International Conference, ICT Innovations 2018, Ohrid, Macedonia, September 17-19, 2018, Proceedings, pp. str. 90-99, Springer, Cham, 2018. Jani Bizjak, Anton Gradišek, Matjaž Gams Intelligent assistant for elderly Inproceedings In: Jérôme Lange (Ed.): IJCAI, pp. str. 5808-5810, International Joint Conferences on Artificial Intelligence, [S. l.], 2018. Arlene J. Astell, Anton Gradišek, Jani Bizjak, Hristijan Gjoreski, Matjaž Gams, Karmen Goljuf, others INLIFE - Independent Living support Functions for the Elderly : technology and pilot overview Inproceedings In: Ioannis Chatzigiannakis (Ed.): Intelligent environments 2018 : Workshop Proceedings of the 14th International, Conference on Intelligent Environments, Rome 25th-28th June 2018, pp. str. 526-535, IOS Press, Amsterdam, 2018. Jani Bizjak, Matjaž Gams Adaptive filtering combined with deep ensembles for better arrhythmia detection Inproceedings In: BOOM 2018, pp. 2 str., International Joint Conferences on Artificial Intelligence, [S. l.], 2018. 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. 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. 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. 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. 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. 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. Gašper Slapničar, Mitja Luštrek Blood pressure estimation with a wristband optical sensor Inproceedings In: UbiComp/ISWC'18 adjunct, pp. str. 758-761, The Association for Computing Machinery, New York (NY), 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. Martin Gjoreski, Hristijan Gjoreski, Mitja Luštrek, Matjaž Gams Deep ensembles for inter-domain arousal Recognition Inproceedings In: Workshop on Artificial Intelligence in Affective Computing, 15 July 2018, Stockholm, Sweden, pp. str. 52-65, 2018. Miha Mlakar, Scott Sobel Opis zmagovalne rešitve na mednarodnem tekmovanju o napovedovanju izida točk v tenisu Inproceedings In: Mitja Luštrek, Rok Piltaver, Matjaž Gams (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8.-12. oktober 2018, Ljubljana, Slovenia : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October, 2018, [Ljubljana, Slovenia] : volume A, pp. str. 66-69, Institut "Jožef Stefan", Ljubljana, 2018. Martin Gjoreski, Mitja Luštrek, Veljko Pejović My watch says I'm busy : inferring cognitive load with low-cost wearables Inproceedings In: UbiComp/ISWC'18 adjunct, pp. str. 1234-1240, The Association for Computing Machinery, New York (NY), 2018. BibTeX | Links: Matej Cigale, Mitja Luštrek, Matjaž Gams, Torsten Krämer, Meike Engelhardt, Peter Zentel The quest for understanding Inproceedings In: Toma Strle, Olga Markič (Ed.): Kognitivna znanost : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 8-12. oktober 2018, Ljubljana, Slovenia : zvezek B = Cognitive science : proceedings of the 21st International Multiconference Information Society - IS 2018, 8-12 October 2018, [Ljubljana, Slovenia] : volume B, pp. str. 37-40, Institut "Jožef Stefan", Ljubljana, 2018. Vito Janko, Mitja Luštrek Choosing duty-cycle parameters for context recognition Inproceedings In: Jason J. Jung (Ed.): The 14th International Conference on Intelligent Environments, IE'18, 25th-28th June 2018, Rome, Italy, pp. 4 str., s. n.], [S. l., 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. 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: Vito Janko, Božidara Cvetković, Anton Gradišek, Mitja Luštrek, Boro Štrumbelj, Tanja Kajtna e-Gibalec : mobile application to monitor and encourage physical activity in schoolchildren Journal Article In: Journal of ambient intelligence and smart environments, vol. vol. 9, no. no. 5, pp. str. 595-609, 2017. BibTeX | Links: Martin Gjoreski, Mitja Luštrek, Matjaž Gams, Hristijan Gjoreski Monitoring stress with a wrist device using context Journal Article In: Journal of biomedical informatics, vol. vol. 73, pp. str. 159-170, 2017. BibTeX | Links: 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: Junoš Lukan, Klemen Ambrožič, Gašper Žerovnik, Luka Snoj Analytical measures of homogeneity of the photon radiation field and possible applications Journal Article In: Nuclear instruments and methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment, no. vol. 864, pp. str. 50-60, 2017. BibTeX | Links: 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: 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. 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. 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. 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. 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, 2017.2018
Journal Articles
@article{COBISS.SI-ID:31328551,
title = {Non-invasive blood pressure estimation from ECG using machine learning techniques},
author = {Monika Simjanoska and Martin Gjoreski and Matjaž Gams and Ana Madevska Bogdanova},
doi = {10.3390/s18041160},
year = {2018},
date = {2018-01-01},
journal = {Sensors},
volume = {vol. 18},
number = {no. 4},
pages = {str. 1160-1-1160-20},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:18507011,
title = {The effects of the initial mass function on the chemical evolution of elliptical galaxies},
author = {Carlo De Masi and F. Matteucci and F. Vincenzo},
doi = {10.1093/mnras/stx3044},
year = {2018},
date = {2018-01-01},
journal = {Monthly notices of the royal astronomical society},
volume = {vol. 474},
number = {no. 4},
pages = {str. 5259-5271},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31257639,
title = {Circular RNAs in the cardiovascular system},
author = {Clarissa P. C. Gomes and Antonio Salgado-Somoza and Ester E. Creemers and Christoph Dieterich and Mitja Luštrek and Yvan Devaux Dieterich and On network},
doi = {10.1016/j.ncrna.2018.02.002},
year = {2018},
date = {2018-01-01},
journal = {Non-coding RNA research},
volume = {vol. 3},
number = {no. 1},
pages = {str. 1-11},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31328807,
title = {An inter-domain study for arousal recognition from physiological signals},
author = {Martin Gjoreski and Mitja Luštrek and Matjaž Gams and Blagoj Mitrevski},
year = {2018},
date = {2018-01-01},
journal = {Informatica : an international journal of computing and informatics},
volume = {vol. 42},
number = {no. 1},
pages = {str. 61-68},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31486503,
title = {Continuous blood pressure estimation from PPG signal},
author = {Gašper Slapničar and Mitja Luštrek and Matej Marinko},
year = {2018},
date = {2018-01-01},
journal = {Informatica : an international journal of computing and informatics},
volume = {vol. 42},
number = {no. 1},
pages = {str. 33-42},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31257895,
title = {Mining telemonitored physiological data and patient-reported outcomes of congestive heart failure patients},
author = {Miha Mlakar and Paolo Emilio Puddu and Maja Somrak and Silvio Bonfiglio and Mitja Luštrek and On Chiron and HeartMan projects},
doi = {10.1371/journal.pone.0190323},
year = {2018},
date = {2018-01-01},
journal = {PloS one},
volume = {vol. 13},
number = {no. 3},
pages = {str. e0190323-1-e0190323-23},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:30521383,
title = {Real-time activity monitoring with a wristband and a smartphone},
author = {Božidara Cvetković and Robert Szeklicki and Vito Janko and Przemyslaw Lutomski and Mitja Luštrek},
doi = {10.1016/j.inffus.2017.05.004},
year = {2018},
date = {2018-01-01},
journal = {Information fusion},
volume = {vol. 43},
pages = {str. 77-93},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31739687,
title = {A personal decision support system for heart failure management (HeartMan) : study protocol of the HeartMan randomized controlled trial},
author = {Anneleen Baert and Mitja Luštrek and Aljoša Vodopija and Marko Bohanec and On consortium},
doi = {10.1186/s12872-018-0921-2},
year = {2018},
date = {2018-01-01},
journal = {BMC cardiovascular disorders},
volume = {vol. 18},
pages = {str. 186-1-186-9},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31199271,
title = {Using markov chains and multi-objective optimization for energy-efficient context recognition},
author = {Vito Janko and Mitja Luštrek},
doi = {10.3390/s18010080},
year = {2018},
date = {2018-01-01},
journal = {Sensors},
volume = {vol. 18},
number = {no. 1},
pages = {str. 80-1-80-17},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Books
@book{COBISS.SI-ID:18523907,
title = {The effect of the Initial Mass Function (IMF) on the chemical evolution of elliptical galaxies : anno academico 2017/2018 : XXXI Ciclo del Dottorato di Ricerca in Fisica : Astronomia e Astrofisica},
author = {Carlo De Masi},
year = {2018},
date = {2018-01-01},
publisher = {[C. M. De Masi]},
address = {Trieste},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
Conference Papers
@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: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: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: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: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: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: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: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: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: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: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: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: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: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: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: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}
}
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:30687271,
title = {e-Gibalec : mobile application to monitor and encourage physical activity in schoolchildren},
author = {Vito Janko and Božidara Cvetković and Anton Gradišek and Mitja Luštrek and Boro Štrumbelj and Tanja Kajtna},
doi = {10.3233/AIS-170453},
year = {2017},
date = {2017-01-01},
journal = {Journal of ambient intelligence and smart environments},
volume = {vol. 9},
number = {no. 5},
pages = {str. 595-609},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:30696999,
title = {Monitoring stress with a wrist device using context},
author = {Martin Gjoreski and Mitja Luštrek and Matjaž Gams and Hristijan Gjoreski},
doi = {10.1016/j.jbi.2017.08.006},
year = {2017},
date = {2017-01-01},
journal = {Journal of biomedical informatics},
volume = {vol. 73},
pages = {str. 159-170},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID: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:30568743,
title = {Analytical measures of homogeneity of the photon radiation field and possible applications},
author = {Junoš Lukan and Klemen Ambrožič and Gašper Žerovnik and Luka Snoj},
doi = {10.1016/j.nima.2017.05.020},
year = {2017},
date = {2017-01-01},
journal = {Nuclear instruments and methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment},
number = {vol. 864},
pages = {str. 50-60},
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}
}
Conference Papers
@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: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: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}
}
Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968