Ambient intelligence

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:

  • Smartphone sensors
  • Dedicated inertial sensors
  • Real-time location systems
  • Infrared motion capture

We work on a wide range of ambient intelligence tasks, for example:

  • Activity recognition
  • Human energy expenditure estimation
  • Fall detection
  • Detection of unusual behavior caused by health or security issues
  • Detection of unusual environmental events
  • Recognition of diseases
  • Smart home applications focused on energy efficienty, security and ease of use

Contact Mitja Luštrek

CURRENT PROJECTS

Artificial intelligence and intelligent systems

Artificial intelligence and intelligent systems

V. Janko, M. Gams, B. Filipič, T. Šef, M. Luštrek, T. Tušar, A. Gradišek, E. Dovgan, M. Mlakar, J. Krivec,...

COVIRNA

COVIRNA

M. Luštrek, J. Valič, V. Janko COVIRNA – a patient-centred Innovation Action aiming to generate a diagnostic tool to identify...

WideHealth

WideHealth

M. Luštrek, N. Reščič The WideHealth Project (Widening Research on Pervasive eHealth) will enable research exchanges and training activities on the...

CoachMyLife

CoachMyLife

M. Luštrek, C. M. DeMasi The CoachMyLife project (AAL Call 2018) Short description, main aims and objectives of the project:...

SI4CARE

SI4CARE

M. Luštrek, V. Janko SI4CARE: Social Innovation for integrated health CARE of ageing population in ADRION Regions Programme: INTERREG V-B Adriatic-Ionian...

STRAW

STRAW

M. Luštrek, J. Lukan STRAW: Disentangling the sources and context of day-to-day STRess At Work Short description, main aims and...

PAST PROJECTS

WellCO

WellCO

M. Luštrek, N. Reščič WellCo (Horizon2020 project) Short description, main aims and objectives of the project: Aim of the project...

INSENSION

INSENSION

M. Luštrek, G. Slapničar, J. Valič, M. Cigale, E. Dovgan Insension – Personalized intelligent platform enabling interaction with digital services...

CrowdHealth

CrowdHealth

M. Luštrek, A. Gradišek CrowdHealth project Short description, main aims and objectives of the project: The aim of the project...

HeartMan

HeartMan

M. Luštrek, B. Cvetković, R. Blatnik, M. Freser HeartMan project Short description, main aims and objectives of the project: Congestive...

e-Gibalec

e-Gibalec

M. Luštrek, B. Cvetković, V. Janko Fit4Work project Short description, main aims and objectives of the project: The goal of...

Fit4Work

Fit4Work

M. Luštrek, R. Piltaver, B. Cvetković, M. Gjoreski Fit4Work project Short description, main aims and objectives of the project: The...

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EVENTS

WideHealth Summer School on Human Factors in Pervasive Health

Our department is a partner in the WideHealth project, which is providing training and networking opportunities on pervasive health. We...

Intelligent Environments Workshop

Intelligent Environments Workshop

M. Luštrek Dr. Mitja Luštrek was the general organizer and coordinator of all the workshops taking place as part of...

WideHealth Winter School on e-Health & Pervasive Technologies

WideHealth Winter School on e-Health & Pervasive Technologies

M. Luštrek, N. Reščič, V. Janko We organized a winter school as part of the WideHealth project, which hosted a...

On-Body Sensor Networks workshop

On-Body Sensor Networks workshop

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/

PEOPLE

Dr. Mitja Luštrek

Ambient Intelligence Head

+386 1 477 3380

Ana Arnež, M.Sc.

Ambient Intelligence

+386 1 477 3269

Dr. Carlo Maria De Masi

Ambient Intelligence

Dr. Vito Janko

Ambient Intelligence

Marko Jordan, M.Sc.

Ambient Intelligence

+386 1 477 3760

Emilija Kizhevska, M.Sc.

Ambient Intelligence

+386 1 477 3230

Junoš Lukan, M.Sc.

Ambient Intelligence

+386 1 477 3034

Nina Reščič, M.Sc.

Ambient Intelligence

+386 1 477 3025

Gašper Slapničar, M.Sc.

Ambient Intelligence

+386 1 477 3195

Jakob Valič, M.Sc.

Ambient Intelligence

PUBLICATIONS

174 entries « 2 of 4 »

2020

Conference Papers

Simon Stankoski, Nina Reščič, Grega Mežič, Mitja Luštrek

Real-time eating detection using a smartwatch Inproceedings

In: International Conference on Embedded Wireless Systems and Networks (EWSN) 2020 : proceedings : 17-19 Februar 2020, Lyon, France, pp. str. 247-252, ACM = Association for Computing Machinery, [S. l.], 2020.

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Stefan Kalabakov, Primož Kocuvan, Jani Bizjak, Samo Gazvoda, Matjaž Gams

Deep transfer learning for the detection of imperfections on metallic surfaces Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 35-38, Institut "Jožef Stefan", Ljubljana, 2020.

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Carlo De Masi, Mitja Luštrek

Drinking detection from videos in a home environment Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 15-18, Institut "Jožef Stefan", Ljubljana, 2020.

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David Golob, Primož Kocuvan, Jože Ravničan, Janko Petrovčič, Jani Bizjak, Matjaž Gams, Stefan Kalabakov, Gregor Dolanc

Detekcija napak na industrijskih izdelkih = Defect detection on industrial products Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 27-31, Institut "Jožef Stefan", Ljubljana, 2020.

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Argyro Mavrogiorgou, Maroje Sorić, Gregor Jurak, Mitja Luštrek, Anton Gradišek, others

CrowdHEALTH : an e-health big data driven platform towards public health policies Inproceedings

In: ICT4AWE 2020, 6th Interational Conference on Information and Communication Technology for Aging Well and e-Heath, 2020.

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Nina Reščič, Marko Jordan, Jasmin de Boer, Ilse Bierhoff, Mitja Luštrek

Mobile nutrition monitoring system : qualitative and quantitative monitoring Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 80-83, Institut "Jožef Stefan", Ljubljana, 2020.

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Andrejaana Andova, Stefano Bromuri, Mitja Luštrek

Using Mozilla's DeepSpeech to improve speech emotion recognition Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 7-10, Institut "Jožef Stefan", Ljubljana, 2020.

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Erik Dovgan, Bogdan Filipič

Semantic feature selection for AI-based estimation of operation durations in individualized tool manufacturing Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 19-22, Institut "Jožef Stefan", Ljubljana, 2020.

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Junoš Lukan, Marko Katrašnik, Larissa Bolliger, Els Clays, Mitja Luštrek

STRAW application for collecting context data and ecological momentary assessment Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 63-67, Institut "Jožef Stefan", Ljubljana, 2020.

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Andraž Levstek, Darja Silan, Aljoša Vodopija

Analiza glasu kot diagnostična metoda za odkrivanje Parkinsonove bolezni = Speech anlysis as a diagnostic method for the detection of Parkinson's disease Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 59-62, Institut "Jožef Stefan", Ljubljana, 2020.

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Ivana Kiprijanovska, Jani Bizjak, Matjaž Gams

Fall detection and remote monitoring of elderly people using a safety watch Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 39-42, Institut "Jožef Stefan", Ljubljana, 2020.

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Primož Kocuvan, Jani Bizjak, Stefan Kalabakov, Matjaž Gams

Avtomatska detekcija obrabe posnemalnih igel = Automatic wear detection of broaches Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 51-54, Institut "Jožef Stefan", Ljubljana, 2020.

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Ivana Kiprijanovska, Hristijan Gjoreski, Matjaž Gams

Abnormal gait detection using wrist-worn inertial sensors Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 47-50, Institut "Jožef Stefan", Ljubljana, 2020.

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Aljoša Vodopija, Vito Janko, Mitja Luštrek, Bogdan Filipič

Constrained multiobjective optimization for the design of energy-efficient context recognition systems Inproceedings

In: Bogdan Filipič, Edmondo Minisci, Massimiliano Vasile (Ed.): Bioinspired optimization methods and their applications : 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19-20, 2020, pp. str. 308-320, Springer, Cham, 2020.

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Jernej Zupančič, Borut Budna, Miha Mlakar, Maj Smerkol

Smart issue retrieval application Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 112-115, Institut "Jožef Stefan", Ljubljana, 2020.

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Ivana Kiprijanovska, Jani Bizjak, Samo Gazvoda, Matjaž Gams

Machine vision system for quality control in manufacturing lines Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 43-46, Institut "Jožef Stefan", Ljubljana, 2020.

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Stefan Kalabakov, Simon Stankoski, Nina Reščič, Ivana Kiprijanovska, Andrejaana Andova, Clement Picard, Vito Janko, Martin Gjoreski, Mitja Luštrek

Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning Inproceedings

In: UbiComp/ISWC '20 adjunct : proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers : September 12-17, 2020 : September 12-17, 2020, pp. str. 323-328, ACM = The Association for Computing Machinery, New York, New York, 2020.

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Martin Gjoreski, Vladimir Kuzmanovski, Marko Bohanec

Generating alternatives for DEX models using Bayesian optimization Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 23-26, Institut "Jožef Stefan", Ljubljana, 2020.

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Tine Kolenik, Matjaž Gams

Povečevanje enakosti (oskrbe duševnega zdravja) s prepričljivo tehnologijo = Increasing equality (in mental health care) with persuasive technology Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 55-58, Institut "Jožef Stefan", Ljubljana, 2020.

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Nina Reščič, Tome Eftimov, Barbara Koroušić-Seljak

Comparison of feature selection algorithms for minimization of target specific FFQs Inproceedings

In: 2020 IEEE International Conference on Big Data (Big Data), Atlanta, Gergia, USA : 10-13 Dec. 2020, pp. str. 3592-3595, IEEE = Institute of Electrical and Electronics Engineers, Danvers, 2020.

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Tine Kolenik, Martin Gjoreski, Matjaž Gams

PerMEASS - personal mental health virtual assistantwith novel ambient intelligence integration Inproceedings

In: Ester Zumpano (Ed.): Proceedings of the First International AAI4H - Advances in Artificial Intelligence for Healthcare Workshop co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, September 4, 2020, pp. str. 8-12, CEUR-WS, [S. l.], 2020.

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Tine Kolenik, Martin Gjoreski, Matjaž Gams

Designing an intelligent cognitive assistant as persuasive technology for stress, anxiety and depression relief Inproceedings

In: Mette Skov (Ed.): PERSUASIVE-ADJ 2020 adjunct proceedings, CEUR-WS, [S. l.], 2020.

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2019

Journal Articles

Dimosthenis Kyriazis, Gregor Jurak, Mitja Luštrek, Dalibor Stanimirović, Gregor Starc, others

The CrowdHEALTH project and the Hollistic Health Records : collective wisdom driving public health policies Journal Article

In: Acta informatica medica, vol. vol. 27, no. no. 5, pp. str. 369-373, 2019.

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Andrejaana Andova, Clarissa P. C. Gomes, Mitja Luštrek, Behalf EU-CardioRNA COST Action (CA17129)

Catalyzing transcriptomics research in cardiovascular disease : the CardioRNA COST action CA17129 Journal Article

In: Non-coding RNA, vol. vol. 5, no. no 2, pp. str. 31-1-31-13, 2019.

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Lidija Strojnik, Matej Stopar, Emil Zlatić, Doris Kokalj, Mateja Naglič Gril, Bernard Ženko, Martin Žnidaršič, Marko Bohanec, Biljana Mileva Boshkoska, Mitja Luštrek, Anton Gradišek, Doris Potočnik, Nives Ogrinc

Authentication of key aroma compounds in apple using stable isotope approach Journal Article

In: Food chemistry, no. vol. 277, pp. str. 766-773, 2019.

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Gašper Slapničar, Nejc Mlakar, Mitja Luštrek

Blood pressure estimation from photoplethysmogram using a spectrotemporal deep neural network Journal Article

In: Sensors, vol. vol. 19, no. no. 15, pp. str. 3420-1- 3420-17, 2019.

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Carlo De Masi, F. Vincenzo, F. Matteucci, G. Rosani, F. La Barbera, A. Pasquali, E. Spitoni

Is the IMF in ellipticals bottom-heavy? : Clues from their chemical abundances Journal Article

In: Monthly notices of the royal astronomical society, vol. vol. 483, no. no. 2, pp. str. 2217-2235, 2019.

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Books

Vito Janko

Adapting sensor settings for energy-efficient context recognition : doctoral dissertation = Prilagajanje senzorskih nastavitev za energijsko učinkovito prepoznavanje konteksta : doktorska disertacija Book

[V. Janko], Ljubljana, 2019.

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Book Chapters

Vito Janko, Martin Gjoreski, Gašper Slapničar, Miha Mlakar, Nina Reščič, Jani Bizjak, Vid Drobnič, Matej Marinko, Nejc Mlakar, Matjaž Gams, Mitja Luštrek

Winning the Sussex-Huawei locomotion-transportation recognition challenge Incollection

In: Nobuo Kawaguchi (Ed.): Human activity sensing : corpus and applications, pp. str. 233-250, Springer, Cham, 2019.

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Conference Papers

Erik Dovgan, Mitja Luštrek

Fitness-based student clustering combining clustering algorithms and dimensionality reduction Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 45-48, Institut "Jožef Stefan", Ljubljana, 2019.

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Martin Gjoreski, Anton Gradišek, Borut Budna, Gregor Poglajen

Analiza značilk za napovedovanje poslabšanja kroničnega srčnega popuščanja = Feature analysis for detecting different chronic heart failure stages Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 9-12, Institut "Jožef Stefan", Ljubljana, 2019.

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Parisis Gallos, Gregor Jurak, Mitja Luštrek, Dalibor Stanimirović, others

CrowdHEALTH : big data analytics and holistic health records Inproceedings

In: Amnon Shabo (Ed.): ICT for Health Science Research : STC 2019 : proceedings of the EFMI 2019 special topic conference, 7-10 April 2019, Hanover, Germany, pp. str. 255-256, IOS Press, Amsterdam, Berlin, Washington, 2019.

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Matej Cigale, Mitja Luštrek

Multiple knowledge categorising behavioural states and communication attempts in people with profound intellectual and multiple disabilities Inproceedings

In: Emilio Calvanese Strinati (Ed.): Joint Proceeding of the Poster and Workshop Sessions of AmI-2019 : the 2019 European Conference on Ambient Intelligence Rome, Italy, November 13-15, 2019, pp. 8 str., CEUR-WS, [S. l.], 2019.

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Martin Gjoreski, Stefan Kalabakov, Mitja Luštrek, Matjaž Gams, Hristijan Gjoreski

Cross-dataset deep transfer learning for activity recognition Inproceedings

In: UbiComp/ISWC '19 adjunct, pp. str. 714-718, Association for Computing Machinery, [S. l.], 2019.

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Erik Dovgan, Bojan Leskošek, Gregor Jurak, Gregor Starc, Maroje Sorić, Mitja Luštrek

Enhancing BMI-based student clusteringby considering fitness as key attribute Inproceedings

In: Petra Kralj Novak, Tomislav Šmuc, Sašo Džeroski (Ed.): Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, : proceedings, pp. str. 155-165, Springer, Cham, 2019.

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Tine Kolenik, Martin Gjoreski, Matjaž Gams

Designing an intelligent cognitive assistant for behavior change in mental health Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 69-72, Institut "Jožef Stefan", Ljubljana, 2019.

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Aljoša Vodopija, Bogdan Filipič

CmoPy: Constrained Multiobjective optimization in Python Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 65-68, Institut "Jožef Stefan", Ljubljana, 2019.

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Michał Kosiedowski, Mitja Luštrek, Matej Cigale, Erik Dovgan, Gašper Slapničar, others

On applying ambient intelligence to assist people with profound intellectual and multiple disabilities Inproceedings

In: Intelligent systems and applications : proceedings of the 2019 Intelligent Systems Conference (IntelliSys), [September 5-6, 2019, London, UK]. Volume 2, pp. str. 895-914, Springer, Cham, 2019.

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Vito Janko, Martin Gjoreski, Carlo De Masi, Nina Reščič, Mitja Luštrek, Matjaž Gams

Cross-location transfer learning for the sussex-huawei locomotion recognition challenge Inproceedings

In: UbiComp/ISWC '19 adjunct, pp. str. 730-735, Association for Computing Machinery, [S. l.], 2019.

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Gašper Slapničar, Erik Dovgan, Pia Čuk, Mitja Luštrek

Contact-free monitoring of physiological parameters in people with profound intellectual and multiple disabilities Inproceedings

In: 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 0ctober 27 - November 2, 2019, Seoul, Korea, pp. str. 1664-1672, IEEE = Institute of Electrical and Electronics Engineers, Los Alamitos, 2019.

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Vito Janko, Mitja Luštrek

Cost-sensitive trees for energy-efficient context recognition Inproceedings

In: 15th International Conference on Intelligent Environments, IE'19, June 24-27, 2019, Rabat Morocco, pp. 4 str., 2019.

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Jakob Valič, Miha Mlakar, Borut Budna, Mitja Luštrek

Predictive modelling of feeling of health for congestiveheart failure patients Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 25-28, Institut "Jožef Stefan", Ljubljana, 2019.

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Tea Tušar, Vanessa Volz, Dimo Brockhoff, Nikolaus Hansen

Handling real-world problems within the COCO platform Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 37-40, Institut "Jožef Stefan", Ljubljana, 2019.

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Mitja Luštrek, Benjamin Fele, Nina Reščič, Vito Janko

Counting bites with a smart watch Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 49-52, Institut "Jožef Stefan", Ljubljana, 2019.

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Jernej Zupančič, Gregor Grasselli, Matjaž Gams

Austrian-Slovenian intelligent tourist-information Center Platform Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 53-56, Institut "Jožef Stefan", Ljubljana, 2019.

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Marko Katrašnik, Junoš Lukan, Mitja Luštrek, Vitomir Štruc

Razvoj postopka diarizacije govorcev z algoritmi strojnega učenja Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 57-60, Institut "Jožef Stefan", Ljubljana, 2019.

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Andrejaana Andova, Mitja Luštrek

Five attempts at cross-dataset speech emotion recognition Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 81-84, Institut "Jožef Stefan", Ljubljana, 2019.

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David Golob, Matjaž Gams, Aleš Tavčar

EkoSmart asistent za iskanje po integracijski platformi Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 17-20, Institut "Jožef Stefan", Ljubljana, 2019.

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Carlo De Masi, Mitja Luštrek

Object detection overview Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 13-16, Institut "Jožef Stefan", Ljubljana, 2019.

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Nina Reščič, Eva Valenčič, Enej Mlinarič, Barbara Koroušić-Seljak, Mitja Luštrek

Mobile nutrition monitoring for well-being Inproceedings

In: UbiComp/ISWC '19 adjunct, pp. str. 1194-1197, Association for Computing Machinery, [S. l.], 2019.

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