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 Gašper Slapničar

CURRENT PROJECTS

TRUST-ME

TRUST-ME

G. Slapničar, Z. Anžur, M. Luštrek Recent developments in sensing technology (e.g., video- and audio-based and wearable sensors) and advanced...

SmartCHANGE

SmartCHANGE

M. Luštrek, M. Jordan, N. Reščič, M. F. Martinšek The overall goal of the SmartCHANGE project is to develop trustworthy,...

Waste Quantification Solutions To Limit Environmental Stress (WASTELESS)

Waste Quantification Solutions To Limit Environmental Stress (WASTELESS)

M. Luštrek There are around 88 million tonnes of food wasted each year in the European Union. The Waste Quantification...

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,...

PAST PROJECTS

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...

WellCO

WellCO

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

STRAW

STRAW

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

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EVENTS

Zoja Anzur presentation

Zoja had a presentation about her visit to the Summer School – Bumblekite (MLSS).

Presentation about Trust-ME project

Zoja and Gašper had a presentation about Trust-ME project. ppt

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

Prof. Mitja Luštrek

Department Head

+386 1 477 3380

Zoja Anžur, M.Sc.

Ambient Intelligence

+386 1 477 3269

Marko Jordan, B.Sc.

Ambient Intelligence

+386 1 477 3760

Emilija Kizhevska, M.Sc.

Ambient Intelligence

+386 1 477 3230

Sebastjan Kramar, B.Sc.

Ambiental 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

Dr. Gašper Slapničar

Ambient Intelligence Head

+386 1 477 3195

PUBLICATIONS

217 entries « 2 of 5 »

2021

Journal Articles

Simon Stankoski, Marko Jordan, Hristijan Gjoreski, Mitja Luštrek

Smartwatch-based eating detection : data selection for machine learning from imbalanced data with imperfect labels Journal Article

In: Sensors, vol. vol. 21, no. no 5, pp. str. 1902-1-1902-25, 2021.

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Vito Janko, Mitja Luštrek

A general framework for making context-recognition systems more energy efficient Journal Article

In: Sensors, vol. vol. 21, no. no. 3, pp. str. 766-1-766-31, 2021.

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Surya Krishnamurthy, K. S. Kapeleshh, Erik Dovgan, Mitja Luštrek, Barbara Gradišek Piletič, Kathiravan Srinivasan, Yu-Chuan (Jack) Li, Anton Gradišek, Shabbir Syed-Abdul

Machine learning prediction models for chronic kidney disease using national health insurance claim data in Taiwan Journal Article

In: Healthcare, vol. vol. 9, no. no. 5, pp. str. 546-1- 546-13, 2021.

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Lina Badimon, Mitja Luštrek, On EU-CardioRNA COSTAction CA17129

Cardiovascular RNA markers and artificial intelligence may improve COVID-19 outcome : a position paper from the EU-CardioRNA COST Action CA17129 Journal Article

In: Cardiovascular Research, vol. vol. 117, no. no. 8, pp. str. 1823-1840, 2021.

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Marko Bohanec, Aljoša Vodopija, Mitja Luštrek, others

HeartMan DSS : a decision support system for self-management of congestive heart failure Journal Article

In: Expert systems with applications, vol. vol. 186, pp. str. 115688-1-115688-13, 2021.

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Rok Piltaver, Mitja Luštrek, Sašo Džeroski, Martin Gjoreski, Matjaž Gams

Learning comprehensible and accurate hybrid trees Journal Article

In: Expert systems with applications, vol. vol. 164, pp. str. 113980-1-113980-11, 2021.

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Vito Janko, Gašper Slapničar, Erik Dovgan, Nina Reščič, Tine Kolenik, Martin Gjoreski, Maj Smerkol, Matjaž Gams, Mitja Luštrek

Machine learning for analyzing non-countermeasure factors affecting early spread of COVID-19 Journal Article

In: International journal of environmental research and public health, vol. vol. 18, no. no. 13, pp. str. 6750-1-6750-33, 2021.

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Gašper Slapničar, Wenjin Wang, Mitja Luštrek

Classification of hemodynamics scenarios from a public radar dataset using a deep learning approach Journal Article

In: Sensors, vol. vol. 21, no. no.5, pp. str. 1836-1-1836-23, 2021.

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Book Chapters

Junoš Lukan, Gregor Geršak

Predicting task difficulty through psychophysiology Incollection

In: Iztok Devetak, Saša A. Glažar (Ed.): Applying bio-measurements methodologies in science education research, pp. str. 55-70, Springer Nature, [Cham], 2021.

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Conference Papers

Primož Kocuvan, Jakob Valič, Matjaž Gams

Android application for remote monitoring of the elderly's parameters Inproceedings

In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 16-19, Institut "Jožef Stefan", Ljubljana, 2021.

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Zdenko Vuk, Jani Bizjak, Erik Dovgan, Matjaž Gams, Anton Gradišek

An overview of the BATMAN platform Inproceedings

In: Sergio Crovella, Anton Gradišek (Ed.): Delavnica projekta BATMAN = BATMAN Project Workshop : 4. oktober 2021, 4 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek J = volume J, pp. str. 19-22, Institut "Jožef Stefan", Ljubljana, 2021.

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Gjorgji Noveski, Jakob Valič, others

Analysis of a recommendation system used for predicting medical services Inproceedings

In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 35-37, Institut "Jožef Stefan", Ljubljana, 2021.

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Nina Reščič, Vito Janko, David Susič, Carlo De Masi, Aljoša Vodopija, Matej Marinko, Tea Tušar, Erik Dovgan, Matej Cigale, Anton Gradišek, Matjaž Gams, Mitja Luštrek

Finding efficient intervention plans against Covid-19 : second place at the XPRIZE Pandemic Response Challenge Inproceedings

In: Marija Kalendar (Ed.): XV International Conference ETAI 2021 : 23-24 September, online Conference = 23-24 Septembri 2021, virtualna konferencija : zbornik na trudovi = conference proceedings, pp. str. 139-143, ETAI Society of Macedonia, Skopje, 2021.

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Mitja Luštrek, Nina Reščič, Vito Janko, David Susič, Carlo De Masi, Aljoša Vodopija, Matej Marinkovič, Tea Tušar, Erik Dovgan, Matej Cigale, Anton Gradišek, Matjaž Gams

Napovedovanje trendov in optimiziranje ukrepov v boju proti pandemiji COVID-19 : Tekmovanje XPRIZE in naslednji koraki : Forecasting trends and optimizing the intervention plans against the COVID-19 pandemic: The XPRIZE competition and beyond Inproceedings

In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 52-55, Institut "Jožef Stefan", Ljubljana, 2021.

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Carlo De Masi, Simon Stankoski, Vincent Cergolj, Mitja Luštrek

Intent recognition and drinking detection for assisting kitchen-based activities Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 15-18, Institut "Jožef Stefan", Ljubljana, 2021.

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Andrejaana Andova, Bogdan Filipič

Some experimental results in evolutionary multitasking Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 11-14, Institut "Jožef Stefan", Ljubljana, 2021.

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Aljoša Vodopija, Tea Tušar, Bogdan Filipič

Analyzing the diversity of constrained multiobjective optimization test suites Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 51-54, Institut "Jožef Stefan", Ljubljana, 2021.

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Erik Dovgan, Gašper Slapničar, Jakob Valič, Mitja Luštrek

Recognition of behaviour patterns for people with profound intellectual and multiple disabilities Inproceedings

In: UbiComp/ISWC '21 adjunct : proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2021 ACM International Symposium on Wearable Computers, September 21-25, 2021 : virtual event, pp. str. 523-527, ACM = The Association for Computing Machinery, New York, New York, 2021.

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Clement Picard, Vito Janko, Nina Reščič, Martin Gjoreski, Mitja Luštrek

Identification of cooking preparation using motion capture data : a submission to the cooking activity recognition challenge Inproceedings

In: Riad Md Atiqur Rahman, Paula Lago, Inoue Sozo (Ed.): Human activity recognition challenge, pp. str. 103-113, Springer Singapore, Singapore, 2021.

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Vito Janko, Nina Reščič, Tea Tušar, Mitja Luštrek, Matjaž Gams

What-if analysis of countermeasures against COVID-19 in November 2020 in Slovenia Inproceedings

In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 42-45, Institut "Jožef Stefan", Ljubljana, 2021.

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Nina Reščič, Mitja Luštrek

Question ranking for food frequency Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 39-42, Institut "Jožef Stefan", Ljubljana, 2021.

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Vito Janko, Matjaž Boštic, Junoš Lukan, Gašper Slapničar

Library for feature calculation in the context-recognition domain Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 23-26, Institut "Jožef Stefan", Ljubljana, 2021.

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David Susič

Daily Covid-19 Deaths prediction for Slovenia Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 43-46, Institut "Jožef Stefan", Ljubljana, 2021.

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Junoš Lukan, Larissa Bolliger, Els Clays, Oscar Mayora, Venet Osmani, Mitja Luštrek

Participantsʼ experience and adherence in repeated measurement studies among office-based workers Inproceedings

In: UbiComp/ISWC '21 adjunct : proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2021 ACM International Symposium on Wearable Computers, September 21-25, 2021 : virtual event, pp. str. 528-531, ACM = The Association for Computing Machinery, New York, New York, 2021.

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2020

Journal Articles

Larissa Bolliger, Junoš Lukan, Mitja Luštrek, Dirk De Bacquer, Els Clays

Protocol of the STRess at Work (STRAW) project : how to disentangle day-to-day occupational stress among academics based on EMA, physiological data, and smartphone sensor and usage data Journal Article

In: International journal of environmental research and public health, vol. vol. 17, no. no. 23, pp. str. 8835-1-8835-14, 2020.

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Juan Antonio Álvarez-García, Božidara Cvetković, Mitja Luštrek

A survey on energy expenditure estimation using wearable devices Journal Article

In: ACM computing surveys, vol. vol. 53, no. no. 5, pp. str. 1-35, 2020.

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Martin Gjoreski, Tine Kolenik, Timotej Knez, Mitja Luštrek, Matjaž Gams, Hristijan Gjoreski, Veljko Pejović

Datasets for cognitive load inference using wearable sensors and psychological traits Journal Article

In: Applied sciences, vol. vol. 10, no. no. 11, pp. str. 3843-1-3843-21, 2020.

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Martin Gjoreski, Matjaž Gams, Mitja Luštrek, Pelin Genc, Jens-U. Garbas, Teena Hassan

Machine learning and end-to-end deep learning for monitoring driver distractions from physiological and visual signals Journal Article

In: IEEE access, vol. vol. 8, pp. str. 70590-70603, 2020.

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Nina Reščič, Tome Eftimov, Barbara Koroušić-Seljak, Mitja Luštrek

Optimising an FFQ using a machine learning pipeline to teach an efficient nutrient intake predictive model Journal Article

In: Nutrients, vol. vol. 12, no. no. 12, pp. str. 3789-1-3789-16, 2020.

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Luca Monto, Michele Schiariti, Pietro Fedele Calvisi, Silvio Bonfiglio, Mitja Luštrek, Paolo Emilio Puddu

Association of patient-reported outcomes and heart rate trends in heart failure : a report from the Chiron project Journal Article

In: Scientific reports, vol. vol. 10, pp. str. 576-1-576-8, 2020.

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Veljko Pejović, Martin Gjoreski, Christoph Anderson, Klaus David, Mitja Luštrek

Toward cognitive load inference for attention management in ubiquitous systems Journal Article

In: IEEE pervasive computing : mobile and ubiquitous systems, vol. vol. 19, no. no. 2, pp. str. 35-45, 2020.

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Erik Dovgan, Anton Gradišek, Mitja Luštrek, Mohy Uddin, Aldilas Achmad Nursetyo, Sashi Kiran Annavarajula, Yu-Chuan Li, Shabbir Syed-Abdul

Using machine learning models to predict the initiation of renal replacement therapy among chronic kidney disease patients Journal Article

In: PloS one, vol. vol. 15, no. no. 6, pp. str. 1-18, 2020.

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

Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors Journal Article

In: Information fusion, vol. vol. 62, pp. str. 47-62, 2020.

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Shkurta Gashi, Elena Di Lascio, Bianca Stancu, Vedant Das Swain, Varun Mishra, Martin Gjoreski, Silvia Santini

Detection of artifacts in ambulatory electrodermal activity data Journal Article

In: Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies, vol. vol. 4, no. no. 2, pp. str. 44-1-44-31, 2020.

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Matej Madeja, Jaroslav Porubän, Veljko Pejović, Martin Gjoreski

Observation of students behaviour in programming courses with anautomated testing platform at differently geolocated universities : a case study Journal Article

In: Acta electrotechnica et informatica, vol. vol. 20, no. no. 3, pp. str. 39-47, 2020.

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Maciej Dzieżyc, Martin Gjoreski, Przemysław Kazienko, Stanisław Saganowski, Matjaž Gams

Can we ditch feature engineering? End-to-end deep learning for affect recognition from physiological sensor data Journal Article

In: Sensors, vol. vol. 20, no. no. 22, pp. str. 6535-1-6535-21, 2020.

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Martin Gjoreski, Anton Gradišek, Borut Budna, Matjaž Gams, Gregor Poglajen

Machine learning and end-to-end deep learning for the detection of chronic heart failure from heart sounds Journal Article

In: IEEE access, vol. vol. 8, pp. str. 20313-20324, 2020.

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Books

Martin Gjoreski

A fusion of classical and deep machine learning for mobile health and behavior monitoring with wearable sensors : doctoral dissertation = Spoj klasičnega in globokega strojnega učenja za mobilno spremljanje zdravja in obnašanja z nosljivimi senzorji : doktorska disertacija Book

[M. Gjoreski], Ljubljana, 2020.

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Book Chapters

Hristijan Gjoreski, Simon Stankoski, Ivana Kiprijanovska, Anastasija Nikolovska, Natasha Mladenovska, Marija Trajanoska, Bojana Velichkovska, Martin Gjoreski, Mitja Luštrek, Matjaž Gams

Wearable sensors data-fusion and machine-learning method for fall detection and activity recognition Incollection

In: Hiram Ponce (Ed.): Challenges and trends in multimodal fall detection for healthcare, pp. str. 80-96, Springer, Cham, 2020.

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Conference Papers

Alina Luminila Machidon, Maj Smerkol, Matjaž Gams

URBANITE H2020 project : algorithms and simulation techniques for decision - makers 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. 68-71, Institut "Jožef Stefan", Ljubljana, 2020.

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Gašper Slapničar, Erik Dovgan, Jakob Valič, Mitja Luštrek

Mental state estimation of people with PIMD using physiological signals 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. 92-95, Institut "Jožef Stefan", Ljubljana, 2020.

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Gašper Slapničar, Vito Janko, Tine Kolenik, Mitja Luštrek, Matjaž Gams

Cognitive, psychological and social influence on spread of COVID-19 Inproceedings

In: Toma Strle, Jaša Černe, Olga Markič (Ed.): Kognitivna znanost = Cognitive Science : 8. oktober 2020, 8 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek B = volume B, pp. str. 56-59, Institut "Jožef Stefan", Ljubljana, 2020.

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Simon Stankoski, Mitja Luštrek

Energy-efficient eating detection using a wristband 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. 96-99, Institut "Jožef Stefan", Ljubljana, 2020.

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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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