Publications

306 entries « 2 of 7 »

2021

Conference Papers

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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Matjaž Gams

Is web transforming our minds and where is our civilisation going to? 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. 153-156, ETAI Society of Macedonia, Skopje, 2021.

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Žiga Kolar, Zdenko Vuk, Erik Dovgan, Matjaž Gams

PlatformUptake methodology for AHA solution assessment 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. 38-41, Institut "Jožef Stefan", Ljubljana, 2021.

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Amadej Jankovič, Tine Kolenik, Veljko Pejović

Mobilna osebnostno-prilagojena aplikacija za spodbujanje pozitivne spremembe vedenja Inproceedings

In: Digitalizacija: uspešneje, hitreje, ceneje : zbornik : 28. konferenca Dnevi slovenske informatike : Portorož, (19.-20.) 10. 2021, pp. str. 105-115, Slovensko društvo Informatika, Ljubljana, 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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Tine Kolenik, Matjaž Gams

Increasing mental health care access with persuasive technology for social good Inproceedings

In: IJCAI 2020, AI for Social Good Workshop : Jauary 5- January 8, 2021, pp. 5 str., University of Harvard, Harvard, 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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Primož Kocuvan, Erik Dovgan, Tine Kolenik, Matjaž Gams

Insieme : A unifying electronic and mobile health platform 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. 125-128, ETAI Society of Macedonia, Skopje, 2021.

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Matjaž Gams

Is web transfornimg our minds and where is our civilisation going to? Inproceedings

In: ETAI virtual 2021 Conference, 23-24 September, 2021, pp. str. 19, EIAI Society of Macedonia, Skopje, 2021.

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Amadej Jankovič, Tine Kolenik, Veljko Pejović

The role of personality-tailored notifications in mobile-based behavior change intervention Inproceedings

In: Marko Tkalčič, Veljko Pejović, Matjaž Kljun, Klen Čopič Pucihar (Ed.): Human-Computer Interaction Slovenia 2021 (HCI-SI 2021) : Proceedings of the 6th Human-Computer Interaction Slovenia Conference Koper, Slovenia, November 8, 2021, pp. 5 str., CEUR-WS, Aachen, 2021.

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Erik Dovgan, Maj Smerkol, Miljana Sulajkovska, Matjaž Gams

Supporting decision-making in the urban mobility policy making Inproceedings

In: Sergio Campos, Shabnam Farahmand, Nathalie Van Loon, Erik Dovgan (Ed.): Delavnica URBANITE 2021 = URBANITE Workshop 2021 : 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 H = volume H, pp. str. 28-31, 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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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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Janez Tomšič, David Susič, Matjaž Gams

Effectiveness of non-pharmaceutical interventions in handling the COVID-19 pandemic : review of related studies 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. 46-51, 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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Aljoša Vodopija, Beate Breiderhoff, Boris Naujoks, Bogdan Filipič

Design of cyclone dust separators : a constrained multiobjective optimization perspective Inproceedings

In: 2021 IEEE Congress on Evolutionary Computation, IEEE CEC 2021, June 28th and July 1st 2021, Kraków, Poland, pp. str. 1983-1990, IEEE = Institute of Electrical and Electronics Engineers, Piscataway, 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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Tine Kolenik, Urša Klun, Primož Kocuvan, Matjaž Gams

Intelligent cognitive assistant technology for (mental) health in the ISE-EMH project 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. 31-34, Institut "Jožef Stefan", Ljubljana, 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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Shabbir Syed-Abdul, Rianda-Putra Firdani, Hee-Jung Chung, Mohy Uddin, Mina Hur, Jae Hyeon Park, Woo Kim Hyung, Anton Gradišek, Erik Dovgan

Artificial intelligence based models for screening of hematologic malignancies using cell population data Journal Article

In: Scientific reports, vol. vol. 10, pp. str. 4583-1-4583-8, 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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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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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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Konstantinos Varelas, Ouassim Ait El Hara, Dimo Brockhoff, Nikolaus Hansen, Duc Manh Nguyen, Tea Tušar, Anne Auger

Benchmarking large-scale continuous optimizers : the bbob-largescale testbed, a COCO software guide and beyond Journal Article

In: Applied soft computing, vol. vol. 97, no. part a, pp. str. 106737-1-106737-13, 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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Octavian-Mihai Machidon, Aleš Tavčar, Matjaž Gams, Mihai Duguleanǎ

CulturalERICA : a conversational agent improving the exploration of European cultural heritage Journal Article

In: Journal of cultural heritage, no. vol. 41, pp. str. 152-165, 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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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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Jana Krivec, Matej Guid

The influence of context on information processing Journal Article

In: Cognitive processing, vol. vol. 21, no. iss. 2, pp. str. 167-184, 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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Jernej Zupančič, Bogdan Filipič, Matjaž Gams

Genetic-programming-based multi-objective optimization of strategies for home energy-management systems Journal Article

In: Energy, vol. vol. 203, pp. str. 117769-1-117769-15, 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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Ivana Kiprijanovska, Hristijan Gjoreski, Matjaž Gams

Detection of gait abnormalities for fall risk assessment using wrist-worn inertial sensors and deep learning Journal Article

In: Sensors, vol. vol. 20, no. no. 18, pp. str. 5373-1-5373-21, 2020.

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Jana Krivec, Tjaša Popović

Vpliv interakcije in vzgojnega stila na koncentracijo predšolskih otrok Journal Article

In: Pedagoška obzorja : časopis za didaktiko in metodiko, vol. letn. 35, no. [št.] 3/4, pp. str. 100-116, 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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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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Andrej Raspor, Metka Nežič, Nevenka Podgornik, Jana Krivec, Primož Rakovec, Bojan Macuh, Miha Černetič, Kaja Kos, Vanja Tajnšek, Marija Turnšek Mikačić, Irena Kopitar, Maja Ptičar, Miloš Požar

S skrbjo za sodelavce do boljših rezultatov podjetja Book

1. izd., Perfectus, Svetovanje in izobraževanje, Dolga Poljana, 2020.

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Book Chapters

Jörg Stork, Martina Friese, Martin Zaefferer, Thomas Bartz-Beielstein, Andreas Fischbach, Beate Breiderhoff, Boris Naujoks, Tea Tušar

Open issues in surrogate-assisted optimization Incollection

In: Thomas Bartz-Beielstein, Bogdan Filipič, Peter Korošec (Ed.): High-performance simulation-based optimization, pp. str. 225-244, Springer, Cham, 2020.

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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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Hernan Aguirre, Tanaka Kiyoshi, Tea Tušar, Bogdan Filipič

Optimization and visualization in many-objective space trajectory design Incollection

In: Thomas Bartz-Beielstein, Bogdan Filipič, Peter Korošec (Ed.): High-performance simulation-based optimization, pp. str. 93-112, Springer, Cham, 2020.

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Jana Krivec, Primož Rakovec, Tjaša Stepišnik Perdih

The role of ICT in adolescents dealing with psychosocial problems Incollection

In: Matej Makarovič, Borut Rončević (Ed.): Technology and social choices in the era of social transformations, pp. str. 59-79, P. Lang, Berlin [etc.], 2020.

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Conference Papers

Jernej Zupančič, Miha Štravs, Miha Mlakar

MightyFields Voice : voice-based mobile application interaction Inproceedings

In: Veljko Pejović, Matjaž Kljun, Vida Groznik, Domen Šoberl, Klen Čopič Pucihar, Bojan Blažica, Jure Žabkar, Matevž Pesek, Jože Guna, Simon Kolmanič (Ed.): Interakcija človek-računalnik v informacijski družbi = Human-Computer Interaction in Information Society : 7. oktober 2020, 7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek H = volume H, pp. str. 13-16, Institut "Jožef Stefan", Ljubljana, 2020.

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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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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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306 entries « 2 of 7 »