WellBEEing
A. Gradišek The goal of the project is to assess the condition of bee colonies using a series of smart...
In broad sense, an agent is an intelligent, autonomous entity that perceives its environment through sensors and acts upon that environment through actuators. We work on a wide range of topics, for example:
A. Gradišek The goal of the project is to assess the condition of bee colonies using a series of smart...
A. Gradišek The project deals with the stem cell therapy that can benefit patients suffering from chronic heart failure. The...
A. Gradišek We are developing the platform FUTUR-IA which will contain eight modules about various AI topics. The aim is...
V. Janko, M. Gams, B. Filipič, T. Šef, M. Luštrek, T. Tušar, A. Gradišek, E. Dovgan, M. Mlakar, J. Krivec,...
The department of intelligent systems (E9) continues to work closely with partners regarding the VALENCE (Advancing machine learning in vocational...
M. Gams, A. Marinko Short description, main aims and objectives of the project: Intelligent system for total quality control in...
M. Gams, E. Dovgan, P. Kocuvan ISE-EMH INSIEME: Electronic and Mobile Health Platform Short description, main aims and objectives of...
M. Gams, A. Gradišek, E. Dovgan, Z. Vuk BATMAN: Biomolecular Analyzes for Tailored Medicine in Acne iNversa Short description, main...
M. Gams, M. Smerkol URBANITE: Supporting the decision-making in urban transformation with the use of disruptive technologies Short description, main...
B. Kaluža Adaptive Predictive Analytics and Decisioning Engine in Cloud project Short description, main aims and objectives of the project:...
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. BibTeX | Links: Jana Krivec Improve your life by playing a game : learn how to turn your life activities into lifelong skills! Book Thinkers Publishing, Landegem, 2021. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. Primož Kocuvan, Erik Dovgan, Matjaž Gams An analytical and empirical comparison of electronic and mobile health platforms 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. 12-15, Institut "Jožef Stefan", Ljubljana, 2021. Klemen Bele, Erik Dovgan, Primož Kocuvan, Matjaž Gams Description of health service selection and structure of ISE-EMH program 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. 23-26, Institut "Jožef Stefan", Ljubljana, 2021. 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. 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. 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. Matjaž Gams How is online media transforming our minds Inproceedings In: Artificial Intelligence and Digital Transformation, : Alma Mater Europaea ECM Web Science and Technology Study Program, 2021. 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. Matjaž Gams Kako spletni mediji spreminjajo naše misli = How is online media transforming our minds Inproceedings In: Matej Mertik (Ed.): Za človeka gre: digitalna transformacija v znanosti, izobraževanju in umetnosti = All about people: digital transformation in science, education and arts : zbornik povzetkov = book of abstracts : 9. znanstvena konferenca z mednarodno udeležbo = 9th Scientific Conference with International participation : Maribor, 12. - 19. 3. 2021, pp. str. 60, AMEU - ECM, Alma Mater Press, Maribor, 2021. 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. Matjaž Gams Slovensko računalništvo skozi pogled dijaka l. 1971 Inproceedings In: Saša Divjak, Alenka Krapež (Ed.): 50-letnica poučevanja računalništva v slovenskih srednjih šolah = 50th anniversary of teaching computer science in Slovenian secondary schools : 6. oktober 2021, 6 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek I = volume I, pp. str. 24-27, Institut "Jožef Stefan", Ljubljana, 2021. Anže Marinko, Maša Žaucer, David Susič, Matjaž Gams Sensitivity of expected civilization longevity models Inproceedings In: Toma Strle, Borut Trpin, Maša Rebernik, Olga Markič (Ed.): Kognitivna znanost = Cognitive Science : 7. oktober 2021, 7 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek B = volume B, pp. str. 22-25, Institut "Jožef Stefan", Ljubljana, 2021. Tine Kolenik, Jaya Caporusso The ONE-ness of change : an exploratory neurophenomenological single case study on change in mood Inproceedings In: Toma Strle, Borut Trpin, Maša Rebernik, Olga Markič (Ed.): Kognitivna znanost = Cognitive Science : 7. oktober 2021, 7 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek B = volume B, pp. str. 10-15, [6] str. pril., Institut "Jožef Stefan", Ljubljana, 2021. Stefan Zlatinov, Branislav Gerazov, Gorjan Nadzinski, Tomislav Kartalov, Igor Atanasov, Jelena Horstmann, Matjaž Gams Machine learning and data science awareness and experience in vocational education and training high school students 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. 343-348, ETAI Society of Macedonia, Skopje, 2021. 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. Matjaž Gams Slovensko računalništvo skozi pogled dijaka l. 1971 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. 24-27, Institut "Jožef Stefan", Ljubljana, 2021. Maj Smerkol, Miljana Shulajkovska, Erik Dovgan, Matjaž Gams Visualizations for mobility policy design = “Rewild Slovenia” - new concept of conservationism 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. 44-47, Institut "Jožef Stefan", Ljubljana, 2021. 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. Maj Smerkol, Miljana Sulajkovska, Erik Dovgan, Matjaž Gams Machine learning-based approach for estimating the quality of mobility policies 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. 40-47, Institut "Jožef Stefan", Ljubljana, 2021. 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. Maj Smerkol, Miljana Sulajkovska, Erik Dovgan, Matjaž Gams Traffic simulation for mobility policy analysis 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. 36-39, Institut "Jožef Stefan", Ljubljana, 2021. 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. 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. 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. 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. 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. 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. BibTeX | Links: 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. BibTeX | Links: 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. BibTeX | Links: 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. BibTeX | Links: 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. BibTeX | Links: 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. BibTeX | Links: 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. BibTeX | Links: 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. BibTeX | Links: 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. BibTeX | Links: 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. BibTeX | Links: 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. BibTeX | Links: 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. BibTeX | Links: 2021
Journal Articles
@article{COBISS.SI-ID:62383107,
title = {Machine learning prediction models for chronic kidney disease using national health insurance claim data in Taiwan},
author = {Surya Krishnamurthy and K. S. Kapeleshh and Erik Dovgan and Mitja Luštrek and Barbara Gradišek Piletič and Kathiravan Srinivasan and Yu-Chuan (Jack) Li and Anton Gradišek and Shabbir Syed-Abdul},
doi = {10.3390/healthcare9050546},
year = {2021},
date = {2021-01-01},
journal = {Healthcare},
volume = {vol. 9},
number = {no. 5},
pages = {str. 546-1- 546-13},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Books
@book{COBISS.SI-ID:42273795,
title = {Improve your life by playing a game : learn how to turn your life activities into lifelong skills!},
author = {Jana Krivec},
year = {2021},
date = {2021-01-01},
publisher = {Thinkers Publishing},
address = {Landegem},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
Conference Papers
@inproceedings{COBISS.SI-ID:55295747,
title = {Increasing mental health care access with persuasive technology for social good},
author = {Tine Kolenik and Matjaž Gams},
year = {2021},
date = {2021-01-01},
booktitle = {IJCAI 2020, AI for Social Good Workshop : Jauary 5- January 8, 2021},
pages = {5 str.},
publisher = {University of Harvard},
address = {Harvard},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86368515,
title = {Question ranking for food frequency},
author = {Nina Reščič and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 39-42},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba (Online)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:85017603,
title = {Insieme : A unifying electronic and mobile health platform},
author = {Primož Kocuvan and Erik Dovgan and Tine Kolenik and Matjaž Gams},
editor = {Marija Kalendar},
year = {2021},
date = {2021-01-01},
booktitle = {XV International Conference ETAI 2021 : 23-24 September, online Conference = 23-24 Septembri 2021, virtualna konferencija : zbornik na trudovi = conference proceedings},
pages = {str. 125-128},
publisher = {ETAI Society of Macedonia},
address = {Skopje},
series = {Megunarodna konferencija, Vol. 1, iss. 2, 2021},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:85016835,
title = {Is web transfornimg our minds and where is our civilisation going to?},
author = {Matjaž Gams},
year = {2021},
date = {2021-01-01},
booktitle = {ETAI virtual 2021 Conference, 23-24 September, 2021},
pages = {str. 19},
publisher = {EIAI Society of Macedonia},
address = {Skopje},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:92468227,
title = {The role of personality-tailored notifications in mobile-based behavior change intervention},
author = {Amadej Jankovič and Tine Kolenik and Veljko Pejović},
editor = {Marko Tkalčič and Veljko Pejović and Matjaž Kljun and Klen Čopič Pucihar},
year = {2021},
date = {2021-01-01},
booktitle = {Human-Computer Interaction Slovenia 2021 (HCI-SI 2021) : Proceedings of the 6th Human-Computer Interaction Slovenia Conference Koper, Slovenia, November 8, 2021},
pages = {5 str.},
publisher = {CEUR-WS},
address = {Aachen},
series = {CEUR workshop proceedings, vol. 3054},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:87058435,
title = {Supporting decision-making in the urban mobility policy making},
author = {Erik Dovgan and Maj Smerkol and Miljana Sulajkovska and Matjaž Gams},
editor = {Sergio Campos and Shabnam Farahmand and Nathalie Van Loon and Erik Dovgan},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 28-31},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86318339,
title = {Library for feature calculation in the context-recognition domain},
author = {Vito Janko and Matjaž Boštic and Junoš Lukan and Gašper Slapničar},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 23-26},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba (Online)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86411267,
title = {Android application for remote monitoring of the elderly's parameters},
author = {Primož Kocuvan and Jakob Valič and Matjaž Gams},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 16-19},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86434819,
title = {Effectiveness of non-pharmaceutical interventions in handling the COVID-19 pandemic : review of related studies},
author = {Janez Tomšič and David Susič and Matjaž Gams},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 46-51},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86942211,
title = {Daily Covid-19 Deaths prediction for Slovenia},
author = {David Susič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 43-46},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba (Online)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86416131,
title = {Intelligent cognitive assistant technology for (mental) health in the ISE-EMH project},
author = {Tine Kolenik and Urša Klun and Primož Kocuvan and Matjaž Gams},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 31-34},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86408963,
title = {An analytical and empirical comparison of electronic and mobile health platforms},
author = {Primož Kocuvan and Erik Dovgan and Matjaž Gams},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 12-15},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86415107,
title = {Description of health service selection and structure of ISE-EMH program},
author = {Klemen Bele and Erik Dovgan and Primož Kocuvan and Matjaž Gams},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 23-26},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:83629571,
title = {Finding efficient intervention plans against Covid-19 : second place at the XPRIZE Pandemic Response Challenge},
author = {Nina Reščič and Vito Janko and David Susič and Carlo De Masi and Aljoša Vodopija and Matej Marinko and Tea Tušar and Erik Dovgan and Matej Cigale and Anton Gradišek and Matjaž Gams and Mitja Luštrek},
editor = {Marija Kalendar},
year = {2021},
date = {2021-01-01},
booktitle = {XV International Conference ETAI 2021 : 23-24 September, online Conference = 23-24 Septembri 2021, virtualna konferencija : zbornik na trudovi = conference proceedings},
pages = {str. 139-143},
publisher = {ETAI Society of Macedonia},
address = {Skopje},
series = {Megunarodna konferencija, Vol. 1, iss. 2, 2021},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86439683,
title = {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},
author = {Mitja Luštrek and Nina Reščič and Vito Janko and David Susič and Carlo De Masi and Aljoša Vodopija and Matej Marinkovič and Tea Tušar and Erik Dovgan and Matej Cigale and Anton Gradišek and Matjaž Gams},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 52-55},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86274051,
title = {Intent recognition and drinking detection for assisting kitchen-based activities},
author = {Carlo De Masi and Simon Stankoski and Vincent Cergolj and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 15-18},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba (Online)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:55131907,
title = {How is online media transforming our minds},
author = {Matjaž Gams},
year = {2021},
date = {2021-01-01},
booktitle = {Artificial Intelligence and Digital Transformation, : Alma Mater Europaea ECM Web Science and Technology Study Program},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:87098371,
title = {An overview of the BATMAN platform},
author = {Zdenko Vuk and Jani Bizjak and Erik Dovgan and Matjaž Gams and Anton Gradišek},
editor = {Sergio Crovella and Anton Gradišek},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 19-22},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:58195459,
title = {Kako spletni mediji spreminjajo naše misli = How is online media transforming our minds},
author = {Matjaž Gams},
editor = {Matej Mertik},
year = {2021},
date = {2021-01-01},
booktitle = {Za človeka gre: digitalna transformacija v znanosti, izobraževanju in umetnosti = All about people: digital transformation in science, education and arts : zbornik povzetkov = book of abstracts : 9. znanstvena konferenca z mednarodno udeležbo = 9th Scientific Conference with International participation : Maribor, 12. - 19. 3. 2021},
pages = {str. 60},
publisher = {AMEU - ECM, Alma Mater Press},
address = {Maribor},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86269955,
title = {Some experimental results in evolutionary multitasking},
author = {Andrejaana Andova and Bogdan Filipič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 11-14},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba (Online)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:87080707,
title = {Slovensko računalništvo skozi pogled dijaka l. 1971},
author = {Matjaž Gams},
editor = {Saša Divjak and Alenka Krapež},
year = {2021},
date = {2021-01-01},
booktitle = {50-letnica poučevanja računalništva v slovenskih srednjih šolah = 50th anniversary of teaching computer science in Slovenian secondary schools : 6. oktober 2021, 6 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek I = volume I},
pages = {str. 24-27},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba (Online)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86343683,
title = {Sensitivity of expected civilization longevity models},
author = {Anže Marinko and Maša Žaucer and David Susič and Matjaž Gams},
editor = {Toma Strle and Borut Trpin and Maša Rebernik and Olga Markič},
year = {2021},
date = {2021-01-01},
booktitle = {Kognitivna znanost = Cognitive Science : 7. oktober 2021, 7 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek B = volume B},
pages = {str. 22-25},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86341891,
title = {The ONE-ness of change : an exploratory neurophenomenological single case study on change in mood},
author = {Tine Kolenik and Jaya Caporusso},
editor = {Toma Strle and Borut Trpin and Maša Rebernik and Olga Markič},
year = {2021},
date = {2021-01-01},
booktitle = {Kognitivna znanost = Cognitive Science : 7. oktober 2021, 7 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek B = volume B},
pages = {str. 10-15, [6] str. pril.},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:85017091,
title = {Machine learning and data science awareness and experience in vocational education and training high school students},
author = {Stefan Zlatinov and Branislav Gerazov and Gorjan Nadzinski and Tomislav Kartalov and Igor Atanasov and Jelena Horstmann and Matjaž Gams},
editor = {Marija Kalendar},
year = {2021},
date = {2021-01-01},
booktitle = {XV International Conference ETAI 2021 : 23-24 September, online Conference = 23-24 Septembri 2021, virtualna konferencija : zbornik na trudovi = conference proceedings},
pages = {str. 343-348},
publisher = {ETAI Society of Macedonia},
address = {Skopje},
series = {Megunarodna konferencija, Vol. 1, iss. 2, 2021},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86368771,
title = {Analyzing the diversity of constrained multiobjective optimization test suites},
author = {Aljoša Vodopija and Tea Tušar and Bogdan Filipič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 51-54},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba (Online)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:87095299,
title = {Slovensko računalništvo skozi pogled dijaka l. 1971},
author = {Matjaž Gams},
editor = {Sergio Crovella and Anton Gradišek},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 24-27},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:87041283,
title = {Visualizations for mobility policy design = “Rewild Slovenia” - new concept of conservationism},
author = {Maj Smerkol and Miljana Shulajkovska and Erik Dovgan and Matjaž Gams},
editor = {Sergio Campos and Shabnam Farahmand and Nathalie Van Loon and Erik Dovgan},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 44-47},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:78837251,
title = {Recognition of behaviour patterns for people with profound intellectual and multiple disabilities},
author = {Erik Dovgan and Gašper Slapničar and Jakob Valič and Mitja Luštrek},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 523-527},
publisher = {ACM = The Association for Computing Machinery},
address = {New York, New York},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:87064323,
title = {Machine learning-based approach for estimating the quality of mobility policies},
author = {Maj Smerkol and Miljana Sulajkovska and Erik Dovgan and Matjaž Gams},
editor = {Sergio Campos and Shabnam Farahmand and Nathalie Van Loon and Erik Dovgan},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 40-47},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:45403139,
title = {Identification of cooking preparation using motion capture data : a submission to the cooking activity recognition challenge},
author = {Clement Picard and Vito Janko and Nina Reščič and Martin Gjoreski and Mitja Luštrek},
editor = {Riad Md Atiqur Rahman and Paula Lago and Inoue Sozo},
year = {2021},
date = {2021-01-01},
booktitle = {Human activity recognition challenge},
pages = {str. 103-113},
publisher = {Springer Singapore},
address = {Singapore},
series = {Smart innovation, systems and technologies, Vol. 199},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:87062019,
title = {Traffic simulation for mobility policy analysis},
author = {Maj Smerkol and Miljana Sulajkovska and Erik Dovgan and Matjaž Gams},
editor = {Sergio Campos and Shabnam Farahmand and Nathalie Van Loon and Erik Dovgan},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 36-39},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86419715,
title = {Analysis of a recommendation system used for predicting medical services},
author = {Gjorgji Noveski and Jakob Valič and others},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 35-37},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:85017347,
title = {Is web transforming our minds and where is our civilisation going to?},
author = {Matjaž Gams},
editor = {Marija Kalendar},
year = {2021},
date = {2021-01-01},
booktitle = {XV International Conference ETAI 2021 : 23-24 September, online Conference = 23-24 Septembri 2021, virtualna konferencija : zbornik na trudovi = conference proceedings},
pages = {str. 153-156},
publisher = {ETAI Society of Macedonia},
address = {Skopje},
series = {Megunarodna konferencija, Vol. 1, iss. 2, 2021},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86430211,
title = {PlatformUptake methodology for AHA solution assessment},
author = {Žiga Kolar and Zdenko Vuk and Erik Dovgan and Matjaž Gams},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 38-41},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:92470275,
title = {Mobilna osebnostno-prilagojena aplikacija za spodbujanje pozitivne spremembe vedenja},
author = {Amadej Jankovič and Tine Kolenik and Veljko Pejović},
year = {2021},
date = {2021-01-01},
booktitle = {Digitalizacija: uspešneje, hitreje, ceneje : zbornik : 28. konferenca Dnevi slovenske informatike : Portorož, (19.-20.) 10. 2021},
pages = {str. 105-115},
publisher = {Slovensko društvo Informatika},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86432259,
title = {What-if analysis of countermeasures against COVID-19 in November 2020 in Slovenia},
author = {Vito Janko and Nina Reščič and Tea Tušar and Mitja Luštrek and Matjaž Gams},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {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},
pages = {str. 42-45},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2020
Journal Articles
@article{COBISS.SI-ID:33270311,
title = {Artificial intelligence based models for screening of hematologic malignancies using cell population data},
author = {Shabbir Syed-Abdul and Rianda-Putra Firdani and Hee-Jung Chung and Mohy Uddin and Mina Hur and Jae Hyeon Park and Woo Kim Hyung and Anton Gradišek and Erik Dovgan},
doi = {10.1038/s41598-020-61247-0},
year = {2020},
date = {2020-01-01},
journal = {Scientific reports},
volume = {vol. 10},
pages = {str. 4583-1-4583-8},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:24416259,
title = {Detection of artifacts in ambulatory electrodermal activity data},
author = {Shkurta Gashi and Elena Di Lascio and Bianca Stancu and Vedant Das Swain and Varun Mishra and Martin Gjoreski and Silvia Santini},
doi = {10.1145/3397316},
year = {2020},
date = {2020-01-01},
journal = {Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies},
volume = {vol. 4},
number = {no. 2},
pages = {str. 44-1-44-31},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:17709571,
title = {Datasets for cognitive load inference using wearable sensors and psychological traits},
author = {Martin Gjoreski and Tine Kolenik and Timotej Knez and Mitja Luštrek and Matjaž Gams and Hristijan Gjoreski and Veljko Pejović},
doi = {10.3390/app10113843},
year = {2020},
date = {2020-01-01},
journal = {Applied sciences},
volume = {vol. 10},
number = {no. 11},
pages = {str. 3843-1-3843-21},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:14444035,
title = {Machine learning and end-to-end deep learning for monitoring driver distractions from physiological and visual signals},
author = {Martin Gjoreski and Matjaž Gams and Mitja Luštrek and Pelin Genc and Jens-U. Garbas and Teena Hassan},
doi = {10.1109/ACCESS.2020.2986810},
year = {2020},
date = {2020-01-01},
journal = {IEEE access},
volume = {vol. 8},
pages = {str. 70590-70603},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31743491,
title = {Observation of students behaviour in programming courses with anautomated testing platform at differently geolocated universities : a case study},
author = {Matej Madeja and Jaroslav Porubän and Veljko Pejović and Martin Gjoreski},
doi = {10.15546/aeei-2020-0018},
year = {2020},
date = {2020-01-01},
journal = {Acta electrotechnica et informatica},
volume = {vol. 20},
number = {no. 3},
pages = {str. 39-47},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:32551719,
title = {CulturalERICA : a conversational agent improving the exploration of European cultural heritage},
author = {Octavian-Mihai Machidon and Aleš Tavčar and Matjaž Gams and Mihai Duguleanǎ},
doi = {10.1016/j.culher.2019.07.010},
year = {2020},
date = {2020-01-01},
journal = {Journal of cultural heritage},
number = {vol. 41},
pages = {str. 152-165},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:38447619,
title = {Can we ditch feature engineering? End-to-end deep learning for affect recognition from physiological sensor data},
author = {Maciej Dzieżyc and Martin Gjoreski and Przemysław Kazienko and Stanisław Saganowski and Matjaž Gams},
doi = {10.3390/s20226535},
year = {2020},
date = {2020-01-01},
journal = {Sensors},
volume = {vol. 20},
number = {no. 22},
pages = {str. 6535-1-6535-21},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:5594363,
title = {The influence of context on information processing},
author = {Jana Krivec and Matej Guid},
doi = {10.1007/s10339-020-00958-8},
year = {2020},
date = {2020-01-01},
journal = {Cognitive processing},
volume = {vol. 21},
number = {iss. 2},
pages = {str. 167-184},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:1538568131,
title = {Toward cognitive load inference for attention management in ubiquitous systems},
author = {Veljko Pejović and Martin Gjoreski and Christoph Anderson and Klaus David and Mitja Luštrek},
doi = {10.1109/MPRV.2020.2968909},
year = {2020},
date = {2020-01-01},
journal = {IEEE pervasive computing : mobile and ubiquitous systems},
volume = {vol. 19},
number = {no. 2},
pages = {str. 35-45},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:16883203,
title = {Genetic-programming-based multi-objective optimization of strategies for home energy-management systems},
author = {Jernej Zupančič and Bogdan Filipič and Matjaž Gams},
doi = {10.1016/j.energy.2020.117769},
year = {2020},
date = {2020-01-01},
journal = {Energy},
volume = {vol. 203},
pages = {str. 117769-1-117769-15},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:33111591,
title = {Machine learning and end-to-end deep learning for the detection of chronic heart failure from heart sounds},
author = {Martin Gjoreski and Anton Gradišek and Borut Budna and Matjaž Gams and Gregor Poglajen},
doi = {10.1109/ACCESS.2020.2968900},
year = {2020},
date = {2020-01-01},
journal = {IEEE access},
volume = {vol. 8},
pages = {str. 20313-20324},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:87234819,
title = {Detection of gait abnormalities for fall risk assessment using wrist-worn inertial sensors and deep learning},
author = {Ivana Kiprijanovska and Hristijan Gjoreski and Matjaž Gams},
doi = {10.3390/s20185373},
year = {2020},
date = {2020-01-01},
journal = {Sensors},
volume = {vol. 20},
number = {no. 18},
pages = {str. 5373-1-5373-21},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968