Agent and multi-agent systems

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:

  • Learning agents, including computational architectures for learning agents, evolution, adaptation, and multi-agent learning
  • Agent-based simulation, including emergent behavior, participatory simulation, and simulation techniques, tools and environments
  • Agent decision-making architectures and their evaluation, including reasoning (single and multi-agent), knowledge representation, ontological reasoning, and planning
  • Agent-oriented software engineering, including agent development techniques, tools and environments, agent programming languages
  • Virtual agents, including agents in games and virtual environments, companion and conversational agents

Contact Matjaž Gams

CURRENT PROJECTS

WellBEEing

A. Gradišek The goal of the project is to assess the condition of bee colonies using a series of smart...

Stem Cell Therapy for Chronic Heart Failure

A. Gradišek The project deals with the stem cell therapy that can benefit patients suffering from chronic heart failure. The...

TSAAI

A. Gradišek We are developing the platform FUTUR-IA which will contain eight modules about various AI topics. The aim is...

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

VALENCE Project

VALENCE Project

The department of intelligent systems (E9) continues to work closely with partners regarding the VALENCE (Advancing machine learning in vocational...

ROBKONCEL

ROBKONCEL

M. Gams, A. Marinko Short description, main aims and objectives of the project: Intelligent system for total quality control in...

INSIEME

INSIEME

M. Gams, E. Dovgan, P. Kocuvan ISE-EMH INSIEME: Electronic and Mobile Health Platform Short description, main aims and objectives of...

BATMAN

BATMAN

M. Gams, A. Gradišek, E. Dovgan, Z. Vuk BATMAN: Biomolecular Analyzes for Tailored Medicine in Acne iNversa Short description, main...

URBANITE

URBANITE

M. Gams, M. Smerkol URBANITE: Supporting the decision-making in urban transformation with the use of disruptive technologies Short description, main...

Adaptive Predictive Analytics and Decisioning Engine in Cloud

Adaptive Predictive Analytics and Decisioning Engine in Cloud

B. Kaluža Adaptive Predictive Analytics and Decisioning Engine in Cloud project Short description, main aims and objectives of the project:...

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PEOPLE

Prof. Matjaž Gams

Department Head, Agent and Multi-Agent Systems Head

+386 1 477 3644

Dr. Anton Gradišek

Agent and Multi-Agent Systems

+386 1 477 3967

Primož Kocuvan, M.Sc.

Agent and Multi-Agent Systems

+386 1 477 3967

Žiga Kolar, B.Sc.

Agent and Multi-Agent Systems

+386 1 477 3865

Dr. Jana Krivec

Agent and Multi-Agent Systems

Maj Smerkol, B.Sc.

Agent and Multi-Agent Systems

+386 1 477 3031

David Susič, M.Sc.

Agent and Multi-Agent Systems

+386 1 477 3812

Dr. Tomaž Šef

Agent and Multi-Agent Systems

+386 1 477 3419

Miljana Shulajkovska, M.Sc.

Agent and Multi-Agent Systems

+386 1 477 3633

PUBLICATIONS

275 entries « 2 of 6 »

2021

Journal Articles

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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Books

Jana Krivec

Improve your life by playing a game : learn how to turn your life activities into lifelong skills! Book

Thinkers Publishing, Landegem, 2021.

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Conference Papers

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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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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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.

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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.

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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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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.

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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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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.

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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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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.

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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.

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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.

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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.

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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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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.

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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.

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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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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.

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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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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.

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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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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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2020

Journal Articles

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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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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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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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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