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

VALENCE Project

VALENCE Project

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

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,...

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...

PAST PROJECTS

ROBKONCEL

ROBKONCEL

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

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:...

IN LIFE

IN LIFE

M. Gams, H. Gjoreski, J. Bizjak IN LIFE – INdependent LIving support Functions for the Elderly-inLIFE Short description, main aims...

eHeritage

eHeritage

M. Gams, A. Tavčar, D. Kužnar eHeritage – Expanding the Research and Innovation Capacity in Cultural Heritage Virtual Reality Applications...

Metis

Metis

D. Kužnar, M. Gams Metis – System for early detection of learning difficulties Short description, main aims and objectives of...

ACCUS

ACCUS

B. Kaluža, J. Zupančič, D. Kužnar, E. Dovgan, A. Tavčar, M. Gams ACCUS – Adaptive Cooperative Control in Urban (sub)...

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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

PUBLICATIONS

240 entries « 3 of 5 »

2020

Conference Papers

Tine Kolenik, Matjaž Gams

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

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

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Andrejaana Andova, Stefano Bromuri, Mitja Luštrek

Using Mozilla's DeepSpeech to improve speech emotion recognition Inproceedings

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

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Tine Kolenik, Martin Gjoreski, Matjaž Gams

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

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

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2019

Journal Articles

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

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

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

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Matjaž Gams, Irene Yu-Hua Gu, Aki Härmä, Andrés Muñoz, Vincent Tam

Artificial intelligence and ambient intelligence Journal Article

In: Journal of ambient intelligence and smart environments, vol. vol. 11, no. no. 1, pp. str. 71-86, 2019.

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Erik Dovgan, Matjaž Gams, Bogdan Filipič

A real-time multiobjective optimization algorithm for discovering driving strategies Journal Article

In: Transportation science, vol. vol. 53, no. no. 3, pp. str. 695-707, 2019.

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Matjaž Gams

IKT trendi v oskrbi Journal Article

In: Kakovostna starost : časopis za socialno gerontologijo in gerontagogiko, vol. vol. 22, no. št. 4, pp. str. 14-26, 2019.

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Jana Krivec, Tjaša Stepišnik Perdih

Comparison of self-perception between Slovenian, Finnish and Lebanese students = Primerjava samozaznave pri slovenskih, finskih in libanonskih študentih in študentkah Journal Article

In: Kairos : slovenska revija za psihoterapijo, vol. letn. 13, no. št. 3/4, pp. str. 155-175, 2019.

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Books

Tomaž Kompara, Igor Gornik, Peter Virtič, Rene Markovič, Miha Mlakar, Matjaž Gams, Danijel Jankovec, Jože Dermol

Sistem za krmiljenje pametnega doma z uporabo umetne inteligence : patent SI 25667 A, 2019-12-31 Book

Urad Republike Slovenije za intelektualno lastnino, Ljubljana, 2019.

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Book Chapters

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

Winning the Sussex-Huawei locomotion-transportation recognition challenge Incollection

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

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Conference Papers

Timotej Knez, Martin Gjoreski, Veljko Pejović

Analiza vpliva težavnosti računalniške igre na izmerjenevrednosti fizioloških signalov Inproceedings

In: Bojan Blažica, Klen Čopič Pucihar, Matjaž Kljun, Ines Kožuh, Jure Žabkar (Ed.): Interakcija človek-računalnik v informacijski družbi : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 9. oktober 2019 : zvezek H = Human-Computer Interaction in Information Society : proceedings of the 22nd International Multiconference Information Society - IS 2019, 9 October, 2019, Ljubljana, Slovenia : volume H, pp. str. 5-8, Institut "Jožef Stefan", Ljubljana, 2019.

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Beno Šircelj, Laura Blatnik Guzelj, Ajda Zavrtanik Drglin, Matjaž Gams

Expected human longevity Inproceedings

In: Toma Strle, Tine Kolenik, Olga Markič (Ed.): Kognitivna znanost : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek B = Cognitive Science : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume B, pp. str. 61-65, Institut "Jožef Stefan", Ljubljana, 2019.

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Matjaž Gams

Znanstveno o varovanju okolja = Environmentalmovement through scientific approach Inproceedings

In: Janez Malačič, Tomaž Ogrin, Matjaž Gams (Ed.): Ljudje in okolje : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 7. oktober 2019 : zvezek F = People and Environment : proceedings of the 22nd International Multiconference Information Society - IS 2019, 7 October, 2019, Ljubljana, Slovenia : volume F, pp. str. 9-13, Institut "Jožef Stefan", Ljubljana, 2019.

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Tine Kolenik

Modelling natural selection to understand evolution of perceptual veridicality and its reaction to sensorimotor embodiment Inproceedings

In: Toma Strle, Tine Kolenik, Olga Markič (Ed.): Kognitivna znanost : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek B = Cognitive Science : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume B, pp. str. 21-24, Institut "Jožef Stefan", Ljubljana, 2019.

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Tine Kolenik, Matjaž Gams

The state of the integrated information theory, its boundary cases and the question of "Phi-conscious" AI Inproceedings

In: Toma Strle, Tine Kolenik, Olga Markič (Ed.): Kognitivna znanost : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek B = Cognitive Science : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume B, pp. str. 25-29, Institut "Jožef Stefan", Ljubljana, 2019.

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Carlo De Masi, Mitja Luštrek

Object detection overview Inproceedings

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

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David Golob, Matjaž Gams, Aleš Tavčar

EkoSmart asistent za iskanje po integracijski platformi Inproceedings

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

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Primož Kocuvan, Aleš Tavčar, Gregor Grasselli, Matjaž Gams

Virtual assistant aggregator for the project electronic and mobile health Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 21-24, Institut "Jožef Stefan", Ljubljana, 2019.

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Tomaž Šef, Miro Romih, Jerneja Žganec Gros

Izdelava govorne zbirke za sintezo slovenskega govora = Development of a speech corpus for Slovenian text-to-speech synthesis Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 33-36, Institut "Jožef Stefan", Ljubljana, 2019.

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Karolina Ovijač, Jana Krivec

The effects of yoga on quality of life perception Inproceedings

In: Vladimir Fomichov, Olga S. Fomichova (Ed.): Kognitonika : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 7.-8. oktober 2019 : zvezek E = International Conference on Cognitonics : proceedings of the 22nd International Multiconference Information Society - IS 2019, 7-8 October, 2019, Ljubljana, Slovenia, pp. str. 45-49, Institut "Jožef Stefan", Ljubljana, 2019.

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Octavian-Mihai Machidon, Aleš Tavčar

Exploring European cultural heritage using conversational agents Inproceedings

In: Mihai Duguleanǎ, Marcello A. Carrozzino, Matjaž Gams, Iulian Tanea (Ed.): VR technologies in cultural heritage : First International Conference, VRTCH 2018, Brasov, Romania, May 29-30, 2018 : revised selected papers, pp. str. 184-194, Springer, Cham, 2019.

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Andrejaana Andova, Mitja Luštrek

Five attempts at cross-dataset speech emotion recognition Inproceedings

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

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Matej Cigale, Gašper Slapničar, Mitja Luštrek

Categorising behavioural states of people with profoundintellectual and multiple disabilities Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 10. oktober 2019 : zvezek A = Slovenian Conference on Artificial Intelligence : proceedings of the 22nd International Multiconference Information Society - IS 2019, 10 October, 2019, Ljubljana, Slovenia : volume A, pp. str. 29-32, Institut "Jožef Stefan", Ljubljana, 2019.

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

Toward early detection and monitoring of chronic heart failure using heart sounds Inproceedings

In: Andrés Muñoz (Ed.): Intelligent environments 2019 : workshop proceedings of the 15th International Conference on Intelligent Environments in conjunction with the 15th International Conference on Intelligent Environments (IE19), Rabat, Morocco, 24-27 June 2019, pp. str. 336-343, IOS Press, Amsterdam, 2019.

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Marko Katrašnik, Junoš Lukan, Mitja Luštrek, Vitomir Štruc

Razvoj postopka diarizacije govorcev z algoritmi strojnega učenja Inproceedings

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

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Erik Dovgan, Mitja Luštrek

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

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

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Martin Gjoreski, Anton Gradišek, Borut Budna, Gregor Poglajen

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

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

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Bojan Cestnik, Tanja Batkovič, Adem Kikaj, Ivan Boškov, Matevž Ogrinc, Maj Smerkol, Aljaž Ostrež, Matej Janežič, Nita Hasani, Boštjan Kaluža, Aleksander Zidanšek, Andreja Abina

Expert system for decision support in selection of education Inproceedings

In: SDEWES 2019, pp. str. 1052-1-1051-8, SDEWES.ORG, [S. l.], 2019.

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Matjaž Gams

Demografski trendi v svetu in Sloveniji Inproceedings

In: Matjaž Gams, Janez Malačič (Ed.): Bela knjiga slovenske demografije : "evropska demografska zima", pp. str. 35-39, Institut "Jožef Stefan", Ljubljana, 2019.

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Matjaž Gams

Zaključki posveta "Kako preprečiti izumiranje slovenskega naroda" Inproceedings

In: Matjaž Gams, Janez Malačič (Ed.): Bela knjiga slovenske demografije : "evropska demografska zima", pp. str. 26-31, Institut "Jožef Stefan", Ljubljana, 2019.

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Matjaž Gams

Osnove računalniške etike = Computer science ethics Inproceedings

In: Marjan Krisper, Franci Pivec, Matjaž Gams (Ed.): Etika in stroka : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 9. oktober 2019 : zvezek D = Professional Ethics : proceedings of the 22nd International Multiconference Information Society - IS 2019, 9 October, 2019, Ljubljana, Slovenia : volume D, pp. str. 19-22, Institut "Jožef Stefan", Ljubljana, 2019.

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

Cross-dataset deep transfer learning for activity recognition Inproceedings

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

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

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

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

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Tine Kolenik, Martin Gjoreski, Matjaž Gams

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

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

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Aljoša Vodopija, Bogdan Filipič

CmoPy: Constrained Multiobjective optimization in Python Inproceedings

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

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Matjaž Gams

Ideje za belo knjigo o varovanju okolja = Proposals for scientific approach to environmental problems Inproceedings

In: Janez Malačič, Tomaž Ogrin, Matjaž Gams (Ed.): Ljudje in okolje : zbornik 22. Mednarodne multikonference Informacijska družba - IS 2019, 7. oktober 2019 : zvezek F = People and Environment : proceedings of the 22nd International Multiconference Information Society - IS 2019, 7 October, 2019, Ljubljana, Slovenia : volume F, pp. str. 5-8, Institut "Jožef Stefan", Ljubljana, 2019.

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

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

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

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Matjaž Gams

Umetna inteligenca in zakoni informacijske družbe = Artificial inteligence and information society laws Inproceedings

In: Nenad Muškinja, Boris Tovornik (Ed.): Zbornik enajste konference AIG'19 Avtomatizacija v industriji in gospodarstvu, 9. in 10. april 2019, Maribor, Slovenija, pp. str. 1-6, Društvo avtomatikov Slovenije, Maribor, 2019.

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

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

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

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Gašper Slapničar, Erik Dovgan, Pia Čuk, Mitja Luštrek

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

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

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Jakob Valič, Miha Mlakar, Borut Budna, Mitja Luštrek

Predictive modelling of feeling of health for congestiveheart failure patients Inproceedings

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

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Tea Tušar, Vanessa Volz, Dimo Brockhoff, Nikolaus Hansen

Handling real-world problems within the COCO platform Inproceedings

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

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Mitja Luštrek, Benjamin Fele, Nina Reščič, Vito Janko

Counting bites with a smart watch Inproceedings

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

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Jernej Zupančič, Gregor Grasselli, Matjaž Gams

Austrian-Slovenian intelligent tourist-information Center Platform Inproceedings

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

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Martin Gjoreski, Stefan Kochev, Nina Reščič, Matej Gregorič, Tome Eftimov, Barbara Koroušić-Seljak

Exploring dietary intake data collected by FPQ using unsupervised learning Inproceedings

In: 2019 IEEE International Conference on Big Data, Dec. 9 - Dec. 12, 2019, Los Angeles, CA, USA : proceedings, pp. str. 5126-5130, IEEE = Institute of Electrical and Electronics Engineers, Los Alamitos, 2019.

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2018

Journal Articles

Jan Jug, Tine Kolenik, André Ofner, Igor Farkas

Computational model of enactive visuospatial mental imagery using saccadic perceptual actions Journal Article

In: Cognitive systems research, no. vol. 49, pp. str. 157-177, 2018.

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Martin Gjoreski, Mitja Luštrek, Matjaž Gams, Blagoj Mitrevski

An inter-domain study for arousal recognition from physiological signals Journal Article

In: Informatica : an international journal of computing and informatics, vol. vol. 42, no. no. 1, pp. str. 61-68, 2018.

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Aleš Tavčar, Matjaž Gams

Surrogate-agent modeling for improved training Journal Article

In: Engineering applications of artificial intelligence, vol. vol. 74, pp. str. 280-293, 2018.

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Miha Mlakar, Paolo Emilio Puddu, Maja Somrak, Silvio Bonfiglio, Mitja Luštrek, On Chiron, HeartMan projects

Mining telemonitored physiological data and patient-reported outcomes of congestive heart failure patients Journal Article

In: PloS one, vol. vol. 13, no. no. 3, pp. str. e0190323-1-e0190323-23, 2018.

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Monika Simjanoska, Martin Gjoreski, Matjaž Gams, Ana Madevska Bogdanova

Non-invasive blood pressure estimation from ECG using machine learning techniques Journal Article

In: Sensors, vol. vol. 18, no. no. 4, pp. str. 1160-1-1160-20, 2018.

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