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:...
Jana Krivec, Tjaša Popović Vpliv interakcije in vzgojnega stila na koncentracijo predšolskih otrok Journal Article In: Pedagoška obzorja : časopis za didaktiko in metodiko, vol. letn. 35, no. [št.] 3/4, pp. str. 100-116, 2020. Erik Dovgan, Anton Gradišek, Mitja Luštrek, Mohy Uddin, Aldilas Achmad Nursetyo, Sashi Kiran Annavarajula, Yu-Chuan Li, Shabbir Syed-Abdul Using machine learning models to predict the initiation of renal replacement therapy among chronic kidney disease patients Journal Article In: PloS one, vol. vol. 15, no. no. 6, pp. str. 1-18, 2020. BibTeX | Links: Martin Gjoreski, Vito Janko, Gašper Slapničar, Miha Mlakar, Nina Reščič, Jani Bizjak, Vid Drobnič, Matej Marinko, Nejc Mlakar, Mitja Luštrek, Matjaž Gams Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors Journal Article In: Information fusion, vol. vol. 62, pp. str. 47-62, 2020. BibTeX | Links: Martin Gjoreski A fusion of classical and deep machine learning for mobile health and behavior monitoring with wearable sensors : doctoral dissertation = Spoj klasičnega in globokega strojnega učenja za mobilno spremljanje zdravja in obnašanja z nosljivimi senzorji : doktorska disertacija Book [M. Gjoreski], Ljubljana, 2020. Andrej Raspor, Metka Nežič, Nevenka Podgornik, Jana Krivec, Primož Rakovec, Bojan Macuh, Miha Černetič, Kaja Kos, Vanja Tajnšek, Marija Turnšek Mikačić, Irena Kopitar, Maja Ptičar, Miloš Požar S skrbjo za sodelavce do boljših rezultatov podjetja Book 1. izd., Perfectus, Svetovanje in izobraževanje, Dolga Poljana, 2020. Hristijan Gjoreski, Simon Stankoski, Ivana Kiprijanovska, Anastasija Nikolovska, Natasha Mladenovska, Marija Trajanoska, Bojana Velichkovska, Martin Gjoreski, Mitja Luštrek, Matjaž Gams Wearable sensors data-fusion and machine-learning method for fall detection and activity recognition Incollection In: Hiram Ponce (Ed.): Challenges and trends in multimodal fall detection for healthcare, pp. str. 80-96, Springer, Cham, 2020. Jana Krivec, Primož Rakovec, Tjaša Stepišnik Perdih The role of ICT in adolescents dealing with psychosocial problems Incollection In: Matej Makarovič, Borut Rončević (Ed.): Technology and social choices in the era of social transformations, pp. str. 59-79, P. Lang, Berlin [etc.], 2020. Jernej Zupančič, Miha Štravs, Miha Mlakar MightyFields Voice : voice-based mobile application interaction Inproceedings In: Veljko Pejović, Matjaž Kljun, Vida Groznik, Domen Šoberl, Klen Čopič Pucihar, Bojan Blažica, Jure Žabkar, Matevž Pesek, Jože Guna, Simon Kolmanič (Ed.): Interakcija človek-računalnik v informacijski družbi = Human-Computer Interaction in Information Society : 7. oktober 2020, 7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek H = volume H, pp. str. 13-16, Institut "Jožef Stefan", Ljubljana, 2020. Alina Luminila Machidon, Maj Smerkol, Matjaž Gams URBANITE H2020 project : algorithms and simulation techniques for decision - makers Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 68-71, Institut "Jožef Stefan", Ljubljana, 2020. Gašper Slapničar, Erik Dovgan, Jakob Valič, Mitja Luštrek Mental state estimation of people with PIMD using physiological signals Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 92-95, Institut "Jožef Stefan", Ljubljana, 2020. Gašper Slapničar, Vito Janko, Tine Kolenik, Mitja Luštrek, Matjaž Gams Cognitive, psychological and social influence on spread of COVID-19 Inproceedings In: Toma Strle, Jaša Černe, Olga Markič (Ed.): Kognitivna znanost = Cognitive Science : 8. oktober 2020, 8 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek B = volume B, pp. str. 56-59, Institut "Jožef Stefan", Ljubljana, 2020. Simon Stankoski, Mitja Luštrek Energy-efficient eating detection using a wristband Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 96-99, Institut "Jožef Stefan", Ljubljana, 2020. Tine Kolenik, Martin Gjoreski, Matjaž Gams PerMEASS - personal mental health virtual assistantwith novel ambient intelligence integration Inproceedings In: Ester Zumpano (Ed.): Proceedings of the First International AAI4H - Advances in Artificial Intelligence for Healthcare Workshop co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, September 4, 2020, pp. str. 8-12, CEUR-WS, [S. l.], 2020. Matjaž Gams Izumiranje Slovencev in drugih narodov Inproceedings In: Drago Čepar (Ed.): Kadrovska vrzel v Sloveniji : zakaj v Sloveniji primanjkuje ljudi v delovni starosti : zbornik okrogle mize, 30. januarja 2020 v Ljubljani, pp. str. 30-32, Inštitut dr. Antona Korošca, SLS - Slovenska ljudska stranka, Ljubljana, 2020. Matjaž Gams Etika in mediji Inproceedings In: Franci Pivec, Marjan Krisper, Matjaž Gams (Ed.): Etika in stroka = Professional Ethics : 7. oktober 2020, 7 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek D = volume D, pp. str. 8-11, Institut "Jožef Stefan", Ljubljana, 2020. Matjaž Gams The shrinking of human population and causes for it - is women education and empowerment among them? = Zmanjševanje človeške populacije in razlogi - ali sta žensko izobraževanje in emancipacija med njimi? Inproceedings In: Janez Malačič, Tomaž Ogrin, Matjaž Gams (Ed.): Ljudje in okolje = People and Environment : 7. oktober 2020, 7 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek F = volume F, pp. str. 5-8, Institut "Jožef Stefan", Ljubljana, 2020. Jerneja Žganec Gros, Miro Romih, Tomaž Šef eBralec 4 : hibridni sintetizator slovenskega govora Inproceedings In: Veljko Pejović, Matjaž Kljun, Vida Groznik, Domen Šoberl, Klen Čopič Pucihar, Bojan Blažica, Jure Žabkar, Matevž Pesek, Jože Guna, Simon Kolmanič (Ed.): Interakcija človek-računalnik v informacijski družbi = Human-Computer Interaction in Information Society : 7. oktober 2020, 7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek H = volume H, pp. str. 17-20, Institut "Jožef Stefan", Ljubljana, 2020. Stefan Kalabakov, Primož Kocuvan, Jani Bizjak, Samo Gazvoda, Matjaž Gams Deep transfer learning for the detection of imperfections on metallic surfaces Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 35-38, Institut "Jožef Stefan", Ljubljana, 2020. Carlo De Masi, Mitja Luštrek Drinking detection from videos in a home environment Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 15-18, Institut "Jožef Stefan", Ljubljana, 2020. David Golob, Primož Kocuvan, Jože Ravničan, Janko Petrovčič, Jani Bizjak, Matjaž Gams, Stefan Kalabakov, Gregor Dolanc Detekcija napak na industrijskih izdelkih = Defect detection on industrial products Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 27-31, Institut "Jožef Stefan", Ljubljana, 2020. Argyro Mavrogiorgou, Maroje Sorić, Gregor Jurak, Mitja Luštrek, Anton Gradišek, others CrowdHEALTH : an e-health big data driven platform towards public health policies Inproceedings In: ICT4AWE 2020, 6th Interational Conference on Information and Communication Technology for Aging Well and e-Heath, 2020. Maj Smerkol, Žan Počkar, Alina Luminila Machidon, Matjaž Gams Traffic simulation software in the context of mobility policy support system = Programska oprema za simulacijo prometa v kontekstu sistema za podporo mobilnostne politike Inproceedings In: Janez Malačič, Tomaž Ogrin, Matjaž Gams (Ed.): Ljudje in okolje = People and Environment : 7. oktober 2020, 7 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek F = volume F, pp. str. 34-37, Institut "Jožef Stefan", Ljubljana, 2020. Anže Marinko, Klara Golob, Ema Jemec, Urša Klun, Matjaž Gams A new study of expected human longevity Inproceedings In: Toma Strle, Jaša Černe, Olga Markič (Ed.): Kognitivna znanost = Cognitive Science : 8. oktober 2020, 8 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek B = volume B, pp. str. 38-41, Institut "Jožef Stefan", Ljubljana, 2020. Nina Reščič, Marko Jordan, Jasmin de Boer, Ilse Bierhoff, Mitja Luštrek Mobile nutrition monitoring system : qualitative and quantitative monitoring Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A, pp. str. 80-83, Institut "Jožef Stefan", Ljubljana, 2020. 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. Erik Dovgan, Bogdan Filipič Semantic feature selection for AI-based estimation of operation durations in individualized tool manufacturing 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. 19-22, Institut "Jožef Stefan", Ljubljana, 2020. Junoš Lukan, Marko Katrašnik, Larissa Bolliger, Els Clays, Mitja Luštrek STRAW application for collecting context data and ecological momentary assessment 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. 63-67, Institut "Jožef Stefan", Ljubljana, 2020. 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. Andraž Levstek, Darja Silan, Aljoša Vodopija Analiza glasu kot diagnostična metoda za odkrivanje Parkinsonove bolezni = Speech anlysis as a diagnostic method for the detection of Parkinson's disease 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. 59-62, Institut "Jožef Stefan", Ljubljana, 2020. Ivana Kiprijanovska, Jani Bizjak, Matjaž Gams Fall detection and remote monitoring of elderly people using a safety watch 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. 39-42, Institut "Jožef Stefan", Ljubljana, 2020. Tine Kolenik, Matjaž Gams Progressing social good by reducing mental health care inequality with persua-sive technology Inproceedings In: AI for social good : Harvard CRCS Workshop, July 20-21, pp. 5 str., 2020. Primož Kocuvan, Jani Bizjak, Stefan Kalabakov, Matjaž Gams Avtomatska detekcija obrabe posnemalnih igel = Automatic wear detection of broaches 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. 51-54, Institut "Jožef Stefan", Ljubljana, 2020. Ivana Kiprijanovska, Hristijan Gjoreski, Matjaž Gams Abnormal gait detection using wrist-worn inertial sensors 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. 47-50, Institut "Jožef Stefan", Ljubljana, 2020. Jernej Zupančič, Borut Budna, Miha Mlakar, Maj Smerkol Smart issue retrieval application 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. 112-115, Institut "Jožef Stefan", Ljubljana, 2020. Ivana Kiprijanovska, Jani Bizjak, Samo Gazvoda, Matjaž Gams Machine vision system for quality control in manufacturing lines 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. 43-46, Institut "Jožef Stefan", Ljubljana, 2020. Stefan Kalabakov, Simon Stankoski, Nina Reščič, Ivana Kiprijanovska, Andrejaana Andova, Clement Picard, Vito Janko, Martin Gjoreski, Mitja Luštrek Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning Inproceedings In: UbiComp/ISWC '20 adjunct : proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers : September 12-17, 2020 : September 12-17, 2020, pp. str. 323-328, ACM = The Association for Computing Machinery, New York, New York, 2020. BibTeX | Links: Martin Gjoreski, Vladimir Kuzmanovski, Marko Bohanec Generating alternatives for DEX models using Bayesian optimization 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. 23-26, Institut "Jožef Stefan", Ljubljana, 2020. 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. 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. BibTeX | Links: 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. BibTeX | Links: 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. BibTeX | Links: 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. 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. 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. 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. 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. 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. 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. 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. BibTeX | Links: 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, 2019.2020
Journal Articles
@article{COBISS.SI-ID:44205827,
title = {Vpliv interakcije in vzgojnega stila na koncentracijo predšolskih otrok},
author = {Jana Krivec and Tjaša Popović},
year = {2020},
date = {2020-01-01},
journal = {Pedagoška obzorja : časopis za didaktiko in metodiko},
volume = {letn. 35},
number = {[št.] 3/4},
pages = {str. 100-116},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:18414851,
title = {Using machine learning models to predict the initiation of renal replacement therapy among chronic kidney disease patients},
author = {Erik Dovgan and Anton Gradišek and Mitja Luštrek and Mohy Uddin and Aldilas Achmad Nursetyo and Sashi Kiran Annavarajula and Yu-Chuan Li and Shabbir Syed-Abdul},
doi = {10.1371/journal.pone.0233976},
year = {2020},
date = {2020-01-01},
journal = {PloS one},
volume = {vol. 15},
number = {no. 6},
pages = {str. 1-18},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:13625603,
title = {Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors},
author = {Martin Gjoreski and Vito Janko and Gašper Slapničar and Miha Mlakar and Nina Reščič and Jani Bizjak and Vid Drobnič and Matej Marinko and Nejc Mlakar and Mitja Luštrek and Matjaž Gams},
doi = {10.1016/j.inffus.2020.04.004},
year = {2020},
date = {2020-01-01},
journal = {Information fusion},
volume = {vol. 62},
pages = {str. 47-62},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Books
@book{COBISS.SI-ID:46834435,
title = {A fusion of classical and deep machine learning for mobile health and behavior monitoring with wearable sensors : doctoral dissertation = Spoj klasičnega in globokega strojnega učenja za mobilno spremljanje zdravja in obnašanja z nosljivimi senzorji : doktorska disertacija},
author = {Martin Gjoreski},
year = {2020},
date = {2020-01-01},
publisher = {[M. Gjoreski]},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
@book{COBISS.SI-ID:17559299,
title = {S skrbjo za sodelavce do boljših rezultatov podjetja},
author = {Andrej Raspor and Metka Nežič and Nevenka Podgornik and Jana Krivec and Primož Rakovec and Bojan Macuh and Miha Černetič and Kaja Kos and Vanja Tajnšek and Marija Turnšek Mikačić and Irena Kopitar and Maja Ptičar and Miloš Požar},
editor = {Andrej Raspor and Metka Nežič},
year = {2020},
date = {2020-01-01},
publisher = {Perfectus, Svetovanje in izobraževanje},
address = {Dolga Poljana},
edition = {1. izd.},
series = {Zbirka Znanstvene monografije, Podzbirka Organizacija in kadri},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
Book Chapters
@incollection{COBISS.SI-ID:33140775,
title = {Wearable sensors data-fusion and machine-learning method for fall detection and activity recognition},
author = {Hristijan Gjoreski and Simon Stankoski and Ivana Kiprijanovska and Anastasija Nikolovska and Natasha Mladenovska and Marija Trajanoska and Bojana Velichkovska and Martin Gjoreski and Mitja Luštrek and Matjaž Gams},
editor = {Hiram Ponce},
year = {2020},
date = {2020-01-01},
booktitle = {Challenges and trends in multimodal fall detection for healthcare},
pages = {str. 80-96},
publisher = {Springer},
address = {Cham},
series = {Studies in systems, decision and control, vol. 273},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
@incollection{COBISS.SI-ID:36336131,
title = {The role of ICT in adolescents dealing with psychosocial problems},
author = {Jana Krivec and Primož Rakovec and Tjaša Stepišnik Perdih},
editor = {Matej Makarovič and Borut Rončević},
year = {2020},
date = {2020-01-01},
booktitle = {Technology and social choices in the era of social transformations},
pages = {str. 59-79},
publisher = {P. Lang},
address = {Berlin [etc.]},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
Conference Papers
@inproceedings{COBISS.SI-ID:34883075,
title = {MightyFields Voice : voice-based mobile application interaction},
author = {Jernej Zupančič and Miha Štravs and Miha Mlakar},
editor = {Veljko Pejović and Matjaž Kljun and Vida Groznik and Domen Šoberl and Klen Čopič Pucihar and Bojan Blažica and Jure Žabkar and Matevž Pesek and Jože Guna and Simon Kolmanič},
year = {2020},
date = {2020-01-01},
booktitle = {Interakcija človek-računalnik v informacijski družbi = Human-Computer Interaction in Information Society : 7. oktober 2020, 7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek H = volume H},
pages = {str. 13-16},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34344963,
title = {URBANITE H2020 project : algorithms and simulation techniques for decision - makers},
author = {Alina Luminila Machidon and Maj Smerkol and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 68-71},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34404867,
title = {Mental state estimation of people with PIMD using physiological signals},
author = {Gašper Slapničar and Erik Dovgan and Jakob Valič and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 92-95},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34466051,
title = {Cognitive, psychological and social influence on spread of COVID-19},
author = {Gašper Slapničar and Vito Janko and Tine Kolenik and Mitja Luštrek and Matjaž Gams},
editor = {Toma Strle and Jaša Černe and Olga Markič},
year = {2020},
date = {2020-01-01},
booktitle = {Kognitivna znanost = Cognitive Science : 8. oktober 2020, 8 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek B = volume B},
pages = {str. 56-59},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34405891,
title = {Energy-efficient eating detection using a wristband},
author = {Simon Stankoski and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 96-99},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:55290627,
title = {PerMEASS - personal mental health virtual assistantwith novel ambient intelligence integration},
author = {Tine Kolenik and Martin Gjoreski and Matjaž Gams},
editor = {Ester Zumpano},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the First International AAI4H - Advances in Artificial Intelligence for Healthcare Workshop co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, September 4, 2020},
volume = {vol. 2820},
pages = {str. 8-12},
publisher = {CEUR-WS},
address = {[S. l.]},
series = {CEUR workshop proceedings, Vol. 2820},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:15187459,
title = {Izumiranje Slovencev in drugih narodov},
author = {Matjaž Gams},
editor = {Drago Čepar},
year = {2020},
date = {2020-01-01},
booktitle = {Kadrovska vrzel v Sloveniji : zakaj v Sloveniji primanjkuje ljudi v delovni starosti : zbornik okrogle mize, 30. januarja 2020 v Ljubljani},
pages = {str. 30-32},
publisher = {Inštitut dr. Antona Korošca, SLS - Slovenska ljudska stranka},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34880771,
title = {Etika in mediji},
author = {Matjaž Gams},
editor = {Franci Pivec and Marjan Krisper and Matjaž Gams},
year = {2020},
date = {2020-01-01},
booktitle = {Etika in stroka = Professional Ethics : 7. oktober 2020, 7 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek D = volume D},
pages = {str. 8-11},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34864131,
title = {The shrinking of human population and causes for it - is women education and empowerment among them? = Zmanjševanje človeške populacije in razlogi - ali sta žensko izobraževanje in emancipacija med njimi?},
author = {Matjaž Gams},
editor = {Janez Malačič and Tomaž Ogrin and Matjaž Gams},
year = {2020},
date = {2020-01-01},
booktitle = {Ljudje in okolje = People and Environment : 7. oktober 2020, 7 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek F = volume F},
pages = {str. 5-8},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba (Online)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34882563,
title = {eBralec 4 : hibridni sintetizator slovenskega govora},
author = {Jerneja Žganec Gros and Miro Romih and Tomaž Šef},
editor = {Veljko Pejović and Matjaž Kljun and Vida Groznik and Domen Šoberl and Klen Čopič Pucihar and Bojan Blažica and Jure Žabkar and Matevž Pesek and Jože Guna and Simon Kolmanič},
year = {2020},
date = {2020-01-01},
booktitle = {Interakcija človek-računalnik v informacijski družbi = Human-Computer Interaction in Information Society : 7. oktober 2020, 7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek H = volume H},
pages = {str. 17-20},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34235139,
title = {Deep transfer learning for the detection of imperfections on metallic surfaces},
author = {Stefan Kalabakov and Primož Kocuvan and Jani Bizjak and Samo Gazvoda and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 35-38},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34224131,
title = {Drinking detection from videos in a home environment},
author = {Carlo De Masi and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 15-18},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34230787,
title = {Detekcija napak na industrijskih izdelkih = Defect detection on industrial products},
author = {David Golob and Primož Kocuvan and Jože Ravničan and Janko Petrovčič and Jani Bizjak and Matjaž Gams and Stefan Kalabakov and Gregor Dolanc},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 27-31},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:15144451,
title = {CrowdHEALTH : an e-health big data driven platform towards public health policies},
author = {Argyro Mavrogiorgou and Maroje Sorić and Gregor Jurak and Mitja Luštrek and Anton Gradišek and others},
year = {2020},
date = {2020-01-01},
booktitle = {ICT4AWE 2020, 6th Interational Conference on Information and Communication Technology for Aging Well and e-Heath},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34865411,
title = {Traffic simulation software in the context of mobility policy support system = Programska oprema za simulacijo prometa v kontekstu sistema za podporo mobilnostne politike},
author = {Maj Smerkol and Žan Počkar and Alina Luminila Machidon and Matjaž Gams},
editor = {Janez Malačič and Tomaž Ogrin and Matjaž Gams},
year = {2020},
date = {2020-01-01},
booktitle = {Ljudje in okolje = People and Environment : 7. oktober 2020, 7 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek F = volume F},
pages = {str. 34-37},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba (Online)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34895107,
title = {A new study of expected human longevity},
author = {Anže Marinko and Klara Golob and Ema Jemec and Urša Klun and Matjaž Gams},
editor = {Toma Strle and Jaša Černe and Olga Markič},
year = {2020},
date = {2020-01-01},
booktitle = {Kognitivna znanost = Cognitive Science : 8. oktober 2020, 8 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek B = volume B},
pages = {str. 38-41},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34400003,
title = {Mobile nutrition monitoring system : qualitative and quantitative monitoring},
author = {Nina Reščič and Marko Jordan and Jasmin de Boer and Ilse Bierhoff and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 80-83},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34222339,
title = {Using Mozilla's DeepSpeech to improve speech emotion recognition},
author = {Andrejaana Andova and Stefano Bromuri and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 7-10},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34225667,
title = {Semantic feature selection for AI-based estimation of operation durations in individualized tool manufacturing},
author = {Erik Dovgan and Bogdan Filipič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 19-22},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34340867,
title = {STRAW application for collecting context data and ecological momentary assessment},
author = {Junoš Lukan and Marko Katrašnik and Larissa Bolliger and Els Clays and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 63-67},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:21775107,
title = {Designing an intelligent cognitive assistant as persuasive technology for stress, anxiety and depression relief},
author = {Tine Kolenik and Martin Gjoreski and Matjaž Gams},
editor = {Mette Skov},
year = {2020},
date = {2020-01-01},
booktitle = {PERSUASIVE-ADJ 2020 adjunct proceedings},
publisher = {CEUR-WS},
address = {[S. l.]},
series = {CEUR workshop proceedings, vol. 2629},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34339075,
title = {Analiza glasu kot diagnostična metoda za odkrivanje Parkinsonove bolezni = Speech anlysis as a diagnostic method for the detection of Parkinson's disease},
author = {Andraž Levstek and Darja Silan and Aljoša Vodopija},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 59-62},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34236419,
title = {Fall detection and remote monitoring of elderly people using a safety watch},
author = {Ivana Kiprijanovska and Jani Bizjak and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 39-42},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:47121923,
title = {Progressing social good by reducing mental health care inequality with persua-sive technology},
author = {Tine Kolenik and Matjaž Gams},
year = {2020},
date = {2020-01-01},
booktitle = {AI for social good : Harvard CRCS Workshop, July 20-21},
pages = {5 str.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34334979,
title = {Avtomatska detekcija obrabe posnemalnih igel = Automatic wear detection of broaches},
author = {Primož Kocuvan and Jani Bizjak and Stefan Kalabakov and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 51-54},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34333699,
title = {Abnormal gait detection using wrist-worn inertial sensors},
author = {Ivana Kiprijanovska and Hristijan Gjoreski and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 47-50},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34409219,
title = {Smart issue retrieval application},
author = {Jernej Zupančič and Borut Budna and Miha Mlakar and Maj Smerkol},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 112-115},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34332931,
title = {Machine vision system for quality control in manufacturing lines},
author = {Ivana Kiprijanovska and Jani Bizjak and Samo Gazvoda and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 43-46},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:33234435,
title = {Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning},
author = {Stefan Kalabakov and Simon Stankoski and Nina Reščič and Ivana Kiprijanovska and Andrejaana Andova and Clement Picard and Vito Janko and Martin Gjoreski and Mitja Luštrek},
doi = {10.1145/3410530.3414848},
year = {2020},
date = {2020-01-01},
booktitle = {UbiComp/ISWC '20 adjunct : proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers : September 12-17, 2020 : September 12-17, 2020},
pages = {str. 323-328},
publisher = {ACM = The Association for Computing Machinery},
address = {New York, New York},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34227715,
title = {Generating alternatives for DEX models using Bayesian optimization},
author = {Martin Gjoreski and Vladimir Kuzmanovski and Marko Bohanec},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 23-26},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:34336515,
title = {Povečevanje enakosti (oskrbe duševnega zdravja) s prepričljivo tehnologijo = Increasing equality (in mental health care) with persuasive technology},
author = {Tine Kolenik and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {str. 55-58},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2019
Journal Articles
@article{COBISS.SI-ID:31834663,
title = {Authentication of key aroma compounds in apple using stable isotope approach},
author = {Lidija Strojnik and Matej Stopar and Emil Zlatić and Doris Kokalj and Mateja Naglič Gril and Bernard Ženko and Martin Žnidaršič and Marko Bohanec and Biljana Mileva Boshkoska and Mitja Luštrek and Anton Gradišek and Doris Potočnik and Nives Ogrinc},
doi = {10.1016/j.foodchem.2018.10.140},
year = {2019},
date = {2019-01-01},
journal = {Food chemistry},
number = {vol. 277},
pages = {str. 766-773},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:32092967,
title = {Artificial intelligence and ambient intelligence},
author = {Matjaž Gams and Irene Yu-Hua Gu and Aki Härmä and Andrés Muñoz and Vincent Tam},
doi = {10.3233/AIS-180508},
year = {2019},
date = {2019-01-01},
journal = {Journal of ambient intelligence and smart environments},
volume = {vol. 11},
number = {no. 1},
pages = {str. 71-86},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:32344103,
title = {A real-time multiobjective optimization algorithm for discovering driving strategies},
author = {Erik Dovgan and Matjaž Gams and Bogdan Filipič},
doi = {10.1287/trsc.2018.0872},
year = {2019},
date = {2019-01-01},
journal = {Transportation science},
volume = {vol. 53},
number = {no. 3},
pages = {str. 695-707},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:33081639,
title = {IKT trendi v oskrbi},
author = {Matjaž Gams},
year = {2019},
date = {2019-01-01},
journal = {Kakovostna starost : časopis za socialno gerontologijo in gerontagogiko},
volume = {vol. 22},
number = {št. 4},
pages = {str. 14-26},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:5595131,
title = {Comparison of self-perception between Slovenian, Finnish and Lebanese students = Primerjava samozaznave pri slovenskih, finskih in libanonskih študentih in študentkah},
author = {Jana Krivec and Tjaša Stepišnik Perdih},
year = {2019},
date = {2019-01-01},
journal = {Kairos : slovenska revija za psihoterapijo},
volume = {letn. 13},
number = {št. 3/4},
pages = {str. 155-175},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Books
@book{COBISS.SI-ID:1024370780,
title = {Sistem za krmiljenje pametnega doma z uporabo umetne inteligence : patent SI 25667 A, 2019-12-31},
author = {Tomaž Kompara and Igor Gornik and Peter Virtič and Rene Markovič and Miha Mlakar and Matjaž Gams and Danijel Jankovec and Jože Dermol},
year = {2019},
date = {2019-01-01},
publisher = {Urad Republike Slovenije za intelektualno lastnino},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
Book Chapters
@incollection{COBISS.SI-ID:32749863,
title = {Winning the Sussex-Huawei locomotion-transportation recognition challenge},
author = {Vito Janko and Martin Gjoreski and Gašper Slapničar and Miha Mlakar and Nina Reščič and Jani Bizjak and Vid Drobnič and Matej Marinko and Nejc Mlakar and Matjaž Gams and Mitja Luštrek},
editor = {Nobuo Kawaguchi},
year = {2019},
date = {2019-01-01},
booktitle = {Human activity sensing : corpus and applications},
pages = {str. 233-250},
publisher = {Springer},
address = {Cham},
series = {Springer series in adaptive environments},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
Conference Papers
@inproceedings{COBISS.SI-ID:32846375,
title = {Razvoj postopka diarizacije govorcev z algoritmi strojnega učenja},
author = {Marko Katrašnik and Junoš Lukan and Mitja Luštrek and Vitomir Štruc},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {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},
pages = {str. 57-60},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32881959,
title = {Analiza vpliva težavnosti računalniške igre na izmerjenevrednosti fizioloških signalov},
author = {Timotej Knez and Martin Gjoreski and Veljko Pejović},
editor = {Bojan Blažica and Klen Čopič Pucihar and Matjaž Kljun and Ines Kožuh and Jure Žabkar},
year = {2019},
date = {2019-01-01},
booktitle = {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},
pages = {str. 5-8},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:20823043,
title = {Five attempts at cross-dataset speech emotion recognition},
author = {Andrejaana Andova and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {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},
pages = {str. 81-84},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:24833283,
title = {Exploring European cultural heritage using conversational agents},
author = {Octavian-Mihai Machidon and Aleš Tavčar},
editor = {Mihai Duguleanǎ and Marcello A. Carrozzino and Matjaž Gams and Iulian Tanea},
doi = {10.1007/978-3-030-05819-7_14},
year = {2019},
date = {2019-01-01},
booktitle = {VR technologies in cultural heritage : First International Conference, VRTCH 2018, Brasov, Romania, May 29-30, 2018 : revised selected papers},
pages = {str. 184-194},
publisher = {Springer},
address = {Cham},
series = {Communications in computer and information science (Internet), 904},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:32844071,
title = {EkoSmart asistent za iskanje po integracijski platformi},
author = {David Golob and Matjaž Gams and Aleš Tavčar},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2019},
date = {2019-01-01},
booktitle = {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},
pages = {str. 17-20},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968