VALENCE Project
The department of intelligent systems (E9) continues to work closely with partners regarding the VALENCE (Advancing machine learning in vocational...
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:
The department of intelligent systems (E9) continues to work closely with partners regarding the VALENCE (Advancing machine learning in vocational...
V. Janko, M. Gams, B. Filipič, T. Šef, M. Luštrek, T. Tušar, A. Gradišek, E. Dovgan, M. Mlakar, J. Krivec,...
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...
M. Gams, A. Marinko Short description, main aims and objectives of the project: Intelligent system for total quality control in...
B. Kaluža Adaptive Predictive Analytics and Decisioning Engine in Cloud project Short description, main aims and objectives of the project:...
M. Gams, H. Gjoreski, J. Bizjak IN LIFE – INdependent LIving support Functions for the Elderly-inLIFE Short description, main aims...
M. Gams, A. Tavčar, D. Kužnar eHeritage – Expanding the Research and Innovation Capacity in Cultural Heritage Virtual Reality Applications...
D. Kužnar, M. Gams Metis – System for early detection of learning difficulties Short description, main aims and objectives of...
B. Kaluža, J. Zupančič, D. Kužnar, E. Dovgan, A. Tavčar, M. Gams ACCUS – Adaptive Cooperative Control in Urban (sub)...
Janez Tomšič, David Susič, Matjaž Gams Effectiveness of non-pharmaceutical interventions in handling the COVID-19 pandemic : review of related studies Inproceedings In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 46-51, Institut "Jožef Stefan", Ljubljana, 2021. David Susič Daily Covid-19 Deaths prediction for Slovenia Inproceedings In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 43-46, Institut "Jožef Stefan", Ljubljana, 2021. Tine Kolenik, Urša Klun, Primož Kocuvan, Matjaž Gams Intelligent cognitive assistant technology for (mental) health in the ISE-EMH project Inproceedings In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 31-34, Institut "Jožef Stefan", Ljubljana, 2021. Shabbir Syed-Abdul, Rianda-Putra Firdani, Hee-Jung Chung, Mohy Uddin, Mina Hur, Jae Hyeon Park, Woo Kim Hyung, Anton Gradišek, Erik Dovgan Artificial intelligence based models for screening of hematologic malignancies using cell population data Journal Article In: Scientific reports, vol. vol. 10, pp. str. 4583-1-4583-8, 2020. BibTeX | Links: Shkurta Gashi, Elena Di Lascio, Bianca Stancu, Vedant Das Swain, Varun Mishra, Martin Gjoreski, Silvia Santini Detection of artifacts in ambulatory electrodermal activity data Journal Article In: Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies, vol. vol. 4, no. no. 2, pp. str. 44-1-44-31, 2020. BibTeX | Links: Martin Gjoreski, Tine Kolenik, Timotej Knez, Mitja Luštrek, Matjaž Gams, Hristijan Gjoreski, Veljko Pejović Datasets for cognitive load inference using wearable sensors and psychological traits Journal Article In: Applied sciences, vol. vol. 10, no. no. 11, pp. str. 3843-1-3843-21, 2020. BibTeX | Links: Martin Gjoreski, Matjaž Gams, Mitja Luštrek, Pelin Genc, Jens-U. Garbas, Teena Hassan Machine learning and end-to-end deep learning for monitoring driver distractions from physiological and visual signals Journal Article In: IEEE access, vol. vol. 8, pp. str. 70590-70603, 2020. BibTeX | Links: Matej Madeja, Jaroslav Porubän, Veljko Pejović, Martin Gjoreski Observation of students behaviour in programming courses with anautomated testing platform at differently geolocated universities : a case study Journal Article In: Acta electrotechnica et informatica, vol. vol. 20, no. no. 3, pp. str. 39-47, 2020. BibTeX | Links: Octavian-Mihai Machidon, Aleš Tavčar, Matjaž Gams, Mihai Duguleanǎ CulturalERICA : a conversational agent improving the exploration of European cultural heritage Journal Article In: Journal of cultural heritage, no. vol. 41, pp. str. 152-165, 2020. BibTeX | Links: Maciej Dzieżyc, Martin Gjoreski, Przemysław Kazienko, Stanisław Saganowski, Matjaž Gams Can we ditch feature engineering? End-to-end deep learning for affect recognition from physiological sensor data Journal Article In: Sensors, vol. vol. 20, no. no. 22, pp. str. 6535-1-6535-21, 2020. BibTeX | Links: Jana Krivec, Matej Guid The influence of context on information processing Journal Article In: Cognitive processing, vol. vol. 21, no. iss. 2, pp. str. 167-184, 2020. BibTeX | Links: Veljko Pejović, Martin Gjoreski, Christoph Anderson, Klaus David, Mitja Luštrek Toward cognitive load inference for attention management in ubiquitous systems Journal Article In: IEEE pervasive computing : mobile and ubiquitous systems, vol. vol. 19, no. no. 2, pp. str. 35-45, 2020. BibTeX | Links: Jernej Zupančič, Bogdan Filipič, Matjaž Gams Genetic-programming-based multi-objective optimization of strategies for home energy-management systems Journal Article In: Energy, vol. vol. 203, pp. str. 117769-1-117769-15, 2020. BibTeX | Links: Martin Gjoreski, Anton Gradišek, Borut Budna, Matjaž Gams, Gregor Poglajen Machine learning and end-to-end deep learning for the detection of chronic heart failure from heart sounds Journal Article In: IEEE access, vol. vol. 8, pp. str. 20313-20324, 2020. BibTeX | Links: Ivana Kiprijanovska, Hristijan Gjoreski, Matjaž Gams Detection of gait abnormalities for fall risk assessment using wrist-worn inertial sensors and deep learning Journal Article In: Sensors, vol. vol. 20, no. no. 18, pp. str. 5373-1-5373-21, 2020. BibTeX | Links: 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, 2020.2021
Conference Papers
@inproceedings{COBISS.SI-ID:86434819,
title = {Effectiveness of non-pharmaceutical interventions in handling the COVID-19 pandemic : review of related studies},
author = {Janez Tomšič and David Susič and Matjaž Gams},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D},
pages = {str. 46-51},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86942211,
title = {Daily Covid-19 Deaths prediction for Slovenia},
author = {David Susič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2021},
date = {2021-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A},
pages = {str. 43-46},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba (Online)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
@inproceedings{COBISS.SI-ID:86416131,
title = {Intelligent cognitive assistant technology for (mental) health in the ISE-EMH project},
author = {Tine Kolenik and Urša Klun and Primož Kocuvan and Matjaž Gams},
editor = {Matjaž Gams and Primož Kocuvan and Flavio Rizzolio},
year = {2021},
date = {2021-01-01},
booktitle = {Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D},
pages = {str. 31-34},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2020
Journal Articles
@article{COBISS.SI-ID:33270311,
title = {Artificial intelligence based models for screening of hematologic malignancies using cell population data},
author = {Shabbir Syed-Abdul and Rianda-Putra Firdani and Hee-Jung Chung and Mohy Uddin and Mina Hur and Jae Hyeon Park and Woo Kim Hyung and Anton Gradišek and Erik Dovgan},
doi = {10.1038/s41598-020-61247-0},
year = {2020},
date = {2020-01-01},
journal = {Scientific reports},
volume = {vol. 10},
pages = {str. 4583-1-4583-8},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:24416259,
title = {Detection of artifacts in ambulatory electrodermal activity data},
author = {Shkurta Gashi and Elena Di Lascio and Bianca Stancu and Vedant Das Swain and Varun Mishra and Martin Gjoreski and Silvia Santini},
doi = {10.1145/3397316},
year = {2020},
date = {2020-01-01},
journal = {Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies},
volume = {vol. 4},
number = {no. 2},
pages = {str. 44-1-44-31},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:17709571,
title = {Datasets for cognitive load inference using wearable sensors and psychological traits},
author = {Martin Gjoreski and Tine Kolenik and Timotej Knez and Mitja Luštrek and Matjaž Gams and Hristijan Gjoreski and Veljko Pejović},
doi = {10.3390/app10113843},
year = {2020},
date = {2020-01-01},
journal = {Applied sciences},
volume = {vol. 10},
number = {no. 11},
pages = {str. 3843-1-3843-21},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:14444035,
title = {Machine learning and end-to-end deep learning for monitoring driver distractions from physiological and visual signals},
author = {Martin Gjoreski and Matjaž Gams and Mitja Luštrek and Pelin Genc and Jens-U. Garbas and Teena Hassan},
doi = {10.1109/ACCESS.2020.2986810},
year = {2020},
date = {2020-01-01},
journal = {IEEE access},
volume = {vol. 8},
pages = {str. 70590-70603},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:31743491,
title = {Observation of students behaviour in programming courses with anautomated testing platform at differently geolocated universities : a case study},
author = {Matej Madeja and Jaroslav Porubän and Veljko Pejović and Martin Gjoreski},
doi = {10.15546/aeei-2020-0018},
year = {2020},
date = {2020-01-01},
journal = {Acta electrotechnica et informatica},
volume = {vol. 20},
number = {no. 3},
pages = {str. 39-47},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:32551719,
title = {CulturalERICA : a conversational agent improving the exploration of European cultural heritage},
author = {Octavian-Mihai Machidon and Aleš Tavčar and Matjaž Gams and Mihai Duguleanǎ},
doi = {10.1016/j.culher.2019.07.010},
year = {2020},
date = {2020-01-01},
journal = {Journal of cultural heritage},
number = {vol. 41},
pages = {str. 152-165},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:38447619,
title = {Can we ditch feature engineering? End-to-end deep learning for affect recognition from physiological sensor data},
author = {Maciej Dzieżyc and Martin Gjoreski and Przemysław Kazienko and Stanisław Saganowski and Matjaž Gams},
doi = {10.3390/s20226535},
year = {2020},
date = {2020-01-01},
journal = {Sensors},
volume = {vol. 20},
number = {no. 22},
pages = {str. 6535-1-6535-21},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:5594363,
title = {The influence of context on information processing},
author = {Jana Krivec and Matej Guid},
doi = {10.1007/s10339-020-00958-8},
year = {2020},
date = {2020-01-01},
journal = {Cognitive processing},
volume = {vol. 21},
number = {iss. 2},
pages = {str. 167-184},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:1538568131,
title = {Toward cognitive load inference for attention management in ubiquitous systems},
author = {Veljko Pejović and Martin Gjoreski and Christoph Anderson and Klaus David and Mitja Luštrek},
doi = {10.1109/MPRV.2020.2968909},
year = {2020},
date = {2020-01-01},
journal = {IEEE pervasive computing : mobile and ubiquitous systems},
volume = {vol. 19},
number = {no. 2},
pages = {str. 35-45},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:16883203,
title = {Genetic-programming-based multi-objective optimization of strategies for home energy-management systems},
author = {Jernej Zupančič and Bogdan Filipič and Matjaž Gams},
doi = {10.1016/j.energy.2020.117769},
year = {2020},
date = {2020-01-01},
journal = {Energy},
volume = {vol. 203},
pages = {str. 117769-1-117769-15},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:33111591,
title = {Machine learning and end-to-end deep learning for the detection of chronic heart failure from heart sounds},
author = {Martin Gjoreski and Anton Gradišek and Borut Budna and Matjaž Gams and Gregor Poglajen},
doi = {10.1109/ACCESS.2020.2968900},
year = {2020},
date = {2020-01-01},
journal = {IEEE access},
volume = {vol. 8},
pages = {str. 20313-20324},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:87234819,
title = {Detection of gait abnormalities for fall risk assessment using wrist-worn inertial sensors and deep learning},
author = {Ivana Kiprijanovska and Hristijan Gjoreski and Matjaž Gams},
doi = {10.3390/s20185373},
year = {2020},
date = {2020-01-01},
journal = {Sensors},
volume = {vol. 20},
number = {no. 18},
pages = {str. 5373-1-5373-21},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@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}
}
Department of Intelligent Systems
Jožef Stefan Institute
Jamova cesta 39
SI-1000 Ljubljana, Slovenia
Tel: +386 1 477 3968