Datavysts (Data2Action)
Datavysts is a Marie Skłodowska-Curie Actions (MSCA) Doctoral Network funded underHorizon Europe, with additional support from UK Research and Innovation...
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:
Datavysts is a Marie Skłodowska-Curie Actions (MSCA) Doctoral Network funded underHorizon Europe, with additional support from UK Research and Innovation...
V okviru projekta ChatMED smo razvili in izboljšali spletno aplikacijo HomeDOCtor. Uporabnikom je na voljo več naprednih jezikovnih modelov (GPT-4.1,...
HomeDOCtor is the name of the computer system and project. Its purpose is to provide residents of Slovenia with concrete...
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...
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:...
Jitendra Jonnagaddala, Miljana Shulajkovska, Anton Gradišek, Junzhou Huang, others Multimodal analysis of whole slide images in colorectal cancer Journal Article In: NPJ digital medicine, no. vol. 8, article no. 719, pp. str. 1-18, 2025. BibTeX | Links: Patrick Chwalek, Marie Kuronaga, Isamar Zhu, David Susič, Anton Gradišek, Marina Arbetman, others High-res acoustic and environmental data to monitor Bombus dahlbomii amid invasive species, habitat loss Journal Article In: Scientific data, no. vol. 12, article no. 548, pp. str. 1-13, 2025. BibTeX | Links: David Susič, Johanna A. Robinson, Danilo Bevk, Anton Gradišek Acoustic monitoring of solitary bee activity at nesting boxes Journal Article In: Ecological solutions and evidence, vol. vol. 6, no. iss. 3, [article no.] e70080, pp. str. 1-13, 2025. BibTeX | Links: Jure Andolšek, Maj Zirkelbach, Matej Černe, Jana Krivec Checkmate the stress : how sleep quality and engagement shape daily cognitive adaptability in elite chess players Journal Article In: Applied cognitive psychology, vol. vol. 39, no. iss. 6, article no. e70146, pp. 15 str., 2025. BibTeX | Links: Zoja Anžur, Klara Žinkovič, Junoš Lukan, Pietro Barbiero, Gašper Slapničar, Mohan Li, Martin Gjoreski, Maike E. Debus, Sebastijan Trojer, Mitja Luštrek, Marc Langheinrich A review of methods for unobtrusive measurement of work-related well-being Journal Article In: Machine learning and knowledge extraction, vol. vol. 7, no. iss. 3, pp. str. 1-22, 2025. BibTeX | Links: Matjaž Gams 2024 ACM A.M. Turing Award : Richard S. Sutton and Andrew G. Barto for Reinforcement learning Journal Article In: Informatica : an international journal of computing and informatics, vol. vol. 49, no. no. 3, pp. str. 459–460, 2025. BibTeX | Links: Jovana Dobreva, Ivana Karasmanakis, Filip Ivanišević, Tadej Horvat, Matjaž Gams, Monika Simjanoska Misheva RAGCare-QA : a benchmark dataset for evaluating retrieval-augmented generation pipelines in theoretical medical knowledge Journal Article In: Data in brief, no. vol. 63, [article no.] 112146, pp. str. 1-11, 2025. BibTeX | Links: Rok Smodiš, Filip Ivanišević, Ivana Karasmanakis, Primož Kocuvan, Tadej Horvat, Matjaž Gams (R)evolucija slovenskega zdravstva z uporabo metod umetne inteligence : ocena finančnih koristi na primeru sistema HomeDOCtor Journal Article In: Uporabna informatika, pp. str. [1-22], 2025. BibTeX | Links: Matjaž Gams, Anže Marinko, Nina Reščič, Aljoša Vodopija, Sophie Vandepitte, Delphine De Smedt, Jana S. Javornik, Franc Strle, Vito Janko, David Susič, Zoja Anžur, Mitja Luštrek Balancing health and socioeconomic impacts : a uniform framework for evaluating non-pharmaceutical interventions Journal Article In: PloS one, vol. vol. 20, no. iss. 6, [article no.] e0324232, pp. str. 1-25, 2025. BibTeX | Links: Monika Simjanoska Misheva, Dragan Shahpaski, Jovana Dobreva, Matjaž Gams, others AI act compliance within the MyHealth@EU framework : tutorial Journal Article In: Journal of medical internet research, no. vol. 27, [article no.] e81184, pp. str. 1-17, 2025. BibTeX | Links: Matjaž Gams, Tadej Horvat, Žiga Kolar, Primož Kocuvan, Kostadin Mishev, Monika Simjanoska Misheva Evaluating a nationally localized AI Chatbot for personalized primary care guidance : insights from the HomeDOCtor deployment in Slovenia Journal Article In: Healthcare, vol. vol. 13, no. iss. 15, pp. 1-17 str., 2025. BibTeX | Links: Gašper Slapničar, Mitja Luštrek, Erik Dovgan, others Intelligent supportive system for people with profound intellectual and multiple disabilities Journal Article In: Advanced intelligent systems, no. vol., pp. 1-19 str., 2025. BibTeX | Links: Matjaž Gams Artificial intelligence might save us Incollection In: Gerald G. Sander, Ana Pošćić, Adrijana Martinović (Ed.): Exploring digital legal landscapes, pp. str. 9-28, Logos Verlag, Berlin, 2025. Tomislav Katić, Jana Krivec, Darko Palačić Challenges of labor migration : perception of domestic/foreign workers and management on occupational health and safety in Croatia Journal Article In: Global journal of business and integral security, vol. vol. 7, no. no. 3, pp. 8 str., 2024. Miljana Shulajkovska, Maj Smerkol, Gjorgji Noveski, Matjaž Gams Enhancing urban sustainability : Developing an open-source AI framework for smart cities Journal Article In: Smart cities, vol. vol. 7, no. no. 5, pp. str. 2670-2701, 2024. BibTeX | Links: Tine Kolenik, Günter Schiepek, Matjaž Gams Computational psychotherapy system for mental health prediction and behavior change with a conversational agent Journal Article In: Neuropsychiatric Disease and Treatment, no. vol. 20, [article no.] 2309558, pp. str. 2465-2498, 2024. BibTeX | Links: Matjaž Gams, Sebastjan Kramar Evaluating ChatGPT’s consciousness and its capability to pass the Turing test : A comprehensive analysis Journal Article In: Journal of computer and communications, vol. vol. 12, no. no. 3, pp. str. 219-237, 2024. BibTeX | Links: David Susič, Anton Gradišek, Matjaž Gams PCGmix : a data-augmentation method for heart-sound classification Journal Article In: IEEE journal of biomedical and health informatics, vol. vol. 28, no. iss. 11, pp. str. 6874-6885, 2024. BibTeX | Links: Miljana Shulajkovska, Maj Smerkol, Gjorgji Noveski, Marko Bohanec, Matjaž Gams Artificial intelligence-based decision support system for sustainable urban mobility Journal Article In: Electronics, vol. vol. 13, no. no. 18, pp. 14 str., 2024. BibTeX | Links: Gjorgji Noveski, Mathis Jeroncic, Thomas Velard, Primož Kocuvan, Matjaž Gams Comparison of large language models in generating machine learning curricula in high schools Journal Article In: Electronics, vol. vol. 13, no. iss. 20, [article no.] 4109, pp. str. 1-23, 2024. BibTeX | Links: David Susič Identification of hearth sounds for the analysis of cardiac pathology using machine learning : doctoral dissertation = Identifikacija srčnih zvokov za analizo bolezni srca s pomočjo strojnega učenja : doktorska disertacija Book [D. Susič], Ljubljana, 2024. Anže Marinko, Jože Ravničan, Tomaž Hohler, Matjaž Gams Naprava in postopek za napovedovanje življenjske dobe rezilnih orodij s primerjavo tresljajev v času obdelave : patent SI 26419 A, 2024-03-29 Book Urad RS za intelektualno lastnino, Ljubljana, 2024. Anton Gradišek, Jani Bizjak, Aleksej Popovski, Janez Grad Bumble bee nest thermoregulation : a field study @article 2023. BibTeX | Links: Vito Janko, Nina Reščič, Aljoša Vodopija, David Susič, Carlo De Masi, Tea Tušar, Anton Gradišek, Sophie Vandepitte, Delphine De Smedt, Jana S. Javornik, Matjaž Gams, Mitja Luštrek Optimizing non-pharmaceutical intervention strategies against COVID-19 using artificial intelligence @article 2023. BibTeX | Links: Miljana Shulajkovska, Maj Smerkol, Erik Dovgan, Matjaž Gams A machine-learning approach to a mobility policy proposal @article 2023. BibTeX | Links: David Susič, Lea Bombač Tavčar, Miha Lučovnik, Hana Hrobat, Lea Gornik, Anton Gradišek Wellbeing forecasting in postpartum anemia patients @article 2023. BibTeX | Links: David Susič, Shabbir Syed-Abdul, Erik Dovgan, Jitendra Jonnagaddala, Anton Gradišek Artificial intelligence based personalized predictive survival among colorectal cancer patients @article 2023. BibTeX | Links: Miljana Shulajkovska, Gjorgji Noveski, Maj Smerkol, Jure Grabnar, Erik Dovgan, Matjaž Gams EU smart cities : towards a new framework of urban digital transformation @article 2023. BibTeX | Links: Primož Kocuvan, Aleksander Hrastič, Andrea Kareska, Matjaž Gams Predicting a fall based on gait anomaly detection : a comparative study of wrist-worn three-axis and mobile phone-based accelerometer sensors @article 2023. BibTeX | Links: Miha Mlakar, Anton Gradišek, Mitja Luštrek, Gregor Jurak, Maroje Sorić, Bojan Leskošek, Gregor Starc Adult height prediction using the growth curve comparison method @article 2023. BibTeX | Links: Kawai Kitoshi, Gašper Slapničar, Akira Hirose, Mitja Luštrek Comparison of advanced processing methods for PPG denoising using a novel signal quality metric @inproceedings 2023. Andrejaana Andova, Aljoša Vodopija, Jordan Cork, Tea Tušar, Bogdan Filipič An attempt at predicting algorithm performance on constrained multiobjective optimization problems @inproceedings 2023. Tea Tušar, Peter Korošec, Bogdan Filipič Večstopenjski postopek vrednotenja rešitev pri načrtovanju elektromotorja = A multi-step evaluation process in electric motor design @inproceedings 2023. Matjaž Gams ChatGPT through Tononi's definition of consciousness = Analiza ChatGPT skozi Tononijevo definicijo zavesti @inproceedings 2023. Matjaž Gams Depopulation politics = Depopulacijska politika @inproceedings 2023. David Susič, Matjaž Gams Time-series cutmix data augmentation for heart sound classification using neural networks = Foreword @inproceedings 2023. Žiga Kolar, Andrej Lukšič, Andrej Vozlič, Matjaž Gams Types of democracy defined : keyword extraction from eleven different text descriptions @inproceedings 2023. Matic Zadobovšek, Primož Kocuvan, Matjaž Gams Vpeljava virtualnega asistenta ChatGPT v medicinsko platformo = Implementation of a virtual assistant ChatGPT into the medical platform @inproceedings 2023. Tilen Šket, David Susič, Candace Galen, Johannes Schul, Marina Arbetman, Victoria Campopiano Robinson, Cristian Alfonso Villagra Gil, Valentina Herrera, Anton Gradišek Identifying bumblebee buzzes using neural networks @inproceedings 2023. Marcel Franse Martinšek, Junoš Lukan, Larissa Bolliger, Els Clays, Primož Šiško, Mitja Luštrek Social interaction prediction from smart-phone sensor data @inproceedings 2023. David Susič, Janez Tomšič, Matjaž Gams Ranking effectiveness of non-pharmaceutical interventions against COVID-19 : a review @article 2022. BibTeX | Links: Amadej Jankovič, Tine Kolenik, Veljko Pejović Can personalization persuade? Study of notification adaptation in mobile behavior change intervention application @article 2022. BibTeX | Links: David Susič, Gregor Poglajen, Anton Gradišek Identification of decompensation episodes in chronic heart failure patients based solely on heart sounds @article 2022. BibTeX | Links: Matjaž Gams, Žiga Kolar, Zdenko Vuk, Christina Samuelsson, Bernard Jäger, Erik Dovgan Similarities and differences between EU Platforms in the AHA and AAL domains from a software viewpoint @article 2022. BibTeX | Links: Martin Gjoreski, Vladimir Kuzmanovski, Marko Bohanec BAG-DSM : a method for generating alternatives for hierarchical multi-attribute decision models using bayesian optimization @article 2022. BibTeX | Links: Stefan Kalabakov, Simon Stankoski, Ivana Kiprijanovska, Andrejaana Andova, Nina Reščič, Vito Janko, Martin Gjoreski, Matjaž Gams, Mitja Luštrek, others What actually works for activity recognition in scenarios with significant domain shift : lessons learned from the 2019 and 2020 Sussex-Huawei challenges @article 2022. BibTeX | Links: Primož Kocuvan, Erik Dovgan, Simon Ražman, Devid Palčič, Matjaž Gams Applications of the Insieme Platform : a case study @article 2022. BibTeX | Links: Arlene J. Astell, Jani Bizjak, Matjaž Gams, Anton Gradišek, Karmen Goljuf, others Developing a pragmatic evaluation of ICTs for older adults with cognitive impairment at scale : the IN LIFE experience @article 2022. BibTeX | Links: Tine Kolenik Methods in digital mental health : smartphone-based assessment and intervention for stress, anxiety, and depression @incollection 2022. BibTeX | Links: Matjaž Gams Nekaj primerov demografskega zmanjševanja = Examples of demographic schrinking @inproceedings 2022.2025
Journal Articles
@article{COBISS.SI-ID:258959875,
title = {Multimodal analysis of whole slide images in colorectal cancer},
author = {Jitendra Jonnagaddala and Miljana Shulajkovska and Anton Gradišek and Junzhou Huang and others},
doi = {10.1038/s41746-025-02095-y},
year = {2025},
date = {2025-01-01},
journal = {NPJ digital medicine},
number = {vol. 8, article no. 719},
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@article{COBISS.SI-ID:231245827,
title = {High-res acoustic and environmental data to monitor Bombus dahlbomii amid invasive species, habitat loss},
author = {Patrick Chwalek and Marie Kuronaga and Isamar Zhu and David Susič and Anton Gradišek and Marina Arbetman and others},
doi = {10.1038/s41597-025-04877-1},
year = {2025},
date = {2025-01-01},
journal = {Scientific data},
number = {vol. 12, article no. 548},
pages = {str. 1-13},
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pubstate = {published},
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@article{COBISS.SI-ID:245816835,
title = {Acoustic monitoring of solitary bee activity at nesting boxes},
author = {David Susič and Johanna A. Robinson and Danilo Bevk and Anton Gradišek},
doi = {10.1002/2688-8319.70080},
year = {2025},
date = {2025-01-01},
journal = {Ecological solutions and evidence},
volume = {vol. 6},
number = {iss. 3, [article no.] e70080},
pages = {str. 1-13},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{COBISS.SI-ID:259168771,
title = {Checkmate the stress : how sleep quality and engagement shape daily cognitive adaptability in elite chess players},
author = {Jure Andolšek and Maj Zirkelbach and Matej Černe and Jana Krivec},
doi = {10.1002/acp.70146},
year = {2025},
date = {2025-01-01},
journal = {Applied cognitive psychology},
volume = {vol. 39},
number = {iss. 6, article no. e70146},
pages = {15 str.},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{COBISS.SI-ID:241787651,
title = {A review of methods for unobtrusive measurement of work-related well-being},
author = {Zoja Anžur and Klara Žinkovič and Junoš Lukan and Pietro Barbiero and Gašper Slapničar and Mohan Li and Martin Gjoreski and Maike E. Debus and Sebastijan Trojer and Mitja Luštrek and Marc Langheinrich},
doi = {10.3390/make7030062},
year = {2025},
date = {2025-01-01},
journal = {Machine learning and knowledge extraction},
volume = {vol. 7},
number = {iss. 3},
pages = {str. 1-22},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{COBISS.SI-ID:254884099,
title = {2024 ACM A.M. Turing Award : Richard S. Sutton and Andrew G. Barto for Reinforcement learning},
author = {Matjaž Gams},
doi = {10.31449/inf.v49i3.9999},
year = {2025},
date = {2025-01-01},
journal = {Informatica : an international journal of computing and informatics},
volume = {vol. 49},
number = {no. 3},
pages = {str. 459–460},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{COBISS.SI-ID:263916803,
title = {RAGCare-QA : a benchmark dataset for evaluating retrieval-augmented generation pipelines in theoretical medical knowledge},
author = {Jovana Dobreva and Ivana Karasmanakis and Filip Ivanišević and Tadej Horvat and Matjaž Gams and Monika Simjanoska Misheva},
doi = {10.1016/j.dib.2025.112146},
year = {2025},
date = {2025-01-01},
journal = {Data in brief},
number = {vol. 63, [article no.] 112146},
pages = {str. 1-11},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{COBISS.SI-ID:264698371,
title = {(R)evolucija slovenskega zdravstva z uporabo metod umetne inteligence : ocena finančnih koristi na primeru sistema HomeDOCtor},
author = {Rok Smodiš and Filip Ivanišević and Ivana Karasmanakis and Primož Kocuvan and Tadej Horvat and Matjaž Gams},
doi = {10.31449/upinf.262},
year = {2025},
date = {2025-01-01},
journal = {Uporabna informatika},
pages = {str. [1-22]},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{COBISS.SI-ID:238452995,
title = {Balancing health and socioeconomic impacts : a uniform framework for evaluating non-pharmaceutical interventions},
author = {Matjaž Gams and Anže Marinko and Nina Reščič and Aljoša Vodopija and Sophie Vandepitte and Delphine De Smedt and Jana S. Javornik and Franc Strle and Vito Janko and David Susič and Zoja Anžur and Mitja Luštrek},
doi = {10.1371/journal.pone.0324232},
year = {2025},
date = {2025-01-01},
journal = {PloS one},
volume = {vol. 20},
number = {iss. 6, [article no.] e0324232},
pages = {str. 1-25},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{COBISS.SI-ID:263792387,
title = {AI act compliance within the MyHealth@EU framework : tutorial},
author = {Monika Simjanoska Misheva and Dragan Shahpaski and Jovana Dobreva and Matjaž Gams and others},
doi = {10.2196/81184},
year = {2025},
date = {2025-01-01},
journal = {Journal of medical internet research},
number = {vol. 27, [article no.] e81184},
pages = {str. 1-17},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{COBISS.SI-ID:244472579,
title = {Evaluating a nationally localized AI Chatbot for personalized primary care guidance : insights from the HomeDOCtor deployment in Slovenia},
author = {Matjaž Gams and Tadej Horvat and Žiga Kolar and Primož Kocuvan and Kostadin Mishev and Monika Simjanoska Misheva},
doi = {10.3390/healthcare13151843},
year = {2025},
date = {2025-01-01},
journal = {Healthcare},
volume = {vol. 13},
number = {iss. 15},
pages = {1-17 str.},
keywords = {},
pubstate = {published},
tppubtype = {article}
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@article{COBISS.SI-ID:244177411,
title = {Intelligent supportive system for people with profound intellectual and multiple disabilities},
author = {Gašper Slapničar and Mitja Luštrek and Erik Dovgan and others},
doi = {10.1002/aisy.202400925},
year = {2025},
date = {2025-01-01},
journal = {Advanced intelligent systems},
number = {vol.},
pages = {1-19 str.},
keywords = {},
pubstate = {published},
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Book Chapters
@incollection{COBISS.SI-ID:244005123,
title = {Artificial intelligence might save us},
author = {Matjaž Gams},
editor = {Gerald G. Sander and Ana Pošćić and Adrijana Martinović},
year = {2025},
date = {2025-01-01},
booktitle = {Exploring digital legal landscapes},
pages = {str. 9-28},
publisher = {Logos Verlag},
address = {Berlin},
keywords = {},
pubstate = {published},
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2024
Journal Articles
@article{COBISS.SI-ID:222333187,
title = {Challenges of labor migration : perception of domestic/foreign workers and management on occupational health and safety in Croatia},
author = {Tomislav Katić and Jana Krivec and Darko Palačić},
year = {2024},
date = {2024-01-01},
journal = {Global journal of business and integral security},
volume = {vol. 7},
number = {no. 3},
pages = {8 str.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:208050691,
title = {Enhancing urban sustainability : Developing an open-source AI framework for smart cities},
author = {Miljana Shulajkovska and Maj Smerkol and Gjorgji Noveski and Matjaž Gams},
doi = {10.3390/smartcities7050104},
year = {2024},
date = {2024-01-01},
journal = {Smart cities},
volume = {vol. 7},
number = {no. 5},
pages = {str. 2670-2701},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:219442179,
title = {Computational psychotherapy system for mental health prediction and behavior change with a conversational agent},
author = {Tine Kolenik and Günter Schiepek and Matjaž Gams},
doi = {10.2147/NDT.S417695},
year = {2024},
date = {2024-01-01},
journal = {Neuropsychiatric Disease and Treatment},
number = {vol. 20, [article no.] 2309558},
pages = {str. 2465-2498},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:192374531,
title = {Evaluating ChatGPT’s consciousness and its capability to pass the Turing test : A comprehensive analysis},
author = {Matjaž Gams and Sebastjan Kramar},
doi = {10.4236/jcc.2024.123014},
year = {2024},
date = {2024-01-01},
journal = {Journal of computer and communications},
volume = {vol. 12},
number = {no. 3},
pages = {str. 219-237},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:207499779,
title = {PCGmix : a data-augmentation method for heart-sound classification},
author = {David Susič and Anton Gradišek and Matjaž Gams},
doi = {10.1109/JBHI.2024.3458430},
year = {2024},
date = {2024-01-01},
journal = {IEEE journal of biomedical and health informatics},
volume = {vol. 28},
number = {iss. 11},
pages = {str. 6874-6885},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:208185091,
title = {Artificial intelligence-based decision support system for sustainable urban mobility},
author = {Miljana Shulajkovska and Maj Smerkol and Gjorgji Noveski and Marko Bohanec and Matjaž Gams},
doi = {10.3390/electronics13183655},
year = {2024},
date = {2024-01-01},
journal = {Electronics},
volume = {vol. 13},
number = {no. 18},
pages = {14 str.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
@article{COBISS.SI-ID:222118147,
title = {Comparison of large language models in generating machine learning curricula in high schools},
author = {Gjorgji Noveski and Mathis Jeroncic and Thomas Velard and Primož Kocuvan and Matjaž Gams},
doi = {10.3390/electronics13204109},
year = {2024},
date = {2024-01-01},
journal = {Electronics},
volume = {vol. 13},
number = {iss. 20, [article no.] 4109},
pages = {str. 1-23},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Books
@book{COBISS.SI-ID:220505859,
title = {Identification of hearth sounds for the analysis of cardiac pathology using machine learning : doctoral dissertation = Identifikacija srčnih zvokov za analizo bolezni srca s pomočjo strojnega učenja : doktorska disertacija},
author = {David Susič},
year = {2024},
date = {2024-01-01},
publisher = {[D. Susič]},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
@book{COBISS.SI-ID:161584643,
title = {Naprava in postopek za napovedovanje življenjske dobe rezilnih orodij s primerjavo tresljajev v času obdelave : patent SI 26419 A, 2024-03-29},
author = {Anže Marinko and Jože Ravničan and Tomaž Hohler and Matjaž Gams},
year = {2024},
date = {2024-01-01},
publisher = {Urad RS za intelektualno lastnino},
address = {Ljubljana},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
2023
@article
@@article{COBISS.SI-ID:137309187,
title = {Bumble bee nest thermoregulation : a field study},
author = {Anton Gradišek and Jani Bizjak and Aleksej Popovski and Janez Grad},
doi = {10.1080/00218839.2022.2164651},
year = {2023},
date = {2023-01-01},
journal = {Journal of apicultural research},
volume = {vol. 62},
number = {iss. 3},
pages = {str. 634-642},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:141456131,
title = {Optimizing non-pharmaceutical intervention strategies against COVID-19 using artificial intelligence},
author = {Vito Janko and Nina Reščič and Aljoša Vodopija and David Susič and Carlo De Masi and Tea Tušar and Anton Gradišek and Sophie Vandepitte and Delphine De Smedt and Jana S. Javornik and Matjaž Gams and Mitja Luštrek},
doi = {10.3389/fpubh.2023.1073581},
year = {2023},
date = {2023-01-01},
journal = {Frontiers in public health},
number = {vol. 11, [article] no. 1073581},
pages = {str. 1-11},
keywords = {},
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@@article{COBISS.SI-ID:168756739,
title = {A machine-learning approach to a mobility policy proposal},
author = {Miljana Shulajkovska and Maj Smerkol and Erik Dovgan and Matjaž Gams},
doi = {doi.org/10.1016/j.heliyon.2023.e20393},
year = {2023},
date = {2023-01-01},
journal = {Heliyon},
number = {vol. 9},
pages = {str. 1-15},
keywords = {},
pubstate = {published},
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@@article{COBISS.SI-ID:155107587,
title = {Wellbeing forecasting in postpartum anemia patients},
author = {David Susič and Lea Bombač Tavčar and Miha Lučovnik and Hana Hrobat and Lea Gornik and Anton Gradišek},
doi = {10.3390/healthcare11121694},
year = {2023},
date = {2023-01-01},
journal = {Healthcare},
volume = {vol. 11},
number = {iss. 12, [article no.] 1694},
pages = {str. 1-10},
keywords = {},
pubstate = {published},
tppubtype = {@article}
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@@article{COBISS.SI-ID:142592771,
title = {Artificial intelligence based personalized predictive survival among colorectal cancer patients},
author = {David Susič and Shabbir Syed-Abdul and Erik Dovgan and Jitendra Jonnagaddala and Anton Gradišek},
doi = {/10.1016/j.cmpb.2023.107435},
year = {2023},
date = {2023-01-01},
journal = {Computer methods and programs in biomedicine},
number = {vol. 231, [article no.] 107435},
pages = {str. 1-9},
keywords = {},
pubstate = {published},
tppubtype = {@article}
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@@article{COBISS.SI-ID:168751107,
title = {EU smart cities : towards a new framework of urban digital transformation},
author = {Miljana Shulajkovska and Gjorgji Noveski and Maj Smerkol and Jure Grabnar and Erik Dovgan and Matjaž Gams},
doi = {doi.org/10.31449/inf.v47i2.4904},
year = {2023},
date = {2023-01-01},
journal = {Informatica : an international journal of computing and informatics},
number = {vol. 47},
pages = {str. 151–158},
keywords = {},
pubstate = {published},
tppubtype = {@article}
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@@article{COBISS.SI-ID:172757507,
title = {Predicting a fall based on gait anomaly detection : a comparative study of wrist-worn three-axis and mobile phone-based accelerometer sensors},
author = {Primož Kocuvan and Aleksander Hrastič and Andrea Kareska and Matjaž Gams},
doi = {10.3390/s23198294},
year = {2023},
date = {2023-01-01},
journal = {Sensors},
volume = {vol. 23},
number = {iss. 19, [article no.] 8294},
pages = {str. 1-22},
keywords = {},
pubstate = {published},
tppubtype = {@article}
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@@article{COBISS.SI-ID:142098691,
title = {Adult height prediction using the growth curve comparison method},
author = {Miha Mlakar and Anton Gradišek and Mitja Luštrek and Gregor Jurak and Maroje Sorić and Bojan Leskošek and Gregor Starc},
doi = {10.1371/journal.pone.0281960},
year = {2023},
date = {2023-01-01},
journal = {PloS one},
volume = {vol. 18},
number = {iss. 2, [article no.] e0281960},
pages = {str. 1-13},
keywords = {},
pubstate = {published},
tppubtype = {@article}
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@inproceedings
@@inproceedings{COBISS.SI-ID:171594499,
title = {Comparison of advanced processing methods for PPG denoising using a novel signal quality metric},
author = {Kawai Kitoshi and Gašper Slapničar and Akira Hirose and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2023},
date = {2023-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th international multiconference : zvezek A = volume A : 12. oktober 2023, 12 October 2023, Ljubljana, Slovenija},
pages = {str. 15-18},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:171610371,
title = {An attempt at predicting algorithm performance on constrained multiobjective optimization problems},
author = {Andrejaana Andova and Aljoša Vodopija and Jordan Cork and Tea Tušar and Bogdan Filipič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2023},
date = {2023-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th international multiconference : zvezek A = volume A : 12. oktober 2023, 12 October 2023, Ljubljana, Slovenija},
pages = {str. 44-47},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:171612931,
title = {Večstopenjski postopek vrednotenja rešitev pri načrtovanju elektromotorja = A multi-step evaluation process in electric motor design},
author = {Tea Tušar and Peter Korošec and Bogdan Filipič},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2023},
date = {2023-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th international multiconference : zvezek A = volume A : 12. oktober 2023, 12 October 2023, Ljubljana, Slovenija},
pages = {str. 48-51},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:171628547,
title = {ChatGPT through Tononi's definition of consciousness = Analiza ChatGPT skozi Tononijevo definicijo zavesti},
author = {Matjaž Gams},
editor = {Anka Slana Ozimič and Borut Trpin and Toma Strle and Olga Markič},
year = {2023},
date = {2023-01-01},
booktitle = {Kognitivna znanost = Cognitive Science : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th International Multiconference : zvezek B = volume B : 12. oktober 2023, 12 October 2023, Ljubljana, Slovenia},
pages = {str. 14-17},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:171830787,
title = {Depopulation politics = Depopulacijska politika},
author = {Matjaž Gams},
editor = {Janez Malačič and Mari Jože Osredkar and Matjaž Gams},
year = {2023},
date = {2023-01-01},
booktitle = {Demografske in družinske analize = Demographic and Family Analyzes : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th International Multiconference : zvezek F = volume F : 9. oktober 2023, 9 October 2023, Ljubljana, Slovenia},
pages = {str. 8-12},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:171586307,
title = {Time-series cutmix data augmentation for heart sound classification using neural networks = Foreword},
author = {David Susič and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2023},
date = {2023-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th international multiconference : zvezek A = volume A : 12. oktober 2023, 12 October 2023, Ljubljana, Slovenija},
pages = {str. 7-10},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:171605507,
title = {Types of democracy defined : keyword extraction from eleven different text descriptions},
author = {Žiga Kolar and Andrej Lukšič and Andrej Vozlič and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2023},
date = {2023-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th international multiconference : zvezek A = volume A : 12. oktober 2023, 12 October 2023, Ljubljana, Slovenija},
pages = {str. 32-35},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:171603203,
title = {Vpeljava virtualnega asistenta ChatGPT v medicinsko platformo = Implementation of a virtual assistant ChatGPT into the medical platform},
author = {Matic Zadobovšek and Primož Kocuvan and Matjaž Gams},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2023},
date = {2023-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th international multiconference : zvezek A = volume A : 12. oktober 2023, 12 October 2023, Ljubljana, Slovenija},
pages = {str. 28-31},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:171663875,
title = {Identifying bumblebee buzzes using neural networks},
author = {Tilen Šket and David Susič and Candace Galen and Johannes Schul and Marina Arbetman and Victoria Campopiano Robinson and Cristian Alfonso Villagra Gil and Valentina Herrera and Anton Gradišek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2023},
date = {2023-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th international multiconference : zvezek A = volume A : 12. oktober 2023, 12 October 2023, Ljubljana, Slovenija},
pages = {str. 20-23},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
}
@@inproceedings{COBISS.SI-ID:171592963,
title = {Social interaction prediction from smart-phone sensor data},
author = {Marcel Franse Martinšek and Junoš Lukan and Larissa Bolliger and Els Clays and Primož Šiško and Mitja Luštrek},
editor = {Mitja Luštrek and Matjaž Gams and Rok Piltaver},
year = {2023},
date = {2023-01-01},
booktitle = {Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : Informacijska družba - IS 2023 = Information Society - IS 2023 : zbornik 26. mednarodne multikonference = proceedings of the 26th international multiconference : zvezek A = volume A : 12. oktober 2023, 12 October 2023, Ljubljana, Slovenija},
pages = {str. 11-14},
publisher = {Institut "Jožef Stefan"},
address = {Ljubljana},
series = {Informacijska družba},
keywords = {},
pubstate = {published},
tppubtype = {@inproceedings}
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2022
@article
@@article{COBISS.SI-ID:136176387,
title = {Ranking effectiveness of non-pharmaceutical interventions against COVID-19 : a review},
author = {David Susič and Janez Tomšič and Matjaž Gams},
doi = {10.31449/inf.v46i4.4181},
year = {2022},
date = {2022-01-01},
journal = {Informatica : an international journal of computing and informatics},
volume = {vol. 46},
number = {no. 4},
pages = {str. 449-456},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:106946819,
title = {Can personalization persuade? Study of notification adaptation in mobile behavior change intervention application},
author = {Amadej Jankovič and Tine Kolenik and Veljko Pejović},
doi = {10.3390/bs12050116},
year = {2022},
date = {2022-01-01},
journal = {Behavioral sciences},
volume = {vol. 12},
number = {iss. 5},
pages = {str. 1-12},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:129351427,
title = {Identification of decompensation episodes in chronic heart failure patients based solely on heart sounds},
author = {David Susič and Gregor Poglajen and Anton Gradišek},
doi = {10.3389/fcvm.2022.1009821},
year = {2022},
date = {2022-01-01},
journal = {Frontiers in cardiovascular medicine},
number = {9},
pages = {str. 1-10},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:98808579,
title = {Similarities and differences between EU Platforms in the AHA and AAL domains from a software viewpoint},
author = {Matjaž Gams and Žiga Kolar and Zdenko Vuk and Christina Samuelsson and Bernard Jäger and Erik Dovgan},
doi = {10.3390/healthcare10020401},
year = {2022},
date = {2022-01-01},
journal = {Healthcare},
volume = {vol. 10},
number = {no. 2},
pages = {str. 401-1-401-21},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:111406083,
title = {BAG-DSM : a method for generating alternatives for hierarchical multi-attribute decision models using bayesian optimization},
author = {Martin Gjoreski and Vladimir Kuzmanovski and Marko Bohanec},
doi = {10.3390/a15060197},
year = {2022},
date = {2022-01-01},
journal = {Algorithms},
volume = {vol. 15},
number = {no 6},
pages = {str. 197-1-197-22},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:142134275,
title = {What actually works for activity recognition in scenarios with significant domain shift : lessons learned from the 2019 and 2020 Sussex-Huawei challenges},
author = {Stefan Kalabakov and Simon Stankoski and Ivana Kiprijanovska and Andrejaana Andova and Nina Reščič and Vito Janko and Martin Gjoreski and Matjaž Gams and Mitja Luštrek and others},
doi = {10.3390/s22103613},
year = {2022},
date = {2022-01-01},
journal = {Sensors},
volume = {vol. 22},
number = {iss. 10, [article no.] 3613},
pages = {str. 1-32},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:138366467,
title = {Applications of the Insieme Platform : a case study},
author = {Primož Kocuvan and Erik Dovgan and Simon Ražman and Devid Palčič and Matjaž Gams},
doi = {10.31449/inf.v46i4.4210},
year = {2022},
date = {2022-01-01},
journal = {Informatica : an international journal of computing and informatics},
volume = {vol. 46},
number = {no. 4},
pages = {str. 469-475},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@@article{COBISS.SI-ID:88084227,
title = {Developing a pragmatic evaluation of ICTs for older adults with cognitive impairment at scale : the IN LIFE experience},
author = {Arlene J. Astell and Jani Bizjak and Matjaž Gams and Anton Gradišek and Karmen Goljuf and others},
doi = {10.1007/s10209-021-00849-5},
year = {2022},
date = {2022-01-01},
journal = {Universal access in the information society},
volume = {vol. 21},
number = {iss. 1},
pages = {19 str.},
keywords = {},
pubstate = {published},
tppubtype = {@article}
}
@incollection
@@incollection{COBISS.SI-ID:97804547,
title = {Methods in digital mental health : smartphone-based assessment and intervention for stress, anxiety, and depression},
author = {Tine Kolenik},
editor = {Carmela Comito and Ester Zumpano},
doi = {10.1007/978-3-030-91181-2},
year = {2022},
date = {2022-01-01},
booktitle = {Integrating artificial intelligence and IoT for advanced health informatics : AI in the healthcare aector},
pages = {str. 105-128},
publisher = {Springer},
address = {Cham},
series = {Internet of things (Online)},
keywords = {},
pubstate = {published},
tppubtype = {@incollection}
}
@inproceedings
@@inproceedings{COBISS.SI-ID:128521475,
title = {Nekaj primerov demografskega zmanjševanja = Examples of demographic schrinking},
author = {Matjaž Gams},
editor = {Janez Malačič and Mari Jože Osredkar and Matjaž Gams},
year = {2022},
date = {2022-01-01},
booktitle = {Demografske in družinske analize = Demographic and Family Analyzes : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik 25. mednarodne multikonference = proceedings of the 25th International Multiconference : zvezek F = volume F : 12. oktober 2022, 12 October 2022, Ljubljana, Slovenija},
pages = {str. 18-22},
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