Publications

306 entries « 1 of 7 »

2022

Journal Articles

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 Journal Article

In: Universal access in the information society, vol. vol. 21, no. iss. 1, pp. 19 str., 2022.

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Larissa Bolliger, Junoš Lukan, Elena Colman, Leen Boersma, Mitja Luštrek, Dirk De Bacquer, Els Clays

Sources of occupational stress among office workers - a focus group study Journal Article

In: International journal of environmental research and public health, vol. vol. 19, no. no. 3, pp. str. 1075-1-1075-18, 2022.

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Eva Peklaj, Nina Reščič, Barbara Koroušić-Seljak, Nada Rotovnik-Kozjek

Is RED-S in athletes just another face of malnutrition? : er Journal Article

In: Clinical nutrition ESPEN, pp. 22 str., 2022.

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Aljoša Vodopija, Jörg Stork, Thomas Bartz-Beielstein, Bogdan Filipič

Elevator group control as a constrained multiobjective optimization problem Journal Article

In: Applied soft computing, vol. vol. 115, pp. str. 108277-1-108277-14, 2022.

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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 Journal Article

In: Healthcare, vol. vol. 10, no. no. 2, pp. str. 401-1-401-21, 2022.

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Amadej Jankovič, Tine Kolenik, Veljko Pejović

Can personalization persuade? Study of notification adaptation in mobile behavior change intervention application Journal Article

In: Behavioral sciences, 2022.

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Junoš Lukan, Larissa Bolliger, N. Pauwels, Mitja Luštrek, Dirk De Bacquer, Els Clays

Work environment risk factors causing day-to-day stress in occupational settings : a systematic review Journal Article

In: BMC public health, no. vol. 22, pp. str. 240-1-240-13, 2022.

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Book Chapters

Tine Kolenik

Methods in digital mental health : smartphone-based assessment and intervention for stress, anxiety, and depression Incollection

In: Carmela Comito, Ester Zumpano (Ed.): Integrating artificial intelligence and IoT for advanced health informatics : AI in the healthcare aector, pp. str. 105-128, Springer, Cham, 2022.

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2021

Journal Articles

Jana Krivec, Ivan Bratko, Matej Guid

Identification and conceptualization of procedural chunks in chess Journal Article

In: Cognitive systems research, no. vol. 69, pp. str. 22-40, 2021.

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Els Clays, Mitja Luštrek, Marko Bohanec, Jakob Valič, Aljoša Vodopija, others

Proof-of-concept trial results of the HeartMan mobile personal health system for self-management in congestive heart failure Journal Article

In: Scientific reports, vol. vol. 11, pp. str. 5663-1-5663-10, 2021.

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Svjetlana Fajfer, David Susič

Colored scalar mediated nucleon decays to an invisible fermion Journal Article

In: Physical review. D, vol. vol. 103, no. iss. 5, pp. str. 055012-1-055012-11, 2021.

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Tine Kolenik, Matjaž Gams

Intelligent cognitive assistants for attitude and behavior change support in mental health : state-of-the-art technical review Journal Article

In: Electronics, vol. vol. 10, no. no. 11, pp. str. 1250-1-1250-35, 2021.

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Matjaž Gams, Tine Kolenik

Relations between electronics, artificial intelligence and information society through information society rules Journal Article

In: Electronics, vol. vol. 10, no. no. 4, pp. str. 514-1-514-16, 2021.

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Martin Gjoreski, Bhargavi Mahesh, Tine Kolenik, Jens Uwe-Gabras, Dominik Seuss, Hristijan Gjoreski, Mitja Luštrek, Matjaž Gams, Veljko Pejović

Cognitive load monitoring with wearables-lessons learned from a machine learning challenge Journal Article

In: IEEE access, vol. vol. 9, pp. str. 103325-103336, 2021.

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Mitja Luštrek, Marko Bohanec, Erik Dovgan, Jure Lampe, Miha Mlakar, Gašper Slapničar, Jakob Valič, Aljoša Vodopija, others

A personal health system for self-management of congestive heart failure (HeartMan) : development, technical evaluation, and proof-of-concept randomized controlled trial Journal Article

In: JMIR medical informatics, vol. vol. 9, no. iss. 3, pp. 19 str., 2021.

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Simon Stankoski, Marko Jordan, Hristijan Gjoreski, Mitja Luštrek

Smartwatch-based eating detection : data selection for machine learning from imbalanced data with imperfect labels Journal Article

In: Sensors, vol. vol. 21, no. no 5, pp. str. 1902-1-1902-25, 2021.

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Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Tea Tušar

Using well-understood single-objective functions in multiobjective black-box optimization test suites Journal Article

In: Evolutionary computation, pp. 29 str., 2021.

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Vito Janko, Mitja Luštrek

A general framework for making context-recognition systems more energy efficient Journal Article

In: Sensors, vol. vol. 21, no. no. 3, pp. str. 766-1-766-31, 2021.

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Surya Krishnamurthy, K. S. Kapeleshh, Erik Dovgan, Mitja Luštrek, Barbara Gradišek Piletič, Kathiravan Srinivasan, Yu-Chuan (Jack) Li, Anton Gradišek, Shabbir Syed-Abdul

Machine learning prediction models for chronic kidney disease using national health insurance claim data in Taiwan Journal Article

In: Healthcare, vol. vol. 9, no. no. 5, pp. str. 546-1- 546-13, 2021.

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Valentin Koblar, Bogdan Filipič

Evolutionary design of a system for online surface roughness measurements Journal Article

In: Mathematics, vol. vol. 9, no. no. 16, pp. str. 1904-1-1904-18, 2021.

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Lina Badimon, Mitja Luštrek, On EU-CardioRNA COSTAction CA17129

Cardiovascular RNA markers and artificial intelligence may improve COVID-19 outcome : a position paper from the EU-CardioRNA COST Action CA17129 Journal Article

In: Cardiovascular Research, vol. vol. 117, no. no. 8, pp. str. 1823-1840, 2021.

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Matjaž Gams, Mari Jože Osredkar

Katoliški nauk in znanost o demografskih vprašanjih = Catholic doctrine and science on demographic issues Journal Article

In: Bogoslovni vestnik : glasilo Teološke fakultete v Ljubljani, vol. letn. 81, no. št. 3, pp. str. 555-567, 2021.

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Marko Bohanec, Aljoša Vodopija, Mitja Luštrek, others

HeartMan DSS : a decision support system for self-management of congestive heart failure Journal Article

In: Expert systems with applications, vol. vol. 186, pp. str. 115688-1-115688-13, 2021.

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Rok Piltaver, Mitja Luštrek, Sašo Džeroski, Martin Gjoreski, Matjaž Gams

Learning comprehensible and accurate hybrid trees Journal Article

In: Expert systems with applications, vol. vol. 164, pp. str. 113980-1-113980-11, 2021.

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Vito Janko, Gašper Slapničar, Erik Dovgan, Nina Reščič, Tine Kolenik, Martin Gjoreski, Maj Smerkol, Matjaž Gams, Mitja Luštrek

Machine learning for analyzing non-countermeasure factors affecting early spread of COVID-19 Journal Article

In: International journal of environmental research and public health, vol. vol. 18, no. no. 13, pp. str. 6750-1-6750-33, 2021.

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Tomaž Kompara, Janez Perš, David Susič, Matjaž Gams

A one-dimensional non-intrusive and privacy-preserving identification system for households Journal Article

In: Electronics, vol. vol. 10, no. no. 5, pp. str. 559-1- 559-21, 2021.

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Tine Kolenik, Matjaž Gams

Persuasive technology for mental health : one step closer to (mental health care) equality? Journal Article

In: IEEE technology & society magazine, vol. no. 40, no. no. 1, pp. str. 80-86, 2021.

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Gašper Slapničar, Wenjin Wang, Mitja Luštrek

Classification of hemodynamics scenarios from a public radar dataset using a deep learning approach Journal Article

In: Sensors, vol. vol. 21, no. no.5, pp. str. 1836-1-1836-23, 2021.

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Books

Jana Krivec

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

Thinkers Publishing, Landegem, 2021.

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Book Chapters

Junoš Lukan, Gregor Geršak

Predicting task difficulty through psychophysiology Incollection

In: Iztok Devetak, Saša A. Glažar (Ed.): Applying bio-measurements methodologies in science education research, pp. str. 55-70, Springer Nature, [Cham], 2021.

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Conference Papers

Primož Kocuvan, Erik Dovgan, Matjaž Gams

An analytical and empirical comparison of electronic and mobile health platforms Inproceedings

In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 12-15, Institut "Jožef Stefan", Ljubljana, 2021.

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Klemen Bele, Erik Dovgan, Primož Kocuvan, Matjaž Gams

Description of health service selection and structure of ISE-EMH program Inproceedings

In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 23-26, Institut "Jožef Stefan", Ljubljana, 2021.

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Nina Reščič, Vito Janko, David Susič, Carlo De Masi, Aljoša Vodopija, Matej Marinko, Tea Tušar, Erik Dovgan, Matej Cigale, Anton Gradišek, Matjaž Gams, Mitja Luštrek

Finding efficient intervention plans against Covid-19 : second place at the XPRIZE Pandemic Response Challenge Inproceedings

In: Marija Kalendar (Ed.): XV International Conference ETAI 2021 : 23-24 September, online Conference = 23-24 Septembri 2021, virtualna konferencija : zbornik na trudovi = conference proceedings, pp. str. 139-143, ETAI Society of Macedonia, Skopje, 2021.

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Mitja Luštrek, Nina Reščič, Vito Janko, David Susič, Carlo De Masi, Aljoša Vodopija, Matej Marinkovič, Tea Tušar, Erik Dovgan, Matej Cigale, Anton Gradišek, Matjaž Gams

Napovedovanje trendov in optimiziranje ukrepov v boju proti pandemiji COVID-19 : Tekmovanje XPRIZE in naslednji koraki : Forecasting trends and optimizing the intervention plans against the COVID-19 pandemic: The XPRIZE competition and beyond Inproceedings

In: Matjaž Gams, Primož Kocuvan, Flavio Rizzolio (Ed.): Delavnica projekta Insieme = Insieme Project Workshop : 5. oktober 2021, 5 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek D = volume D, pp. str. 52-55, Institut "Jožef Stefan", Ljubljana, 2021.

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Carlo De Masi, Simon Stankoski, Vincent Cergolj, Mitja Luštrek

Intent recognition and drinking detection for assisting kitchen-based activities Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 15-18, Institut "Jožef Stefan", Ljubljana, 2021.

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Matjaž Gams

How is online media transforming our minds Inproceedings

In: Artificial Intelligence and Digital Transformation, : Alma Mater Europaea ECM Web Science and Technology Study Program, 2021.

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Zdenko Vuk, Jani Bizjak, Erik Dovgan, Matjaž Gams, Anton Gradišek

An overview of the BATMAN platform Inproceedings

In: Sergio Crovella, Anton Gradišek (Ed.): Delavnica projekta BATMAN = BATMAN Project Workshop : 4. oktober 2021, 4 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek J = volume J, pp. str. 19-22, Institut "Jožef Stefan", Ljubljana, 2021.

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Matjaž Gams

Kako spletni mediji spreminjajo naše misli = How is online media transforming our minds Inproceedings

In: Matej Mertik (Ed.): Za človeka gre: digitalna transformacija v znanosti, izobraževanju in umetnosti = All about people: digital transformation in science, education and arts : zbornik povzetkov = book of abstracts : 9. znanstvena konferenca z mednarodno udeležbo = 9th Scientific Conference with International participation : Maribor, 12. - 19. 3. 2021, pp. str. 60, AMEU - ECM, Alma Mater Press, Maribor, 2021.

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Andrejaana Andova, Bogdan Filipič

Some experimental results in evolutionary multitasking Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 11-14, Institut "Jožef Stefan", Ljubljana, 2021.

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Matjaž Gams

Slovensko računalništvo skozi pogled dijaka l. 1971 Inproceedings

In: Saša Divjak, Alenka Krapež (Ed.): 50-letnica poučevanja računalništva v slovenskih srednjih šolah = 50th anniversary of teaching computer science in Slovenian secondary schools : 6. oktober 2021, 6 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek I = volume I, pp. str. 24-27, Institut "Jožef Stefan", Ljubljana, 2021.

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Anže Marinko, Maša Žaucer, David Susič, Matjaž Gams

Sensitivity of expected civilization longevity models Inproceedings

In: Toma Strle, Borut Trpin, Maša Rebernik, Olga Markič (Ed.): Kognitivna znanost = Cognitive Science : 7. oktober 2021, 7 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek B = volume B, pp. str. 22-25, Institut "Jožef Stefan", Ljubljana, 2021.

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Tine Kolenik, Jaya Caporusso

The ONE-ness of change : an exploratory neurophenomenological single case study on change in mood Inproceedings

In: Toma Strle, Borut Trpin, Maša Rebernik, Olga Markič (Ed.): Kognitivna znanost = Cognitive Science : 7. oktober 2021, 7 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek B = volume B, pp. str. 10-15, [6] str. pril., Institut "Jožef Stefan", Ljubljana, 2021.

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Stefan Zlatinov, Branislav Gerazov, Gorjan Nadzinski, Tomislav Kartalov, Igor Atanasov, Jelena Horstmann, Matjaž Gams

Machine learning and data science awareness and experience in vocational education and training high school students Inproceedings

In: Marija Kalendar (Ed.): XV International Conference ETAI 2021 : 23-24 September, online Conference = 23-24 Septembri 2021, virtualna konferencija : zbornik na trudovi = conference proceedings, pp. str. 343-348, ETAI Society of Macedonia, Skopje, 2021.

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Aljoša Vodopija, Tea Tušar, Bogdan Filipič

Analyzing the diversity of constrained multiobjective optimization test suites Inproceedings

In: Mitja Luštrek, Matjaž Gams, Rok Piltaver (Ed.): Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek A = volume A, pp. str. 51-54, Institut "Jožef Stefan", Ljubljana, 2021.

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Matjaž Gams

Slovensko računalništvo skozi pogled dijaka l. 1971 Inproceedings

In: Sergio Crovella, Anton Gradišek (Ed.): Delavnica projekta BATMAN = BATMAN Project Workshop : 4. oktober 2021, 4 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek J = volume J, pp. str. 24-27, Institut "Jožef Stefan", Ljubljana, 2021.

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Maj Smerkol, Miljana Shulajkovska, Erik Dovgan, Matjaž Gams

Visualizations for mobility policy design = “Rewild Slovenia” - new concept of conservationism Inproceedings

In: Sergio Campos, Shabnam Farahmand, Nathalie Van Loon, Erik Dovgan (Ed.): Delavnica URBANITE 2021 = URBANITE Workshop 2021 : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek H = volume H, pp. str. 44-47, Institut "Jožef Stefan", Ljubljana, 2021.

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Erik Dovgan, Gašper Slapničar, Jakob Valič, Mitja Luštrek

Recognition of behaviour patterns for people with profound intellectual and multiple disabilities Inproceedings

In: UbiComp/ISWC '21 adjunct : proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and proceedings of the 2021 ACM International Symposium on Wearable Computers, September 21-25, 2021 : virtual event, pp. str. 523-527, ACM = The Association for Computing Machinery, New York, New York, 2021.

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Maj Smerkol, Miljana Sulajkovska, Erik Dovgan, Matjaž Gams

Machine learning-based approach for estimating the quality of mobility policies Inproceedings

In: Sergio Campos, Shabnam Farahmand, Nathalie Van Loon, Erik Dovgan (Ed.): Delavnica URBANITE 2021 = URBANITE Workshop 2021 : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek H = volume H, pp. str. 40-47, Institut "Jožef Stefan", Ljubljana, 2021.

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Clement Picard, Vito Janko, Nina Reščič, Martin Gjoreski, Mitja Luštrek

Identification of cooking preparation using motion capture data : a submission to the cooking activity recognition challenge Inproceedings

In: Riad Md Atiqur Rahman, Paula Lago, Inoue Sozo (Ed.): Human activity recognition challenge, pp. str. 103-113, Springer Singapore, Singapore, 2021.

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Maj Smerkol, Miljana Sulajkovska, Erik Dovgan, Matjaž Gams

Traffic simulation for mobility policy analysis Inproceedings

In: Sergio Campos, Shabnam Farahmand, Nathalie Van Loon, Erik Dovgan (Ed.): Delavnica URBANITE 2021 = URBANITE Workshop 2021 : 8. oktober 2021, 8 October 2021, Ljubljana, Slovenia : Informacijska družba - IS 2021 = Information Society - IS 2021 : zbornik 24. mednarodne multikonference = proceedings of the 24th international multiconference : zvezek H = volume H, pp. str. 36-39, Institut "Jožef Stefan", Ljubljana, 2021.

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306 entries « 1 of 7 »