Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors
Gjoreski, Martin, Janko, Vito, Slapničar, Gašper, Mlakar, Miha, Reščič, Nina, Bizjak, Jani, Drobnič, Vid, Marinko, Matej, Mlakar, Nejc, Luštrek, Mitja, Gams, Matjaž
Published in Information fusion (01.10.2020)
Published in Information fusion (01.10.2020)
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Journal Article
Using survey data to estimate the impact of the omicron variant on vaccine efficacy against COVID-19 infection
Rufino, Jesús, Baquero, Carlos, Frey, Davide, Glorioso, Christin A., Ortega, Antonio, Reščič, Nina, Roberts, Julian Charles, Lillo, Rosa E., Menezes, Raquel, Champati, Jaya Prakash, Fernández Anta, Antonio
Published in Scientific reports (17.01.2023)
Published in Scientific reports (17.01.2023)
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Journal Article
Machine Learning for Analyzing Non-Countermeasure Factors Affecting Early Spread of COVID-19
Janko, Vito, Slapničar, Gašper, Dovgan, Erik, Reščič, Nina, Kolenik, Tine, Gjoreski, Martin, Smerkol, Maj, Gams, Matjaž, Luštrek, Mitja
Published in International journal of environmental research and public health (23.06.2021)
Published in International journal of environmental research and public health (23.06.2021)
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Journal Article
New Epidemic of Malnutrition in Young Slovenian Athletes
Peklaj, Eva, Reščič, Nina, Koroušić Seljak, Barbara, Rotovnik Kozjek, Nada
Published in Zdravstveno varstvo (01.09.2023)
Published in Zdravstveno varstvo (01.09.2023)
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Journal Article
Optimising an FFQ Using a Machine Learning Pipeline to teach an Efficient Nutrient Intake Predictive Model
Reščič, Nina, Eftimov, Tome, Koroušić Seljak, Barbara, Luštrek, Mitja
Published in Nutrients (10.12.2020)
Published in Nutrients (10.12.2020)
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Journal Article
What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges
Kalabakov, Stefan, Stankoski, Simon, Kiprijanovska, Ivana, Andova, Andrejaana, Reščič, Nina, Janko, Vito, Gjoreski, Martin, Gams, Matjaž, Luštrek, Mitja
Published in Sensors (Basel, Switzerland) (10.05.2022)
Published in Sensors (Basel, Switzerland) (10.05.2022)
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Journal Article
Publisher Correction: Using survey data to estimate the impact of the omicron variant on vaccine efficacy against COVID‑19 infection
Rufino, Jesús, Baquero, Carlos, Frey, Davide, Glorioso, Christin A., Ortega, Antonio, Reščič, Nina, Roberts, Julian Charles, Lillo, Rosa E., Menezes, Raquel, Champati, Jaya Prakash, Anta, Antonio Fernández
Published in Scientific reports (31.01.2023)
Published in Scientific reports (31.01.2023)
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Journal Article
Optimizing non-pharmaceutical intervention strategies against COVID-19 using artificial intelligence
Janko, Vito, Reščič, Nina, Vodopija, Aljoša, Susič, David, De Masi, Carlo, Tušar, Tea, Gradišek, Anton, Vandepitte, Sophie, De Smedt, Delphine, Javornik, Jana, Gams, Matjaž, Luštrek, Mitja
Published in Frontiers in public health (13.02.2023)
Published in Frontiers in public health (13.02.2023)
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Journal Article
Is RED-S in athletes just another face of malnutrition?
Peklaj, Eva, Reščič, Nina, Koroušic´ Seljak, Barbara, Rotovnik Kozjek, Nada
Published in Clinical nutrition ESPEN (01.04.2022)
Published in Clinical nutrition ESPEN (01.04.2022)
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Journal Article
Winning the Sussex-Huawei Locomotion-Transportation Recognition Challenge
Janko, Vito, Gjoreski, Martin, Slapničar, Gašper, Mlakar, Miha, Reščič, Nina, Bizjak, Jani, Drobnič, Vid, Marinko, Matej, Mlakar, Nejc, Gams, Matjaž, Luštrek, Mitja
Published in Human Activity Sensing (2019)
Published in Human Activity Sensing (2019)
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Book Chapter
Comparison of Feature Selection Algorithms for Minimization of Target Specific FFQs
Rescic, Nina, Eftimov, Tome, Seljak, Barbara Korousic
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
Exploring Dietary Intake Data collected by FPQ using Unsupervised Learning
Gjoreski, Martin, Kochev, Stefan, Rescic, Nina, Gregoric, Matej, Eftimov, Tome, Seljak, Barbara Korousic
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
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Conference Proceeding
SmartCHANGE: AI-based long-term health risk evaluation for driving behaviour change strategies in children and youth
Rescic, Nina, Alberts, Janna, Altenburg, Teatske M., Chinapaw, Mai J. M., De Nigro, Antonio, Fenoglio, Dario, Gjoreski, Martin, Gradisek, Anton, Jurak, Gregor, Kiourtis, Athanasios, Kyriazis, Dimosthenis, Langheinrich, Marc, Mancuso, Elena, Mavrogiorgou, Argyro, Pechenizkiy, Mykola, Pratola, Roberto, Ribeiro, Jose, Soric, Maroje, Taj, Fawad, Tammelin, Tuija H., Vastenburg, Martijn, Vilanova, Anna, Vrijkotte, Tanja G. M., Lustrek, Mitja
Published in 2023 International Conference on Applied Mathematics & Computer Science (ICAMCS) (08.08.2023)
Published in 2023 International Conference on Applied Mathematics & Computer Science (ICAMCS) (08.08.2023)
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Conference Proceeding