To list all and up-to-date publications please check Cobiss database

2018

PhD Thesis

SSL

CVETKOVIĆ Božidara. Multi-Model Semi-Supervised Learning for Personalisation, PhD Thesis, 2018, International Postgraduate School Jožef Stefan. [BibTex | .pdf]

Journal

Activity Monitoring

CVETKOVIĆ Božidara, SZEKLICKI Robert, JANKO Vito, LUTOMSKI Przemyslaw, LUŠTREK MITJA. Real-Time Activity Monitoring with a Wristband and a Smartphone. Information Fusion, 2018, vol. 43, pp. 77-93. [BibTex | link]

Journals

Activity monitoring

2017

JANKO Vito, CVETKOVIĆ Božidara, GRADIŠEK Anton, LUŠTREK Mitja, ŠTRUMBELJ Boro, KAJTNA Tanja. e-Gibalec: Mobile application to monitor and encourage physical activity in schoolchildren.  Journal of Ambient Intelligence and Smart Environments, 2017, vol. 9, no. 5, pp. 595-609. [link]

Recommender system

2016

CVETKOVIĆ Božidara, GJORESKI Hristijan, JANKO Vito, KALUŽA Boštjan, GRADIŠEK Anton, LUŠTREK Mitja, JURINČIČ Igor, GOSAR Anton, KERMA Simon, BALAŽIČ Gregor. E-turist : an intelligent personalised trip guide. Informatica, 2016, vol. 40, no. 4, pp. 447-455.

Activity monitoring

2016

CVETKOVIĆ, Božidara, JANKO Vito, ROMERO E. Alfonso, KAFALI Ozfur, STATHIS Kostas, LUŠTREK, Mitja. Activity Recognition for Diabetic Patients Using a Smartphone. Journal of Medical Systems, 2016, vol. 40, no. 12, str. 256-1-256-8. [BibTex | .pdf]

Activity monitoring

2016

CVETKOVIĆ, Božidara, MILIĆ, Radoje, LUŠTREK, Mitja. Estimating Energy Expenditure with Multiple Models using Different Wearable Sensors. IEEE Journal of Biomedical and Health Informatics, vol. 20, no. 4, 2016, pp. 1081-1087. [BibTex | .pdf]

Semi-supervised learning

2015

CVETKOVIĆ, Božidara, KALUŽA, Boštjan, LUŠTREK, Mitja, GAMS, Matjaž. Adapting Activity Recognition to a Person with Multi-Classifier Adaptive Training. Journal of Ambient Intelligence and Smart Environments, vol. 7, no. 2, 2015, pp. 171-185. [BibTex | .pdf]

Fall detection

2015

LUŠTREK, Mitja, GJORESKI, Hristijan, GONZÁLES VEGA, Narciso, KOZINA, Simon, CVETKOVIĆ, Božidara, MIRCHEVSKA, Violeta, GAMS, Matjaž. Fall detection using location sensors and accelerometers. IEEE pervasive computing, vol. 14, no. 4, 2015, pp. 72-79. [BibTex ]

Smart home

2014

ZUPANČIČ, Domen, CVETKOVIĆ, Božidara. Smart-home energy management in the context of occupantsʼ activity. Informatica, vol. 38, no. 3, pp. 171-180. [BibTex | .pdf]

Multi-agent systems

2014

KALUŽA, Boštjan, CVETKOVIĆ, Božidara, DOVGAN, Erik, GJORESKI, Hristijan, MIRCHEVSKA, Violeta, GAMS, Matjaž, LUŠTREK, Mitja. A Multiagent care system to support independent living. International journal on artificial intelligence tools, vol. 23, no. 1, 2014. [BibTex | .pdf]

Activity Monitoring

2013

SOLAR, Héctor, FERNÁNDEZ, Erik, TARTARISCO, Gennaro, PIOGGIA, Giovanni, CVETKOVIĆ, Božidara, KOZINA, Simon, LUŠTREK, Mitja, LAMPE, Jure. A non invasive, wearable sensor platform for multi-parametric remote monitoring in CHF patients. Health and technology, vol. 3, no. 2, pp. 99-109, 2013. [BibTex | .pdf] 

Selected lectures

AI in mHealth

Microsoft

CVETKOVIĆ Božidara. Artificial Intelligence in Mobile Health.  22nd Microsoft NT Conference 2017, 15-17.5.2017 Portorož, Slovenia. [.pdf]

Selected conference papers

Activity and mental stress

2017

CVETKOVIĆ Božidara, GJORESKI Martin, ŠORN Jure, MASLOV Pavel, LUŠTREK MITJA. Monitoring Physical Activity and Mental Stress using Wrist-worn Device and a Smartphone. Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2017. [link]

Smart Office

2017

CVETKOVIĆ Božidara, GJORESKI Martin, ŠORN Jure, FREŠER Martin, BOGDANSKI Maciej, JACKOWSKA, Katarzyna, KOSIEDOWSKI Michal, STROINSKI Aleksander, LUŠTREK MITJA. Management of Physical, Mental and Environmental Stress at the Workplace. 2017 International Conference on Intelligent Environments (IE), Seoul, 2017, pp. 76-83. [link]

Activity and mental stress

2017

CVETKOVIĆ Božidara, GJORESKI Martin, ŠORN Jure, MASLOV Pavel, KOSIEDOWSKI Michal, BOGDANSKI Maciej, STROINSKI Aleksander, LUŠTREK MITJA. Real-time Physical Activity and Mental Stress Management with a Wristband and a Smartphone.  In Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers (UbiComp '17), ACM, New York, NY, USA, 225-228. [link]

Prediction models

2016

FREŠER Martin, CVETKOVIĆ, Božidara, GRADIŠEK Anton, LUŠTREK, Mitja. Anticipatory system for T-H-C dynamics in room with real and virtual sensors. ACM UbiComp 2016 Workshop on Smarticipation, September 2016, Heidelberg, Germany, pp. 1267-1274.

Smart-home system

2016

FREŠER Martin, CVETKOVIĆ, Božidara, GRADIŠEK Anton, LUŠTREK, Mitja. An intelligent system to improve T-H-C parameters at the workplace. Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct, September 2016, Heidelberg, Germany, pp. 61-64.

Prediction models

2016

CVETKOVIĆ, Božidara, Anton Gradišek, Urška Pangerc, LUŠTREK, Mitja. Monitoring patients with diabetes using wearable sensors: Predicting glycaemias using ECG and respiration rate. ECAI Workshop on Artificial Intelligence for Diabetes, 30 August 2016, The Hague, Holland, pp. 18-21 .

Activity monitoring

2015

CVETKOVIĆ, Božidara, JANKO, Vito, LUŠTREK, Mitja. Demo abstract: Activity recognition and human energy expenditure estimation with a smartphone.  2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops)., 2015, pp. 193 - 195. [BibTex | .pdf]

Decision supprot system

2014

CAVERO BARCA, Carlos, RODRÍGUEZ, Juan Mario, PADDU, Paolo Emilio, LUŠTREK, Mitja, CVETKOVIĆ, Božidara, BORDONE, Maurizio, SOUDAH, Eduardo, MORENO, Aitor, PEÑA, Pedro de la, RUGNONE, Alberto. Advanced Medical Expert Support Tool (A-MEST) : EHR-based Integration of multiple risk assessment solutions for congestive heart failure patients. In: MEDICON 2013, IFMBE proceedings, Springer, pp. 1334-1337 (2014).

Recommendation system

2013

CVETKOVIĆ, Božidara, KALUŽA, Boštjan, GJORESKI, Hristijan, LUŠTREK, Mitja. Hybrid recommender system for personalized POI selection. In: IS 2014, pp. 19-22 2014. [.pdf]

Decision supprot system

2012

LUŠTREK, Mitja, CVETKOVIĆ, Božidara, BORDONE, Maurizio, SOUDAH, Eduardo, CAVERO BARCA, Carlos, RODRÍGUEZ, Juan Mario, MORENO, Aitor, BRASAOLA, Alexander, PUDDU, Paolo Emilio. Supporting clinical professionals in decision - making for patients with chronical diseases. In: 15th International Multiconference Information Society - IS 2012, Ljubljana, pp. 126-129 (2012). [BibTex | .pdf]

Risk assesment

2012

CVETKOVIĆ, Božidara, LUŠTREK, Mitja. Risk assessment using local outlier factor algorithm. In: 4th Jožef Stefan International Postgraduate School Students Conference, Ljubljana, Slovenija. pp. 113-118 (2012). [BibTex | .pdf | .poster]

Semi-supervised learning

2012

CVETKOVIĆ, Božidara, KALUŽA, Boštjan, LUŠTREK, Mitja, GAMS, Matjaž. Multi-classifier adaptive training: specialising an activity recognition classifier using semi-supervised learning. Lect. notes comput. sci., vol. 7683, pp. 193-207 (2012). [BibTex | .pdf]

Activity monitoring

2012

LUŠTREK, Mitja, CVETKOVIĆ, Božidara, KOZINA, Simon. Energy expenditure estimation with wearable accelerometers. In: 2012 IEEE International Symposium on Circuits and Systems, Seoul, Korea. ISCAS 2012. Danvers: Institute of Electrical and Electronics Engineers, pp. 5-8 (2012). [BibTex | .pdf]

Activity monitoring

2012

LUŠTREK, Mitja, KALUŽA, Boštjan, CVETKOVIĆ, Božidara, DOVGAN, Erik, GJORESKI, Hristijan, MIRCHEVSKA, Violeta, GAMS, Matjaž. Confidence: Ubiquitous Care System to Support Independent Living. European Conference on Artificial Intelligence 2012, pp.1013-1014 (2012). [BibTex | .pdf | .poster]

Fall detection

2011

LUŠTREK, Mitja, GJORESKI, Hristijan, KOZINA, Simon, CVETKOVIĆ, Božidara, MIRČEVSKA, Violeta, GAMS, Matjaž. Detecting falls with location sensors and accelerometers. In: Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence and the Twenty-Third Innovative Applications of Artificial Intelligence, San Francisco, California, USA. Menlo Park: AAAI Press, cop. 2011, pp. 1662-1667 (2011). [BibTex | .pdf]

Selected Book chapters

Activity monitoring

2013

MAZOMENOS, Evangelos, CVETKOVIĆ, Božidara, KOZINA, Simon, GJORESKI, Hristijan, LUŠTREK, Mitja, LAMPE, Jure, MARINČIČ, Domen, et al. Case Studies. System design for remote healthcare. Springer, pp. 277-332 (2013). [BibTex | link]

Thesis

BSc Thesis

2008

CVETKOVIĆ, Božidara. Analiza možnosti realizacije primitivnih računalniških struktur na osnovi DNK gradnikov = [Feasibility analysis of realization of primitive computer structures based on DNA assembly elements] : thesis. Ljubljana: [B. Cvetković], 2008.