Jaka Demšar

1. DEMŠAR, Jaka. Razlaga napovednih modelov in posameznih napovedi pri inkrementalnem učenju : diplomsko delo. Ljubljana: [J. Demšar], 2012. 86 str., ilustr. http://eprints.fri.uni-lj.si/1841/, Repository of the University of Ljubljana – RUL . [COBISS.SI-ID 9488212]

2. BOSNIĆ, Zoran, DEMŠAR, Jaka, KEŠPRET, Grega, RODRIGUES, Pedro Pereira, GAMA, João, KONONENKO, Igor. Enhancing data stream predictions with reliability estimators and explanation. Engineering applications of artificial intelligence. [Print ed.]. 2014, vol. 34, str. 178-192, ilustr. ISSN 0952-1976. http://ac.els-cdn.com/S0952197614001237/1-s2.0-S0952197614001237-main.pdf?_tid=f85d03b2-00f9-11e4-a03c-00000aab0f01&acdnat=1404203614_5aee9b4f8b452ea3607a51a92952cfcf, DOI: 10.1016/j.engappai.2014.06.001. [COBISS.SI-ID 10647636]

3. DEMŠAR, Jaka, BOSNIĆ, Zoran, KONONENKO, Igor. Visualization and concept drift detection using explanations of incremental models. Informatica : an international journal of computing and informatics. [Tiskana izd.]. Dec. 2014, vol. 38, no. 4, str. 321-327, graf. prikazi. ISSN 0350-5596. http://www.informatica.si/PDF/38-4/12_Demsar%20-%20Visualization%20and%20concept%20drift%20detection%20using%20explanations%20of%20incremental%20models.pdf, http://www.dlib.si/details/URN:NBN:SI:doc-0W4OTCJW. [COBISS.SI-ID 1536139715]

4. DEMŠAR, Jaka, BOSNIĆ, Zoran, KONONENKO, Igor. Visualization of explanations of incremental models. In: PILTAVER, Rok (ed.), GAMS, Matjaž (ed.). Inteligentni sistemi : zbornik 17. mednarodne multikonference - IS 2014, 7-8 oktober 2014, Ljubljana, Slovenija : zvezek A = Intelligent systems : proceedings of the 17th International Multiconference Information Society - IS 2014, October 7th-8th, 2014, Ljubljana, Slovenia : volume A. Ljubljana: Institut Jožef Stefan, 2014. Str. 18-21, graf. prikazi. ISBN 978-961-264-071-2. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2014/2014_IS_CP_Volume-A_%28IS%29.pdf. [COBISS.SI-ID 10804564]

5. DEMŠAR, Jaka. Detecting concept drift in data streams : master's thesis. Ljubljana: [J. Demšar], 2016. XX, 161 str., ilustr. [COBISS.SI-ID 17976665]

6. DEMŠAR, Jaka. Detecting concept drift in data streams : the work was conducted in accordance with Pravilnik o podeljevanju Prešernovih nagrad študentom, under the supervision of Zoran Bosnić, PhD Associate Professor. Ljubljana: [J. Demšar], 2016. XIV, 167 str., ilustr. [COBISS.SI-ID 1537347779]
award: Fakultetna Prešernova nagrada

7. DEMŠAR, Jaka, BOSNIĆ, Zoran. Detecting concept drift in data streams using model explanation. Expert systems with applications. [Print ed.]. Feb. 2018, vol. 92, str. 546-559, graf. prikazi. ISSN 0957-4174. http://www.sciencedirect.com/science/article/pii/S0957417417306772, DOI: 10.1016/j.eswa.2017.10.003. [COBISS.SI-ID 1537603267]

8. TEHOVNIK, Lea. Zgodnje odkrivanje prevar pri menjavi kriptovalut s strojnim učenjem : magistrsko delo. Ljubljana: [L. Tehovnik], 2020. IX, 56 str., ilustr. Repository of the University of Ljubljana – RUL . [COBISS.SI-ID 33726467]