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Blaž Kažič

Osebna bibliografija za obdobje 2013-2021

2013

1. KAŽIČ, Blaž. Lokalizacija robota z verjetnostnimi metodami : diplomsko delo univerzitetnega študija. Ljubljana: [B. Kažič], 2013. V, 40 str., ilustr. [COBISS.SI-ID 10209108]
2. BRADEŠKO, Luka, KAŽIČ, Blaž, MLADENIĆ, Dunja, MORAUS, Aleksandra, COSTA, Ruben, NATRAJ, Shailendra, RAHMAN, Hasibur, FORCOLIN, Margherita. MobiS Real-time mobility network complex space modelling methods. Ljubljana: Institut Jožef Stefan, 2013. 45 str., ilustr. Mobis deliverbale D3.2, WP3 Modelling and prediction. [COBISS.SI-ID 32895527]
3. KAŽIČ, Blaž, RUPNIK, Jan. Sensor-based single-user activity recognition. V: GAMS, Matjaž (ur.), et al. Zbornik 16. mednarodne multikonference Informacijska družba - IS 2013, 7.-11. oktober 2013 [Ljubljana, Slovenija] : zvezek A = Proceedings of the 16th International Multiconference Information Society - IS 2013, October 7th-11th, 2013, Ljubljana, Slovenia : volume A. Ljubljana: Institut Jožef Stefan, 2013. Str. 180-183. [COBISS.SI-ID 27216423]

2014

4. KAŽIČ, Blaž, MLADENIĆ, Dunja, BRADEŠKO, Luka. Complex event detection and prediction in traffic. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Izkopavanje znanja in podatkovna skladišča (SiKDD 2014) : zbornik 17. mednarodne multikonference Informacijska družba - IS 2014, 6. oktober 2014, [Ljubljana, Slovenia] : zvezek E = Data mining and data warehouses (SiKDD 2014) : proceedings of the 17th International Multiconference Information Society - IS 2014, October 6th, 2014, Ljubljana, Slovenia : volume E. Ljubljana: Institut Jožef Stefan, 2014. Str. 18-21. ISBN 978-961-264-075-0. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2014/2014_IS_CP_Volume-E_(SiKDD).pdf. [COBISS.SI-ID 31545383]
5. BRADEŠKO, Luka, KAŽIČ, Blaž, MLADENIĆ, Dunja, MORARU, Alexandra, FORCOLIN, Margherita. MobiS High throughput prediction methods. Ljubljana: Institut Jožef Stefan, 2014. 54 str., ilustr. Mobis, deliverable D3.3, WP3 Modelling and prediction. [COBISS.SI-ID 32895783]
6. GUSTINČIČ, David, ALIČ, Kemal, KAŽIČ, Blaž, KENDA, Klemen, MOHORČIČ, Mihael, SMOLNIKAR, Miha, ŠKRJANC, Maja, ŠVIGELJ, Aleš, et al. Preliminary requirements and architectures for DSO-telecom converged communication networks in dense DEG smart energy grid networks : D2.2.1 deliverable report. 2014. IJS delovno poročilo, 11748. [COBISS.SI-ID 28173607]
7. GUSTINČIČ, David, ALIČ, Kemal, KAŽIČ, Blaž, KENDA, Klemen, MOHORČIČ, Mihael, SMOLNIKAR, Miha, ŠKRJANC, Maja, ŠVIGELJ, Aleš, et al. Preliminary specification of SUNSEED field trial requirements for communication, metering, data collection : D2.2.1 deliverable report. 2014. IJS delovno poročilo, 11749. [COBISS.SI-ID 28173863]
8. FORTUNA, Blaž, RUPNIK, Jan, FORTUNA, Carolina, GROBELNIK, Marko, JOVANOSKI, Viktor, KARLOVČEC, Mario, KAŽIČ, Blaž, KENDA, Klemen, LEBAN, Gregor, NOVLJAN, Jošt, PAPLER, Miha, REI, Luis, SOVDAT, Blaž, STOPAR, Luka, MUHIČ, Andrej. QMiner : data analytics platform for processing streams of structured and unstructuerd data. V: ES4ML, First Workshop on Software Engineering for Machine Learning in conjunction with 28th Annual Conference on Neural Information Processing Systems, NIPS 2014, 13 December 2014, Montreal, Canada. 6 str. [COBISS.SI-ID 29098791]

2015

9. BRADEŠKO, Luka, KAŽIČ, Blaž, MLADENIĆ, Dunja, MORARU, Alexandra, FORCOLIN, Margherita. MobiS complex events forecasting services. Ljubljana: Institut Jožef Stefan, 2015. 31 str., ilustr. Mobis, deliverable D3.4, WP3 modelling and prediction. [COBISS.SI-ID 32896039]
10. BRADEŠKO, Luka, KAŽIČ, Blaž, VITORINO, Ricardo, FORCOLIN, Margherita. MobiS Multi-criteria route prediction services and manuals. Ljubljana: Institut Jožef Stefan, 2015. 39 str., ilustr. Mobis, deliverable D3.5, WP3 modelling and prediction. [COBISS.SI-ID 32896295]
11. KAŽIČ, Blaž, ŠKRJANC, Maja, ŠKRABA, Primož, MLADENIĆ, Dunja, KUHAR, Urban, MEDVED, Anže, ALIČ, Kemal, NOVAK, Roman, ŠVIGELJ, Aleš, JURŠE, Jurij. Pseudo-measurements based on the forecasted smart meter consumption for state-estimation : testbed deployment case study. V: EMENDER 2015 - energy managemENT Data ElaboRation. Ljubljana: Institut Jožef Stefan, 2015. 6 str. http://ct3.ijs.si/wp-content/uploads/2015/06/EMENDER-publications.rar. [COBISS.SI-ID 29358119]
12. KAŽIČ, Blaž, ŠKRJANC, Maja, ŠVIGELJ, Aleš, ALIČ, Kemal, ZHU, Ziming, NISTOR, Silviu, ŠKRABA, Primož, MLADENIĆ, Dunja. Smart grid forecasting algorithms and mechanisms description : deliverable report D4.2.1. 2015. IJS delovno poročilo, 12108. [COBISS.SI-ID 29471015]
13. ŠVIGELJ, Aleš, KAŽIČ, Blaž, ALIČ, Kemal, ŠKRJANC, Maja, KUHAR, Urban. State estimation : the key to distribution anagement system : presented at 1st SUNSEED Workshop on Advanced Control, Communications and Algorithms for the Smart Grid, 25 March 2015, Aalborg, Denmark. [COBISS.SI-ID 28679207]
14. KAŽIČ, Blaž, MLADENIĆ, Dunja, KOŠMERLJ, Aljaž. Traffic flow prediction from loop counter sensor data using machine learning methods. V: VEHITS 2015 : proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems, 20 - 22 May, 2015, Lisbon, Portugal. Str. 119-127. ISBN 978-989-758-109-0. [COBISS.SI-ID 28721447]

2016

15. GUSTINČIČ, David, MIŠOVIĆ, Božo, SERNEC, Radovan, STROPNIK, Milovan, ŽBONTAR, Saša, LOVRENČIČ, Tomaž, JURŠE, Jurij, OŽBOLT, Branko, SKRT, Gregor, HRIBAR, Žiga, MILIČIĆ, Bojan, ZRNEC, Janez, ALIČ, Kemal, KAŽIČ, Blaž, SMOLNIKAR, Miha, ŠKRJANC, Maja, ŠVIGELJ, Aleš, JORGUŠESKI, Ljupčo, et al. Requirements and architectures for DSO-telecom converged communication networks in dense DEG smart energy grid networks : delivery report D2.1.2. 2016. IJS delovno poročilo, 12182. [COBISS.SI-ID 29813543]
16. KENDA, Klemen, KAŽIČ, Blaž, ALIČ, Kemal, ŠVIGELJ, Aleš, ZIDAR, Peter, JURŠE, Jurij. Smart grid forecasting algorithms and mechanisms prototype : prototype : delivery number D4.2.2. 2016. IJS delovno poročilo, 12184. [COBISS.SI-ID 29814823]
17. KAŽIČ, Blaž, ŠKRJANC, Maja, ŠKRABA, Primož, KENDA, Klemen, MLADENIĆ, Dunja, KUHAR, Urban, ALIČ, Kemal, NOVAK, Roman, ŠVIGELJ, Aleš, JURŠE, Jurij. Smart meter consumption prediction for the distributin grid observability analysis : presented at Workshop on Smart grid Observability and Control, 8 March 2016, The Hague, The Netherlands. 2016. [COBISS.SI-ID 29357607]
18. SENOŽETNIK, Matej, BRADEŠKO, Luka, KAŽIČ, Blaž, MLADENIĆ, Dunja, ŠUBIC, Tine. Spatio-temporal clustering methods : Slovene media case study. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Izkopavanje znanja in podatkovna skladišča (SiKDD) : zbornik 19. mednarodne multikonference Informacijska družba - IS 2016, 10. oktober 2016, [Ljubljana, Slovenija] : zvezek D = Data mining and data warehouses (SiKDD) : proceedings of the 19th International Multiconference Information Society - IS 2016, 10 October 2016, Ljubljana, Slovenia : volume D. Ljubljana: Institut Jožef Stefan, 2016. Str. 33-36. ISBN 978-961-264-100-9. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2016/IS2016_Volume_D%20-%20SiKDD.pdf. [COBISS.SI-ID 29878567]

2017

19. SUŠNIK, Rudolf, NIELSEN, Jimmy, JURŠE, Jurij, ŠVIGELJ, Aleš, KUHAR, Urban, KENDA, Klemen, KAŽIČ, Blaž, JORGUŠESKI, Ljupčo, NISTOR, Silviu, et al. Field trial measurement reports : D5.3 deliverable report. 2014. IJS delovno poročilo, 12366. [COBISS.SI-ID 30612263]
20. KAŽIČ, Blaž, RUPNIK, Jan, ŠKRABA, Primož, BRADEŠKO, Luka, MLADENIĆ, Dunja. Predicting users' mobility using Monte Carlo simulations. IEEE access. 2017, vol. 5, str. 27400-27420. ISSN 2169-3536. DOI: 10.1109/ACCESS.2017.2768125. [COBISS.SI-ID 30967335]

2018

21. KENDA, Klemen, KAŽIČ, Blaž, ČERIN, Matej, KOPRIVEC, Filip, BOGATAJ, Mark, MLADENIĆ, Dunja, FOURNIER, Hugo, VIELLEVILLE, François de. Heterogeneous data preprocessing for stream mining. Ljubljana: Institut Jožef Stefan, 2018. 47 str., ilustr. PerceptiveSentinel, deliverable D4.4, WP4. [COBISS.SI-ID 27508227]
22. KAŽIČ, Blaž, KENDA, Klemen, MLADENIĆ, Dunja, KUHAR, Urban, ŠVIGELJ, Aleš. Load forecasting for smart electricity distribution in Sunseed project : presented at 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 19-23 August 2018, London, UK. [COBISS.SI-ID 31695399]
23. KAŽIČ, Blaž, KENDA, Klemen, MLADENIĆ, Dunja. Load forecasting for smart electricity distribution in SUNSEED project. V: KDD 2018 : Project Showcase Track : August 22, 2018, London, United Kingdom. London: [s. n.], 2018. 3 str. https://www.kdd.org/kdd2018/files/project-showcase/KDD18_paper_1803.pdf. [COBISS.SI-ID 28975619]
24. KENDA, Klemen, KAŽIČ, Blaž, ČERIN, Matej, KOPRIVEC, Filip, BOGATAJ, Mark, MLADENIĆ, Dunja. Stream learning baseline document. Ljubljana: Institut Jožef Stefan, 2018. 53 str., ilustr. PerceptiveSentinel, deliverable D4.1, WP4. [COBISS.SI-ID 27503619]

2019

25. KENDA, Klemen, SENOŽETNIK, Matej, MLADENIĆ, Dunja, KOPRIVEC, Filip, KAŽIČ, Blaž, NOVAK, Erik, ČERIN, Matej, BOGATAJ, Mark, POLAJNAR, Anja. Data analytics algorithms and tools. Deliverable 4.2, Water4Cities. Ljubljana: Institut Jožef Stefan, 2019. 30 str. Project H2020 - Water4Cities - holistic surface water and groundwater management for sustainable, 734409. [COBISS.SI-ID 26026499]
26. KENDA, Klemen, KAŽIČ, Blaž, NOVAK, Erik, MLADENIĆ, Dunja. Streaming data fusion for the internet of things. Sensors. 2019, vol. 19, no. 8, 1955-1-1955-27. ISSN 1424-8220. DOI: 10.3390/s19081955. [COBISS.SI-ID 32326183]

2020

27. KAŽIČ, Blaž. Predicting the dynamics of spatio-temporal systems based on heterogeneous data sources : doctoral dissertation = Napovedovanje dinamike prostorsko-časovnih sistemov na podlagi heterogenih podatkovnih virov : doktorska disertacija. Ljubljana: [B. Kažič], 2020. XXV, 105 str., ilustr. [COBISS.SI-ID 84772099]

2021

28. ROŽANEC, Jože Martin, KAŽIČ, Blaž, ŠKRJANC, Maja, FORTUNA, Blaž, MLADENIĆ, Dunja. Automotive OEM demand forecasting : a comparative study of forecasting algorithms and strategies. Applied sciences. 2021, vol. 11, no. 15, str. 6787-1-6787-19. ISSN 2076-3417. DOI: 10.3390/app11156787. [COBISS.SI-ID 85590019]
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