COBISS Kooperativni online bibliografski sistem in servisi COBISS
Inna Novalija
Osebna bibliografija za obdobje 2007-2026
2007
1.
NOVALIJA, Inna. Occupational wage structure and gender inequality in Ukraine : in partial fulfilment
of the requirements for the degree of master of economics. Budapest: [I. Koval], 2007. III, 69 str. [43] str. pril., ilustr. [COBISS.SI-ID
27007271]
2008
2.
NOVALIJA, Inna, MLADENIĆ, Dunja. Extending ontologies for annotating business news.
V: BOHANEC, Marko (ur.), et al. Zbornik 11. mednarodne multikonference Informacijska družba - IS 2008, 13.-17. oktober
2008 : zvezek A = Proceedings of the 11th International Multiconference Information
Society - IS 2008, October 13th-17th, 2008, Ljubljana, Slovenia : volume A. Ljubljana: Institut "Jožef Stefan", 2008. Str. 186-189. Informacijska družba. ISBN
978-961-264-005-7. ISSN 1581-9973. [COBISS.SI-ID 22106151]
2009
3.
NOVALIJA, Inna, MLADENIĆ, Dunja. Semi-automatic ontology extension using text mining.
V: BOHANEC, Marko (ur.), et al. Zbornik 12. mednarodne multikonference Informacijska družba - IS 2009, 12.-16. oktober
2009 : zvezek A = Proceedings of the 12th International Multiconference Information
Society - IS 2009, October 12th-16th, 2009, Ljubljana, Slovenia : volume A. Ljubljana: Institut Jožef Stefan, 2009. Str. 214-217. Informacijska družba. ISBN
978-961-264-010-1. ISSN 1581-9973. [COBISS.SI-ID 23296807]
2010
4.
NOVALIJA, Inna, MLADENIĆ, Dunja. Building a concept shell : ontology population with
facts from WWW. V: BOHANEC, Marko (ur.), et al. Zbornik 13. mednarodne multikonference Informacijska družba - IS 2010, 11.-15. oktober
2010 : zvezek A = Proceedings of the 13th International Multiconference Information
Society - IS 2010, October 11th-15th, 2010, Ljubljana, Slovenia : volume A. Ljubljana: Institut Jožef Stefan, 2010. Str. 165-168. Informacijska družba. ISBN
978-961-264-025-5. ISSN 1581-9973. [COBISS.SI-ID 24046119]
5.
NOVALIJA, Inna, MLADENIĆ, Dunja. Content and structure in the aspect of semi-automatic
ontology extension. V: LUŽAR - STIFFLER, Vesna (ur.), JAREC, Iva (ur.), BEKIĆ, Zoran
(ur.). ITI 2010 : proceedings of the ITI 2010. 32nd International Conference on Information Technology Interfaces, June 21-24,
2010, Cavcat / Dubrovnik, Croatia. Zagreb: SRCE University Computing Centre, cop.
2010. Str. 115-120. ITI ... (Tisak). ISBN 978-953-7138-18-9. ISSN 1330-1012. [COBISS.SI-ID
23981351]
6.
NOVALIJA, Inna, MLADENIĆ, Dunja. Ontology extension towards analysis of business news.
Informatica : an international journal of computing and informatics. [Tiskana izd.]. 2010, vol. 34, no. 4, str. 517-522. ISSN 0350-5596. http://www.dlib.si/details/URN:NBN:SI:doc-AVNWDXYF. [COBISS.SI-ID 24244007]
2011
7.
BRADEŠKO, Luka, DALI, Lorand, FORTUNA, Blaž, GROBELNIK, Marko, MLADENIĆ, Dunja, NOVALIJA,
Inna, PAJNTAR, Boštjan. Contextualized question answering. V: LUŽAR - STIFFLER, Vesna
(ur.), JAREC, Iva (ur.), BEKIĆ, Zoran (ur.). Special issue of the ITI 2010, 32nd International Conference on Information Technology
Interfaces, June 21-24, 2010, Cavcat / Dubrovnik, Croatia. Zagreb: University Computing Centre, 2011. Vol. 18, no. 4, str. 325-332. CIT, vol.
18, no. 4, 2011. ISSN 1330-1136. [COBISS.SI-ID 23981095]
8.
NOVALIJA, Inna. Ontology extension using text mining for news analysis : doctoral dissertation = Razširitev
ontologije z uporabo metod analize podatkov za analizo novic : doktorska disertacija. Ljubljana: [I. Novalija], 2011. XVI, 118 str., ilustr., tabele. [COBISS.SI-ID 258503936]
9.
NOVALIJA, Inna, MLADENIĆ, Dunja, BRADEŠKO, Luka. OntoPlus : text-driven ontology extension
using ontology content, structure and co-occurrence information. Knowledge-based systems. [Print ed.]. 2011, vol. 24, no. 8, str. 1261-1276. ISSN 0950-7051. DOI: 10.1016/j.knosys.2011.06.002. [COBISS.SI-ID 25127463]
10.
BOJADŽIEV, Damjan. OntoPlus Demo - methodology for ontology extension. 2011. http://youtu.be/9h9iZYGQ9P4. [COBISS.SI-ID 26310695]
11.
JERMOL, Mitja, NOVALIJA, Inna. Training program, training content, training courses, self-learning modules : final
training content set. [S. l.: s. n.], 2011. Active - knowledge-powered enterprise, FP7-ICT-2007-1. http://www.active-project.eu/fileadmin/public_documents/D12.3.2.pdf. [COBISS.SI-ID 27011111]
2012
12.
ŠTAJNER, Tadej, NOVALIJA, Inna. Diversity through social media. V: FENSEL, Dieter
(ur.), KETT, Holger (ur.), GROBELNIK, Marko (ur.). Common value management. 1st International Workshop on Common Value Management CVM2012, and the Extended
Semantic Web Conference 2012 (ESWC2012), May 27-31, 2012, Heraklion, Greece. Stuttgrad:
Fraunhofer Verlag, 2012. Str. 27-37. ISBN 978-3-8396-0411-3. [COBISS.SI-ID 25992999]
13.
LEBAN, Gregor, DALI, Lorand, NOVALIJA, Inna. Enabling semantic search in large open
source communities. V: GARCÍA-CRESPO, Angel (ur.). Joint Proceedings of FEOSW 2012, RED 2012 and SBPM 2012. 1st International Workshop on Finance and Economics on the Semantic Web, 5th International
Workshop on REsource Discovery, 7th International Workshop on Semantic Business Process
Management, May 27-31, 2012, Heraklion, Greec. [S. l.]: CEUR-WS, 2012. 8 str. CEUR
workshop proceedings, vol. 862. ISSN 1613-0073. http://ceur-ws.org/Vol-862/SBPMp1.pdf. [COBISS.SI-ID 27065639]
14.
ŠTAJNER, Tadej, NOVALIJA, Inna, MLADENIĆ, Dunja. Informal sentiment analysis in multiple
domains for English and Spanish. V: BOHANEC, Marko (ur.), et al. Zbornik 15. mednarodne multikonference Informacijska družba - IS 2012, 8.-12. oktober
2012, Ljubljana, Slovenia : zvezek A = Proceedings of the 15th International Multiconference
Information Society - IS 2012, October 8th-12th, 2012, [Ljubljana, Slovenia] : volume
A. Ljubljana: Institut Jožef Stefan, 2012. Zv. a, str. 217-220. Informacijska družba.
ISBN 978-961-264-046-0. ISSN 1581-9973. [COBISS.SI-ID 26249255]
15.
NOVALIJA, Inna, GROBELNIK, Marko. NARRATOR : system for report generation in natural
language. V: BOHANEC, Marko (ur.), et al. Zbornik 15. mednarodne multikonference Informacijska družba - IS 2012, 8.-12. oktober
2012, Ljubljana, Slovenia : zvezek A = Proceedings of the 15th International Multiconference
Information Society - IS 2012, October 8th-12th, 2012, [Ljubljana, Slovenia] : volume
A. Ljubljana: Institut Jožef Stefan, 2012. Zv. a, str. 189-192. Informacijska družba.
ISBN 978-961-264-046-0. ISSN 1581-9973. [COBISS.SI-ID 26246695]
2013
16.
NOVALIJA, Inna, LEBAN, Gregor. Applying NLP for building domain ontology : fashion
collection. 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. 147-150. [COBISS.SI-ID 27214375]
17.
NOVALIJA, Inna, MLADENIĆ, Dunja. Applying semantic technology to business news analysis.
Applied artificial intelligence. 2013, vol. 27, no. 6, str. 520-550. ISSN 0883-9514. DOI: 10.1080/08839514.2013.805600. [COBISS.SI-ID 26855719]
18.
ŠTAJNER, Tadej, NOVALIJA, Inna, MLADENIĆ, Dunja. Informal multilingual multi-domain
sentiment analysis. Informatica : an international journal of computing and informatics. [Tiskana izd.]. dec. 2013, vol. 37, no. 4, str. 373-380. ISSN 0350-5596. http://www.dlib.si/details/URN:NBN:SI:doc-MT03V7DT. [COBISS.SI-ID 27492647]
2014
19.
NOVALIJA, Inna, ŠKRBEC, Jasna, KENDA, Klemen (avtor, recenzent), ŠKRJANC, Maja, GROBELNIK,
Marko (avtor, recenzent). Semantic enrichment prototype : Deliverable D3. 2 : NRG4CAST. [S. l.: s. n.], 2014. 1 USB-kljkuč (1 datoteka PDF (20 str.)), ilustr. [COBISS.SI-ID
229408515]
20.
NOVALIJA, Inna, PAPLER, Miha, MLADENIĆ, Dunja. Towards social media mining : twitterobservatory.
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. 26-29. ISBN 978-961-264-075-0. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2014/2014_IS_CP_Volume-E_(SiKDD).pdf. [COBISS.SI-ID 31545895]
2015
21.
REI, Luis, KARLOVEC, M., LEBAN, Gregor, MLADENIĆ, Dunja, GROBELNIK, Marko, PITA COSTA,
João, NOVALIJA, Inna, PAPLER, Miha. Early version of Social media based policy indicators. Ljubljana: Institut Jožef Stefan, 2015. 30 str., ilustr. SYMPHONY, output/deliverable
2.2. [COBISS.SI-ID 29734951]
22.
PHETHEAN, Christopher, SIMPERL, Elena, BEESTON, Gareth, MATSKIN, Mihhal, ALI, Syed,
MUKALA, Patrick, NOVALIJA, Inna, VOSS, Angelika. EDSA D2.1 data science. Curricula 1. Ljubljana: Institut Jožef Stefan, 2015. 37 str., ilustr. [COBISS.SI-ID 31369255]
23.
PITA COSTA, João, PAOLOTTI, Daniela, FUART, Flavio, ŠKRABA, Primož, BELAYEVA, Evgenia,
NOVALIJA, Inna. Supporting epidemic intelligence, personalised and public health with
advanced computational methods. V: GAMS, Matjaž (ur.), PIRTOŠEK, Zvezdan (ur.), TROBEC,
Roman (ur.). SPS delavnica EM-zdravje : zbornik 18. mednarodne multikonference Informacijska družba
- IS 2015, 9. in 12. oktober 2015, [Ljubljana, Slovenia] : zvezek G = SPS EM-health
workshop : proceedings of the 18th International Multiconference Information Society
- IS 2015, October 9th and 12h, 2015, Ljubljana, Slovenia : volume G. 18. Mednarodna multikonferenca Informacijska družba - IS 2015, Ljubljana, 6. oktober
2015. Ljubljana: Institut Jožef Stefan, 2015. Str. 93-96. ISBN 978-961-264-087-3.
http://library.ijs.si/Stacks/Proceedings/InformationSociety/2015/IS2015_Volume_G%20-%20Delavnica%20EMZ.pdf. [COBISS.SI-ID 28965415]
2016
24.
MIKROYANNIDIS, Alexander, PHETHEAN, Christopher, NOVALIJA, Inna, VOSS, Angelika, BARDELI,
Rolf, MATSKIN, Mihhal, JARADAT, Shatha, SYED, Ali, MUKALA, Patrick. EDSA D2.4 Learning resources 1. Ljubljana: Institut Jožef Stefan, 2016. 28 str., ilustr. [COBISS.SI-ID 31369511]
25.
DADZIE, A.-S. Dadzie, NOVALIJA, Inna, NOVAK, Erik, BROCHENIN, Rémi, BUIJS, Joos, MIKROYANNIDIS,
Alexander. EDSA D3.3 report on the evaluation of course content and delivery 1. Ljubljana: Institut Jožef Stefan, 2016. 71 str., ilustr. [COBISS.SI-ID 31369767]
26.
LIÉVIN, Jean-Louis, SCERRI, Simon, VOSS, Angelika, SYED, Ali, NOVAK, Erik, NOVALIJA,
Inna. EDSA D5.3 preliminary individual, joint and external exploitation plans. Ljubljana: Institut Jožef Stefan, 2016. 29 str., ilustr. [COBISS.SI-ID 31374375]
27.
NOVALIJA, Inna, NOVAK, Erik, BROCHENIN, Rémi, BUIJS, Joos, MIKROYANNIDIS, Alexander,
DADZIE, A.-S. Dadzie (urednik). European data science academy. D3.3, Report on the evaluation of course content and
delivery 1. Vers. 1.0. [S. l.: s. n.], 2016. 1 USB-ključ (1 datoteka PDF (71 str.)), ilustr.
[COBISS.SI-ID 236466179]
28.
SCERRI, Simon, VOSS, Angi, NOVAK, Erik, NOVALIJA, Inna, BUIJS, Joos, MIKROYANNIDIS,
Alexander, BROCHENIN, Rémi, et al., LIÉVIN, Jean-Louis (urednik). European data science academy. D5.3, Preliminary individual, joint and external exploitation
plans. Ver. 1.0. [S. l.: s. n.], 2016. 1 USB-ključ (1 datoteka PDF (29 str.)), ilustr.
[COBISS.SI-ID 236470531]
29.
NOVAK, Erik, NOVALIJA, Inna. Visual and statistical analysis of VideoLectures.NET.
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. 29-32. ISBN 978-961-264-100-9. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2016/IS2016_Volume_D%20-%20SiKDD.pdf. [COBISS.SI-ID 29878311]
2017
30.
NOVAK, Erik, NOVALIJA, Inna. Connecting professional skill demand with supply. https://is.ijs.si/archive/proceedings/2017/files/Zbornik%20-%20C.pdf. [COBISS.SI-ID 30870567]
31.
MIKROYANNIDIS, Alexander, VACHER, Emily, TARRANT, David, GOODMAN, Ryan, BULLMORE,
Simon, FRYER, Huw, VOSS, Angelika, BROCHENIN, Rémi, NOVALIJA, Inna. EDSA D2.5 learning resources 2. Ljubljana: Institut Jožef Stefan, 2017. 27 str., ilustr. [COBISS.SI-ID 31374631]
32.
LIÉVIN, Jean-Louis, SCERRI, Simon, VOSS, Angelika, SYED, Ali, NOVAK, Erik, NOVALIJA,
Inna. EDSA D5.8 individual, joint and external exploitation plans. Ljubljana: Institut Jožef Stefan, 2017. 28 str., ilustr. [COBISS.SI-ID 31381287]
33.
ELVESATER, Brian, RIHTER, Matjaž, BUIJS, Joos, NOVALIJA, Inna, et al. EUBUSINESSGRAPH deliverable D3.2. 2 : euBusinessGraph marketplace and services v1. Ljubljana: Institut Jožef Stefan, 2017. 73 str., ilustr. [COBISS.SI-ID 31382055]
34.
NOVALIJA, Inna, GROBELNIK, Marko. Services concerning ethical, communicational, skills issues and methodological cooperation
related to the use of big data in european statistics. Task 4, Development of a training
strategy to bridge the big data skills gap in European official statistics. Deliverable
D.4.4. Ljubljana: Institut Jožef Stefan, 2017. 52 str., ilustr. [COBISS.SI-ID 31394855]
35.
NOVALIJA, Inna, GROBELNIK, Marko. Services concerning ethical, communicational, skills issues and methodological cooperation
related to the use of big data in european statistics. Task 4, Development of a training
strategy to bridge the big data skills gap in European official statistics. Deliverable
D.4.5. Ljubljana: Institut Jožef Stefan, 2017. 25 str., ilustr. [COBISS.SI-ID 31395623]
36.
NOVALIJA, Inna, GROBELNIK, Marko. Services concerning ethical, communicational, skills issues and methodological cooperation
related to the use of big data in european statistics. Task 4, Development of a training
strategy to bridge the big data skills gap in European official statistics. Deliverable
D.4. Ljubljana: Institut Jožef Stefan, 2017. 145 str., ilustr. [COBISS.SI-ID 31395879]
37.
NOVALIJA, Inna, GROBELNIK, Marko. Services concerning ethical, communicational, skills issues and methodological cooperation
related to the use of big data in european statistics. Task 4, Development of a training
strategy to bridge the big data skills gap in European official statistics. Deliverable
D.4. Ljubljana: Institut Jožef Stefan, 2017. 145 str., ilustr. [COBISS.SI-ID 31396135]
38.
GROBELNIK, Marko, NOVALIJA, Inna. Services concerning ethical, communicational, skills issues and methodological cooperation
related to the use of big data in european statistics. Task 4, Development of a training
strategy to bridge the big data skills gap in European official statistics. Deliverable
D.4.1. Ljubljana: Institut Jožef Stefan, 2017. 69 str., ilustr. [COBISS.SI-ID 31395111]
39.
NOVALIJA, Inna. Smart learning with european data science academy : predavanje 15.
dec., 2017. VideoLectures.net : exchange ideas & share knowledge. http://videolectures.net/oercongress2017_novalija_data_science/?q=inna%20novalija. [COBISS.SI-ID 31396391]
2018
40.
DADZIE, A.-S. Dadzie, NOVALIJA, Inna, BUIJS, Joos. DSA D3.5 report on the evaluation of course content and delivery. 2. Ljubljana: Institut Jožef Stefan, 2018. 43 str., ilustr. [COBISS.SI-ID 31381799]
41.
MIKROYANNIDIS, Alexander, NOVALIJA, Inna, NOVAK, Erik, SCERRI, Simon, COLLARANA VARGAS,
Diego. EDSA D1.5 demand and supply analysis report. Ljubljana: Institut Jožef Stefan, 2018. 21 str., ilustr. [COBISS.SI-ID 31381543]
42.
ELVESATER, Brian, ZERNICHOW, Bjorn Marius von, ROMAN, Dimitru, PALMONARI, Matteo,
CUTRONA, Vincenzo, DE PAOLI, Flavio, YANKOVA, Milena, RIHTAR, Matjaž, NOVALIJA, Inna,
JENKO, Miha. EUBUSINESSGRAPH deliverable D3.3. 2 : requirements analysis, architecture and API
Specification for the euBusinessgraph marketplace. v2. Ljubljana: Institut Jožef Stefan, 2018. 76 str., ilustr. [COBISS.SI-ID 31385895]
43.
NOVALIJA, Inna, NOVAK, Erik, SCERRI, Simon, COLLARANA VARGAS, Diego, MIKROYANNIDIS,
Alexander (urednik). European data science academy. D1.5, Demand and supply analysis report. Ver. 1.0. [S. l.: s. n.], 2018. 1 USB-ključ (1 datoteka PDF (21 str.)), ilustr.
[COBISS.SI-ID 236463107]
44.
MASSRI, Besher M., NOVALIJA, Inna, GROBELNIK, Marko. Relation Tracker - tracking the
main entities and their relations through time. V: MLADENIĆ, Dunja (ur.), GROBELNIK,
Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD : zbornik 21. mednarodne multikonference
Informacijska družba - IS 2018, 8. in 12. oktober 2018, Ljubljana, Slovenia : zvezek
C = Data mining and data warehouses - SiKDD : proceedings of the 21st International
Multiconference Information Society - IS 2018, October 8-12, 2018, [Ljubljana, Slovenia]
: volume C. Ljubljana: Institut "Jožef Stefan", 2018. Str. 13-16. Informacijska družba. ISBN
978-961-264-137-5. ISSN 2630-371X. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2019/IS2019_Volume_C%20-%20SiKDD.pdf. [COBISS.SI-ID 31885863]
45.
NOVALIJA, Inna, GROBELNIK, Marko, GIANNAKOURIS, Konstantinos. Report on the design and definition of the PoC Smart Labour Market Statistics with
reference to operational and technical requirements - D1.2.1. POC 1, Smart mobility
statistics. 1. izd. [S. l.]: Sogeti, 2018. 15 str. Smart statistics, service contract N2017.0801.
[COBISS.SI-ID 31961127]
46.
GROBELNIK, Marko, NOVALIJA, Inna, GIANNAKOURIS, Konstantinos. Report on the design and definition of the PoC Smart Labour Market Statistics with
reference to operational and technical requirements - D1.2.3. POC 3, Smart labour
market statistics. 1. izd. [S. l.]: Sogeti, 2018. 15 str. Smart statistics, service contract N2017.0801.
[COBISS.SI-ID 31960871]
47.
NOVALIJA, Inna, GROBELNIK, Marko, GIANNAKOURIS, Konstantinos. Report on the design and definition of the PoC Smart Mobility Statistics with reference
to operational and technical requirements - D1.2.1. POC 1, Smart mobility statistics. 1. izd. [S. l.]: Sogeti, 2018. 15 str. Smart statistics, service contract N2017.0801.
[COBISS.SI-ID 31961383]
48.
DADZIE, A.-S. Dadzie, SIBARANI, E. M., NOVALIJA, Inna, SCERRI, Simon. Structuring
visual exploratory analysis of skill demand. Journal of web semantics. 2018, vol. 49, str. 51-70. ISSN 1570-8268. DOI: 10.1016/j.websem.2017.12.004. [COBISS.SI-ID 31109671]
49.
NOVALIJA, Inna, GROBELNIK, Marko. Towards smart statistics in labour market domain.
V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD : zbornik 21. mednarodne multikonference
Informacijska družba - IS 2018, 8. in 12. oktober 2018, Ljubljana, Slovenia : zvezek
C = Data mining and data warehouses - SiKDD : proceedings of the 21st International
Multiconference Information Society - IS 2018, October 8-12, 2018, [Ljubljana, Slovenia]
: volume C. Ljubljana: Institut "Jožef Stefan", 2018. Str. 9-12. Informacijska družba. ISBN
978-961-264-137-5. ISSN 2630-371X. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2019/IS2019_Volume_C%20-%20SiKDD.pdf. [COBISS.SI-ID 31885607]
2019
50.
NOVAK, Erik, URBANČIČ, Živa, KRALJ, Samo, NOVALIJA, Inna. Deliverable D4.2 : eLENS Miner System Design Specification. [S. l.: s. n.], 2019. 1 USB-kljkuč (1 datoteka PDF (30 str.)), ilustr. [COBISS.SI-ID
229315075]
51.
KENDA, Klemen, NOVALIJA, Inna, KRALJ, Samo, NOVAK, Erik, PETERNELJ, Jože, ZOBU, Burcu,
MEYER, Kristin. eLENSMiner System Requirement Specification : Deliverable D4.1. [S. l.: s. n.], 2019. 1 USB-ključ (1 datoteka PDF (36 str.)), ilustr. [COBISS.SI-ID
229266435]
2021
52.
PITA COSTA, João, MASSRI, Besher M., NOVALIJA, Inna, GUČEK, Alenka, NEUMANN, Matej,
ŠTURM, Jan, POSINKOVIĆ, Matej, GROBELNIK, Marko, et al. D5.8: Predictive AI analytics for consumer confidence : NAIADES : a holistic water
ecosystem for digitization of urban water sector. [S. l.: s. n.], 2021. 1 USB-ključ, ilustr. [COBISS.SI-ID 176921603]
53.
ZAJEC, Patrik, ROŽANEC, Jože Martin, TRAJKOVA, Elena, NOVALIJA, Inna, KENDA, Klemen,
FORTUNA, Blaž, MLADENIĆ, Dunja. Help me learn! Architecture and strategies to combine
recommendations and active learning in manufacturing. Information. 2021, vol. 12, no. 11, str. 473-1- 473-27. ISSN 2078-2489. DOI: 10.3390/info12110473. [COBISS.SI-ID 87582723]
54.
ROŽANEC, Jože Martin, NOVALIJA, Inna, ZAJEC, Patrik, KENDA, Klemen, MLADENIĆ, Dunja.
Knowledge modelling and active learning in manufacturing. V: SOLDATOS, John (ur.),
KYRIAZIS, Dimosthenis (ur.). Trusted artificial intelligence in manufacturing : a review of the emerging wave of
ethical and human centric AI technologies for smart production. Hanover; Delft: Now, cop. 2021. Str. 51-72. ISBN 978-1-68083-876-3. [COBISS.SI-ID
106949379]
55.
PITA COSTA, João, REI, Luis, STOPAR, Luka, GROBELNIK, Marko, MLADENIĆ, Dunja, NOVALIJA,
Inna, et al. NewsMeSH : a new classifier designed to annotate health news with MeSH
headings. Artificial intelligence in medicine. [Print ed.]. 2021, vol. 114, str. 102053-1-102053-11, graf. prikazi, tabele. ISSN
0933-3657. DOI: 10.1016/j.artmed.2021.102053. [COBISS.SI-ID 55329539]
56.
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Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD = Data Mining and Data Warehouses
- SiKDD : 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 C = volume C. Ljubljana: Institut "Jožef Stefan", 2021. Str. 5-8. Informacijska družba (Online).
ISBN 978-961-264-218-1. ISSN 2630-371X. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2021/IS2021_Volume_C.pdf. [COBISS.SI-ID 86359555]
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- SiKDD : 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 C = volume C. Ljubljana: Institut "Jožef Stefan", 2021. Str. 49-52. Informacijska družba (Online).
ISBN 978-961-264-218-1. ISSN 2630-371X. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2021/IS2021_Volume_C.pdf. [COBISS.SI-ID 86370051]
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Advances in Information and Communication Technology, 633,. ISBN 978-3-0308-5910-7,
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ZAJEC, Patrik, ROŽANEC, Jože Martin, KENDA, Klemen, NOVALIJA, Inna, ALONSO, Rubén.
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BERRE, Arne J., TSALGATIDOU, Aphrodite, FRANCALANCI, Chiara, IVANOV, Todor, PARIENTE-LOBO,
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PITA COSTA, João, CASALS DEL BUSTO, Ignacio, GUČEK, Alenka, MASSRI, Besher M., NOVALIJA,
Inna, POSINKOVIĆ, Matej, GROBELNIK, Marko. Building a water observatory from open data : presented at IWA World Water Congress
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KOMAROVA, Nadezhda, NOVALIJA, Inna, GROBELNIK, Marko. Emotion recognition in text
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Odkrivanje znanja in podatkovna skladišča - SiKDD = Data Mining and Data Warehouses
- SiKDD : Informacijska družba - IS 2022 = Information Society - IS 2022 : zbornik
25. mednarodne multikonference = proceedings of the 25th International Multiconference
: zvezek C = volume C : 10. oktober 2022, 10 October 2022, Ljubljana, Slovenija. Ljubljana: Institut "Jožef Stefan", 2022. Str. 5-8. Informacijska družba. ISBN 978-961-264-243-3.
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ROŽANEC, Jože Martin, TRAJKOVA, Elena, NOVALIJA, Inna, ZAJEC, Patrik, KENDA, Klemen,
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knowledge fragments. Future internet. May 2022, vol. 14, iss. 5, [article no.] 134, str. 1-13, ilustr. ISSN 1999-5903.
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ROŽANEC, Jože Martin, ZAJEC, Patrik, TRAJKOVA, Elena, ŠIRCELJ, Beno, BRECELJ, Bor,
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MASSRI, Besher M., NOVALIJA, Inna, BRANK, Janez, MLADENIĆ, Dunja, HÜRRIYETOĞLU, Ali.
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= Computational Stylistics Workshop on Emotion and Sentiment Analysis in Literature
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ROŽANEC, Jože Martin, NOVALIJA, Inna, ZAJEC, Patrik, KENDA, Klemen, FORTUNA, Blaž,
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MIKOŠ, Matjaž, BEZAK, Nejc, PITA COSTA, João, MASSRI, Besher M., NOVALIJA, Inna, JERMOL,
Mitja, GROBELNIK, Marko. Natural-Hazard-Related Web Observatory as a Sustainable Development
Tool. V: SASSA, Kyoji (ur.), et al. Progress in Landslide Research and Technology, Volume 1 Issue 1, 2022. 1st ed. 2023. Cham: Springer International Publishing: Imprint: Springer, 2023.
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projekt: P2-0180 Vodarstvo in geotehnika; financer: ARRS
projekt: P2-0180 Vodarstvo in geotehnika; financer: ARRS
72.
TOPAL, Oleksandra, NOVALIJA, Inna, GOBBO, Elena, ZUPAN ŠEMROV, Manja, MLADENIĆ, Dunja.
Predicting horse fearfulness applying supervised machine learning methods. V: MLADENIĆ,
Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD : Informacijska družba - IS 2023
: zbornik 26. mednarodne multikonference : zvezek C : 9. oktober 2023, Ljubljana,
Slovenija = Data Mining and Data Warehouses - SiKDD : Information Society - IS 2023
: proceedings of the 26th international multiconference : volume C : 9 October, Ljubljana,
Slovenia. Ljubljana: Institut "Jožef Stefan", 2023. Str. 25-28, ilustr. Informacijska družba
(Online). ISBN 978-961-264-276-1. ISSN 2630-371X. https://is.ijs.si/wp-content/uploads/2023/11/IS2023_Volume-C.pdf. [COBISS.SI-ID 171448835]
2024
73.
MOTAMEDI MOHAMMADABADI, Elham, NOVALIJA, Inna, REI, Luis. Classification of patents
into knowledge fields : using a proposed knowledge mapping taxonomy (KnowMap). V:
MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD = Data mining and data warehouses
- SiKDD : Informacijska družba - IS 2024 = Information Society - IS 2024 : zbornik
27. mednarodne multikonference = proceedings of the 27th International Multiconference
: zvezek C = volume C : 7. oktober 2024, 7 October 2024, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2024. Str. 59-62. Informacijska družba. ISBN
978-961-264-301-0. ISSN 2630-371X. https://is.ijs.si/wp-content/uploads/2024/11/IS2024_Volume-C-1.pdf. [COBISS.SI-ID 216137475]
74.
BADENES-OLMEDO, Carlos (urednik), NOVALIJA, Inna (urednik). EKAW-PDWT 2024 : posters and demos, workshops, and tutorials at EKAW 2024 : joint
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Conference on Knowledge Engineering and Knowledge Management (EKAW-PDWT 2024) co-located
with 24th International Conference on Knowledge Engineering and Knowledge Management
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NOVALIJA, Inna, MLADENIĆ, Dunja, BRANK, Janez, TOSKIĆ, Bakir, ZAVRTANIK DRGLIN, Ajda,
VODOPIVEC, Ines, KAVČIČ-ČOLIĆ, Alenka. Exploring smells in digital library : European Data Science Day at KDD 2024, 2024
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 25–27
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PITA COSTA, João, CORZO PEREZ, Gerald A., NOVALIJA, Inna, REI, Luis, SENOŽETNIK, Matej,
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77.
MAKOVEC, Barbara, REI, Luis, NOVALIJA, Inna. Preparing AI for compliance : initial
steps of a framework for teaching LLMs to reason about compliance. AdKDD 2024 : Data Mining for Online Advertising 2024, RuleML+RR-Companion 2024 Rule Challenge, Doctoral Consortium, Bucharest, Romania,
September 16-18, 2024Industry Track, and Networking Session 2024,. str. [1-5], ilustr.
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MOTAMEDI MOHAMMADABADI, Elham, NOVALIJA, Inna, REI, Luis. Taxonomy for patent classification
: a step towards intelligent patent analytics. V: BADENES-OLMEDO, Carlos (ur.), et
al. EKAW-PDWT 2024 : posters and demos, workshops, and tutorials at EKAW 2024 : joint
proceedings of posters, demos, workshops, and tutorials of the 24th International
Conference on Knowledge Engineering and Knowledge Management (EKAW-PDWT 2024) co-located
with 24th International Conference on Knowledge Engineering and Knowledge Management
(EKAW 2024) : Amsterdam, Netherlands, November 26-28, 2024. [S. l.: s. n., 2024]. Str. [1-7], ilustr. CEUR workshop proceedings, vol. 3967.
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PITA COSTA, João, REI, Luis, BEZAK, Nejc, MIKOŠ, Matjaž, MASSRI, Besher M., NOVALIJA,
Inna, LEBAN, Gregor. Towards improved knowledge about water-related extremes based
on news media information captured using artificial intelligence. International journal of disaster risk reduction. Jan. 2024, vol. 100, [article no.] 104172, str. 1-17, ilustr. ISSN 2212-4209. https://www.sciencedirect.com/science/article/pii/S2212420923006520?via%3Dihub, DOI: 10.1016/j.ijdrr.2023.104172. [COBISS.SI-ID 177466115]
projekt: P2-0180 Vodarstvo in geotehnika; financer: ARRS
projekt: J6-4628 Vrednotenje hibridne infrastrukture za zmanjševanje ogroženosti pod vplivom podnebnih sprememb; financer: ARRS
projekt: P2-0180 Vodarstvo in geotehnika; financer: ARRS
projekt: J6-4628 Vrednotenje hibridne infrastrukture za zmanjševanje ogroženosti pod vplivom podnebnih sprememb; financer: ARRS
2025
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ŠTURM, Jan, ŠKRJANC, Maja, TOPAL, Oleksandra, NOVALIJA, Inna, MLADENIĆ, Dunja, GROBELNIK,
Marko. Explaining temporal data in manufacturing using LLMs and Markov Chains. V:
MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD = Data Mining and Data Warehouses
- SiKDD : Informacijska družba - IS 2025 = Information Society - IS 2025 : zbornik
28. mednarodne multikonference = proceedings of the 28th International Multiconference
: zvezek C = volume C : 6. oktober 2025, 6 October 2025, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2025. Str. 73-76, ilustr. Informacijska družba.
ISBN 978-961-264-322-5. ISSN 2630-371X. https://is.ijs.si/wp-content/uploads/2025/11/IS2025_Volume-C.pdf. [COBISS.SI-ID 257980675]
81.
NOVALIJA, Inna, ROMAN, Dumitru, BELOTTI, Federico, REI, Luis, BRANK, Janez, PALMONARI,
Matteo, et al. From code to concept : a semantic approach to AI innovation discovery
in open source software repositories. IEEE access. 17 Jul., 2025, vol. 13, str. 1-25, ilustr. ISSN 2169-3536. https://ieeexplore.ieee.org/document/11083599, DOI: 10.1109/ACCESS.2025.3590135. [COBISS.SI-ID 243479811]
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PAVLOVA, Daria, NOVALIJA, Inna, MLADENIĆ, Dunja. Graph-based feature engineering for
DeFi security incident severity prediction. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko
(ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD = Data Mining and Data Warehouses
- SiKDD : Informacijska družba - IS 2025 = Information Society - IS 2025 : zbornik
28. mednarodne multikonference = proceedings of the 28th International Multiconference
: zvezek C = volume C : 6. oktober 2025, 6 October 2025, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2025. Str. 61-64, ilustr. Informacijska družba.
ISBN 978-961-264-322-5. ISSN 2630-371X. https://is.ijs.si/wp-content/uploads/2025/11/IS2025_Volume-C.pdf. [COBISS.SI-ID 257955587]
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GOBBO, Elena, TOPAL, Oleksandra, NOVALIJA, Inna, MLADENIĆ, Dunja, ZUPAN ŠEMROV, Manja.
An iterative approach to identify key predictive features of fear reactivity and fearfulness
in horses (Equus caballus). Scientific reports. 9 Jul. 2025, vol. 15, article no. 24590, 15 str., ilustr. ISSN 2045-2322. https://www.nature.com/articles/s41598-025-10725-4, Repozitorij Univerze v Ljubljani – RUL, DOI: 10.1038/s41598-025-10725-4. [COBISS.SI-ID 242427139]
84.
BRANK, Janez, MLADENIĆ, Dunja, NOVALIJA, Inna, GROBELNIK, Marko. LLM based approach
to extracting smells in Slovenian corpora. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko
(ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD = Data Mining and Data Warehouses
- SiKDD : Informacijska družba - IS 2025 = Information Society - IS 2025 : zbornik
28. mednarodne multikonference = proceedings of the 28th International Multiconference
: zvezek C = volume C : 6. oktober 2025, 6 October 2025, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2025. Str. 11-14, ilustr. Informacijska družba.
ISBN 978-961-264-322-5. ISSN 2630-371X. https://is.ijs.si/wp-content/uploads/2025/11/IS2025_Volume-C.pdf. [COBISS.SI-ID 257600003]
projekt: J7-50233-2024 Vonj in nesnovna kulturna dediščina; financer: Javna agencija za znanstvenoraziskovalno in inovacijsko dejavnost Republike Slovenije
projekt: J7-50233-2024 Vonj in nesnovna kulturna dediščina; financer: Javna agencija za znanstvenoraziskovalno in inovacijsko dejavnost Republike Slovenije
85.
TOPAL, Oleksandra, NOVALIJA, Inna, MLADENIĆ, Dunja, GOBBO, Elena, ZUPAN ŠEMROV, Manja.
Predicting equine behavior from small datasets using machine learning with LLM-generated
explanations. Applied animal behaviour science. Dec. 2025, vol. 293, [article no.] 106863, 13 str., ilustr. ISSN 1872-9045. https://www.sciencedirect.com/science/article/pii/S0168159125003612?via%3Dihub, Repozitorij Univerze v Ljubljani – RUL, DOI: 10.1016/j.applanim.2025.106863. [COBISS.SI-ID 256506115]
86.
KRUMPAK, Roy, ROŽANEC, Jože Martin, MLADENIĆ, Dunja, GUO, Zhenyu, SONG, Tao, ROMAN,
Dumitru, NOVALIJA, Inna, MA, Xiang. Predicting milling overload based on sensor data
: a graph-based approach. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD = Data Mining and Data Warehouses
- SiKDD : Informacijska družba - IS 2025 = Information Society - IS 2025 : zbornik
28. mednarodne multikonference = proceedings of the 28th International Multiconference
: zvezek C = volume C : 6. oktober 2025, 6 October 2025, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2025. Str. 33-36, ilustr. Informacijska družba.
ISBN 978-961-264-322-5. ISSN 2630-371X. https://is.ijs.si/wp-content/uploads/2025/11/IS2025_Volume-C.pdf. [COBISS.SI-ID 257678083]
87.
PAVLOVA, Daria, NOVALIJA, Inna. Using Interactive Data Visualization for DeFi Market
Analysis. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD = Data Mining and Data Warehouses
- SiKDD : Informacijska družba - IS 2025 = Information Society - IS 2025 : zbornik
28. mednarodne multikonference = proceedings of the 28th International Multiconference
: zvezek C = volume C : 6. oktober 2025, 6 October 2025, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2025. Str. 90-93, ilustr. Informacijska družba.
ISBN 978-961-264-322-5. ISSN 2630-371X. https://is.ijs.si/wp-content/uploads/2025/11/IS2025_Volume-C.pdf. [COBISS.SI-ID 258042371]
2026
88.
KUBELJ, Klemen. Physical climate risk : flood model comparison, hazard and vulnerability assessment
and financial implications : master's thesis = Fizična okoljska ogroženost : primerjava
poplavnih modelov, ocena nevarnosti in ranljivosti ter finančne posledice : magistrsko
delo. Ljubljana: [K. Kubelj], 2026. XIX, 75 str., ilustr. [COBISS.SI-ID 271988483]
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MOTAMEDI MOHAMMADABADI, Elham, NOVALIJA, Inna, REI, Luis. Semi-automatic hierarchical
taxonomy creation from existing taxonomies with large language models. Business & information systems engineering. <in press> 2026, vol. , [article no.] , 1-23 str., ilustr. ISSN 1867-0202. https://link.springer.com/article/10.1007/s12599-025-00982-y, DiRROS - Digitalni repozitorij raziskovalnih organizacij Slovenije, DOI: 10.1007/s12599-025-00982-y. [COBISS.SI-ID 265643779]