Publikacije

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1.01 Izvirni znanstveni članek

1. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada. CBSSD: community-based semantic subgroup discovery. Journal of intelligent information systems, ISSN 0925-9902, 2019, vol. 53, no. 2, str. 265–304 [COBISS.SI-ID 2057639] [link] [pdf]

2. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada, POLLAK, Senja. Towards robust text classification with semantics-aware recurrent neural architecture. Machine learning and knowledge extraction, 2019, vol. 1, no. 2, str. 575-589. [COBISS.SI-ID 32295975] [link][pdf]

3. KRALJ, Jan, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. NetSDM : semantic data mining with network analysis. Journal of machine learning research, ISSN 1532-4435. [Print ed.], 2019, vol. 20, str. 1-50. [COBISS.SI-ID 32260391] [link][pdf]

4. PODPEČAN, Vid, RAMŠAK, Živa, GRUDEN, Kristina, TOIVONEN, Hannu, LAVRAČ, Nada. Interactive exploration of heterogeneous biological networks with Biomine Explorer. Bioinformatics, ISSN 1367-4803. [Print ed.], 2019, 4 str., doi: 10.1093/bioinformatics/btz509. [COBISS.SI-ID 5135439] [pdf]

5. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada. Py3plex toolkit for visualization andanalysis of multilayer networks. Applied network science, ISSN 2364-8228, 2019, vol. 4, no. 1, str. 94-1-94-24, doi: 10.1007/s41109-019-0203-7. [COBISS.SI-ID 32820007] [link] [pdf]

6. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada. Py3plex toolkit for visualization and analysis of multilayer networks. Applied network science, ISSN 2364-8228, 2019, vol. 4, no. 1, str. 94-1-94-24, doi: 10.1007/s41109-019-0203-7. [COBISS.SI-ID 32820007] [pdf]

1.08 Objavljeni znanstveni prispevek na konferenci

1. ŠKRLJ, Blaž, LAVRAČ, Nada. Py3plex : a library for scalable multilayer network analysis and visualization. V: CARLUCCI AIELLO, Luigia (ur.). Complex networks & their applications VII : the 7th International Conference on Complex Networks and their Applications : Proceedings. Vololume 1, (Studies in computational intelligence, ISSN 1860-949X, volume 812). Cham: Springer. 2019, str. 757-768. [COBISS.SI-ID 31934247] [pdf]

2. ŠKRLJ, Blaž, LAVRAČ, Nada, KRALJ, Jan. Symbolic graph embedding using frequent pattern mining. V: KRALJ NOVAK, Petra (ur.), ŠMUC, Tomislav (ur.), DŽEROSKI, Sašo (ur.). Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, : proceedings, (Lecture notes in computer science, ISSN 0302-9743, Lecture notes in artificial intelligence, 11828). Cham: Springer. 2019, lNCS 11828, str. 261-275. [COBISS.SI-ID 32809767] [pdf]

3. ŠKRLJ, Blaž, RENOUST, Benjamin. Patterns of multiplex layer entanglement across real and synthetic networks. V: CARLUCCI AIELLO, Luigia (ur.). Complex networks & their applications VIII : the 7th International Conference on Complex Networks and their Applications : Proceedings. Volume 1, (Studies in computational intelligence, ISSN 1860-949X, volume 812). Cham: Springer. 2019, str. 671-683. [COBISS.SI-ID 32902951] [pdf]

2.13 Elaborat, predštudija, študija

1. ŠKRLJ, Blaž, LAVRAČ, Nada, KRALJ, Jan. Analysis of the effect of size, type and number of background knowledge bases, (IJS delovno poročilo, 13030). 2020. [COBISS.SI-ID 13620227] [pdf]

3.15 Prispevek na konferenci brez natisa

1. ŠKRLJ, Blaž, KRALJ, Jan, MARTINC, Matej, LAVRAČ, Nada, POLLAK, Senja. Semantics-aware recurrent neural architectures : presented at 6th International Conference on Statistical Language and Speech Processing, SLSP 2018, Mons, Belgium October 15-16, 2018. [COBISS.SI-ID 31789607]