Pregled po projektu: Postupci strojnog učenja za dubinsku analizu složenih struktura podataka (DescriptiveInduction) (MB: IP-2013-11-9623)
Pronađeno 20 radova
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1.Mihelčić, Matej; Šmuc, Tomislav; Supek, FranPatterns of diverse gene functions in genomic neighborhoods predict gene function and phenotype // Scientific reports, 9 (2019), 1; 19537, 16 doi:10.1038/s41598-019-55984-0 (međunarodna recenzija, članak, znanstveni)
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2.Mihelčić, Matej; Džeroski, Sašo; Šmuc, TomislavExtending Redescription Mining to Multiple Views // 21st International Conference, DS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings / Soldatova, Larisa ; Vanschoren, Joaquin ; Papadopoulos, George ; Ceci, Michelangelo (ur.).
Cham: Springer, 2018. str. 292-307 doi:10.1007/978-3-030-01771-2_19 -
3.Mihelčić, Matej; Šmuc, TomislavTargeted and contextual redescription set exploration // Machine learning, 107 (2018), 11; 1809-1846 doi:10.1007/s10994-018-5738-9 (međunarodna recenzija, članak, znanstveni)
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4.Mihelčić, Matej; Džeroski, Sašo; Lavrač, Nada; Šmuc, TomislavRedescription mining augmented with random forest of multi-target predictive clustering trees // Journal of Intelligent Information Systems, 50 (2018), 1; 63-96 doi:10.1007/s10844-017-0448-5 (međunarodna recenzija, članak, znanstveni)
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5.Piškorec, Matija; Antulov-Fantulin, Nino; Miholić, Iva; Šmuc, Tomislav; Šikić, MileModeling Peer and External Influence in Online Social Networks: Case of 2013 Referendum in Croatia // Complex Networks and Their Applications VI: Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications) / Cherifi, Chantal ; Cherifi, Hocine ; Karsai, Marton ; Musolesi, Mirco (ur.).
Lyon, Francuska: Springer, 2017. str. 1015-1027 doi:10.1007/978-3-319-72150-7_82 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
6.Ristov, Strahil; Vaser, Robert; Šikić, MileTrade-offs in query and target indexing for the selection of candidates in protein homology searches // Proceedings of The Prague Stringology Conference 2017 / Jan Holub and Jan Ždarek (ur.).
Prag: Czech technical university in Prague, 2017. str. 118-125 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
7.Mihelčić, Matej; Džeroski, Sašo; Lavrač, Nada; Šmuc, TomislavA framework for redescription set construction // Expert systems with applications, 68 (2017), 196-215 doi:10.1016/j.eswa.2016.10.012 (međunarodna recenzija, članak, znanstveni)
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8.Mihelčić, Matej; Džeroski, Sašo; Lavrač, Nada; Šmuc, TomislavRedescription Mining with Multi-target Predictive Clustering Trees // New Frontiers in Mining Complex Patterns, 4th International Workshop, NFMCP 2015, Held in Conjunction with ECML-PKDD 2015 : Conference proceedings
Porto, Portugal: Springer, 2016. str. 125-143 doi:10.1007/978-3-319-39315-5_9 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
9.Mihelčić, Matej; Šmuc, TomislavInterSet: Interactive Redescription Set Exploration // International Conference on Discovery Science DS 2016 : Proceedings / Calders, Toon ; Ceci, Michelangelo ; Malerba, Donato (ur.).
Bari, Italija: Springer, 2016. str. 35-50 doi:10.1007/978-3-319-46307-0_3 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
10.Supek, Fran; Škunca, NivesVisualizing GO Annotations // The Gene Ontology Handbook / Dessimoz, Christophe ; Škunca, Nives (ur.).
New York (NY): Humana Press, 2016. str. 207-220 -
11.Brbić, Maria; Piškorec, Matija; Vidulin, Vedrana; Kriško, Anita; Šmuc, Tomislav; Supek, FranThe landscape of microbial phenotypic traits and associated genes // Nucleic acids research, 44 (2016), 21; 10074-10090 doi:10.1093/nar/gkw964 (međunarodna recenzija, članak, znanstveni)
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12.Vidulin, Vedrana; Šmuc, Tomislav; Supek, FranExtensive Complementarity between Gene Function Prediction Methods // Bioinformatics, 32 (2016), 23; 3645-3653 doi:10.1093/bioinformatics/btw532 (međunarodna recenzija, članak, znanstveni)
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13.Gamberger, Dragan; Zenko, Bernard; Mitelpunkt, Alexis; Shachar, Netta; Lavrac, NadaClusters of male and female Alzheimer's disease patients in the Alzheimer's Disease Neuroimaging Initiative (ADNI) database // Brain informatics, 3 (2016), 3; 169-179 doi:10.1007/s40708-016-0035-5 (međunarodna recenzija, članak, znanstveni)
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14.Gamberger, Dragan; Ženko, Bernard; Mitelpunkt, Alexis; Lavrač, NadaHomogeneous clusters of Alzheimer's disease patient population // Biomedical engineering online, 15 (2016), 21-34 doi:10.1186/s12938-016-0183-0 (međunarodna recenzija, članak, znanstveni)
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15.Cho, Ara; Shim, Jung Eun; Kim, Eiru; Supek, Fran; Lehner, Ben; Lee, InsukMUFFINN: cancer gene discovery via network analysis of somatic mutation data // Genome biology, 17 (2016), 129, 16 doi:10.1186/s13059-016-0989-x (međunarodna recenzija, članak, znanstveni)
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16.Korenčić, Damir; Ristov, Strahil; Šnajder, JanGetting the Agenda Right: Measuring Media Agenda using Topic Models // Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications
Melbourne, Australija: ACM, 2015. str. 61-66 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
17.Gamberger, Dragan; Ženko, Bernard; Mitelpunkt, Alexis; Lavrač, NadaIdentification of Gender Specific Biomarkers for Alzheimer’s Disease // Brain Informatics and Health / GUo, Y. etal. (ur.).
London, Ujedinjeno Kraljevstvo: Springer, 2015. str. 57-66 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
18.Brbić, Maria; Warnecke, Tobias; Kriško, Anita; Supek, FranGlobal Shifts in Genome and Proteome Composition Are Very Tightly Coupled // Genome Biology and Evolution, 7 (2015), 6; 1519-1532 doi:10.1093/gbe/evv088 (međunarodna recenzija, članak, znanstveni)
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19.Gamberger, Dragan; Ženko, Bernard; Mitelpunkt, Alexis; Lavrač, NadaMultilayer clustering: Biomarker driven segmentation of Alzheimer's disease patient population // Bioinformatics and Biomedical Engineering / Ortuno, Francisco ; Rojas, Ignacio (ur.).
Heidelberg: Springer, 2015. str. 134-145 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
20.Gamberger, Dragan; Mihelčić, Matej; Lavrač, NadaMultilayer clustering: A discovery experiment on country level trading data // 17th International Conference Dicovery Science 2014 / Džeroski, Sašo ; Panov, Panče ; Kocev, Dragi ; Todorovski, Ljupčo (ur.).
Heidelberg: Springer, 2014. str. 87-98 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
