Pregled po CROSBI profilu: Tomislav Šmuc (CROSBI Profil: 27910, MBZ: 136501)
Pronađeno 174 radova
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26.Kulikovskikh, Ilona; Prokhorov, Sergej; Lipić, Tomislav; Legović, Tarzan; Šmuc, TomislavBioGD: Bio-inspired robust gradient descent // PLoS One, 14 (2019), 7; e0219004, 19 doi:10.1371/journal.pone.0219004 (međunarodna recenzija, članak, znanstveni)
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27.Piškorec, Matija; Šmuc, Tomislav; Šikić, MileDisentangling Sources of Influence in Online Social Networks // IEEE access, 7 (2019), 131692-131704 doi:10.1109/access.2019.2940762 (međunarodna recenzija, članak, znanstveni)
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28.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 -
29.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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30.Vidulin, Vedrana; Šmuc, Tomislav; Džeroski, Sašo; Supek, FranThe evolutionary signal in metagenome phyletic profiles predicts many gene functions // Microbiome, 6 (2018), 1; 129, 21 doi:10.1186/s40168-018-0506-4 (međunarodna recenzija, članak, znanstveni)
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31.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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32.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) -
33.Piškorec, Matija; Šmuc, Tomislav; Šikić, MileDifferentiating between Exogenous and Endogenous Information Propagation in Social Networks // Second International Workshop on Data Science : Abstract Book
Zagreb, Hrvatska, 2017. str. 39-41 (poster, međunarodna recenzija, sažetak, znanstveni) -
34.Levatić, Jurica; Brbić, Maria; Stepišnik Perdih, Tomaž; Kocev, Dragi; Vidulin, Vedrana; Šmuc, Tomislav; Supek, Fran; Džeroski, SašoPhenotype prediction with semi-supervised learning // New frontiers in mining complex patterns NFMCP 2017, Lecture Notes in Computer Science
Skopje, Sjeverna Makedonija, 2017. str. 1-11 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
35.Brbić, Maria; Piškorec, Matija; Vidulin, Vedrana; Kriško, Anita; Šmuc, Tomislav; Supek, FranPhenotype Inference from Text and Genomic Data // ECML-PKDD 2017, Lecture Notes in Computer Science / Altun, Yasemin ; Das, Kamalika ; et al. (ur.).
Skopje, Sjeverna Makedonija: Springer, 2017. str. 373-377 doi:10.1007/978-3-319-71273-4_34 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
36.(Alzheimer’s Disease Neuroimaging Initiative) Mihelčić, Matej; Šimić, Goran; Babić Leko, Mirjana; Lavrač, Nada; Džeroski, Sašo; Šmuc, TomislavUsing redescription mining to relate clinical and biological characteristics of cognitively impaired and Alzheimer's disease patients // PLoS One, 12 (2017), 10; 1-35 doi:10.1371/journal.pone.0187364 (međunarodna recenzija, članak, znanstveni)
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37.Matija Piškorec, Nino Antulov-Fantulin, Iva Miholić, Tomislav Šmuc, Mile ŠikićInference of influence in social networks // CompleNet'17 : Programme with Abstracts
Dubrovnik, Hrvatska, 2017. str. 93-93 (predavanje, međunarodna recenzija, sažetak, znanstveni) -
38.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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39.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) -
40.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) -
41.Vidulin, Vedrana; Brbić, Maria; Supek, Fran; Šmuc, TomislavEvaluation of fusion approaches in large-scale bio-annotation setting // Proceedings of the 4th Workshop on Machine Learning in Life Sciences / Ksieniewicz, Pawel (ur.).
Wrocław: European Research Centre of Network Intelligence for Innovation Enhancement, 2016. str. 37-51 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
42.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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43.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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44.Piškorec, Matija; Sluban, Borut; Šmuc, TomislavMultiNets: Web-Based Multilayer Network Visualization // Lecture Notes in Computer Science / Albert Bifet, Michael May, Bianca Zadrozny, Ricard Gavalda, Dino Pedreschi, Francesco Bonchi, Jaime Cardoso, Myra Spiliopoulou (ur.).
Porto, Portugal: Springer, 2015. str. 298-302 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
45.Antulov-Fantulin, NinoStatistical inference algorithms for epidemic processes on complex networks, 2015., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb
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46.Antulov-Fantulin, Nino; Lančić, Alen; Šmuc, Tomislav; Štefančić, Hrvoje; Šikić, MileIdentification of Patient Zero in Static and Temporal Networks : Robustness and Limitations // Physical Review Letters, 114 (2015), 248701-1 doi:10.1103/PhysRevLett.114.248701 (međunarodna recenzija, članak, znanstveni)
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47.Antulov-Fantulin, Nino; Lančić, Alen; Štefančić, Hrvoje; Šikić, Mile; Šmuc, TomislavStatistical Inference Framework for Source Detection of Contagion Processes on Arbitrary Network Structures // Proceedings of 2014 IEEE Eighth International Conference on Self-Adaptive and Self-Organizing Systems Workshops
London, Ujedinjeno Kraljevstvo, 2015. str. 78-83 (ostalo, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
48.Vidulin, Vedrana; Šmuc, Tomislav; Supek, FranSpeed and accuracy benchmarks of large-scale microbial gene function prediction with supervised machine learning // Discovery science : book of abstracts
Bled, Slovenija, 2014. str. 1-3 (poster, međunarodna recenzija, prošireni sažetak, znanstveni) -
49.Antulov-Fantulin, Nino; Bošnjak, Matko; Zlatić, Vinko; Grčar, Miha; Šmuc TomislavSynthetic Sequence Generator for Recommender Systems – Memory Biased Random Walk on a Sequence Multilayer Network // Proceedings of 17th International Conference, DS 2014, Lecture Notes in Computer Science, Vol. 8777 / Džeroski, Sašo ; Panov, Panče ; Kocev, Dragi ; Todorovski, Ljupčo (ur.).
Bled, Slovenija: Springer, 2014. str. 25-36 (ostalo, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
50.Piškorec, Matija; Antulov-Fantulin, Nino; Kralj Novak, Petra; Mozetič, Igor; Grčar, Miha; Vodenska, Irena; Šmuc TomislavCohesiveness in Financial News and its Relation to Market Volatility // Scientific Reports, 4 (2014), 5038-1 doi:10.1038/srep05038 (međunarodna recenzija, članak, znanstveni)
