Pregled po CROSBI profilu: Tomislav Šmuc (CROSBI Profil: 27910, MBZ: 136501)
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1.Proceedings of the ECML-PKDD 2011 Workshop on Discovery Challenge / Šmuc, Tomislav ; Antulov-Fantulin, Nino ; Morzy, Mikołaj (ur.). Zagreb: Institut Ruđer Bošković, 2011 (zbornik)
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1.Mihelčić, Matej; Šmuc, TomislavRules, Subgroups and Redescriptions as Features in Classification Tasks // Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2022. / Koprinska, Irena ; Mignone, Paolo ; Guidotti Riccardo ; Jaroszewicz, Szymon ; Froning, Holger ; Gullo, Francesco ; Ferreira, M. Pedro ; Roqueiro, Damian (ur.).
Cham: Springer, 2023. str. 248-260 doi:10.1007/978-3-031-23618-1_17 -
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; Bošnjak Matko; Antulov-Fantulin Nino; Šmuc TomislavConstructing Recommender Systems in RapidMiner // RapidMiner / Hofmann, Markus ; Klinkenberg, Ralf (ur.).
New York (NY): Chapman and Hall/CRC, 2013. str. 119-143 doi:10.1201/b16023 -
4.Supek, Fran; Šmuc, TomislavDistance Measures and Machine Learning Approaches for Codon Usage Analyses // Codon Evolution - Mechanisms and Models / Cannarozzi, Gina ; Schneider, Adrian (ur.).
Oxford: Oxford University Press, 2011. str. 229-244 -
5.Trontl, Krešimir; Šmuc, Tomislav; Pevec, DubravkoLearning Support Vector Regression Models for Fast Radiation Dose Rate Calculations // Machine Learning Research Progress / Peters, Hannah ; Vogel, Mia (ur.).
New York (NY): Nova Science Publishers, 2010. str. 427-462 -
6.Laganović, Mario; Jelaković, Bojan; Kuzmanić, Dušan; Boršo, Gordana; Rončević, Tomislav; Vdović, M.; Željković, T.; Kašner, M.; Šmuc, Tomislav; Gamberger, DraganLow birth does not influence blood pressure through reduced kidney volume // Frontiers in Coronary Artery Disease : Proceedings of the 5th International Congress on Coronary Artery Disease / Lewis, B.S. ; Halon, D.A. ; Flugelman, M.Y. ; Gensini, G.F. (ur.).
Bolonja: Monduzzi Editore, 2003. str. 461-468 -
7.Kašner, M.; Jelaković, Bojan; Laganović, Mario; Željković, T.; Kuzmanić, Duško; Boršo, Gordana; Šmuc, Tomislav; Gamberger, Dragan; Rončević, P.Serum uric-acid is related to metabolic disturbance and associated to serum aldosterone in essential hypertension // Frontiers in Coronary Artery Disease : Proceedings of the 5th International Congress on Coronary Artery Disease / Lewis, B.S. ; Halon, D.A. ; Flugelman, M.Y. ; Gensini, G.F. (ur.).
Bolonja: Monduzzi Editore, 2003. str. 457-460 -
1.Fernandes, Sofia; Fanaee‑T, Hadi; Gama, João; Tišljarić, Leo; Šmuc, TomislavWINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks // Machine learning, 112 (2023), 2; 459-481 doi:10.1007/s10994-021-05979-8 (međunarodna recenzija, članak, znanstveni)
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2.Mihelčić, Matej; Šmuc, TomislavApproaches for Multi-View Redescription Mining // IEEE access, 9 (2021), 19356-19378 doi:10.1109/access.2021.3054245 (međunarodna recenzija, članak, znanstveni)
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3.Jović, Ozren; Šmuc, TomislavSearch for Novel Lead Inhibitors of Yeast Cytochrome bc1, from Drugbank and COCONUT // Molecules, 26 (2021), 14; 4323, 21 doi:10.3390/ molecules26144323 (međunarodna recenzija, članak, znanstveni)
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4.Vlainić, Josipa; Jović, Ozren; Kosalec, Ivan; Vugrek, Oliver; Čoz-Rakovac, Rozelindra; Šmuc, TomislavIn Vitro Confirmation of Siramesine as a Novel Antifungal Agent with In Silico Lead Proposals of Structurally Related Antifungals // Molecules, 26 (2021), 12; 3504, 17 doi:10.3390/molecules26123504 (međunarodna recenzija, članak, znanstveni)
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5.Matulja, Dario; Grbčić, Petra; Bojanić, Krunoslav; Topić-Popović, Natalija; Čož-Rakovac, Rozelindra; Laclef, Sylvain; Šmuc, Tomislav; Jović, Ozren; Marković, Dean; Pavelić Kraljević, SandraChemical Evaluation, Antioxidant, Antiproliferative, Anti-Inflammatory and Antibacterial Activities of Organic Extract and Semi-Purified Fractions of the Adriatic Sea Fan, Eunicella cavolini // Molecules, 26 (2021), 19; 5751, 21 doi:10.3390/molecules26195751 (međunarodna recenzija, članak, znanstveni)
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6.Cichońska, Anna; Ravikumar, Balaguru; Allaway, Robert J.; Wan, Fangping; Park, Sungjoon; Isayev, Olexandr; Li, Shuya; Mason, Michael; Lamb, Andrew; Tanoli, Ziaurrehman et al.Crowdsourced mapping of unexplored target space of kinase inhibitors // Nature communications, 12 (2021), 3307, 18 doi:10.1038/s41467-021-23165-1 (međunarodna recenzija, članak, znanstveni)
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7.Oršolić, Davor; Pehar, Vesna; Šmuc, Tomislav; Stepanić, VišnjaComprehensive machine learning based study of the chemical space of herbicides // Scientific reports, 11 (2021), 11479, 12 doi:10.1038/s41598-021-90690-w (međunarodna recenzija, članak, znanstveni)
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8.Jović, Ozren; Šmuc, TomislavCombined Machine Learning and Molecular Modelling Workflow for the Recognition of Potentially Novel Fungicides // Molecules, 25 (2020), 9; 2198, 24 doi:10.3390/molecules25092198 (međunarodna recenzija, članak, znanstveni)
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9.Kulikovskikh, Ilona; Lipić, Tomislav; Šmuc, TomislavFrom Knowledge Transmission to Knowledge Construction: A Step towards Human-Like Active Learning // Entropy (Basel. Online), 22 (2020), 8; 906, 11 doi:10.3390/e22080906 (međunarodna recenzija, članak, znanstveni)
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10.Zhou, Naihui; Jiang, Yuxiang; Bergquist, Timothy R.; Lee, Alexandra J.; Kacsoh, Balint Z.; Crocker, Alex W.; Lewis, Kimberley A.; Georghiou, George; Nguyen, Huy N.; Hamid, Md Nafiz et al.The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens // Genome Biology, 20 (2019), 1; 244, 23 doi:10.1186/s13059-019-1835-8 (međunarodna recenzija, članak, znanstveni)
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11.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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12.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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13.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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14.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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15.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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16.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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17.(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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18.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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19.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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20.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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21.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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22.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)
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23.Levatić, Jurica; Džeroski, Sašo; Supek, Fran; Šmuc, Tomislav.Semi-Supervised Learning for Quantitative Structure- Activity Modeling // Informatica (Ljubljana), 37 (2013), 2; 173-179 (međunarodna recenzija, članak, znanstveni)
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24.Radivojac, Predrag; ...; Škunca, Nives; Supek, Fran; Bošnjak, Matko; ...; Šmuc, Tomislav; ...; Friedberg, IddoA large-scale evaluation of computational protein function prediction // Nature methods, 10 (2013), 3; 221-227 doi:10.1038/nmeth.2340 (međunarodna recenzija, članak, znanstveni)
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25.Gamberger, Dragan; Šmuc, TomislavGood Governance Problems and Recent Financial Crises in Some EU Countries // Economics-The Open Access Open-Assessment E-Journal, 7 (2013), 201341, 21 doi:10.5018/economics-ejournal.ja.2013-41 (međunarodna recenzija, članak, znanstveni)
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26.Levatić, Jurica; Ćurak, Jasna; Kralj, Marijeta; Šmuc, Tomislav; Osmak, Maja; Supek, FranAccurate Models for P-gp Drug Recognition Induced from a Cancer Cell Line Cytotoxicity Screen // Journal of medicinal chemistry, 56 (2013), 14; 5691-5708 doi:10.1021/jm400328s (međunarodna recenzija, članak, znanstveni)
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27.Šimpraga, Miljenko; Šmuc, Tomislav; Matanović, Krešimir; Radin, Lada; Shek-Vugrovečki, Ana; Ljubičić, Iva; Vojta, AleksandarReference intervals for organically raised sheep: Effects of breed, location and season on hematological and biochemical parameters // Small ruminant research, 112 (2013), 1-3; 1-6 doi:10.1016/j.smallrumres.2012.11.032 (međunarodna recenzija, članak, znanstveni)
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28.Škunca, Nives; Bošnjak, Matko; Kriško, Anita; Panov, Panče; Džeroski, Sašo; Šmuc, Tomislav; Supek, FranPhyletic Profiling With Cliques of Orthologs is Enhanced by Signatures of Paralogy Relationships // Plos computational biology, 9 (2012), 1; e100285, 14 doi:10.1371/journal.pcbi.1002852 (međunarodna recenzija, članak, znanstveni)
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29.Ester, Katja; Supek, Fran; Majsec, Kristina; Marjanović, Marko; Lembo, David; Donalisio, Manuela; Šmuc, Tomislav; Jarak, Ivana; Karminski-Zamola, Grace; Kralj, MarijetaPutative mechanisms of antitumor activity of cyano-substituted heteroaryles in HeLa cells // Investigational new drugs, 30 (2012), 2; 450-467 doi:10.1007/s10637-010-9571-7 (međunarodna recenzija, članak, znanstveni)
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30.Rios-Morales, Ruth; Gamberger, Dragan; Jenkins, Ian; Šmuc, Tomislav;Modelling investment in the tourism industry using the World Bank's good governance indicators // Journal of modelling in management, 6 (2011), 3; 279-296 doi:10.1108/17465661111183694 (međunarodna recenzija, članak, znanstveni)
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31.Supek, Fran; Bošnjak, Matko; Škunca, Nives; Šmuc, TomislavREVIGO summarizes and visualizes long lists of Gene Ontology terms // PLoS One, 6 (2011), 7; e21800-e21800 doi:10.1371/journal.pone.0021800 (međunarodna recenzija, članak, znanstveni)
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32.Smole, Zlatko; Nikolić, Nela; Supek, Fran; Šmuc, Tomislav; Sbalzarini, Ivo; Kriško, AnitaProteome sequence features carry signatures of the environmental niche of prokaryotes // Bmc evolutionary biology, 11 (2011), 26, 10 doi:10.1186/1471-2148-11-26 (međunarodna recenzija, članak, znanstveni)
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33.Supek, Fran; Šumanovac Ramljak, Tatjana; Marjanović, Marko; Buljubašić, Maja; Kragol, Goran; Ilić, Nataša; Šmuc, Tomislav; Zahradka, Davor; Mlinarić-Majerski, Kata; Kralj, MarijetaCould LogP be a principal determinant of biological activity in 18-crown-6 ethers? Synthesis of biologically active adamantane-substituted diaza-crowns // European Journal of Medicinal Chemistry, 46 (2011), 8; 3444-3454 doi:10.1016/j.ejmech.2011.05.009 (međunarodna recenzija, članak, znanstveni)
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34.Čož-Rakovac, Rozelinda; Lisičić, Duje; Šmuc, Tomislav; Topić Popović, Natalija; Strunjak-Perović, Ivančica; Jadan, Margita; Tadić, Zoran; Jug Dujaković, JuricaClassification Modelling of Physiological Stages in Captive Balkan Whip Snakes Using Blood Biochemistry Parameters // Journal of herpetology, 45 (2011), 4; 525-529 (međunarodna recenzija, članak, znanstveni)
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35.Budimir, Ana; Šmuc, Tomislav; Weitner, Tin; Batinić-Haberle, Ines; Biruš, MladenThermodynamics and electrochemistry of manganese ortho-tetrakis(N-n-butylpyridinium-2-yl)porphyrin in aqueous solutions // Journal of coordination chemistry, 63 (2010), 14/16; 2750-2765 doi:10.1080/00958972.2010.502571 (međunarodna recenzija, članak, znanstveni)
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36.Supek, Fran; Šmuc, TomislavOn Relevance of Codon Usage to Expression of Synthetic and Natural Genes in Escherichia coli // Genetics, 185 (2010), 1129-1134 doi:10.1534/genetics.110.115477 (međunarodna recenzija, članak, znanstveni)
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37.Supek, Fran; Škunca, Nives; Repar, Jelena; Vlahoviček, Kristian; Šmuc, TomislavTranslational Selection Is Ubiquitous in Prokaryotes // Plos genetics, 6 (2010), 6; e1001004, 13 doi:10.1371/journal.pgen.1001004 (međunarodna recenzija, članak, znanstveni)
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38.Gredičak, Matija; Supek, Fran; Kralj, Marijeta, Majer, Zsuzsa; Hollosi, Miklos; Šmuc, Tomislav; Mlinarić-Majerski, Kata; Horvat, ŠteficaComputational structure-activity study directs synthesis of novel antitumor enkephalin analogs // Amino acids (Wien), 38 (2010), 4; 1185-1191 doi:10.1007/s00726-009-0329-5 (međunarodna recenzija, članak, znanstveni)
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39.Rios-Morales, Ruth; Gamberger, Dragan; Šmuc, Tomislav; Azuaje, FranciscoInnovative methods in assessing political risk for business internationalization // Research in international business and finance, 23 (2009), 144-156 doi:10.1016/j.ribaf.2008.03.011 (međunarodna recenzija, članak, znanstveni)
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40.Čož-Rakovac, Rozelinda; Topić Popović, Natalija; Šmuc, Tomislav; Strunjak-Perović, Ivančica; Jadan, MargitaClassification accuracy of algorithms for blood chemistry data of three aquaculture-influenced marine fish species // Fish Physiology and Biochemistry, 35 (2009), 4; 641-647 doi:10.1007/s10695-008-9288-0 (međunarodna recenzija, članak, znanstveni)
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41.Krstačić, Goran; Gamberger, Dragan; Krstačić, Antonija; Šmuc, Tomislav; Miličić, DavorThe Chaos Theory and Non-linear Dynamics in Heart Rate Variability in Patients with Heart Failure // Computers in cardiology, 35 (2008), 957-959 (međunarodna recenzija, članak, znanstveni)
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42.Trontl, Krešimir; Pevec, Dubravko; Šmuc, TomislavMachine learning of the reactor core loading pattern critical parameters // Science and Technology of Nuclear Installations, 2008 (2008), 695153, 7 doi:10.1155/2008/695153 (međunarodna recenzija, članak, znanstveni)
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43.Supek, Fran; Kralj, Marijeta; Marjanović, Marko; Šuman, Lidija; Šmuc, Tomislav; Krizmanić, Irena; Žinić, BiserkaAtypical cytostatic mechanism of N -1-sulfonylcytosine derivatives determined by in vitro screening and computational analysis // Investigational new drugs, 26 (2008), 2; 97-110 doi:10.1007/s10637-007-9084-1 (međunarodna recenzija, članak, znanstveni)
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44.Čož-Rakovac, Rozelinda; Strunjak-Perović, Ivančica; Topić Popović, Natalija; Hacmanjek, Mato; Šmuc, Tomislav; Jadan, Margita; Lipej, Zoran; Homen, ZlatkoCage culture effects on mullets (Mugilidae) liver histology and blood chemistry profile // Journal of Fish Biology, 72 (2008), 10; 2557-2569 doi:10.1111/j.1095-8649.2008.01865.x (međunarodna recenzija, članak, znanstveni)
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45.Čož-Rakovac, Rozelinda; Šmuc, Tomislav; Topić Popović, Natalija; Strunjak-Perović, Ivančica; Hacmanjek, Mato; Jadan, MargitaNovel methods for assesing fish blood biochemical data // Journal of Applied Ichthyology, 24 (2008), 1; 77-80 doi:10.1111/j.1439-0426.2007.01041.x (međunarodna recenzija, članak, znanstveni)
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46.Supek, Fran; Peharec, Petra; Krsnik-Rasol, Marijana; Šmuc, TomislavEnhanced analytical power of SDS-PAGE using machine learning algorithms // Proteomics, 8 (2008), 1; 28-31 doi:10.1002/pmic.200700555 (međunarodna recenzija, članak, znanstveni)
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47.Malenica, Mislav; Šmuc, Tomislav; Šnajder, Jan; Dalbelo Bašić, BojanaLanguage Morphology Offset: Text Classification on a Croatian-English Parallel Corpus // Information processing & management, 44 (2008), 1; 325-339 doi:10.1016/j.ipm.2006.12.007 (međunarodna recenzija, članak, znanstveni)
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48.Trontl, Krešimir; Šmuc, Tomislav; Pevec, DubravkoSupport vector regression model for the estimation of γ -ray buildup factors for multi-layer shields // Annals of Nuclear Energy, 34 (2007), 12; 939-952 (međunarodna recenzija, članak, znanstveni)
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49.Marjanović, Marko; Kralj, Marijeta; Supek, Fran; Frkanec, Leo; Piantanida, Ivo; Šmuc, Tomislav; Tušek-Božić, LjerkaAntitumor potential of crown ethers: structure activity relationships, cell cycle disturbances and cell death studies of a series of ionophores // Journal of medicinal chemistry, 50 (2007), 5; 1007-1018 doi:10.1021/jm061162u (međunarodna recenzija, članak, znanstveni)
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50.Jelaković, Bojan; Dika, Živka; Kos, Jelena; Pećin, Ivan; Laganović, Mario; Jovanović, Aleksandar; Šmuc, Tomislav; Gamberger, Dragan; Kuzmanić, DuškoLiječenje i kontrola arterijske hipertenzije u Hrvatskoj. BEL-AH istraživanje // Liječnički vjesnik : glasilo Hrvatskoga liječničkog zbora, 128 (2006), 11-12; 329-333 (međunarodna recenzija, članak, znanstveni)
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51.Supek, Fran; Šmuc, Tomislav; Lučić, BonoA prototype structure-activity relationship model based on National Cancer Institute cell line screening data // Periodicum Biologorum, 107 (2005), 4; 451-455 (međunarodna recenzija, članak, znanstveni)
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52.Marić, Ivan; Galović, Antun; Šmuc, TomislavCalculation of natural gas isentropic exponent // Flow measurement and instrumentation, 16 (2005), 1; 13-20 (međunarodna recenzija, članak, znanstveni)
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53.Pavlović, Mladen; Šantić, Branko; Desnica-Franković, Dunja Ida; Radić, Nikola; Šmuc, Tomislav; Desnica, Uroš V.The Impact of Deep Levels on Photocurrent Transients in Semi-Insulating GaAs // Journal of electronic materials, 32 (2003), 10; 1100-1106 doi:10.1007/s11664-003-0094-2 (međunarodna recenzija, članak, znanstveni)
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54.Krstačić, Goran; Gambberger, Dragan; Šmuc, Tomislav; Krstačić, AntonijaSome R-R interval based paroxysmal atrial fibrillation predictors // Computers in cardiology, 28 (2001), 409-412 (podatak o recenziji nije dostupan, članak, znanstveni)
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55.Grošev, Darko; Medvedec, Mario; Lončarić, Srećko; Žuvić, Marijan; Dodig, Damir; Šmuc, TomislavDetermination of small objects from pinhole scintigrams // Nuclear medicine communications, 19 (1998), 7; 679-688 (međunarodna recenzija, članak, znanstveni)
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1.Jelaković, B; Željković-Vrkić, T; Pećin, I; Dika, Ž; Jovanović, A; Podobnik, D; Šmuc, T; Gamberger, D; Katić, K; Kašner, M; Kuzmanić, DArterijska hipertenzija u Hrvatskoj. Rezultati EH-UH Studije // Acta medica Croatica, 61 (2007), 287-292 (podatak o recenziji nije dostupan, članak, stručni)
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1.Ahel, Marijan; Antičić, Tome; Balog, Tihomir; Bilić, Nevenko; Guberina, Branko; Katušić Hećimović, Silva; Jerić, Ivanka; Klanjšček, Tin; Legović, Tarzan; Musić, Svetozar et al.The Ruder Boskovic Institute – Today and Tomorrow // Periodicum biologorum, 112 (2010), 4; 369-374 (međunarodna recenzija, pregledni rad, ostalo)
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1.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) -
2.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) -
3.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) -
4.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) -
5.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) -
6.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) -
7.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) -
8.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) -
9.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) -
10.Gamberger, Dragan; Lučanin, Dražen; Šmuc, TomislavAnalysis of World Bank Indicators for Countries with Banking Crises by Subgroup Discovery Induction // Mipro-2013 Proceedings / Biljanović, Petar (ur.).
Rijeka, 2013. str. 1433-1437 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
11.Piškorec Matija; Bošnjak Matko; Šmuc TomislavMeta-Modeling Execution Times of RapidMiner operators // Proceedings of the 3rd RapidMiner Community Meeting and Conference (RCOMM 2012) / Ficher, Simon ; Mierswa, Ingo (ur.).
Budimpešta, Mađarska, 2012. str. 159-168 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
12.Gamberger, Dragan; Lučanin, Dražen; Šmuc, TomislavDescriptive modeling of systemic banking crises // Discovery Science 15th International Conference, DS 2012 / Ganascia, J-G ; Lenca, P. ; Petit, J-M (ur.).
Heidelberg: Springer, 2012. str. 67-80 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
13.Mihelčić, Matej; Antulov-Fantulin, Nino; Bošnjak, Matko; Šmuc, Tomislav;Extending RapidMiner with recommender systems algorithms // Proceedings of the 3rd RapidMiner Community Meeting and Conference (RCOMM 2012) / Ficher, Simon ; Mierswa, Ingo (ur.).
Aachen: Shaker, 2012. str. 63-74 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
14.Antulov-Fantulin, Nino; Bošnjak, Matko; Žnidaršič, Martin; Grčar, Miha; Morzy, Mikołaj; Šmuc, TomislavECML-PKDD 2011 Discovery Challenge Overview // Proceedings of the ECML-PKDD 2011 Workshop on Discovery Challenge / Šmuc, Tomislav ; Antulov-Fantulin, Nino ; Morzy, Mikołaj (ur.).
Zagreb: Institut Ruđer Bošković, 2011. str. 7-20 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
15.Prcela, Marin; Gamberger, Dragan; Šmuc, Tomislav; Bogunović, Nikola;Information gain of structured medical diagnostic tests: Integration of Bayesian networks and ontologies // Proceedings of International Conference on Biomedical Engineering Systems and Technologies / Fred, Ana ; Filipe, Joaquim ; Gamboa, Hugo ; (ur.).
Valencia, Španjolska: Institute for Systems and Technologies of Information, Control and Communication, 2010. str. 235-240 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
16.Bogunović, Nikola; Šmuc, TomislavApplicability of Qualitative ECG Processing to Wearable Computing // Proceedings of the 5th International Workshop and Symposium on Wearable and Implanzable Body Sensor Networks / Zhang, Yuan-ting (ur.).
Hong Kong: Institute of Electrical and Electronics Engineers (IEEE), 2008. str. 133-136 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
17.Trontl, Krešimir; Pevec, Dubravko; Šmuc TomislavOn Input Vector Representation for the SVR Model of Reactor Core Loading Pattern Critical Parameters // 7th International Conference on Nuclear Option in Countries with Small and Medium Electricity Grids - Conference Proceedings / Čavlina, Nikola ; Pevec, Dubravko ; Bajs, Tomislav (ur.).
Zagreb: Hrvatsko nuklearno društvo, 2008. str. S-06.90-1-S-06.90-10 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
18.Gamberger, Dragan; Prcela, Marin; Jović, Alan; Šmuc, Tomislav; Parati, Ganfranco; Valentini, Mariaconsuelo; Kawecka-Jaszcz, Kalina; Styczkiewicz, Katarzyna; Kononowicz, Andrzej; Candelieri, Antonio et al.Medical knowledge representation within Heartfaid platform // BIOSTEC 2008
Funchal, Portugal: INSTICC Institute for Systems and Technologies of Information, Control and Communication, 2008. str. 307-314 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
19.Trontl, Krešimir; Pevec, Dubravko; Šmuc, TomislavApplication of Support Vector Regression in Estimation of Buildup Factors for Double-Layered Shields // Proceedings of European Nuclear Conference ENC 2005
Versailles, Francuska: SFEN, 2005. (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
20.Topić, Goran; Šmuc, Tomislav; Šojat, Zorislav; Skala, KaroljReimplementation of the Random Forest Algorithm // Parallel Numerics, Theory and Applications / Vajtersic, Marian et al. (ur.).
Salzburg: University of Salzburg, 2005. str. 119-128 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
21.Gergeta, Kristijan; Pevec, Dubravko; Šmuc, TomislavDepletion Modeling of Integral Burnable Absorbers Containing Enriched Boron // 5th International Conference Nuclear Option in Countries with Small and Medium Electricity Grids / Pevec, Dubravko ; Debrecin, Nenad (ur.).
Zagreb: Hrvatsko Nuklearno Društvo, 2004. str. S_3.28.1-S_3.28.8 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
22.Gamberger, Dragan; Šmuc, Tomislav; Lavrač, NadaSubgroup Discovery: On-line Data Mining Server and its Application // Simulations in Biomedicine V / Arnež, Z.M. ; Brebbia, C.A. ; Solina, F. ; Stankovski, V. (ur.).
Ljubljana, Slovenija: Wessex Institute of Technology Press, 2003. str. 433-442 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
23.Trontl, Krešimir; Gergeta, Kristijan; Šmuc, TomislavFUMACS-G, a Graphical User Interface for FUMACS Code Package // Proceedings of 4th International Conference Nuclear Option in Countries with Small and Medium Electricity Grids / Kanpp,Vladimir;et al. (ur.).
Zagreb: Hrvatsko novinarsko društvo (HND), 2002. str. 4.11.1-4.11.8 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
24.Krstačić, Goran; Krstačić, A.; Martinis, Mladen; Vargović, E.; Knežević, A.; Šmalcelj, Anton; Jembrek-Gostović, M.; Gamberger, Dragan; Šmuc, TomislavNon-Linear Analysis of Heart Rate Variability in Patients with Coronary Heart Disease // Computers in Cardiology 2002
Memphis (TN), 2002. str. 673-675 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
25.Krstačić, Goran; Krstačić, Antonija; Martinis, Mladen, Vargović, Emil; Knežević, Andrea, Šmalcelj, Anton; Jembrek-Gostović, Mirjana; Gamberger, Dragan; Šmuc, Tomislav,Non-linear Analysis of Heart Rate Variability in Patients with Coronary Heart Disease // Computers in Cardiology / Alan Murray (ur.).
Memphis (TN), Sjedinjene Američke Države: Institute of Electrical and Electronics Engineers (IEEE), 2002. str. 673 - 675 (ostalo, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
26.Šmuc, TomislavImproving Convergence Properties of the Differential Evolution Algorithm // Proceedings of the MENDEL 2002 - 8th International Conference on Soft Computing / Maotušek, R.; Ošmera, P. (ur.).
Brno, 2002. str. 80-86 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
27.Šmuc, TomislavSensitivity of Differential Evolution Algorithm to Values of Control Parameters // Proceedings of the International Conference on Artificial Intelligence / Arabnia, H.R.; Mun, Y. (ur.).
Las Vegas (NV), Sjedinjene Američke Države: CSREA Press, 2002. str. 1087-1093 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
28.Šmuc, Tomislav; Marić, Ivan; Bosanac, Gordan; Gamberger, Dragan; Bogunović, Nikola; Krstačić, GoranDynamic Features of the Normal Heart Rate Variability // Proceedings of International Conference Computers in Cardiology 2002 / Murray, A. (ur.).
Memphis (TN), Sjedinjene Američke Države: Institute of Electrical and Electronics Engineers (IEEE), 2002. str. 241-244 doi:10.1109/CIC.2002.1166752 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
29.Šmuc, Tomislav; Gamberger, Dragan; Krstačić, GoranCombining unsupervised and supervised machine learning in analysis of the CHD patient database // 8th Conference on Artificial Intelligence in Medicine in Europe / Quaglini, Silvana; Barahona, Pedro; Andreassen, Steen (ur.).
Berlin: Springer, 2001. str. 109-112 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
30.Krstačić, Goran; Gamberger, Dragan; Šmuc, TomislavCoronary heart disease patient models based on inductive machine learning // 8th Conference on Artificial Intelligence in Medicine in Europe / Quaglini, Silvana; Barahona, Pedro; Andreassen, Steen (ur.).
Berlin: Springer, 2001. str. 113-116 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
31.Pevec, Dubravko; Grgić, Davor; Ječmenica, Radomir; Trontl, Krešimir; Gergeta, Kristijan; Šmuc, TomislavUpgrade of the FUMACS Code Package // Proceedings of the International Conference Nuclear Energy in Central Europe 2001
Portorož, Slovenija, 2001. (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
32.Pevec, Dubravko; Šmuc, TomislavInvestigating a Possibility to Extend an Operating Cycle Length of NPP Krško // Operating Cycle Extension of Nuclear Power Plants, Proceeedings of a Technical Committee Meeting / unknown (ur.).
Beč: International Atomic Energy Agency (IAEA), 2000. str. 15-24 (predavanje, cjeloviti rad (in extenso), znanstveni) -
33.Baće, Mile; Trontl, Krešimir; Šmuc, TomislavDouble Tiering as an Option for Spent Fuel Pool Capacity Increase // Proceedings of the International Conference Nuclear Energy in Central Europe 2000 / Mavko, Borut ; Cizelj, Leon ; Kovač, Marko (ur.).
Ljubljana: Nuclear Society of Slovenia, 2000. str. 105-112 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
34.Baće, Mile; Trontl, Krešimir; Šmuc, TomislavDouble tiering as an option for spent fuel pool capacity increase // Proceedings of the International Conference Nuclear Energy in Central Europe 2000 / Ravnik, Matjaž ; Žagar, Tomaž (ur.).
Ljubljana: NSS, 2000. str. 105.1-105.8 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
35.Baće, Mile; Ječmenica, Radomir; Šmuc, TomislavRadiological shielding analysis of special building for the old NPP Krško steam generators // International Conference Nuclear Option in Countries with Small and Medium Electricity Grids : proceedings / Knapp, Vladimir ; Čavlina, Nikola (ur.).
Zagreb: Hrvatsko nuklearno društvo, 2000. str. 431-438 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
36.Baće, Mile; Ječmenica, Radomir; Šmuc, TomislavValidation of SCALE Code Package on High Performance Neutron Shields // International Conference: Nuclear Energy in Central Europe '99, Proceedings, Volume 1 / Gortnar, Oton ; Stritar, Andrej (ur.).
Ljubljana: Nuclear Society of Slovenia, 1999. str. 75-81 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
37.Šmuc, Tomislav; de Leege P.F.A., Kloosterman J.L.Demonstration of the Compact Depletion Models for Burnup Calculations // Proceedings of the Int. Conf. on Mathematics and Computation, Reactor Physics and Environmental Analysis in Nuclear Applications
Madrid: Senda Editorial,S.A., 1999. str. 1901-1911 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
38.Šmuc, Tomislav; de Leege, P.F.A.Improved Cross-Section Homogenisation for Research Reactor Criticality Calculations // Proceedings of The Sixth Int. Conf. on Nuclear Criticality Safety
Pariz, 1999. str. 262-268 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
39.Šmuc, Tomislav; Bogunović, Nikola; Šarić, DavorEvolutionary Algorithm for Steiner Tree Optimization // Proc. of the 21st Int. Conf. ITI'99 - Information Technology Interfaces / Kalpić, D. Hljuz, V. (ur.).
Zagreb: Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu, 1999. str. 425-432 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
40.Bogunović, Nikola; Šmuc, TomislavComparison of Methods for Reduction of Computational Complexity in Bayesian Networks // Computers in Intelligent Systems
Rijeka: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 1999. str. 17-20 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
41.Šmuc, Tomislav; Pevec, Dubravko; Bilić, TeaEquilibrium Cycles of NPP Krško after Power Uprate // International Conference: Nuclear Option in Countries with Small and Medium Electricity Grids, Conference Proceedings / Knapp, Vladimir ; Čavlina, Nikola (ur.).
Zagreb: Hrvatsko nuklearno društvo, 1998. str. 211-218 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
42.Šmuc, Tomislav; Ječmenica, Radomir; Trontl, KrešimirValidation of QAD-CGGP for Shielding Analyses of Intermediate and Low Level Waste Drums // International Conference Nuclear Option in Countries with Small and Medium Electricity Grids : Conference Proceedings / Knapp, Vladimir ; Čavlina, Nikola (ur.).
Zagreb: Hrvatsko nuklearno društvo, 1998. str. 456-463 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
43.Baće, Mile; Pevec, Dubravko; Šmuc, TomislavReracking Possibilities of the NPP Krško Spent Fuel Pool // International Conference: Nuclear Option in Countries with Small and Medium Electricity Grids, Conference Proceedings / Knapp, Vladimir ; Čavlina, Nikola (ur.).
Zagreb: Hrvatsko nuklearno društvo, 1998. str. 365-371 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
44.Bilić, Tea; Pevec, Dubravko; Šmuc, TomislavInvestigating a possibility to implement 24-month cycle in NPP Krško // Nuclear Energy in Central Europe '98, Proceedings / Ravnik, Matjaž ; Jenčič, Igor ; Žagar, Tomaž (ur.).
Ljubljana: Nuclear Society of Slovenia, 1998. str. 107-113 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
45.Trontl, Krešimir; Baće, Mile; Šmuc, TomislavIncorporation of multi-layer option into QAD-CGGP code // Nuclear Energy in Central Europe '98, Proceedings / Ravnik, Matjaž ; Jenčič, Igor ; Žagar, Tomaž (ur.).
Ljubljana: Nuclear Society of Slovenia, 1998. str. 139-146 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
46.Baće, Mile; Pevec, Dubravko; Šmuc, TomislavReracking Possibilities of the NPP Krško Spent Fuel Pool // Proceedings of the International Conference: Nuclear Option in Countries with Small and Medium Energy Grid / Knapp, Vladimir ; Čavlina, Nikola. (ur.).
Zagreb: Hrvatsko nuklearno društvo, 1998. str. 365-371 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
47.Šmuc, Tomislav; Pevec, Dubravko; Bilić, TeaEquilibrium cycles of NPP Krško after power uprate // Proceedings of the International Conference: Nuclear Option in Countries with Small and Medium Grid / Knapp, Vladimir ; Čavlina, Nikola. (ur.).
Zagreb: Hrvatsko nuklearno društvo, 1998. str. 211-218 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
48.Trontl, Krešimir; Baće, Mile; Šmuc, TomislavIncorporation of multi-layer option into QAD-CGGP code // Proceedings of the 5th Regional Meeting : Nuclear Energy in Central Europe / Ravnik, M. ; Jenčić, I. ; Žagar, T. (ur.).
Ljubljana: Nuclear Society of Slovenia, 1998. str. 139-146 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
49.Bilić, Tea; Pevec, Dubravko; Šmuc, TomislavInvestigating a possibility to implement 24-month cycle in NPP Krško // Proceedings of the 5th Regional Meeting : Nuclear Energy in Central Europe / Ravnik, M. ; Jenčić, I. ; Žagar, T. (ur.).
Ljubljana: Nuclear Society of Slovenia, 1998. str. 107-114 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
50.Baće, Mile; Pevec, Dubravko; Šmuc, TomislavImpact of Burnup on the NPP Krško Spent Fuel Pool Criticality // Proceedings of 4th Regional Meeting Nuclear Energy in Central Europe / Mavko, Borut ; Cizelj, Leon (ur.).
Bled, Slovenija: Nuclear Society of Slovenia, 1997. str. 331-337 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
51.Baće, Mile; Pevec, Dubravko; Šmuc, TomislavImpact of burnup credit on the NPP Krško spent fuel pool criticality // Proceedings of the 4th Regional Meeting : Nuclear Energy in Central Europe / Maučec, M. (ur.).
Ljubljana: Nuclear Society of Slovenia, 1997. str. 1-7 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
52.Bernnat, Wolfgang; Lutz, Dietrich; Pevec, Dubravko; Šmuc, TomislavGeneration of group constants for NPP Krško using RSYST code package // Proceedings of International Conference : Nuclear Option in Countries with Small and Medium Electricity Grid / Knapp, Vladimir ; Čavlina, Nikola (ur.).
Zagreb: Hrvatsko nuklearno društvo, 1996. str. 463-470 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
1.Bošnjak, Matko; Antulov-Fantulin, Nino; Šmuc, Tomislav; Gamberger, DraganConstructing recommender systems workflow templates in RapidMiner // Proceedings of the 2nd RapidMiner Community Meeting and Conference (RCOMM 2011) / Ficher, Simon ; Mierswa, Ingo (ur.).
Aachen: Shaker, 2011. str. 101-112 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), stručni) -
1.Gamberger, Dragan; Lavrač, Nada; Krstačić, Goran; Šmuc, TomislavInconsistency tests for patient records in a coronary heart disease database // Medical Data Analysis / Brause, Rudiger W. ; Hanisch, Ernst (ur.).
Berlin: Springer, 2000. str. 183-189 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
2.Gamberger, Dragan; Krstačić, Goran; Šmuc, TomislavMedical expert evaluation of machine learning results for a coronary heart disease database // Medical Data Analysis / Brause, Rudiger W. ; Hanisch, Ernst (ur.).
Berlin: Springer, 2000. str. 159-168 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
1.Matulja, Dario; Matijević, Gabrijela; Babić, Sanja; Grbčić, Petra; Bojanić, Krunoslav; Laclef, Sylvain; Jović, Ozren; Šmuc, Tomislav; Car, Iris; Sedić, Mirela et al.Bioprospecting of the Adriatic coral Eunicella cavolini // 28th CROATIAN MEETING OF CHEMISTS & CHEMICAL ENGINEERS / Rogošić, Marko (ur.).
Zagreb: Hrvatsko društvo kemijskih inženjera i tehnologa (HDKI), 2023. str. 101-101 (poster, međunarodna recenzija, sažetak, znanstveni) -
2.Punčec, Marina; Stepanić, Višnja; Šmuc, TomislavBioactivity potential and druglikeness of natural products from marine organisms // World Aquaculture 21 : Abstract Book
Mérida: World Aquaculture Society, 2022. str. 237-237 (poster, recenziran, sažetak, znanstveni) -
3.Baković, Marija; Martić, Ana; Jurić, Sara; Punčec, Marina; Matijević, Gabrijela; Djedović, Elvis; Šmuc, Tomislav; Roje, Marin; Čož-Rakovac, RozelindraSpirulina sp. – different drying temperatures and it’s biological activity // Book of Abstracts of AlgaEurope 2022
Rim, Italija, 2022. str. 225-225 (poster, međunarodna recenzija, sažetak, znanstveni) -
4.Baković, Marija; Jurić, Sara; Punčec, Marina; Martić, Ana; Matijević, Gabrijela; Djedović, Elvis; Šmuc, Tomislav; Roje, Marin; Čož-Rakovac, RozelindraThe Influence of Different Drying Temperatures on the Phenolic Profile and Biological Activity of the Cyanobacterium Spirulina sp. // Book of Abstracts of 15th World Congress on Polyphenols Applications
Valencia, Španjolska, 2022. str. 80-80 (poster, međunarodna recenzija, sažetak, znanstveni) -
5.Punčec Marina; Stepanić Višnja; Šmuc, TomislavVisual Analytics of Structure-Activity Relationships of Natural Products and Drugs // Computational Chemistry Day 2022 : Book of Abstracts
Zagreb: Ruđer Bošković Institute, 2022. str. 35-35 (poster, domaća recenzija, sažetak, znanstveni) -
6.Lučić, Bono; Stepanić, Višnja; Fa, Dionizije; Jović, Ozren; Lipić, Tomislav; Šmuc, TomislavPossibility of discrimination between approved and withdrawn drugs using multivariate classification structure-property models based on molecular descriptors // Math/Chem/Comp 2022 and 33rd MC2 Conference : Book of Abstracts / Vančik, Hrvoj ; Cioslowski, Jerzy ; Namjesnik, Danijel (ur.).
Zagreb: Hrvatsko kemijsko društvo, 2022. str. 21-21 (predavanje, recenziran, sažetak, znanstveni) -
7.Stepanić, Višnja; Oršolić, Davor; Pehar, Vesna; Šmuc, TomislavDevelopment of phytotoxic natural molecules as complementary herbicidal agents is supported by machine learning study // Book of Abstracts of 1st international conference "Food & Climate Change" / Šamec, Dunja ; Šarkanj, Bojan ; Sviličić Petrić, Ines (ur.).
Koprivnica, 2021. str. 39-39 (pozvano predavanje, sažetak, znanstveni) -
8.Stepanić, Višnja; Oršolić, Davor; Šmuc, Tomislav(Re)purposing starts virtually by predictive machine-learning models // 27th Croatian Meeting of Chemists and Chemical Engineers and 5th Symposium Vladimir Prelog : Book of Abstracts / Marković, Dean ; Meštrović, Ernest ; Namjesnik, Danijel ; Tomašić, Vesna (ur.).
Zagreb: Hrvatsko kemijsko društvo, 2021. str. 16-16 (pozvano predavanje, recenziran, sažetak, znanstveni) -
9.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) -
10.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) -
11.Antolović, Vlatka; Šmuc, Tomislav; Weber, IgorCluster analysis of the cell migration in Dictyostelium // Dicty 2014, Annual International Dictyostelium Conference / Gräf, Ralph ; Thewes, Sascha ; Beta, Carsten (ur.).
Potsdam: Deutsche Gesellschaft für Zellbiologie (DGZ), 2014. str. 64-64 (poster, međunarodna recenzija, sažetak, ostalo) -
12.Antolović, Vlatka; Šmuc, Tomislav; Weber, Igor.Characterizing cell migration in actin cytoskeleton mutants of Dictyostelium discoideum // The 14th International ELMI Meeting / Bakke, Oddmund ; Stenmark, Harald (ur.).
Oslo, 2014. str. 133-134 (poster, međunarodna recenzija, sažetak, znanstveni) -
13.Antolović, Vlatka; Šmuc, Tomislav; Weber, IgorCharacterizing the movement of different actin cytoskeleton mutants of Dictyostelium discoideum // Computational Biology and Innovation Symposium
Dublin, 2013. str. 38-38 (poster, međunarodna recenzija, sažetak, znanstveni) -
14.Čož-Rakovac, Rozelinda; Fazio, Francesco; Šmuc, Tomislav; Topić Popović, Natalija; Strunjak- Perović, Ivančica; Sauerborn Klobučar, Roberta; Piccione, Giuseppe; Faggio, CaterinaBlood biochemical approach in differentiation of Adriatic and Tyrrhenian mullet populations (Genus Mugil Linnaeus, 1758) // Book of Abstracts, 48th CROATIAN AND 8th INTERNATIONAL SYMPOSIUM ON AGRICULTURE / Marić, S ; Lončarić, Z (ur.).
Osijek: Poljoprivredni fakultet Sveučilišta Josipa Jurja Strossmayera u Osijeku, 2013. str. 228-229 (predavanje, međunarodna recenzija, sažetak, znanstveni) -
15.Čolak, Slavica; Čož-Rakovac, Rozelinda; Šmuc, Tomislav; Lovrinov, Mario; Topić Popović, Natalija; Strunjak-Perović, Ivančica; Barišić, Josip; Jadan, Margita; Beer Ljubić, Blanka; Šimpraga, Miljenko et al.Biokemijski profil hemolimfe triju vrsta dekapodnih rakova // Proceedings/Book of Abstracts. 47 Croatian and 7 International Symposium on Agriculture / Pospišil, Milan (ur.).
Zagreb: Luna Grafika, 2012. str. 154-155 (predavanje, međunarodna recenzija, sažetak, znanstveni) -
16.Čož-Rakovac, Rozelinda; Strunjak-Perović, Ivančica; Topić Popović, Natalija; Šmuc, Tomislav; Jadan, Margita; Čolak, Slavica; Lovrinov, Mario; Milina, Ana; Barišić, JosipDiscrimination between shade fish physiological profile based on blood biochemistry using statistical classification models // Book of Abstracts ; 46th Croatian & 6th International Symposium on Agriculture / Milan Pospišil (ur.).
Zagreb: Agronomski fakultet Sveučilišta u Zagrebu, 2011. str. 173-176 (predavanje, međunarodna recenzija, sažetak, znanstveni) -
17.Vojta, Aleksandar; Šmuc, Tomislav; Radin, Lada; Shek-Vugrovečki, Ana; Šimpraga, MiljenkoSignificance and calculation of reference intervals for blood analytes in organically raised small ruminants // International Meeting of Croatian Physiological Society, Abstract Book / Mihalj M. ; Novak S. (ur.).
Zagreb: Hrvatsko društvo fiziologa, 2011. str. 29-29 (predavanje, međunarodna recenzija, sažetak, znanstveni) -
18.Čolak, Slavica; Čož-Rakovac, Rozelinda; Šmuc, Tomislav; Lovrinov, Mario; Topić Popović, Natalija; Strunjak-Perović, Ivančica; Jadan, Margita; Barišić, Josip; Beer Ljubić, Blanka; Šimpraga, Miljenko; Aničić, IvicaHaemolymph biochemistry profile of lobster Palinurus elephas (Fabricius, 1787) after exposure to emersion // 15th International Conference on Diseases of Fish and Shellfish : Abstract book / EAFP (ur.).
Split: Dalmacijapapir publishing house, 2011. str. 281-281 (poster, sažetak, znanstveni) -
19.Supek, Fran; Škunca, Nives; Šmuc, TomislavRedundancy Elimination and Visualization of Gene Ontology Term Lists // ISMB & ECCB 2009
Stockholm, Švedska, 2009. (poster, međunarodna recenzija, sažetak, znanstveni) -
20.Skunca, Nives; Supek, Fran; Smuc, Tomislav; Panov, Pance; Dzeroski, SasoFunctional annotation of orthologous groups by using hierarchical multi label classification // ISMB & ECCB 2009
Stockholm, Švedska, 2009. (poster, međunarodna recenzija, sažetak, znanstveni) -
21.Supek, Fran; Šmuc, Tomislav; Repar, Jelena; Škunca, NivesGORBI: Web application for the prediction of a protein's functional context // The 3rd Adriatic Meeting on Computational Solutions in the Life Sciences - Book of Abstracts / Babić, Darko ; Došlić, Nađa ; Smith, David ; Tomić, Sanja ; Vlahoviček, Kristian (ur.).
Zagreb: Institute of Computational Life Sciences (ICLS), 2009. str. 76-76 (poster, međunarodna recenzija, sažetak, znanstveni) -
22.Škunca, Nives; Šmuc, Tomislav; Supek, FranREViGO: Redundancy Elimination and Visualization of Gene Ontology Term Lists // The 3rd Adriatic Meeting on Computational Solutions in the Life Sciences - Book of Abstracts / Babić, Darko ; Došlić, Nađa ; Smith, David ; Tomić, Sanja ; Vlahoviček, Kristian (ur.).
Zagreb: Institute of Computational Life Sciences (ICLS), 2009. str. 75-75 (poster, međunarodna recenzija, sažetak, znanstveni) -
23.Čož-Rakovac, Rozelinda; Strunjak-Perović, Ivančica; Topić Popović, Natalija; Šmuc, Tomislav; Jadan, Margita; Galetović, Sonja; Čolak, Slavica; Lovrinov, Mario; Milina, AnaSeasonal blood chemistry patterns of shade fish Argyrosomus regius // Diseases of Fish and Shellfish ; 14th EAFP International Conference ; Prague, September 14-19, 2009 / EAFP Committee (ur.).
Prag: HALAMA Publishing House, 2009. str. 287-287 (poster, sažetak, znanstveni) -
24.Škunca, Nives; Supek, Fran; Repar, Jelena; Šmuc, TomislavEvaluation of intergene distances across bacterial species // ECCB 2008 Proceedings
Cagliari, Italija, 2008. (poster, međunarodna recenzija, sažetak, znanstveni) -
25.Supek, Fran; Kralj, Marijeta; Žinić, Biserka; Šmuc, TomislavComputational analysis of in vitro screening data highlights an atypical cytostatic mechanism of a cytosine derivative // ECCB 2008 Proceedings
Cagliari, Italija, 2008. (poster, međunarodna recenzija, sažetak, znanstveni) -
26.Repar, Jelena; Škunca, Nives; Supek, Fran; Šmuc, TomislavAn XML format for peptide datasets // ECCB'08 European Conference on Computational Biology
Cagliari, Italija, 2008. (poster, međunarodna recenzija, sažetak, znanstveni) -
27.Pevec, Dubravko; Baće, Mile; Šmuc, Tomislav; Ječmenica, Radomir; Trontl, KrešimirNeutroničko modeliranje nuklearnog goriva koje sadrži integralne sagorive apsorbere // Knjiga sažetaka 5. znanstvenog skupa Hrvatskog fizikalnog društva
Primošten, Hrvatska, 2007. str. 121-121 (poster, domaća recenzija, sažetak, znanstveni) -
28.Jelaković, Bojan; Pećin, I.; Željković-Vrkić, T.; Dika, Živka; Laganović, Mario; Kos, Josip; Jovanović, Aleksandar; Boršo, Gordana; Kuzmanic, Duško; Šmuc, TomislavEducation and income as determinants for blood pressure value and hypertension prevalence in Croatia. EHUH study results // Abstracts of the ..... ; u: Journal of Hypertension 24 (2006) (S4), 2006. str. 347-347 (poster, međunarodna recenzija, sažetak, ostalo)
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29.Jelaković, Bojan; Željković-Vrkić, T.; Pećin, I.; Jovanović, Aleksandar; Podobnik, D.; Šmuc, Tomislav; Gamberger, Dragan; Laganović, Mario; Dika, Živka; Boršo, Gordana; Kuzmanić, DuškoEpidemiology of hypertension in Croatia. EHUH study // Abstracts of the ..... ; u: Journal of hypertension 24 (2006) (S4), 2006. str. 242-242 (poster, međunarodna recenzija, sažetak, stručni)
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30.Supek, Fran; Šmuc, TomislavPredicting Gene Ontology Categories from Heterogeneous Genomic Data // 4th European Conference on Computational Biology (ECCB 2005) Programme and Abstracts Book / Valencia, Alfonso ; Guigó, Roderic ; Morán, Federico (ur.).
Madrid, 2005. (poster, međunarodna recenzija, sažetak, znanstveni) -
31.Laganović M; Jelaković, Bojan; Kuzmanić D; Boršo G; Rončević T; Vdović M; Željković T; Kašner M; Šmuc, Tomislav; Gamberger, DraganBLOOD PRESSURE-KIDNEY VOLUME RELATIONSHIP IN ESSENTIAL HYPERTENSION: P2.242. // Journal of Hypertension, Supplement, 2004. str. s220-s220 (poster, sažetak, stručni)
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32.Kašner Mario; Jelaković Bojan; Laganović Mario; Kuzmanić Duško; Boršo Gordana; Željković Tajana; Rončević Tomislav; Šmuc Tomislav; Gamberger Dragan; Rončević PavleSerum uric acid is apart to the metabolic syndrome ralated to the seru aldosterone concentration in essential hypertension // Journal of Hypertension, Supplement
Milano, Italija, 2003. (predavanje, međunarodna recenzija, sažetak, znanstveni) -
33.Baće, Mile; Pevec, Dubravko; Šmuc, Tomislav; Trontl, Krešimir; Gergeta, KristijanTehno-ekonomski aspekti ultra dugih radnih ciklusa // Knjiga sažetaka 4 znanstveni sastanak Hrvatskog fizikalnog društva / Kumerički, Krešimir (ur.).
Zagreb: Hrvatsko fizikalno društvo, 2003. str. 85-85 (poster, sažetak, znanstveni) -
34.Desnica, Uroš; Šantić, Branko; Pavlović, Mladen; Desnica-Franković, Ida Dunja; Radić, Nikola; Šmuc, Tomislav; Petrović, BojanDefekti s dubokim novoima i foto-električka svojstva GaAs // Knjiga sažetaka 2. znanstvenog sastanka Hrvatskog fizikalnog društva
Zagreb: Hrvatsko fizikalno društvo, 1999. str. 14-14 (predavanje, domaća recenzija, sažetak, znanstveni) -
1.Čož-Rakovac, Rozelinda; Babić, Sanja; Topić Popović, Natalija; Šmuc, TomislavDetermination of bioactive potential of brown alga Padina pavonica from the Adriatic Sea // XX International Symposium on Fish Nutrition and Feeding Towards Precision Fish Nutrition and Feeding (ISFNF)
Sorrento, Italija, 2022. (poster, neobjavljeni rad, znanstveni) -
2.Stepanić, Višnja; Oršolić, Davor; Šmuc, TomislavMachine learning in chemical compound space // Mini-simpozij Hrvatskog kemijskog društva
Rijeka, Hrvatska, 2022. (pozvano predavanje, domaća recenzija, neobjavljeni rad, znanstveni) -
3.Oršolić, Davor; Lučić, Bono; Stepanić, Višnja; Šmuc, TomislavPrediction of Drug-Kinase Binding Affinities with Focus on Conserved Protein Kinase Domain // ISMB/ECCB 2021 (29th Annual Conference)
Virtual Event, 2021. (poster, međunarodna recenzija, neobjavljeni rad, znanstveni) -
4.Grubišić, Ivan; Lipić, Tomislav; Mesić, Benjamin; Šmuc, TomislavBricksND - Benchmark for disentangled concept learning // 5th International Workshop on Data Science (IWDS 2020)
Zagreb, Hrvatska, 2020. (predavanje, pp prezentacija, znanstveni) -
5.Čolak, Slavica; Čož-Rakovac, Roselinda; Šmuc, T.; Lovrinov, Mario; Topić Popović, Natalija; Strunjak-Perović, Iva; Barišić, Josip; Jadan, Margita; Beer Ljubić, B.; Šimpraga, M. et al.Biokemijski profil hemolimfe triju vrsta dekapodnih rakova // 47. Croatian and 7. International Symposium on Agriculture
Opatija, Hrvatska, 2012. (poster, sažetak, znanstveni) -
6.Pecin, I.; Zeljković-Vrkić, T.; Dika, Z.; Laganovic, M.; Kos, J.; Borso, G.; Kuzmanić, D.; Smuc, T.; Gamberger, D.; Jelaković, B.Differences in obesity and hypertension between continental and mediterranean Croatian regions. EHUH study results, 2007. str. s201-s201 (poster, sažetak, stručni)
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1.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) -
1.Piškorec, MatijaStatističko zaključivanje o egzogenome i endogenome širenju informacija u društvenim mrežama, 2019., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb
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2.Antulov-Fantulin, NinoStatistical inference algorithms for epidemic processes on complex networks, 2015., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb
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3.Supek, FranDetecting natural selection for translational efficiency in bacterial and archaeal genomes: a machine learning approach, 2010., doktorska disertacija, Prirodoslovno-matematički fakultet, Zagreb
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4.Trontl, KrešimirPrimjena regresijskog modela s potpornim vektorima u proračunu reaktorskog štita, 2008., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb
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1.Pevec, Dubravko; Šmuc, Tomislav; Grgić, Davor; Trontl, Krešimir; Ječmenica, Radomir; Gergeta, Kristijan; Matijević, MarioUpgrade of FUMACS Code Package for Modeling of NGF and Gadolinium, Final Report, 2009. (elaborat/studija).
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2.Stojanovski, Jadranka; Zorc, Hrvoje; Pećar-Ilić, Jadranka; Šmuc, Tomislav; Bronić, Josip; Pintar, Ivan; Skala, KaroljStrategija razvoja mrežnih stranica Instituta Ruđer Bošković, 2002. (podatak o recenziji nije dostupan, elaborat/studija).
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3.Pevec, Dubravko; Baće, Mile; Ječmenica, Radomir; Trontl, Krešimir; Šmuc, Tomislav; Grgić, DavorModernizacija paketa računalskih programa FUMACS, 2000. (elaborat/studija).
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4.Pevec, Dubravko; Šmuc, Tomislav; Ječmenica, Radomir; Trontl, KrešimirAnaliza 24 mjesečnog radnog ciklusa NE Krško u uvjetima povećanja snage, 1998. (elaborat/studija).
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5.Pevec, Dubravko; Baće, Mile; Šmuc, Tomislav; Ječmenica, Radomir; Trontl, KrešimirRazvoj metoda i programa za proračun štitova od nuklearnog zračenja, 1998. (podatak o recenziji nije dostupan, elaborat/studija).
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6.Pevec, Dubravko; Šmuc, Tomislav; Urli, NatkoAnaliza moderatorskog temperaturnog koeficijenta jezgre NE Krško u uvjetima povećanja snage, 1998. (podatak o recenziji nije dostupan, elaborat/studija).
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7.Pevec, Dubravko; Šmuc, Tomislav; Urli, NatkoGospodarenje gorivom u jezgri reaktora NE Krško u uvjetima predviđenog povećanja snage reaktora nakon zamjene parogeneratora, 1998. (podatak o recenziji nije dostupan, elaborat/studija).
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8.Baće, Mile; Grgić, Davor; Jakopec, S.; Knapp, Vladimir; Kulišić, Petar; Petković, Tomislav; Pevec, Dubravko; Šmuc, TomislavAnaliza, provjera i proračun štitova za odlaganje radioaktivnog otpada, 1989. (podatak o recenziji nije dostupan, elaborat/studija).
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9.Baće, Mile; Knapp, Vladimir; Kulišić, Petar; Pevec, Dubravko; Jakopec, S.; Šmuc, TomislavProračun štita za gama zračenje iz srednje aktivnog otpada nuklearne elektrane, 1987. (podatak o recenziji nije dostupan, ekspertiza).
