Pregled po CROSBI profilu: Tomislav Šmuc (CROSBI Profil: 27910, MBZ: 136501)
Pronađeno 160 radova
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1.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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2.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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3.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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4.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) -
5.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: Croatian Chemical Society, 2021. str. 16-16 (pozvano predavanje, recenziran, sažetak, znanstveni) -
6.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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7.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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8.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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9.Fernandes, Sofia; Fanaee‑T, Hadi; Gama, João; Tišljarić, Leo; Šmuc, TomislavWINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks // Machine learning (2021) doi:10.1007/s10994-021-05979-8 (međunarodna recenzija, online first)
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10.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) -
11.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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12.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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13.Mihelčić, Matej; Šmuc, Tomislav; Supek, FranPatterns of diverse gene functions in genomic neighborhoods predict gene function and phenotype // Scientific reports, 9 (2019), 1; 1-16 doi:10.1038/s41598-019-55984-0 (međunarodna recenzija, članak, znanstveni)
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14.Piškorec, MatijaStatističko zaključivanje o egzogenome i endogenome širenju informacija u društvenim mrežama, 2019., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb
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15.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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16.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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17.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 International Publishing, 2018. str. 292-307 doi:10.1007/978-3-030-01771-2_19 -
18.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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19.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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20.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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21.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 International Publishing, 2017. str. 1015-1027 doi:10.1007/978-3-319-72150-7_82 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
22.Piškorec, Matija; Šmuc, Tomislav; Šikić, MileDifferentiating between Exogenous and Endogenous Information Propagation in Social Networks // Second International Workshop on Data Science
Zagreb, Hrvatska, 2017. str. 39-41 (poster, međunarodna recenzija, sažetak, ostalo) -
23.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, Makedonija, 2017. str. 1-11 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
24.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, Makedonija: Springer International Publishing, 2017. str. 373-377 doi:10.1007/978-3-319-71273-4_34 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
25.(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)
