Pregled po CROSBI profilu: Tomislav Šmuc (CROSBI Profil: 27910, MBZ: 136501)
Pronađeno 152 radova
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1.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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2.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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3.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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4.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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5.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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6.Kulikovskikh, Ilona; Lipić, Tomislav; Šmuc, TomislavFrom Knowledge Transmission to Knowledge Construction: A Step towards Human-Like Active Learning // Entropy (Basel. Online), 22 (2020), 8; 1-11 doi:10.3390/e22080906 (međunarodna recenzija, članak, znanstveni)
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7.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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8.Piškorec, MatijaStatističko zaključivanje o egzogenome i endogenome širenju informacija u društvenim mrežama, 2019., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb
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9.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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10.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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11.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 -
12.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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13.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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14.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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15.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) -
16.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) -
17.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) -
18.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) -
19.(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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20.Matija Piškorec, Nino Antulov-Fantulin, Iva Miholić, Tomislav Šmuc, Mile ŠikićInference of influence in social networks // CompleNet 2017
Dubrovnik, Hrvatska, 2017. 82, 1 (predavanje, međunarodna recenzija, sažetak, znanstveni) -
21.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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22.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, Porto, Portugal, September 7, 2015, Revised Selected Papers
Porto, Portugal: Springer International Publishing, 2016. str. 125-143 doi:10.1007/978-3-319-39315-5_9 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
23.Mihelčić, Matej; Šmuc, TomislavInterSet: Interactive Redescription Set Exploration // Discovery Science 19th International Conference, DS 2016, Bari, Italy, October 19– 21, 2016, Proceedings / Calders, Toon ; Ceci, Michelangelo ; Malerba, Donato (ur.).
Bari, Italija: Springer International Publishing, 2016. str. 35-50 doi:10.1007/978-3-319-46307-0_3 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
24.Vidulin, Vedrana; Brbić, Maria; Supek, Fran; Šmuc, TomislavEvaluation of fusion approaches in large-scale bio-annotation setting // 4th Workshop on Machine Learning in Life Science / Ksieniewicz, Pawel (ur.).
Riva del Garda, Italy, 2016. str. 37-51 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
25.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)
