Pregled po CROSBI profilu: Tomislav Šmuc (CROSBI Profil: 27910, MBZ: 136501)
Pronađeno 174 radova
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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.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 -
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, 112 (2023), 2; 459-481 doi:10.1007/s10994-021-05979-8 (međunarodna recenzija, članak, znanstveni)
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4.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) -
5.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) -
6.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) -
7.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) -
8.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) -
9.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) -
10.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) -
11.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) -
12.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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13.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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14.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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15.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) -
16.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) -
17.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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18.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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19.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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20.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) -
21.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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22.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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23.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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24.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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25.Piškorec, MatijaStatističko zaključivanje o egzogenome i endogenome širenju informacija u društvenim mrežama, 2019., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb
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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)
