Pregled po CROSBI profilu: Tomislav Šmuc (CROSBI Profil: 27910, MBZ: 136501)

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, Tomislav

Rules, 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

doi link.springer.com

3.

Fernandes, Sofia; Fanaee‑T, Hadi; Gama, João; Tišljarić, Leo; Šmuc, Tomislav

WINTENDED: 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)

Pristup cjelovitom tekstu rada doi www.researchgate.net link.springer.com

4.

Punčec, Marina; Stepanić, Višnja; Šmuc, Tomislav

Bioactivity 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)

wasblobstorage.blob.core.windows.net

5.

Baković, Marija; Martić, Ana; Jurić, Sara; Punčec, Marina; Matijević, Gabrijela; Djedović, Elvis; Šmuc, Tomislav; Roje, Marin; Čož-Rakovac, Rozelindra

Spirulina 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, Rozelindra

The 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, Tomislav

Determination 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, Tomislav

Visual 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)

ccd2022.irb.hr

9.

Lučić, Bono; Stepanić, Višnja; Fa, Dionizije; Jović, Ozren; Lipić, Tomislav; Šmuc, Tomislav

Possibility 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)

mcc.hkd.hr

10.

Stepanić, Višnja; Oršolić, Davor; Šmuc, Tomislav

Machine learning in chemical compound space // Mini-simpozij Hrvatskog kemijskog društva
Rijeka, Hrvatska, 2022. (pozvano predavanje, domaća recenzija, neobjavljeni rad, znanstveni)

www.biotech.uniri.hr

11.

Oršolić, Davor; Lučić, Bono; Stepanić, Višnja; Šmuc, Tomislav

Prediction 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, Tomislav

Approaches for Multi-View Redescription Mining // IEEE access, 9 (2021), 19356-19378 doi:10.1109/access.2021.3054245 (međunarodna recenzija, članak, znanstveni)

doi ieeexplore.ieee.org ieeexplore.ieee.org fulir.irb.hr

13.

Jović, Ozren; Šmuc, Tomislav

Search 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)

doi www.mdpi.com doi.org fulir.irb.hr

14.

Vlainić, Josipa; Jović, Ozren; Kosalec, Ivan; Vugrek, Oliver; Čoz-Rakovac, Rozelindra; Šmuc, Tomislav

In 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)

doi www.mdpi.com fulir.irb.hr

15.

Stepanić, Višnja; Oršolić, Davor; Pehar, Vesna; Šmuc, Tomislav

Development 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)

perspire.eu

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)

27hskiki.hkd.hr

17.

Matulja, Dario; Grbčić, Petra; Bojanić, Krunoslav; Topić-Popović, Natalija; Čož-Rakovac, Rozelindra; Laclef, Sylvain; Šmuc, Tomislav; Jović, Ozren; Marković, Dean; Pavelić Kraljević, Sandra

Chemical 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)

doi www.mdpi.com fulir.irb.hr doi.org

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)

doi www.nature.com doi.org fulir.irb.hr

19.

Oršolić, Davor; Pehar, Vesna; Šmuc, Tomislav; Stepanić, Višnja

Comprehensive 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)

doi www.nature.com doi.org fulir.irb.hr

20.

Grubišić, Ivan; Lipić, Tomislav; Mesić, Benjamin; Šmuc, Tomislav

BricksND - Benchmark for disentangled concept learning // 5th International Workshop on Data Science (IWDS 2020)
Zagreb, Hrvatska, 2020. (predavanje, pp prezentacija, znanstveni)

fulir.irb.hr fulir.irb.hr fulir.irb.hr

21.

Jović, Ozren; Šmuc, Tomislav

Combined 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)

doi www.mdpi.com fulir.irb.hr

22.

Kulikovskikh, Ilona; Lipić, Tomislav; Šmuc, Tomislav

From 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)

doi www.mdpi.com fulir.irb.hr

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)

doi genomebiology.biomedcentral.com

24.

Mihelčić, Matej; Šmuc, Tomislav; Supek, Fran

Patterns 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)

Pristup cjelovitom tekstu rada doi www.nature.com www.biorxiv.org

25.

Piškorec, Matija

Statističko zaključivanje o egzogenome i endogenome širenju informacija u društvenim mrežama, 2019., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb

Pristup cjelovitom tekstu rada urn.nsk.hr

26.

Kulikovskikh, Ilona; Prokhorov, Sergej; Lipić, Tomislav; Legović, Tarzan; Šmuc, Tomislav

BioGD: Bio-inspired robust gradient descent // PLoS One, 14 (2019), 7; e0219004, 19 doi:10.1371/journal.pone.0219004 (međunarodna recenzija, članak, znanstveni)

doi journals.plos.org

27.

Piškorec, Matija; Šmuc, Tomislav; Šikić, Mile

Disentangling Sources of Influence in Online Social Networks // IEEE access, 7 (2019), 131692-131704 doi:10.1109/access.2019.2940762 (međunarodna recenzija, članak, znanstveni)

doi ieeexplore.ieee.org doi.org fulir.irb.hr

28.

Mihelčić, Matej; Džeroski, Sašo; Šmuc, Tomislav

Extending 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

doi link.springer.com

29.

Mihelčić, Matej; Šmuc, Tomislav

Targeted and contextual redescription set exploration // Machine learning, 107 (2018), 11; 1809-1846 doi:10.1007/s10994-018-5738-9 (međunarodna recenzija, članak, znanstveni)

doi link.springer.com

30.

Vidulin, Vedrana; Šmuc, Tomislav; Džeroski, Sašo; Supek, Fran

The 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)

doi microbiomejournal.biomedcentral.com link.springer.com

31.

Mihelčić, Matej; Džeroski, Sašo; Lavrač, Nada; Šmuc, Tomislav

Redescription 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)

doi link.springer.com

32.

Piškorec, Matija; Antulov-Fantulin, Nino; Miholić, Iva; Šmuc, Tomislav; Šikić, Mile

Modeling 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)

doi

33.

Piškorec, Matija; Šmuc, Tomislav; Šikić, Mile

Differentiating 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, Sašo

Phenotype 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)

www.di.uniba.it

35.

Brbić, Maria; Piškorec, Matija; Vidulin, Vedrana; Kriško, Anita; Šmuc, Tomislav; Supek, Fran

Phenotype 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)

doi ecmlpkdd2017.ijs.si

36.

(Alzheimer’s Disease Neuroimaging Initiative) Mihelčić, Matej; Šimić, Goran; Babić Leko, Mirjana; Lavrač, Nada; Džeroski, Sašo; Šmuc, Tomislav

Using 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)

doi journals.plos.org

37.

Matija Piškorec, Nino Antulov-Fantulin, Iva Miholić, Tomislav Šmuc, Mile Šikić

Inference of influence in social networks // CompleNet'17 : Programme with Abstracts
Dubrovnik, Hrvatska, 2017. str. 93-93 (predavanje, međunarodna recenzija, sažetak, znanstveni)

Pristup cjelovitom tekstu rada complenet17.weebly.com

38.

Mihelčić, Matej; Džeroski, Sašo; Lavrač, Nada; Šmuc, Tomislav

A 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)

doi www.sciencedirect.com

39.

Mihelčić, Matej; Džeroski, Sašo; Lavrač, Nada; Šmuc, Tomislav

Redescription 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)

doi link.springer.com

40.

Mihelčić, Matej; Šmuc, Tomislav

InterSet: 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)

doi link.springer.com

41.

Vidulin, Vedrana; Brbić, Maria; Supek, Fran; Šmuc, Tomislav

Evaluation 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)

mlls.kssk.pwr.edu.pl

42.

Brbić, Maria; Piškorec, Matija; Vidulin, Vedrana; Kriško, Anita; Šmuc, Tomislav; Supek, Fran

The 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)

Pristup cjelovitom tekstu rada doi nar.oxfordjournals.org doi.org

43.

Vidulin, Vedrana; Šmuc, Tomislav; Supek, Fran

Extensive Complementarity between Gene Function Prediction Methods // Bioinformatics, 32 (2016), 23; 3645-3653 doi:10.1093/bioinformatics/btw532 (međunarodna recenzija, članak, znanstveni)

doi bioinformatics.oxfordjournals.org

44.

Piškorec, Matija; Sluban, Borut; Šmuc, Tomislav

MultiNets: 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)

link.springer.com

45.

Antulov-Fantulin, Nino

Statistical inference algorithms for epidemic processes on complex networks, 2015., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb

Pristup cjelovitom tekstu rada

46.

Antulov-Fantulin, Nino; Lančić, Alen; Šmuc, Tomislav; Štefančić, Hrvoje; Šikić, Mile

Identification 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)

doi journals.aps.org dx.doi.org

47.

Antulov-Fantulin, Nino; Lančić, Alen; Štefančić, Hrvoje; Šikić, Mile; Šmuc, Tomislav

Statistical 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)

ieeexplore.ieee.org arxiv.org

48.

Vidulin, Vedrana; Šmuc, Tomislav; Supek, Fran

Speed 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)

ds2014.ijs.si

49.

Antulov-Fantulin, Nino; Bošnjak, Matko; Zlatić, Vinko; Grčar, Miha; Šmuc Tomislav

Synthetic 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)

link.springer.com arxiv.org

50.

Piškorec, Matija; Antulov-Fantulin, Nino; Kralj Novak, Petra; Mozetič, Igor; Grčar, Miha; Vodenska, Irena; Šmuc Tomislav

Cohesiveness in Financial News and its Relation to Market Volatility // Scientific Reports, 4 (2014), 5038-1 doi:10.1038/srep05038 (međunarodna recenzija, članak, znanstveni)

doi www.nature.com

51.

Antolović, Vlatka; Šmuc, Tomislav; Weber, Igor

Cluster 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)

dicty2014.de

52.

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)

53.

Mihelčić, Matej; Bošnjak Matko; Antulov-Fantulin Nino; Šmuc Tomislav

Constructing 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

doi

54.

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)

www.informatica.si fulir.irb.hr

55.

Radivojac, Predrag; ...; Škunca, Nives; Supek, Fran; Bošnjak, Matko; ...; Šmuc, Tomislav; ...; Friedberg, Iddo

A large-scale evaluation of computational protein function prediction // Nature methods, 10 (2013), 3; 221-227 doi:10.1038/nmeth.2340 (međunarodna recenzija, članak, znanstveni)

doi www.nature.com

56.

Antolović, Vlatka; Šmuc, Tomislav; Weber, Igor

Characterizing 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)

57.

Gamberger, Dragan; Šmuc, Tomislav

Good 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)

doi www.economics-ejournal.org fulir.irb.hr

58.

Levatić, Jurica; Ćurak, Jasna; Kralj, Marijeta; Šmuc, Tomislav; Osmak, Maja; Supek, Fran

Accurate 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)

Pristup cjelovitom tekstu rada doi pubs.acs.org

59.

Gamberger, Dragan; Lučanin, Dražen; Šmuc, Tomislav

Analysis 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)

60.

Šimpraga, Miljenko; Šmuc, Tomislav; Matanović, Krešimir; Radin, Lada; Shek-Vugrovečki, Ana; Ljubičić, Iva; Vojta, Aleksandar

Reference 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)

doi dx.doi.org www.sciencedirect.com

61.

Čož-Rakovac, Rozelinda; Fazio, Francesco; Šmuc, Tomislav; Topić Popović, Natalija; Strunjak- Perović, Ivančica; Sauerborn Klobučar, Roberta; Piccione, Giuseppe; Faggio, Caterina

Blood 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)

62.

Piškorec Matija; Bošnjak Matko; Šmuc Tomislav

Meta-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)

Pristup cjelovitom tekstu rada

63.

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)

64.

Škunca, Nives; Bošnjak, Matko; Kriško, Anita; Panov, Panče; Džeroski, Sašo; Šmuc, Tomislav; Supek, Fran

Phyletic 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)

doi journals.plos.org fulir.irb.hr gorbi.irb.hr

65.

Gamberger, Dragan; Lučanin, Dražen; Šmuc, Tomislav

Descriptive 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)

66.

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)

Pristup cjelovitom tekstu rada

67.

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)

68.

Ester, Katja; Supek, Fran; Majsec, Kristina; Marjanović, Marko; Lembo, David; Donalisio, Manuela; Šmuc, Tomislav; Jarak, Ivana; Karminski-Zamola, Grace; Kralj, Marijeta

Putative 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)

Pristup cjelovitom tekstu rada doi www.springerlink.com

69.

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)

doi www.emeraldinsight.com

70.

Čož-Rakovac, Rozelinda; Strunjak-Perović, Ivančica; Topić Popović, Natalija; Šmuc, Tomislav; Jadan, Margita; Čolak, Slavica; Lovrinov, Mario; Milina, Ana; Barišić, Josip

Discrimination 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)

71.

Supek, Fran; Šmuc, Tomislav

Distance 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

Pristup cjelovitom tekstu rada www.codonbook.com ukcatalogue.oup.com

72.

Antulov-Fantulin, Nino; Bošnjak, Matko; Žnidaršič, Martin; Grčar, Miha; Morzy, Mikołaj; Šmuc, Tomislav

ECML-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)

73.

Proceedings of the ECML-PKDD 2011 Workshop on Discovery Challenge / Šmuc, Tomislav ; Antulov-Fantulin, Nino ; Morzy, Mikołaj (ur.). Zagreb: Institut Ruđer Bošković, 2011 (zbornik)

74.

Bošnjak, Matko; Antulov-Fantulin, Nino; Šmuc, Tomislav; Gamberger, Dragan

Constructing 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)

75.

Vojta, Aleksandar; Šmuc, Tomislav; Radin, Lada; Shek-Vugrovečki, Ana; Šimpraga, Miljenko

Significance 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)

76.

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, Ivica

Haemolymph 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)

77.

Supek, Fran; Bošnjak, Matko; Škunca, Nives; Šmuc, Tomislav

REVIGO 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)

doi fulir.irb.hr www.plosone.org

78.

Smole, Zlatko; Nikolić, Nela; Supek, Fran; Šmuc, Tomislav; Sbalzarini, Ivo; Kriško, Anita

Proteome 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)

Pristup cjelovitom tekstu rada doi www.ncbi.nlm.nih.gov www.biomedcentral.com doi.org

79.

Supek, Fran; Šumanovac Ramljak, Tatjana; Marjanović, Marko; Buljubašić, Maja; Kragol, Goran; Ilić, Nataša; Šmuc, Tomislav; Zahradka, Davor; Mlinarić-Majerski, Kata; Kralj, Marijeta

Could 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)

Pristup cjelovitom tekstu rada doi www.ncbi.nlm.nih.gov www.sciencedirect.com dx.doi.org

80.

Čož-Rakovac, Rozelinda; Lisičić, Duje; Šmuc, Tomislav; Topić Popović, Natalija; Strunjak-Perović, Ivančica; Jadan, Margita; Tadić, Zoran; Jug Dujaković, Jurica

Classification 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)

Pristup cjelovitom tekstu rada www.bioone.org dx.doi.org

81.

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)

82.

Budimir, Ana; Šmuc, Tomislav; Weitner, Tin; Batinić-Haberle, Ines; Biruš, Mladen

Thermodynamics 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)

doi www.tandfonline.com

83.

Supek, Fran

Detecting natural selection for translational efficiency in bacterial and archaeal genomes: a machine learning approach, 2010., doktorska disertacija, Prirodoslovno-matematički fakultet, Zagreb

84.

Supek, Fran; Šmuc, Tomislav

On 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)

doi www.genetics.org www.genetics.org

85.

Supek, Fran; Škunca, Nives; Repar, Jelena; Vlahoviček, Kristian; Šmuc, Tomislav

Translational Selection Is Ubiquitous in Prokaryotes // Plos genetics, 6 (2010), 6; e1001004, 13 doi:10.1371/journal.pgen.1001004 (međunarodna recenzija, članak, znanstveni)

doi journals.plos.org www.plosgenetics.org

86.

Trontl, Krešimir; Šmuc, Tomislav; Pevec, Dubravko

Learning 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

87.

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)

88.

Gredičak, Matija; Supek, Fran; Kralj, Marijeta, Majer, Zsuzsa; Hollosi, Miklos; Šmuc, Tomislav; Mlinarić-Majerski, Kata; Horvat, Štefica

Computational 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)

doi www.springerlink.com doi.org

89.

Pevec, Dubravko; Šmuc, Tomislav; Grgić, Davor; Trontl, Krešimir; Ječmenica, Radomir; Gergeta, Kristijan; Matijević, Mario

Upgrade of FUMACS Code Package for Modeling of NGF and Gadolinium, Final Report, 2009. (elaborat/studija).

90.

Supek, Fran; Škunca, Nives; Šmuc, Tomislav

Redundancy Elimination and Visualization of Gene Ontology Term Lists // ISMB & ECCB 2009
Stockholm, Švedska, 2009. (poster, međunarodna recenzija, sažetak, znanstveni)

91.

Skunca, Nives; Supek, Fran; Smuc, Tomislav; Panov, Pance; Dzeroski, Saso

Functional annotation of orthologous groups by using hierarchical multi label classification // ISMB & ECCB 2009
Stockholm, Švedska, 2009. (poster, međunarodna recenzija, sažetak, znanstveni)

92.

Supek, Fran; Šmuc, Tomislav; Repar, Jelena; Škunca, Nives

GORBI: 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)

Pristup cjelovitom tekstu rada

93.

Škunca, Nives; Šmuc, Tomislav; Supek, Fran

REViGO: 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)

94.

Čož-Rakovac, Rozelinda; Strunjak-Perović, Ivančica; Topić Popović, Natalija; Šmuc, Tomislav; Jadan, Margita; Galetović, Sonja; Čolak, Slavica; Lovrinov, Mario; Milina, Ana

Seasonal 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)

95.

Rios-Morales, Ruth; Gamberger, Dragan; Šmuc, Tomislav; Azuaje, Francisco

Innovative 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)

doi www.sciencedirect.com doi.org

96.

Čož-Rakovac, Rozelinda; Topić Popović, Natalija; Šmuc, Tomislav; Strunjak-Perović, Ivančica; Jadan, Margita

Classification 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)

doi www.springerlink.com

97.

Krstačić, Goran; Gamberger, Dragan; Krstačić, Antonija; Šmuc, Tomislav; Miličić, Davor

The 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)

cinc.mit.edu

98.

Trontl, Krešimir

Primjena regresijskog modela s potpornim vektorima u proračunu reaktorskog štita, 2008., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb

99.

Trontl, Krešimir; Pevec, Dubravko; Šmuc, Tomislav

Machine 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)

doi www.hindawi.com fulir.irb.hr

100.

Škunca, Nives; Supek, Fran; Repar, Jelena; Šmuc, Tomislav

Evaluation of intergene distances across bacterial species // ECCB 2008 Proceedings
Cagliari, Italija, 2008. (poster, međunarodna recenzija, sažetak, znanstveni)

Pristup cjelovitom tekstu rada www.eccb08.org