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Tomislav Šmuc
(136501)

 
 
 
Verzija za printanje   
 
  Uredničke knjige
 

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).
Vrh
 
  Poglavlja u knjizi
 

1. 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 International Publishing, 2018. Str. 292-307. URL link to work

2. 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. prilozen text radaURL link to work

3. 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 : Nova Science Publishers, Inc., 2010. Str. 427-462.
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  Izvorni znanstveni i pregledni radovi u CC časopisima
 

1. Cichońska, Anna; Ravikumar, Balaguru; Allaway, Robert J.; Wan, Fangping; Park, Sungjoon; Isayev, Olexandr; Li, Shuya; Mason, Michael; Lamb, Andrew; Tanoli, Ziaurrehman; Jeon, Minji; Kim, Sunkyu; Popova, Mariya; Capuzzi, Stephen; Zeng, Jianyang; Dang, Kristen; Koytiger, Gregory; Kang, Jaewoo; Wells, Carrow I.; Willson, Timothy M.; The IDG-DREAM Drug-Kinase Binding Prediction Challenge Consortium; Oršolić, Davor; Lučić, Bono; Stepanić, Višnja; Šmuc, Tomislav; Oprea, Tudor I.; Schlessinger, Avner; Drewry, David H.; Stolovitzky, Gustavo; Wennerberg, Krister; Guinney, Justin; Aittokallio, Tero.
Crowdsourced mapping of unexplored target space of kinase inhibitors. // Nature communications. 12 (2021) ; (članak, znanstveni). URL link to workURL link to work

2. Matulja, Dario; Grbčić, Petra; Bojanić, Krunoslav; Topić-Popović, Natalija; Čož-Rakovac, Rozelindra; Laclef, Sylvain; Šmuc, Tomislav; Jović, Ozren; Marković, Dean; Pavelić, Sandra Kraljević.
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; (članak, znanstveni). URL link to workURL link to work

3. Oršolić, Davor; Pehar, Vesna; Šmuc, Tomislav; Stepanić, Višnja.
Comprehensive machine learning based study of the chemical space of herbicides. // Scientific reports. 11 (2021) ; (članak, znanstveni). URL link to workURL link to work

4. Jović, Ozren; Šmuc, Tomislav.
Combined Machine Learning and Molecular Modelling Workflow for the Recognition of Potentially Novel Fungicides. // Molecules. 25 (2020) , 9; (članak, znanstveni). URL link to workURL link to work

5. 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; 1-11 (članak, znanstveni). URL link to workURL link to work

6. 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; (članak, znanstveni). URL link to workURL link to work

7. Mihelčić, Matej; Šmuc, Tomislav; Supek, Fran.
Patterns of diverse gene functions in genomic neighborhoods predict gene function and phenotype. // Scientific reports. 9 (2019) , 1; 1-16 (članak, znanstveni). prilozen text radaURL link to workURL link to work

8. Piškorec, Matija; Šmuc, Tomislav; Šikić, Mile.
Disentangling Sources of Influence in Online Social Networks. // IEEE access. 7 (2019) ; 131692-131704 (članak, znanstveni). URL link to workURL link to work

9. 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 (članak, znanstveni). URL link to workURL link to work

10. Mihelčić, Matej; Šmuc, Tomislav.
Targeted and contextual redescription set exploration. // Machine Learning. 107 (2018) , 11; 1809-1846 (članak, znanstveni). URL link to workURL link to work

11. Vidulin, Vedrana; Šmuc, Tomislav; Džeroski, Sašo; Supek, Fran.
The evolutionary signal in metagenome phyletic profiles predicts many gene functions. // Microbiome. 6 (2018) , 1; (članak, znanstveni). URL link to workURL link to work

12. Mihelčić, Matej; Džeroski, Sašo; Lavrač, Nada; Šmuc, Tomislav.
A framework for redescription set construction. // Expert systems with applications. 68 (2017) ; 196-215 (članak, znanstveni). URL link to workURL link to work

13. 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 (članak, znanstveni). prilozen text radaURL link to workURL link to work

14. Vidulin, Vedrana; Šmuc, Tomislav; Supek, Fran.
Extensive Complementarity between Gene Function Prediction Methods. // Bioinformatics. 32 (2016) , 23; 3645-3653 (članak, znanstveni). URL link to workURL link to work

15. 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) ; 248701-1-248701-5 (članak, znanstveni). URL link to workURL link to work

16. 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) ; (članak, znanstveni). URL link to workURL link to work

17. 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 (članak, znanstveni). prilozen text radaURL link to workURL link to work

18. 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 (članak, znanstveni). URL link to workURL link to work

19. 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 (članak, znanstveni). URL link to workURL link to work

20. 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 (članak, znanstveni). prilozen text radaURL link to workURL link to work

21. 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 (članak, znanstveni). prilozen text radaURL link to work

22. 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) ; (članak, znanstveni). prilozen text radaURL link to workURL link to work

23. 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 (članak, znanstveni). prilozen text radaURL link to workURL link to work

24. 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 (članak, znanstveni). URL link to workURL link to work

25. 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 (članak, znanstveni). URL link to workURL link to work

26. Supek, Fran; Škunca, Nives; Repar, Jelena; Vlahoviček, Kristian; Šmuc, Tomislav.
Translational Selection Is Ubiquitous in Prokaryotes. // Plos genetics. 6 (2010) , 6; (članak, znanstveni). URL link to workURL link to work

27. Supek, Fran; Šmuc, Tomislav.
On Relevance of Codon Usage to Expression of Synthetic and Natural Genes in Escherichia coli. // Genetics. 185 (2010) ; 1129-1134 (članak, znanstveni). URL link to workURL link to work

28. 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 (članak, znanstveni). URL link to workURL link to work

29. Čož-Rakovac, Rozelinda; Šmuc, Tomislav; Topić Popović, Natalija; Strunjak-Perović, Ivančica; Hacmanjek, Mato; Jadan, Margita.
Novel methods for assesing fish blood biochemical data. // Journal of Applied Ichthyology. 24 (2008) , 1; 77-80 (članak, znanstveni). URL link to workURL link to work

30. Čož-Rakovac, Rozelinda; Strunjak-Perović, Ivančica; Topić Popović, Natalija; Hacmanjek, Mato; Šmuc, Tomislav; Jadan, Margita; Lipej, Zoran; Homen, Zlatko.
Cage culture effects on mullets (Mugilidae) liver histology and blood chemistry profile. // Journal of Fish Biology. 72 (2008) , 10; 2557-2569 (članak, znanstveni). URL link to workURL link to work

31. Malenica, Mislav; Šmuc, Tomislav; Šnajder, Jan; Dalbelo Bašić, Bojana.
Language Morphology Offset: Text Classification on a Croatian-English Parallel Corpus. // Information processing & management. 44 (2008) , 1; 325-339 (članak, znanstveni). URL link to workURL link to work

32. Supek, Fran; Kralj, Marijeta; Marjanović, Marko; Šuman, Lidija; Šmuc, Tomislav; Krizmanić, Irena; Žinić, Biserka.
Atypical cytostatic mechanism of N -1-sulfonylcytosine derivatives determined by in vitro screening and computational analysis. // Investigational new drugs. 26 (2008) , 2; 97-110 (članak, znanstveni). URL link to workURL link to work

33. Supek, Fran; Peharec, Petra; Krsnik-Rasol, Marijana; Šmuc, Tomislav.
Enhanced analytical power of SDS-PAGE using machine learning algorithms. // Proteomics. 8 (2008) , 1; 28-31 (članak, znanstveni). URL link to workURL link to work

34. Marjanović, Marko; Kralj, Marijeta; Supek, Fran; Frkanec, Leo; Piantanida, Ivo; Šmuc, Tomislav; Tušek-Božić, Ljerka.
Antitumor 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 (članak, znanstveni). URL link to workURL link to work

35. Trontl, Krešimir; Šmuc, Tomislav; Pevec, Dubravko.
Support vector regression model for the estimation of γ -ray buildup factors for multi-layer shields. // Annals of Nuclear Energy. 34 (2007) , 12; 939-952 (članak, znanstveni). URL link to work
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  Znanstveni radovi u drugim časopisima
 

1. Kulikovskikh, Ilona; Prokhorov, Sergej; Lipić, Tomislav; Legović, Tarzan; Šmuc, Tomislav.
BioGD: Bio-inspired robust gradient descent. // PLoS One. 14 (2019) , 7; (članak, znanstveni). URL link to workURL link to work

2. 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 (članak, znanstveni). URL link to workURL link to work

3. 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) ; 5038-1-5038-8 (članak, znanstveni). URL link to workURL link to work

4. Levatić, Jurica; Džeroski, Sašo; Supek, Fran; Šmuc, Tomislav.
Semi-Supervised Learning for Quantitative Structure- Activity Modeling. // Informatica (Ljubljana). 37 (2013) , 2; 173-179 (članak, znanstveni). URL link to work

5. 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; (članak, znanstveni). URL link to workURL link to work

6. 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 (članak, znanstveni). URL link to workURL link to work

7. 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 (članak, znanstveni). URL link to workURL link to work

8. Ahel, M; Antičić, T; Balog, T; Bilić, N; Guberina, B; Katušić Hećimović, S; Jerić, I; Klanjšček, T; Legović, T; Musić, S; Sabljić, A; Smital, T; Smith, D; Šmuc, T; Štefančić, H; Weber, I; Žinić, M; Ramljak, D; Krajcar, S.
The Ruder Boskovic Institute – Today and Tomorrow. // Periodicum biologorum. 112 (2010) , 4; 369-374 (pregledni rad, znanstveni). URL link to work

9. 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 (članak, znanstveni). URL link to workURL link to work

10. 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 Conference. 35 (2008) ; 957-959 (članak, znanstveni). URL link to work

11. Trontl, Krešimir; Pevec, Dubravko; Šmuc, Tomislav.
Machine learning of the reactor core loading pattern critical parameters. // Science and Technology of Nuclear Installations. 2008 (2008) ; (članak, znanstveni). URL link to workURL link to work
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  Ostali radovi u drugim časopisima
 

1. Jelaković, B; Željković-Vrkić, T; Pećin, I; Dika, Ž; Jovanović, A; Podobnik, D; Šmuc, T; Gamberger, D; Katić, K; Kašner, M; Kuzmanić, D.
Arterijska hipertenzija u Hrvatskoj. Rezultati EH-UH Studije. // Acta medica Croatica. 61 (2007) ; 287-292 (članak, stručni).
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  Kongresno priopćenje (sažeci) u ostalim časopisima
 

1. 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. s201-s201 (poster,sažetak,stručni).
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  Radovi u postupku objavljivanja
 

1. 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. (2021) (prihvaćen za objavljivanje). prilozen text radaURL link to work
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  Znanstveni radovi u zbornicima skupova s međunar.rec.
 

1. 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.
1-11 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni). URL link to work

2. 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.).
Springer International Publishing, 2017. 373-377 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni). URL link to work

3. 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.).
Springer International Publishing, 2017. 1015-1027 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).

4. 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, Porto, Portugal, September 7, 2015, Revised Selected Papers.
Springer International Publishing, 2016. 125-143 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni). URL link to work

5. Mihelčić, Matej; Šmuc, Tomislav.
InterSet: 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.).
Springer International Publishing, 2016. 35-50 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni). URL link to work

6. Vidulin, Vedrana; Brbić, Maria; Supek, Fran; Šmuc, Tomislav.
Evaluation of fusion approaches in large-scale bio-annotation setting // 4th Workshop on Machine Learning in Life Science / Ksieniewicz, Pawel (ur.).
2016. 37-51 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni). URL link to work

7. 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.
2015. 78-83 (međunarodna recenzija,objavljeni rad,znanstveni). URL link to work

8. 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.).
Springer International Publishing, 2015. 298-302 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni). URL link to work

9. 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.).
Springer, 2014. 25-36 (međunarodna recenzija,objavljeni rad,znanstveni). URL link to work

10. 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. 1433-1437 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).

11. 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. 67-80 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).

12. 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 Verlag, 2012. 63-74 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni). prilozen text rada

13. 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. 7-20 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).

14. 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.).
Portugal : Institute for Systems and Technologies of Information, Control and Communication, 2010. 235-240 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).

15. Bogunović, Nikola; Šmuc, Tomislav.
Applicability 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 : IEEE, 2008. 133-136 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).

16. Gamberger, Dragan; Prcela, Marin; Jović, Alan; Šmuc, Tomislav; Parati, Ganfranco; Valentini, Mariaconsuelo; Kawecka-Jaszcz, Kalina; Styczkiewicz, Katarzyna; Kononowicz, Andrzej; Candelieri, Antonio; Conforti, Domenico; Guido, Rosita.
Medical knowledge representation within Heartfaid platform // BIOSTEC 2008.
Portugal : INSTICC Institute for Systems and Technologies of Information, Control and Communication, 2008. 307-314 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).

17. Trontl, Krešimir; Pevec, Dubravko; Šmuc Tomislav.
On 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 : Croatian Nuclear Society, 2008. S-06.90-1-S-06.90-10 (poster,međunarodna recenzija,objavljeni rad,znanstveni).
Vrh
 
  Drugi radovi u zbornicima skupova s recenzijom
 

1. 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 Verlag, 2011. 101-112 (predavanje,međunarodna recenzija,objavljeni rad,stručni).
Vrh
 
  Sažeci u zbornicima skupova
 

1. Piškorec, Matija; Šmuc, Tomislav; Šikić, Mile.
Differentiating between Exogenous and Endogenous Information Propagation in Social Networks // Second International Workshop on Data Science.
39-41 (poster,međunarodna recenzija,sažetak).

2. Matija Piškorec, Nino Antulov-Fantulin, Iva Miholić, Tomislav Šmuc, Mile Šikić.
Inference of influence in social networks // CompleNet 2017.
2017. (predavanje,međunarodna recenzija,sažetak,znanstveni). prilozen text rada

3. 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. 64-64 (poster,međunarodna recenzija,sažetak). URL link to work

4. 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. 133-134 (poster,međunarodna recenzija,sažetak,znanstveni).

5. Antolović, Vlatka; Šmuc, Tomislav; Weber, Igor.
Characterizing the movement of different actin cytoskeleton mutants of Dictyostelium discoideum // Computational Biology and Innovation Symposium.
Dublin, 2013. 38-38 (poster,međunarodna recenzija,sažetak,znanstveni).

6. 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. 228-229 (predavanje,međunarodna recenzija,sažetak,znanstveni).

7. Čolak, Slavica; Čož-Rakovac, Roselinda; Šmuc, T.; Lovrinov, Mario; Topić Popović, Natalija; Strunjak-Perović, Iva; Barišić, Josip; Jadan, Margita; Beer Ljubić, B.; Šimpraga, M.; Aničić, Ivica; Treer, Tomislav.
Biokemijski profil hemolimfe triju vrsta dekapodnih rakova // .
(poster,sažetak,znanstveni).

8. Čolak, Slavica; Čož-Rakovac, Rozelinda; Šmuc, Tomislav; Lovrinov, Mario; Topić Popović, Natalija; Strunjak-Perović, Ivančica; Barišić, Josip; Jadan, Margita; Beer Ljubić, Blanka; Šimpraga, Miljenko; Aničić, Ivica; Treer, Tomislav.
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. 154-155 (predavanje,međunarodna recenzija,sažetak,znanstveni).

9. 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. 281-281 (poster,sažetak,znanstveni).

10. 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 : Sveučilište u Zagrebu, Agronomski fakultet, Zagreb, Hrvatska, 2011. 173-176 (predavanje,međunarodna recenzija,sažetak,znanstveni).

11. 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. 29-29 (predavanje,međunarodna recenzija,sažetak,znanstveni).

12. Skunca, Nives; Supek, Fran; Smuc, Tomislav; Panov, Pance; Dzeroski, Saso.
Functional annotation of orthologous groups by using hierarchical multi label classification // ISMB & ECCB 2009.
(poster,međunarodna recenzija,sažetak,znanstveni).

13. Supek, Fran; Škunca, Nives; Šmuc, Tomislav.
Redundancy Elimination and Visualization of Gene Ontology Term Lists // ISMB & ECCB 2009.
(poster,međunarodna recenzija,sažetak,znanstveni).

14. 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.).
Prague : HALAMA Publishing House, 2009. 287-287 (poster,sažetak,znanstveni).

15. 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 : Centre for Computational Solutions in the Life Sciences, 2009. 75-75 (poster,međunarodna recenzija,sažetak,znanstveni).

16. 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 : Centre for Computational Solutions in the Life Sciences, 2009. 76-76 (poster,međunarodna recenzija,sažetak,znanstveni). prilozen text rada

17. Repar, Jelena; Škunca, Nives; Supek, Fran; Šmuc, Tomislav.
An XML format for peptide datasets // ECCB'08 European Conference on Computational Biology.
(poster,međunarodna recenzija,sažetak,znanstveni). URL link to work

18. Škunca, Nives; Supek, Fran; Repar, Jelena; Šmuc, Tomislav.
Evaluation of intergene distances across bacterial species // ECCB 2008 Proceedings.
(poster,međunarodna recenzija,sažetak,znanstveni). prilozen text radaURL link to work

19. Supek, Fran; Kralj, Marijeta; Žinić, Biserka; Šmuc, Tomislav.
Computational analysis of in vitro screening data highlights an atypical cytostatic mechanism of a cytosine derivative // ECCB 2008 Proceedings.
(poster,međunarodna recenzija,sažetak,znanstveni). prilozen text radaURL link to work

20. Pevec, Dubravko; Baće, Mile; Šmuc, Tomislav; Ječmenica, Radomir; Trontl, Krešimir.
Neutroničko modeliranje nuklearnog goriva koje sadrži integralne sagorive apsorbere // Knjiga sažetaka 5. znanstvenog skupa Hrvatskog fizikalnog društva.
2007. 121-121 (poster,domaća recenzija,sažetak,znanstveni).
Vrh
 
  Vođenje disertacija, magistarskih i diplomskih radova
 

1. Piškorec, Matija.
Statističko zaključivanje o egzogenome i endogenome širenju informacija u društvenim mrežama / doktorska disertacija.
Zagreb : Fakultet elektrotehnike i računarstva, 06.12. 2019, 111 str. Voditelj: Šikić, Mile ; Šmuc, Tomislav.prilozen text radaURL link to work

2. Antulov-Fantulin, Nino.
Statistical inference algorithms for epidemic processes on complex networks / doktorska disertacija.
Zagreb : Fakultet elektrotehnike i računarstva, 7.4. 2015, 107 str. Voditelj: Šikić, Mile ; Šmuc, Tomislav.prilozen text rada

3. Supek, Fran.
Detecting natural selection for translational efficiency in bacterial and archaeal genomes: a machine learning approach / doktorska disertacija.
Zagreb : Prirodoslovno-matematički fakultet, 18.10. 2010, 149 str. Voditelj: Tomislav Šmuc.

4. Trontl, Krešimir.
Primjena regresijskog modela s potpornim vektorima u proračunu reaktorskog štita / doktorska disertacija.
Zagreb : Fakultet elektrotehnike i računarstva, 16.11. 2008, 108 str. Voditelj: Pevec, Dubravko ; Šmuc, Tomislav.
Vrh
 
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