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1

SMOTE for high-dimensional class-imbalanced data

Rok Blagus, Lara Lusa

Journal:

BMC Bioinformatics

Année:

2013

Langue:

english

Fichier:

PDF, 478 KB

english, 2013

2

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - The Class-Imbalance Problem for High-Dimensional Class Prediction

Lusa, Lara, Blagus, Rok

Année:

2012

Langue:

english

Fichier:

PDF, 216 KB

english, 2012

3

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - Evaluation of SMOTE for High-Dimensional Class-Imbalanced Microarray Data

Blagus, Rok, Lusa, Lara

Année:

2012

Langue:

english

Fichier:

PDF, 283 KB

english, 2012

4

Modeling COVID-19 pandemic using Bayesian analysis with application to Slovene data

Manevski, Damjan, RuÅ¾iÄ Gorenjec, Nina, KejÅ¾ar, NataÅ¡a, Blagus, Rok

Journal:

Mathematical Biosciences

Année:

2020

Fichier:

PDF, 1014 KB

2020

5

Business indicators of healthcare quality: Outlier detection in small samples

Gaj Vidmar, Rok Blagus, Luboš Střelec, Milan Stehlík

Journal:

Applied Stochastic Models in Business and Industry

Année:

2012

Langue:

english

Fichier:

PDF, 1.61 MB

english, 2012

6

Bone mineral density and importance of strict gluten-free diet in children and adolescents with celiac disease

Štefan Blazina, Nevenka Bratanič, Andreja Širca Čampa, Rok Blagus, Rok Orel

Journal:

Année:

2010

Langue:

english

Fichier:

PDF, 661 KB

english, 2010

7

Predictive values of pulse pressure variation and stroke volume variation for fluid responsiveness in patients with pneumoperitoneum

Zlicar, Marko, Novak-Jankovic, Vesna, Blagus, Rok, Cecconi, Maurizio

Journal:

Journal of Clinical Monitoring and Computing

Année:

2017

Langue:

english

Fichier:

PDF, 830 KB

english, 2017

8

Stroke patients who regain urinary continence in the first week after acute first-ever stroke have better prognosis than patients with persistent lower urinary tract dysfunction

Melita Rotar, Rok Blagus, Miran Jeromel, Miha Škrbec, Bojan Tršinar, David B. Vodušek

Journal:

Neurourology and Urodynamics

Année:

2011

Langue:

english

Fichier:

PDF, 115 KB

english, 2011

9

The Optimal Combination of Cartilage Source and Apparatus for Long-Term In Vitro Chondrocyte Viability Analysis

Armin Alibegović, Jože Balažic, Danijel Petrovič, Nevenka Kregar Velikonja, Rok Blagus, Dušan Šuput, Matej Drobnič

Journal:

Journal of Forensic Sciences

Année:

2012

Langue:

english

Fichier:

PDF, 198 KB

english, 2012

10

Class prediction for high-dimensional class-imbalanced data

Rok Blagus, Lara Lusa

Journal:

BMC Bioinformatics

Année:

2010

Langue:

english

Fichier:

PDF, 1.42 MB

english, 2010

11

Effects of international collaboration and status of journal on impact of papers

Stojan Pečlin, Primož Južnič, Rok Blagus, Mojca Čižek Sajko, Janez Stare

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 201 KB

english, 2012

12

Endothelial Nitric Oxide Synthase T(–786)C Polymorphism in Children and Adolescents with Type 1 Diabetes and Impaired Endothelium-Dependent Dilatation

Battelino, Nina, Sebestjen, Miran, Keber, Irena, Blagus, Rok, Hovnik, Tinka, Bratina, Natasa, Battelino, Tadej

Journal:

Hormone Research in Paediatrics

Année:

2011

Langue:

english

Fichier:

PDF, 162 KB

english, 2011

13

Improved shrunken centroid classifiers for high-dimensional class-imbalanced data

Rok Blagus, Lara Lusa

Journal:

BMC Bioinformatics

Année:

2013

Langue:

english

Fichier:

PDF, 268 KB

english, 2013

14

Prevalence and molecular characterization ofClostridium difficileisolated from European Barn Swallows (Hirundo rustica) during migration

Bandelj, Petra, Trilar, Tomi, Blagus, Rok, Ocepek, Matjaz, Rousseau, Joyce, Weese, J, Vengust, Modest

Journal:

BMC Veterinary Research

Année:

2014

Langue:

english

Fichier:

PDF, 164 KB

english, 2014

15

Viability of Human Articular Chondrocytes Harvested Postmortem: Changes with Time and Temperature of In Vitro Culture Conditions

Alibegović, Armin, Balažic, Jože, Petrovič, Danijel, Hribar, Gorazd, Blagus, Rok, Drobnič, Matej

Journal:

Journal of Forensic Sciences

Année:

2014

Langue:

english

Fichier:

PDF, 244 KB

english, 2014

16

Outlier Detection for Healthcare Quality Monitoring - A Comparison of Four Approaches to Over-Dispersed Proportions

Vidmar, Gaj, Blagus, Rok

Journal:

Quality and Reliability Engineering International

Année:

2014

Langue:

english

Fichier:

PDF, 3.83 MB

english, 2014

17

Correction of ‘Business indicators of healthcare quality: outlier detection in small samples’, ASMBI, v. 28, issue 3, May/June 2012, pages 282-295

Vidmar, Gaj, Blagus, Rok, Střelec, Luboš, Stehlík, Milan

Journal:

Applied Stochastic Models in Business and Industry

Année:

2014

Langue:

english

Fichier:

PDF, 37 KB

english, 2014

18

Incidence and Phenotypic Characteristics of Pediatric IBD in Northeastern Slovenia, 2002–2010

Urlep, Darja, Trop, Tina K., Blagus, Rok, Orel, Rok

Journal:

Journal of Pediatric Gastroenterology & Nutrition

Année:

2014

Langue:

english

Fichier:

PDF, 354 KB

english, 2014

19

The long-term effects of restrictive interventions on consumption and costs of antibiotics

Čižman, Milan, Plankar Srovin, Tina, Blagus, Rok, Furst, Jurij, Pečar Čad, Silva, Korošec, Aleš, Bajec, Tom

Journal:

Journal of Global Antimicrobial Resistance

Année:

2015

Langue:

english

Fichier:

PDF, 278 KB

english, 2015

20

Evaluation of a new grading system for laryngeal squamous intraepithelial lesions-a proposed unified classification

Gale, Nina, Blagus, Rok, El-Mofty, Samir K, Helliwell, Tim, Prasad, Manju L, Sandison, Ann, Volavšek, Metka, Wenig, Bruce M, Zidar, Nina, Cardesa, Antonio

Journal:

Année:

2014

Langue:

english

Fichier:

PDF, 741 KB

english, 2014

21

Comparison of bibliometric measures for assessing relative importance of researchers

Blagus, Rok, Leskošek, Brane L., Stare, Janez

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 1.24 MB

english, 2015

22

Influence of phylogeny, migration and type of diet on the presence of intestinal parasites in the faeces of European passerine birds ( Passeriformes )

Bandelj, Petra, Blagus, Rok, Trilar, Tomi, Vengust, Modest, Rataj, Aleksandra Vergles

Journal:

Wildlife Biology

Année:

2015

Langue:

english

Fichier:

PDF, 297 KB

english, 2015

23

Risk factors for colonization with ampicillin and high-level aminoglycoside-resistant enterococci during hospitalization in the ICU and the impact of prior antimicrobial exposure definition: a prospective cohort study

Srovin, Tina Plankar, Seme, Katja, Blagus, Rok, Tomazin, Rok, Čižman, Milan

Journal:

Journal of Chemotherapy

Année:

2014

Langue:

english

Fichier:

PDF, 225 KB

english, 2014

24

Boosting for high-dimensional two-class prediction

Blagus, Rok, Lusa, Lara

Journal:

BMC Bioinformatics

Année:

2015

Langue:

english

Fichier:

PDF, 1.85 MB

english, 2015

25

Joint use of over- and under-sampling techniques and cross-validation for the development and assessment of prediction models

Blagus, Rok, Lusa, Lara

Journal:

BMC Bioinformatics

Année:

2015

Langue:

english

Fichier:

PDF, 879 KB

english, 2015

26

Identification of risk factors influencing Clostridium difficile prevalence in middle-size dairy farms

Bandelj, Petra, Blagus, Rok, Briski, France, Frlic, Olga, Vergles Rataj, Aleksandra, Rupnik, Maja, Ocepek, Matjaz, Vengust, Modest

Journal:

Veterinary Research

Année:

2016

Langue:

english

Fichier:

PDF, 1.10 MB

english, 2016

27

Long-term recovery of muscle strength after denervation in the fibular division of the sciatic nerve

Stefancic, Martin, Vidmar, Gaj, Blagus, Rok

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 710 KB

english, 2016

28

Molecular characterization of Staphylococcus aureus isolates from skin and soft tissue infections samples and healthy carriers in the Central Slovenia region

Svent-Kucina, Natasa, Pirs, Mateja, Kofol, Romina, Blagus, Rok, Smrke, Dragica Maja, Bilban, Marjan, Seme, Katja

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 541 KB

english, 2016

29

Single fiber emg as a prognostic tool in myasthenia gravis

Baruca, Mateja, Leonardis, Lea, Podnar, Simon, Hojs-Fabjan, Tanja, Grad, Anton, Jerin, Aleš, Blagus, Rok, Šega-Jazbec, Saša

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 770 KB

english, 2016

30

Gradient boosting for high-dimensional prediction of rare events

Blagus, Rok, Lusa, Lara

Journal:

Computational Statistics & Data Analysis

Année:

2016

Langue:

english

Fichier:

PDF, 3.50 MB

english, 2016

31

The Effects of 8 Weeks of Endurance Running on Hepcidin Concentrations, Inflammatory Parameters, and Iron Status in Female Runners

Auersperger, Irena, Knap, Bojan, Jerin, Ales, Blagus, Rok, Lainscak, Mitja, Skitek, Milan, Skof, Branko

Journal:

International Journal of Sport Nutrition and Exercise Metabolism

Année:

2012

Langue:

english

Fichier:

PDF, 432 KB

english, 2012

32

Cold Susceptibility of Digit Stumps Resulting from Amputation After Freezing Cold Injury in Elite Alpinists

Gorjanc, Jurij, Morrison, Shawnda A., Blagus, Rok, Mekjavic, Igor B.

Journal:

High Altitude Medicine & Biology

Année:

2018

Langue:

english

Fichier:

PDF, 285 KB

english, 2018

33

Incidence Trends and Geographical Variability of Pediatric Inflammatory Bowel Disease in Slovenia: A Nationwide Study

Urlep, Darja, Blagus, Rok, Orel, Rok

Journal:

BioMed Research International

Année:

2015

Langue:

english

Fichier:

PDF, 2.31 MB

english, 2015

34

European Antibiotic Awareness Day (EAAD): any impact on antibiotic consumption and public awareness in Slovenia?

Cizman, Milan, Plankar Srovin, Tina, Beović, Bojana, Vrdelja, Mitja, Bajec, Tom, Blagus, Rok

Journal:

Journal of Antimicrobial Chemotherapy

Année:

2018

Langue:

english

Fichier:

PDF, 142 KB

english, 2018

35

Pulmonary Circulation Transvascular Fluid Fluxes Do Not Change during General Anesthesia in Dogs

Frlic, Olga, Seliškar, Alenka, Domanjko Petrič, Aleksandra, Blagus, Rok, Heigenhauser, George, Vengust, Modest

Journal:

Frontiers in Physiology

Année:

2018

Langue:

english

Fichier:

PDF, 613 KB

english, 2018

36

Comparison of Clinical Course and Treatment Outcome for Patients With Early Disseminated or Early Localized Lyme Borreliosis

Stupica, Daša, Maraspin, Vera, Bogovic, Petra, Ogrinc, Katarina, Blagus, Rok, Cerar, Tjaša, Strle, Franc

Journal:

JAMA Dermatology

Année:

2018

Langue:

english

Fichier:

PDF, 231 KB

english, 2018

37

Risk factors associated with fecal shedding of Listeria monocytogenes by dairy cows and calves

Bandelj, Petra, Jamnikar-Ciglenecki, Urska, Ocepek, Matjaz, Blagus, Rok, Vengust, Modest

Journal:

Journal of Veterinary Internal Medicine

Année:

2018

Langue:

english

Fichier:

PDF, 447 KB

english, 2018

38

Nutrition of patients with severe neurologic impairment

Orel, Anija, Homan, Matjaz, Blagus, Rok, Benedik, Evgen, Orel, Rok, Fidler Mis, Natasa

Journal:

Radiology and Oncology

Année:

2017

Langue:

english

Fichier:

PDF, 338 KB

english, 2017

39

Quantification of Clostridioides (Clostridium) difficile in feces of calves of different age and determination of predominant Clostridioides difficile ribotype 033 relatedness and transmission between family dairy farms using multilocus variable-number tandem-repeat analysis

Bandelj, Petra, Harmanus, Céline, Blagus, Rok, Cotman, Marko, Kuijper, Ed J., Ocepek, Matjaz, Vengust, Modest

Journal:

BMC Veterinary Research

Année:

2018

Langue:

english

Fichier:

PDF, 976 KB

english, 2018

40

Clinical Course, Serologic Response, and Long-Term Outcome in Elderly Patients with Early Lyme Borreliosis

Boršič, Katarina, Blagus, Rok, Cerar, Tjaša, Strle, Franc, Stupica, Daša

Journal:

Journal of Clinical Medicine

Année:

2018

Langue:

english

Fichier:

PDF, 217 KB

english, 2018

41

Ski-Everest (8848 m) Expedition: Digit Skin Temperature Responses to Cold Immersion May Reflect Susceptibility to Cold Injury

Gorjanc, Jurij, Morrison, Shawnda A., McDonnell, Adam C., Mekjavic, Polona Jaki, Blagus, Rok, Mekjavic, Igor B.

Journal:

Wilderness & Environmental Medicine

Année:

2019

Langue:

english

Fichier:

PDF, 762 KB

english, 2019

42

Ski-Everest (8848 m) Expedition: Digit Skin Temperature Responses to Cold Immersion May Reflect Susceptibility to Cold Injury

Gorjanc, Jurij, Morrison, Shawnda A., McDonnell, Adam C., Mekjavic, Polona Jaki, Blagus, Rok, Mekjavic, Igor B.

Journal:

Wilderness & Environmental Medicine

Année:

2019

Fichier:

PDF, 762 KB

2019

43

Net survival of patients with colorectal cancer: a comparison of two periods

Štor, Zdravko, Blagus, Rok, Tropea, Alessandro, Biondi, Antonio

Journal:

Updates in Surgery

Année:

2019

Langue:

english

Fichier:

PDF, 912 KB

english, 2019

44

Antibiotic Use and Long-Term Outcome in Patients with Tick-Borne Encephalitis and Co-Infection with Borrelia Burgdorferi Sensu Lato in Central Europe. A Retrospective Cohort Study

Velušček, Maša, Blagus, Rok, Cerar Kišek, Tjaša, Ružić-Sabljić, Eva, Avšič-Županc, Tatjana, F Bajrović, Fajko, Stupica, Daša

Journal:

Journal of Clinical Medicine

Année:

2019

Langue:

english

Fichier:

PDF, 435 KB

english, 2019

45

Risk Of Malnutrition In Family Practice Non-Attenders Living In The Community: A Cross Sectional Study From Slovenia

Gorenjec, Nina Ružić, Blagus, Rok, Klemenc-Ketis, Zalika, Kovač, Milena Blaž, Susič, Antonija Poplas

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 1.23 MB

english, 2019

46

Risk Of Malnutrition In Family Practice Non-Attenders Living In The Community: A Cross Sectional Study From Slovenia

Gorenjec, Nina Ružić, Blagus, Rok, Klemenc-Ketis, Zalika, Kovač, Milena Blaž, Susič, Antonija Poplas

Journal:

Année:

2019

Fichier:

PDF, 1.23 MB

2019

47

Safranin O without fast green is the best staining method for testing the degradation of macromolecules in a cartilage extracellular matrix for the determination of the postmortem interval

Alibegović, Armin, Blagus, Rok, Martinez, Inigo Zubiavrre

Journal:

Forensic Science, Medicine, and Pathology

Année:

2019

Fichier:

PDF, 478 KB

2019

48

Mean squared error of ridge estimators in logistic regression

Blagus, Rok, Goeman, Jelle J.

Journal:

Statistica Neerlandica

Année:

2019

Fichier:

PDF, 927 KB

2019

49

Five-Day vs 10-Day Postexposure Chemoprophylaxis With Oseltamivir to Prevent Hospital Transmission of Influenza: A Noninferiority Randomized Open-Label Study

Lepen, Lidija, Blagus, Rok, VeluÅ¡Äek, MaÅ¡a, Saletinger, Rajko, Petrovec, Miroslav, BajroviÄ, Fajko F, Stupica, DaÅ¡a

Journal:

Open Forum Infectious Diseases

Année:

2020

Fichier:

PDF, 375 KB

2020