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1

Decision-making framework with double-loop learning through interpretable black-box machine learning models

Bohanec, Marko, Robnik-Šikonja, Marko, Kljajić Borštnar, Mirjana, Liu, Shaofeng

Journal:

Industrial Management & Data Systems

Year:

2017

Language:

english

File:

PDF, 467 KB

english, 2017

2

Explaining machine learning models in sales predictions

Bohanec, Marko, Borštnar, Mirjana Kljajić, Robnik-Šikonja, Marko

Journal:

Expert Systems with Applications

Year:

2016

Language:

english

File:

PDF, 7.67 MB

english, 2016

3

The Role of Information Feedback in the Management Group Decision-Making Process Applying System Dynamics Models

Andrej Škraba, Miroljub Kljajić, Mirjana Kljajić Borštnar

Journal:

Group Decision and Negotiation

Year:

2007

Language:

english

File:

PDF, 429 KB

english, 2007

4

Deformation mechanisms of idealised cermets under multi-axial loading

Bele, E., Goel, A., Pickering, E.G., Borstnar, G., Katsamenis, O.L., Pierron, F., Danas, K., Deshpande, V.S.

Journal:

Journal of the Mechanics and Physics of Solids

Year:

2017

Language:

english

File:

PDF, 2.86 MB

english, 2017

5

Business Model Innovation: Insights from a Multiple Case Study of Slovenian SMEs

Marolt, Marjeta, Lenart, Gregor, Maletič, Damjan, Borštnar, Mirjana Kljajić, Pucihar, Andreja

Journal:

Year:

2016

Language:

english

File:

PDF, 506 KB

english, 2016

6

Youth and forecasting of sustainable development pillars: An adaptive neuro-fuzzy inference system approach

Petković, Jasna, Petrović, Nataša, Dragović, Ivana, Stanojević, Kristina, Radaković, Jelena Andreja, Borojević, Tatjana, Kljajić Borštnar, Mirjana, Kruseman, Gideon

Journal:

Year:

2019

Language:

english

File:

PDF, 3.60 MB

english, 2019

7

[IEEE 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) - Opatija, Croatia (2019.5.20-2019.5.24)] 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) - Assessment of High Performance Computing Services Potential of SMEs

Kljajic Borstnar, M., Ilijas, T.

Year:

2019

Language:

english

File:

PDF, 147 KB

english, 2019

8

Irreversible Inhibition of Monoamine Oxidase B by the Antiparkinsonian Medicines Rasagiline and Selegiline: A Computational Study

Rok Borštnar, Matej Repič, Mojca Kržan, Janez Mavri, Robert Vianello

Journal:

European Journal of Organic Chemistry

Year:

2011

Language:

english

File:

PDF, 949 KB

english, 2011

9

Irreversible Inhibition of Monoamine Oxidase B by the Antiparkinsonian Medicines Rasagiline and Selegiline: A Computational Study (Eur. J. Org. Chem. 32/2011)

Rok Borštnar, Matej Repič, Mojca Kržan, Janez Mavri, Robert Vianello

Journal:

European Journal of Organic Chemistry

Year:

2011

Language:

english

File:

PDF, 1.12 MB

english, 2011

10

Determination of the interaction between glimepiride and hyperbranched polymers in solid dispersions

David Pahovnik, Sebastjan Reven, Jože Grdadolnik, Rok Borštnar, Janez Mavri, Ema Žagar

Journal:

Journal of Pharmaceutical Sciences

Year:

2011

Language:

english

File:

PDF, 356 KB

english, 2011

11

Calculation of pKa values of carboxylic acids: Application to bilirubin

Rok Borštnar, Amrita Roy Choudhury, Jernej Stare, Marjana Novič, Janez Mavri

Journal:

Journal of Molecular Structure: THEOCHEM

Year:

2010

Language:

english

File:

PDF, 293 KB

english, 2010

12

Prognostic factors in invasive bladder carcinoma treated by combined modality protocol (organ-sparing approach)

Tadeja Matos, Tanja Cufer, Jozica Cervek, Simona Borstnar, Borut Kragelj, Mirjana Zumer-Pregelj

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2000

Language:

english

File:

PDF, 144 KB

english, 2000

13

The relevance of facilitation in group decision making supported by a simulation model

Mirjana Kljajić Borštnar, Miroljub Kljajić, Andrej Škraba, Davorin Kofjač, Vladislav Rajkovič

Journal:

System Dynamics Review

Year:

2011

Language:

english

File:

PDF, 333 KB

english, 2011

14

Effect of the multidrug resistance modulator valspodar on serum cortisol levels in rabbits

Tanja Cufer, Ivan Vrhovec, Marija Pfeifer, Janez Skrk, Simona Borstnar, Branimir I. Sikic

Journal:

Cancer Chemotherapy and Pharmacology

Year:

1998

Language:

english

File:

PDF, 355 KB

english, 1998

15

High levels of uPA and PAI-1 predict a good response to anthracyclines

Simona Borstnar, Aleksander Sadikov, Barbara Mozina, Tanja Cufer

Journal:

Breast Cancer Research and Treatment

Year:

2010

Language:

english

File:

PDF, 426 KB

english, 2010

16

Invasive Bladder Cancer: Our Experience With Bladder Sparing Approach

Jožica Červek, Tanja Čufer, Branko Zakotnik, Borut Kragelj, Simona Borštnar, Tadeja Matos, Mirjana Žumer-Pregelj

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

1998

Language:

english

File:

PDF, 127 KB

english, 1998

17

S-phase fraction determined on fine needle aspirates is an independent prognostic factor in breast cancer – a multivariate study of 770 patients

B. Gazic, J. Pizem, M. Bracko, T. Cufer, S. Borstnar, Z. Pohar-Marinsek, M. Us-Krasovec

Journal:

Year:

2008

Language:

english

File:

PDF, 175 KB

english, 2008

18

Treatment of Hyperparathyroidism With Cinacalcet in Kidney Transplant Recipients

S. Borstnar, B. Erzen, T. Gmeiner Stopar, T. Kocjan, M. Arnol, A. Kandus, D. Kovac

Journal:

Transplantation Proceedings

Year:

2010

Language:

english

File:

PDF, 196 KB

english, 2010

19

Cellular Polyamines Promote Amyloid-Beta (Aβ) Peptide Fibrillation and Modulate the Aggregation Pathways

Luo, Jinghui, Yu, Chien-Hung, Yu, Huixin, Borstnar, Rok, Kamerlin, Shina C. L., Gräslund, Astrid, Abrahams, Jan Pieter, Wärmländer, Sebastian K. T. S.

Journal:

ACS Chemical Neuroscience

Year:

2013

Language:

english

File:

PDF, 3.88 MB

english, 2013

20

Disease free survival (DFS) in breast cancer patients older than 70 years compered to younger patients groups

B Pajk, S Borstnar, N Snoj, T Cufer

Journal:

European Journal of Cancer Supplements

Year:

2004

Language:

english

File:

PDF, 171 KB

english, 2004

21

Pharmacoeconomic aspects of adjuvant early breast cancer treatment in postmenopausal women with anastrozole or tamoxifen: a Slovenian perspective

P Piskur, M Sonc, T Cufer, S Borstnar, A Mrhar

Journal:

European Journal of Cancer Supplements

Year:

2004

Language:

english

File:

PDF, 180 KB

english, 2004

22

PAI-1 and PAI-2 as predictive factors in breast cancer

E Matos, S Borstnar, I Vrhovec, B Svetic, T Cufer

Journal:

European Journal of Cancer Supplements

Year:

2004

Language:

english

File:

PDF, 322 KB

english, 2004

23

Individualised systemic treatment

T. Cufer, Pajk, S. Borstnar

Journal:

European Journal of Cancer Supplements

Year:

2006

Language:

english

File:

PDF, 136 KB

english, 2006

24

497 Possible predictive role of prior endocrine therapy on fulvestrant treatment outcome

S. Borstnar, K. Strojnik, T. Ovcaricek, C. Gracic-Kuhar, M. Cervek, J. Cervek

Journal:

European Journal of Cancer Supplements

Year:

2010

Language:

english

File:

PDF, 64 KB

english, 2010

25

Prognostic Value of the Urokinase-Type Plasminogen Activator, and its Inhibitors and Receptor in Breast Cancer Patients

S. Borstnar, I. Vrhovec, B. Svetic, Tanja Cufer

Journal:

Clinical Breast Cancer

Year:

2002

Language:

english

File:

PDF, 142 KB

english, 2002

26

Combination Therapy of Lapatinib and Capecitabine forErbB2-Positive Metastatic or Locally Advanced BreastCancer: Results from the Lapatinib Expanded AccessProgram (LEAP) in Central and Eastern Europe

Greil, Richard, Borštnar, Simona, Petráková, Katarína, Marcou, Yiola, Pikiel, Joanna, Wojtukiewicz, Marek Z., Koza, Ivan, Steger, Günther G., Linn, Meinolf, Das Gupta, Ash, Cwiertka, Karel

Journal:

Year:

2011

File:

PDF, 308 KB

2011

27

Pneumocystis Jirovecii Pneumonia in Renal Transplant Recipients: A National Center Experience

Borstnar, S., Lindic, J., Tomazic, J., Kandus, A., Pikelj, A., Prah, J., Skvarc, M., Godnov, U., Kovac, D.

Journal:

Transplantation Proceedings

Year:

2013

Language:

english

File:

PDF, 492 KB

english, 2013

28

Platelet derived growth factor and central nervous system regeneration

Borstnar, S., Lindic, J., Tomazic, J., Kandus, A., Pikelj, A., Prah, J., Skvarc, M., Godnov, U., Kovac, D.

Journal:

Year:

1989

Language:

english

File:

PDF, 163 KB

english, 1989

29

Cellular Polyamines Promote Amyloid-Beta Peptide Fibrillation and Modulate the Aggregation Pathways

Luo, Jinghui, Yu, Chien-Hung, Yu, Huixin, Borstnar, Rok, Kamerlin, Shina C.L., Gräslund, Astrid, Pieter Abrahams, Jan, Wärmländer, Sebastian K.T.S.

Journal:

Biophysical Journal

Year:

2013

Language:

english

File:

PDF, 70 KB

english, 2013

30

Computational Study of the p K a Values of Potential Catalytic Residues in the Active Site of Monoamine Oxidase B

Borštnar, Rok, Repič, Matej, Kamerlin, Shina Caroline Lynn, Vianello, Robert, Mavri, Janez

Journal:

Journal of Chemical Theory and Computation

Year:

2012

Language:

english

File:

PDF, 3.48 MB

english, 2012

31

Interlaminar fracture micro-mechanisms in toughened carbon fibre reinforced plastics investigated via synchrotron radiation computed tomography and laminography

Borstnar, G., Mavrogordato, M.N., Helfen, L., Sinclair, I., Spearing, S.M.

Journal:

Composites Part A: Applied Science and Manufacturing

Year:

2015

Language:

english

File:

PDF, 2.40 MB

english, 2015

32

Computational Protein Engineering: Bridging the Gap between Rational Design and Laboratory Evolution

Barrozo, Alexandre, Borstnar, Rok, Marloie, Gaël, Kamerlin, Shina Caroline Lynn

Journal:

International Journal of Molecular Sciences

Year:

2012

Language:

english

File:

PDF, 2.00 MB

english, 2012

33

Triple negative breast cancer - prognostic factors and survival

Ovcaricek, Tanja, Frkovic, Snjezana, Matos, Erika, Mozina, Barbara, Borstnar, Simona

Journal:

Radiology and Oncology

Year:

2011

Language:

english

File:

PDF, 560 KB

english, 2011

34

Three-dimensional deformation mapping of Mode I interlaminar crack extension in particle-toughened interlayers

Borstnar, G., Gillard, F., Mavrogordato, M.N., Sinclair, I., Spearing, S.M.

Journal:

Acta Materialia

Year:

2016

Language:

english

File:

PDF, 2.63 MB

english, 2016

35

Outcomes of Treatment in Slovene Follicular Lymphoma Patients

Južnič Šetina, Tanja, Borštnar, Simona, Jezeršek Novaković, Barbara

Journal:

Clinical Lymphoma Myeloma and Leukemia

Year:

2015

Language:

english

File:

PDF, 612 KB

english, 2015

36

Comparative analysis of collaborative and simulation based learning in the management environment

Kljajić Borštnar, Mirjana

Journal:

Year:

2012

Language:

english

File:

PDF, 293 KB

english, 2012

37

3234 The impact of translocation t(14;18) on the outcome of follicular lymphoma patients

Setina, T. Juznic, Borstnar, S., Novakovic, S., Kokovic, I., Novakovic, B. Jezersek

Journal:

European Journal of Cancer

Year:

2015

Language:

english

File:

PDF, 60 KB

english, 2015

38

1836 Surgery and systemic therapy improve overall survival of HER2-positive breast cancer patients with central nervous system metastases

Grasic Kuhar, C., Matos, E., Demsar, A., Zabukovec, M., Mencinger, M., Ovcaricek, T., Ribnikar, D., Bokal, U., Borstnar, S.

Journal:

European Journal of Cancer

Year:

2015

Language:

english

File:

PDF, 58 KB

english, 2015

39

Pneumocystis Jirovecii Pneumonia in Slovenian Renal Transplant Recipients

Borstnar, S., Lindic, J., Kandus, A., Tomazic, J., Pikelj, A., Prah, J., Skvarc, M., Kovac, D.

Journal:

Transplantation Journal

Year:

2012

Language:

english

File:

PDF, 582 KB

english, 2012

40

1908 Effect of adjuvant concomitant treatment with radiotherapy and trastuzumab on cardiotoxicity in patients with breast cancer

Tanja, M., Borštnar, S., Blagus, R., Dolenc, J., Bilban-Jakopin, C.

Journal:

European Journal of Cancer

Year:

2015

Language:

english

File:

PDF, 64 KB

english, 2015

41

Development of Educational Web-Based Simulator and its Evaluation

Mkrttchian, Vardan, Kljajic, Miroljub, Škraba, Andrej, Yeranosyan, Hasmik, Borštnar, Mirjana Kljajic

Journal:

IFAC Proceedings Volumes

Year:

2008

Language:

english

File:

PDF, 313 KB

english, 2008

42

Pharmacoeconomic aspects of adjuvant anastrozole or tamoxifen in breast cancer: a Slovenian perspective

Piskur, Peter, Sonc, Monika, Cufer, Tanja, Borstnar, Simona, Mrhar, Ales

Journal:

Anti-Cancer Drugs

Year:

2006

Language:

english

File:

PDF, 85 KB

english, 2006

43

TREATMENT OF HYPERPARATHYROIDISM WITH CINACALCET IN KIDNEY TRANSPLANT RECIPIENTS

Borstnar, S., Kovac, D., Erzen, B., Stopar, T., Kocjan, T., Kandus, A.

Journal:

Transplantation Journal

Year:

2010

Language:

english

File:

PDF, 461 KB

english, 2010

44

Crack path simulation in a particle-toughened interlayer within a polymer composite laminate

Borstnar, G., Mavrogordato, M.N., Yang, Q.D., Sinclair, I., Spearing, S.M.

Journal:

Composites Science and Technology

Year:

2016

Language:

english

File:

PDF, 1.32 MB

english, 2016

45

PS-022 Guidelines for treatment of anticancer drugs extravasation and statistically review of all documented cases of extravasation during the period 2010–2013

Fortuna Luzar, M, Sonc, M, Borstnar, S, Bernot, M, Hotujec, S, Tavcar, P, Virant, I, Eberl, A, Kovacevic, M, Rozman, S

Journal:

European Journal of Hospital Pharmacy Science and Practice

Year:

2014

Language:

english

File:

PDF, 67 KB

english, 2014

46

THE PROGNOSTIC VALUE OF FLIPI IN THE ERA OF RITUXIMAB

Juznic Setina, T., Borstnar, S., Jezersek Novakovic, B.

Journal:

Hematological Oncology

Year:

2017

Language:

english

File:

PDF, 97 KB

english, 2017

47

Organizational Learning Supported by Machine Learning Models Coupled with General Explanation Methods: A Case of B2B Sales Forecasting

Bohanec, Marko, Robnik-Šikonja, Marko, Kljajić Borštnar, Mirjana

Journal:

Language:

english

File:

PDF, 1.31 MB

english

48

Synergetic effects of thin plies and aligned carbon nanotube interlaminar reinforcement in composite laminates

Kalfon-Cohen, Estelle, Kopp, Reed, Furtado, Carolina, Ni, Xinchen, Arteiro, Albertino, Borstnar, Gregor, Mavrogordato, Mark N., Sinclair, Ian, Spearing, S. Mark, Camanho, Pedro P., Wardle, Brian L.

Journal:

Composites Science and Technology

Year:

2018

Language:

english

File:

PDF, 1.57 MB

english, 2018

49

Pooled Analysis of uPA and PAI-1 for Prognosis in Primary Breast Cancer Patients

Look, M.P., Beex, L.V.R.M., Sweep, C.G.J., Manders, P., Blankenstein, R., Fiets, E., Brünner, N., Christensen, I.J., Cufer, T., Borstnar, S., Daxenbichler, G., Windbichler, G., Duffy, M.J., Eppenberge

Journal:

The International Journal of Biological Markers

Year:

2000

Language:

english

File:

PDF, 15 KB

english, 2000

50

Prognostic and Predictive value of the Urokinase-Type Plasminogen Activator (uPA) and Its Inhibitors PAI-1 and PAI-2 in Operable Breast Cancer

Cufer, T., Borstnar, S., Vrhovec, I.

Journal:

The International Journal of Biological Markers

Year:

2003

Language:

english

File:

PDF, 4.23 MB

english, 2003

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