Dr. sc. Ivan Štajduhar dipl. ing. rač.

Tehnički fakultet Zavod za računarstvo

e-pošta : ivan.stajduhar@riteh.hr
prostorija : 1-49b
telefon : 651 448

MEĐUNARODNA VIDLJIVOST:
CITATIH-INDEXI10-INDEX
Google Scholar 85 5 3
ORCID iD
Scopus 36 (30) 3
Web of Science 25 (21) 3

Obrazovanje

1.1.2006. - 1.1.2010. Dr.sc. Fakultet elektrotehnike i računarstva, Sveučilište u Zagrebu, Hrvatska
1.1.2001. - 1.1.2005. Mr.sc. Fakultet za računarstvo i informatiku, Sveučilište u Ljubljani, Slovenija
1.1.1996. - 1.1.2001. Dipl. ing. rač. Računarstvo i informatika Fakultet za računarstvo i informatiku, Sveučilište u Ljubljani, Slovenija

Radno iskustvo

1.1.2012. - Docent Tehnički fakultet, Sveučilište u Rijeci
1.1.2010. - 1.1.2011. Znanstveni novak – viši asistent Tehnički fakultet, Sveučilište u Rijeci
1.1.2006. - 1.1.2010. Znanstveni novak – asistent Tehnički fakultet, Sveučilište u Rijeci
1.1.2002. - 1.1.2006. Znanstveni novak – mlađi asistent Tehnički fakultet, Sveučilište u Rijeci

Nagrade i priznanja

24.1.2017. Nagrada Zaklade Sveučilišta u Rijeci za kalendarsku godinu 2015. u kategoriji ZNANSTVENICI – područje tehničke i prirodne znanosti, 2017.
27.5.2015. CTI AWARD 2015 for outstanding paper

Nastavna djelatnost

Gostujući nastavnik

1.3.2013. - 31.3.2013.
CEEPUS
Czech Technical University in Prague, Faculty of Mechanical Engineering
Gostujući predavač
Norma sati: 32

Osobni razvoj

15.2.2106. - 19.2.2016. Prezentacija na engleskom jeziku


Norma sati: 30
31.7.2016. - 6.8.2016. Medical Imaging Summer School 2016 (Favignana, Sicilija)


Norma sati: 40
4.7.2016. - 6.7.2016. Deep Learning, Tools and Methods workshop


Norma sati: 13
1.2.2016. - 5.2.2016. Radionica intenzivnog engleskog jezika


Norma sati: 30
29.1.2016. - 1.3.2016. Getting Results Through Individual and Organizational Accountability


Norma sati: 16

Znanstvena i umjetnička djelatnost

Znanstveni radovi

1. Štajduhar, Ivan; Mamula, Mihaela; Miletić, Damir; Unal, Gozde
Semi-automated detection of anterior cruciate ligament injury from MRI
Computer Methods and Programs in Biomedicine 140 151–164 - 2017.

Q1
WOS

2. Štajduhar, Ivan ; Tomić, Mladen ; Lerga, Jonatan
Mirroring quasi-symmetric organ observations for reducing problem complexity
Expert systems with applications 85 318-334 - 2017.
Preuzeto sa: https://bib.irb.hr/prikazi-rad?&rad=877323

Q1
WOS
Exc

3. Štajduhar, Ivan; Dalbelo-Bašić, Bojana
Uncensoring censored data for machine learning: A likelihood-based approach
Expert systems with applications 39 7226-7234 - 2012. http://www.sciencedirect.com/science/article/pii/S095741741200067X

Q1
WOS
Exc

4. Štajduhar, Ivan; Dalbelo Bašić, Bojana
Learning Bayesian networks from survival data using weighting censored instances
Journal of biomedical informatics 43 613-622 - 2010. http://www.sciencedirect.com/science/article/pii/S1532046410000389

Q1
WOS
Exc

5. Štajduhar, Ivan; Dalbelo Bašić, Bojana; Bogunović, Nikola
Impact of censoring on learning Bayesian networks in survival modelling
Artificial intelligence in medicine 47 199-217 - 2009. http://www.sciencedirect.com/science/article/pii/S0933365709001328

Q1
Q2
WOS

Pozvana predavanja

1. Ivan Štajduhar
Artificial intelligence in medicine
Fakultet za matematiku i fiziku, Sveučilište u Ljubljani, Ljubljana, Slovenija - 10.5.2017.
2. Ivan Štajduhar
Umjetna inteligencija u medicini
Tehnički fakultet, Rijeka - 10.3.2017. http://www.riteh.uniri.hr/novosti/predavanje-izv-prof-dr-sc-ivana-stajduhara/
3. Ivan Štajduhar
Automated detection of the anterior cruciate ligament injury from MRI
Sabanci University, Istanbul, Turska - 30.7.2015. http://www.sabanciuniv.edu/en/events-detail/15137

Kongresna priopćenja

1.
R. Rodin, I. Štajduhar
The Challenge of Measuring Distance to Obstacles for the Purpose of Generating a 2-D Indoor Map Using an Autonomous Robot Equipped with an Ultrasonic Sensor MIPRO CTS - Computers in Technical Systems Conference Opatija - 25.5.2017.
2.
Petrović, Iva; Perković, Paolo; Štajduhar, Ivan
A Profile- and Community-Driven Book Recommender System MIPRO CTI - Telecommunications & Information Conference Opatija - 1.1.2015.
3.
Pavković, Ivan; Štajduhar, Ivan
Semantic Approach to Accommodation & Booking Related Web Services MIPRO CTI - Telecommunications & Information Conference Opatija - 1.1.2015.
4.
Štajduhar, Ivan; Mauša, Goran
Using String Similarity Metrics for Automated Grading of SQL Statements MIPRO CIS - Intelligent Systems Conference Opatija - 1.1.2015.
5.
Manojlović, Teo; Štajduhar, Ivan
Predicting Stock Market Trends Using Random Forests: A Sample of the Zagreb Stock Exchange MIPRO CIS - Intelligent Systems Conference Opatija - 1.1.2015.
6.
Anđelini, Marin; Štajduhar, Ivan
Upotreba bespilotnih letjelica u prevenciji i gašenju požara( Use of Unmanned Aerial Vehicles in Preventing and Extinguishing Fires ) International Conference on Innovative Technologies in Safety Engineering Rijeka - 1.1.2015.
7.
Mauša, Goran; Perković, Paolo; Galinac Grbac, Tihana; Štajduhar, Ivan
Techniques for Bug–Code Linking SQAMIA Lovran - 1.1.2014.
8.
Štajduhar, Ivan; Bratko, Ivan
Likelihood based classification in Bayesian networks 25th IASTED International Multi-Conference on APPLIED INFORMATICS Innsbruck, Austria - 1.1.2007. http://dl.acm.org/citation.cfm?id=1295361
9.
Štajduhar, Ivan; Stojković, Nino
Inducing Decision Trees from Reduced Datasets 16th International DAAAM Symposium Opatija, Croatia - 1.1.2005.
10.
Vrankić, Miroslav; Seršić, Damir; Štajduhar, Ivan
Lossy Image Reconstruction Using Adaptive Wavelet Filter Bank Fifth IASTED International Conference on Signal and Image Processing Honolulu, Hawaii - 1.1.2003.

Znanstveni projekti

1. 1.5.2015. - 1.8.2015.
Automatic Detection of Knee Ligament Injury from Magnetic Resonance Scans; Voditelj; TUBITAK - THE SCIENTIFIC AND TECHNOLOGICAL RESEARCH COUNCIL OF TURKEY; 50000kn; -
2. 1.1.2015. -
Evolving Software Systems: Analysis and Innovative Approaches for Smart Management (EVOSOFT); suradnik; HRZZ; ; http://www.seiplab.riteh.uniri.hr/?page_id=712&lang=hr
3. 1.1.2013. -
Analiza i inovativni pristupi razvoju, upravljanju i primjeni kompleksnih softverskih sustava; suradnik; Sveučilište u Rijeci; 90000; http://www.seiplab.riteh.uniri.hr/?page_id=381&lang=en
4. 1.1.2007. - 1.1.2011.
Optimizacija i dizajn vremensko-frekvencijskih distribucija; istraživač; MZOŠ; ; http://zprojekti.mzos.hr/public/c-prikaz_det.asp?psid=0&ID=721
5. 1.1.2002. - 1.1.2005.
Raspodijeljeni sustavi upravljanja proizvodnim procesima korištenjem agenata; istraživač; MZOŠ; ; http://zprojekti.mzos.hr/zProjektiold/prikaz_det.asp?sort=3&offset=1755&ID=0069015
6. -
RadiologyNet: Strojno učenje za prijenos znanja; Voditelj; Sveučilište u Rijeci; 18000kn; http://www.riteh.uniri.hr/~istajduh/projects/RadiologyNet/

Znanstveni skupovi

1. 31.7.2016. - 6.8.2016.
Medical Imaging Summer School 2016 (Favignana, Sicilija) University of Catania, Catania, Italija polaznik znanstvenog usavršavanja
2. 4.7.2016. - 6.7.2016.
Deep Learning, Tools and Methods workshop IDIAP Research Institute, Martigny, Švicarska polaznik znanstvenog usavršavanja

Recenzije

1. 2016. Journal of Biomedical Informatics
2. 2012. Artificial Intelligence in Medicine
3. 2011. Artificial Intelligence in Medicine
4. 2011. Iranian Red Crescent Medical Journal
5. 2010. Artificial Intelligence in Medicine
6. 2010. Knowledge-Based Systems
7. 2010. Knowledge-Based Systems
8. 2010. Intelligent Data Analysis in Biomedicine and Pharmacology
9. 2010. Intelligent Data Analysis in Biomedicine and Pharmacology
10. 2010. International Conference on Knowledge-Based and Intelligent Information & Engineering Systems

Stručna djelatnost


Javno djelovanje

Javna predavanja

1. 30.7.2015. - Automated detection of the anterior cruciate ligament injury from MRI
SU seminar
Sabanci University, Istanbul, Turska

Administrativna djelatnost

Povjerenstva na sveučilištu

1. 1.10.2016. - - Pomoćnik dekana
Tehnički fakultet
2. 1.2.2013. - 30.9.2016. - Voditelj programa cjeloživotnog obrazovanja za upis na diplomski sveučilišni studij računarstva
Tehnički fakultet
3. 1.1.2010. - 30.9.2016. - Voditelj preddiplomskog i diplomskog sveučilišnog studija računarstva
Tehnički fakultet