Hrvoje Kalinić

University of Split, Faculty of Science

Ruđera Boškovića 33

21000 Split, Hrvatska

PhD, Faculty of Electrical Engineering and Computing, September 2012.

• Thesis: Registration and model-based analysis of transaortic valvular flow ultrasound images
• Qualificatory doctoral exam: Atlas-based image segmentation: A Survey
• Thesis Advisors: Prof. dr. sc. Sven Lončarić; and Prof. dr. sc. Davor Miličić;
• Reseach filed: Image processing and analysis

University diploma, Faculty of Electrical Engineering and Computing, September 2006.

• Topic: A system dynamic application in complex system modeling
• Advisor: Prof. dr. sc. Branko Jeren
• Reseach filed: Complex system

• Visiting Professor, European University of the Seas, 2021-2022
• Visiting Professor, University of Split, 2021
• Associate Professor, University of Split, Faculty of Science, since 2020
• Assistant Professor, University of Split, Faculty of Science, 2015-2019
• Postdoctoral researcher, Institute for Oceanography and Fisheries, Split, 2014-2015
• Visiting Lecturer, University of Split, Faculty of Science, 2014-2015
• Research and teaching assistant, University of Zagreb, Faculty of Electrical Engineering and Computing, 2006-2014

European University of the Seas: Université de Bretagne Occidentale, University of Cadiz, University of Gdansk, University of Kiel, University of Malta, University of Split

• Marine Data Literacy

University of Split, Faculty of Science

• Programming in Python
• Computational intelligence and applications
• Data mining
• Computer graphics
• 3D modeling of physical objects
• Programming in C 2
• Programming in C 1
• Object oriented programming
• Problem solving with Python
• Algorithms and data structures

University of Split

• Computers and applications

University of Zagreb, Faculty of Electrical Engineering and Computing

• Random process in systems
• Digital image analysis
• Neural networks
• Multimedia technologies
• Information processing
• Laboratory in information processing 1
• Laboratory in electrical engineering and computing 1
• Signals and systems

• Head, Environmental Data Analysis Laboratory, since 2020
• Head, Machine Learning Group, 2019-2020
• Member, Internal quality control committee, 2018-2021
• Coordinator, Students practice coordinator, 2018-2020
• Industrial Council Initiator, 2018
• Head, Computational Intelligence Laboratory, 2017-2019
• Member, Student member of Faculty Senat, 2009-2010
• Member, Deputy member of University Technical Committee, 2009-2010
• System administrator, System administrator for first high performance computer cluster, 2007-2013

Review panel member

• Croatian Science Fundation, Research Grant 2023

Reviewer of Journal papers

• Climate Dynamics
• Sensors
• Journal of Computing and Information Technology
• Applied Sciences
• Transactions of the Institute of Measurement and Control
• Journal of Marine Science and Engineering
• Buildings
• Optik
• Pure and Applied Geophysics
• Artificial Intelligence in Medicine
• Automatika - Journal for Control, Measurement, Electronics, Computing and Communications
• WSEAS Transaction on Signal Processing international Journal

Reviewer of proceedings papers

• 9th Croatian Computer Vision Workshop (CCVW 2021), Zagreb, Croatia, October 20, 2021
• 12th Int'l Symposium on Image and Signal Processing and Analysis, Zagreb, Croatia, September 13-15, 2021
• Conference on Uncertainty in Artificial Intelligence (UAI 2020), virtual, August 4-6, 2020
• Conference on Uncertainty in Artificial Intelligence (UAI 2019), Tel Aviv, Israel, July 23-25th, 2019
• 11th Int'l Symposium on Image and Signal Processing and Analysis, Dubrovnik, Croatia, September 23-25, 2019
• 7th Croatian Computer Vision Workshop (CCVW 2018), Zagreb, Croatia October 24, 2018
• International Symposium on Image and Signal Processing and Analysis (ISPA 2015), Zagreb (Croatia) 2015.
• IEEE Eurocon 2013, Zagreb (Croatia) 2013.
• 18th IEEE symposium on Computers and Communications (ISCC), Split (Croatia) 2013
• 36. međunarodni skup za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektoniku (MIPRO), Opatija (Croatia) 2013.
• 8th Int'l Symposium on Image and Signal Processing and Analysis, Trieste, Italy 2013.

Technical/Program Committee member

• 10th Croatian Computer Vision Workshop (CCVW 2021), October 19, 2022. Zagreb, Croatia. Technical Program Committee
• 9th Croatian Computer Vision Workshop (CCVW 2021), October 20, 2021. Zagreb, Croatia. Technical Program Committee
• 12th Int'l Symposium on Image and Signal Processing and Analysis, Zagreb, Croatia, September 13-15, 2021. Program Committee
• 8th Croatian Computer Vision Workshop (CCVW 2019), October 23, 2019. Zagreb, Croatia. Technical Program Committee
• 11th Int'l Symposium on Image and Signal Processing and Analysis, Dubrovnik, Croatia, September 23-25, 2019. Program Committee
• 7th Croatian Computer Vision Workshop (CCVW 2018), October 24, 2018. Zagreb, Croatia. Technical Program Committee
• 10th Int'l Symposium on Image and Signal Processing and Analysis, Ljubljana, Slovenia, September 18-20, 2017. Program Committee
• 6th Croatian Computer Vision Workshop (CCVW 2017), October 26,s 2017. Split, Croatia. Technical Program Committee
• International Symposium on Image and Signal Processing and Analysis (ISPA 2015), 7.-9. rujna 2015. Zagreb, Croatia. Program Committee
• International Symposium on Image and Signal Processing and Analysis (ISPA 2013), 4.-6. rujna 2013. Trieste, Italy. Program Committee

Event organizer

• 3. SeaDataNet2, 3rd Annual Meeting, 24. -25. rujna 2014. Split, Croatia. Organizing Committee
• International Symposium on Image and Signal Processing and Analysis (ISPA 2013), 4.-6. rujna 2013. Trieste, Italy. Organizing Committee
• 1st IEEE SPS Summer School on Biomedical Image Processing and Analysis (SSBIPA2013), June 8-14, Dubrovnik, Croatia. Organizing Committee
• 3rd Students to Industry workshop (DIRA2012), 2012, Zagreb, Croatia. Organizing Committee
• 1st Croatian Computer Workshop (CCV2011), 2011, Zagreb, Croatia. Organizing Committee
• International Symposium on Image and Signal Processing and Analysis (ISPA 2011), 4.-6. rujna 2011. Dubrovnik, Croatia. Organizing Committee
• 2nd Students to Industry workshop (DIRA2011), 2011, Zagreb, Croatia. Organizing Committee
• 1st Students to Industry workshop (DIRA2010), 2010, Zagreb, Croatia. Organizing Committee

• "Software Sensor Development at Environmental Data Analysis Laboratory (SSA@EDAL)", 2020-today. Croatian Science foundation
• "Estimating contribution of sub-hourly sea level oscillations to overall sea level extremes in changing climate (SHExtreme)", 2020-today. European research council
• "Strength and Variability of the Adriatic sea level extremes in present and future climates (StVar-Adri)", 2020-today. Croatian Science foundation
• "Sustainable transport of vulnerable groups with the fulfillment of individual requests: proof of concept", 2020. University of Zagreb grant
• "Investigation of the impact of autonomous vehicles on urban traffic flow characteristics", 2019. University of Zagreb grant
• "Application of deep learning in intelligent traffic control", 2018. University of Zagreb grant
• "Towards an alliance of European research fleets (EUROFLEET-II)", 2015-2017. FP7 grant
• "MESSI - Meteotsunamis, destructive long ocean waves in the tsunami frequency band: from observations and simulations towards a warning system", 2015-2017, Unity Through Knowledge (UKF) grant
• "SeaDataNet2 - Pan-European infrastructure for ocean & marine data management", 2014-2015. FP7 grant
• "HAZADR - Strengthening common reaction capacity to fight sea pollution of oil, toxic and hazardous substances in Adriatic Sea", 2014-2015. IPA Adriatic CBC Programme grant
• "NEURAL - Interpreting and forecasting Adriatic surface currents by an artificial brain", 2014-2015. Croatian Science Foundation grant
• "Fire detection system" 2013-2014. VipNet grant (industry)
• "Intelligent image analysis", 2007-2013. Ministry of Science grant
• "An integrated, model based, approach for the quantification of cardiac function based on cardiac imaging" 2006-2007. Croatian Science Foundation grant
• "PanoVRama - multiple projector 3D visualization", 2009-2010. Ministry of science grant
• "Multidimensional image analysis", 2006-2007. Ministry of Science grant

Faculty of Science

• Top scientist award, 2022
• Top scientist award, 2021
• Top scientist award, 2018
• Top scientist award, 2016

SSIP09

• Third Prize Winners, 2009

AIESEC Zagreb

• Vip Case study - first place, 2006

BEST Zagreb

• Gis-data Case study - first place, 2006
• Ericsson Case study - first place, 2005

Books

• H. Kalinić, Z. Boban. Uvod u rudarenje podataka R-om (Introduction to data mining with R), 401 pages, Element 2022.

Selected papers

• H. Kalinić, L. Ćatipović, F. Matić. Optimal Sensor Placement Using Learning Models - A Mediterranean Case Study. Remote sensing, 14:1-16, 2022.
• L. Gujinović, A. Maravić, H. Kalinić, M. Dželalija, S. Šestanović, D. Zanchi, I.Šamanić. Metagenomic analysis of pioneer biofilm-forming marine bacteria with emphasis on Vibrio gigantis adhesion dynamics. Colloids and Surfaces B: Biointerfaces, 217, 2022.
• I. Šamanić, H. Kalinić, Ž. Fredotović, M. Dželalija, A.-M. Bungur, A. Maravić. Bacteria tolerant to colistin in coastal marine environment: Detection, microbiome diversity and antibiotic resistance genes' repertoire. Chemosphere, 281, 2021.
• M. Miletić, K. Kušić, M. Gregurić, D. Koltovska Nečoska, E. Ivanjko, H. Kalinić. Creating A Data-Set For Sustainable Urban Mobility Analysis: Lessons Learned. ELMAR-2020: 62nd International Symposium: Proceedings pp. 73-78, 2020.
• F. Matić, H. Kalinić, I. Vilibić, B. Grbec, K. Morožin. Adriatic-Ionian air temperature and precipitation patterns derived from self-organizing maps: relation to hemispheric indices. Climate Research, 78:149-163, 2019.
• V. Baličević, H. Kalinić, S. Lončarić, M. Čikeš, and B. Bijnens. A computational model-based approach for atlas construction of aortic doppler velocity profiles for segmentation purposes. Biomedical Signal Processing and Control, 40:23-32, 2018.
• Hrvoje Kalinić, Hrvoje Mihanović, Simone Cosoli, Martina Tudor, Ivica Vilibić. Predicting ocean surface currents using numerical weather prediction model and kohonen neural network: a northern adriatic study. Neural Computing and Applications, 2017.
• I. Vilibić, J. Šepić, H. Mihanović, H. Kalinić, S. Cosoli, I. Janeković, N. Žagar, B. Jesenko, M. Tudor, V. Dadić, and D. Ivanković. Self-organizing maps-based ocean currents forecasting system. Scientific Reports, 6, 2016.
• H. Kalinić, H. Mihanović, S. Cosoli, and I. Vilibić. Sensitivity of self-organizing map surface current patterns to the use of radial vs. cartesian input vectors measured by high-frequency radars. Computers and Geosciences, 84:29–36, 2015.
• H. Kalinić, S. Lončarić, and B. Bijnens. Absolute joint moments: A novel image similarity measure. Eurasip Journal on Image and Video Processing, 2013.
• H. Kalinic, Z. Kostanjčar, and B. Jeren. Novel product development - key issues for success. Economic Computation and Economic Cybernetics Studies and Research, 44(4):179–198, 2010.
• Kalinić, Hrvoje; Lončarić, Sven; Čikeš, Maja; Davor Miličić; Bijenens, Bart. Comparison of different metods for atlas construction, 17th European Signal Processing Conference (EUSIPCO 2009). Glasgow, 2009. 1319-1323
• M. Cikes, H. Kalinic, A. Baltabaeva, S. Loncaric, C. Parsai, D. Milicic, I. Cikes, G. Sutherland, and B. Bijnens. The shape of the aortic outflow velocity profile revisited: Is there a relation between its asymmetry and ventricular function in coronary artery disease? European Journal of Echocardiography, 10(7):847–857, 2009.

The complete list of papers is available through Croatian Scientific Bibliography project: CROSBI/CRORIS.