Portfelj
doc. dr.sc.
Nikola Anđelić
mag.ing.mech.
Tehnički fakultet
Zavod za automatiku i elektroniku
Kontakt
Vidljivost
Obrazovanje
2012. - 2021.
dr.sc.
Poslijediplomski doktorski studij iz tehničkih znanosti, modul: Računarska mehanika
Sveučilište u Rijeci, Tehnički fakultet (RITEH)
2010-2012
mag. ing. mech.
Sveučilišni diplomski studij strojarstva, Smjer: Kompjutorska analiza konstrukcija i strojeva
Sveučilište u Rijeci, Tehnički fakultet (RITEH)
2006-2010
Univ. Bacc. Ing. Mech.
Sveučilišni preddiplomski studij strojarstva
Sveučilište u Rijeci, Tehnički Fakultet (RITEH)
Radno iskustvo
01.10.2022. -
Viši asistent
Viši asistent na Zavodu za Automatiku i Elektroniku
Sveučilište u Rijeci, Tehnički Fakultet
01.10.2016. - 30.09.2022.
Asistent
Asistent na Zavodu za automatiku i elektroniku
Sveučilište u Rijeci, Tehnički Fakultet
21.07.2014. - 31.03.2016.
Suradnik na projektu ADRIA HUB
Engineering Expert in Mechanical Design
Sveučilište u Rijeci, Tehnički Fakultet
Nastavna djelatnost
Kolegiji
2016-
Evolucijska robotika
Sveučilišni diplomski studij elektrotehnike
Tehnički fakultet u Rijeci
Asistent
2016-
Primjena umjetne inteligencije
Sveučilišni diplomski studij elektrotehnike
Tehnički fakultet u Rijeci
Asistent
2016-
Automatizacija ST
Stručni studij strojarstva
Tehnički fakultet u Rijeci
Asistent
2016-
Automatizacija
Sveučilišni prediplomski studij strojarstva
Tehnički fakultet u Rijeci
Asistent
2016-
Osnove robotike
Sveučilišni diplomski studij elektrotehnike
Tehnički fakultet u Rijeci
Asistent
2016-
Industrijska Robotika
Sveučilišni diplomski studij strojarstva/računarstva
Tehnički fakultet u Rijeci
Asistent
Mentor u završnim radovima
21.11.2023.
Estimacija energetske učinkovitosti stambenih zgrada primjenom strojnog učenja
Tomislav Vukić
Sveučilišni diplomski studij elektrotehnike, modul: Automatika
Sveučilište u Rijeci, Tehnički fakultet, Zavod za automatiku i elektroniku
06.10.2023.
Primjena umjetne inteligencije s naglaskom na pomorstvo i promet
Josip Nakićen
Logistika i menadžment u pomorstvu i prometu
Sveučilište u Rijeci, Pomorski fakultet, Zavod za logistiku i menadžment u pomorstvu i prometu
06.10.2023.
Umjetna inteligencija u logistici
Karlo Kadić
Logistika i menadžment u pomorstvu i prometu
Sveučilište u Rijeci, Pomorski fakultet, Zavod za logistiku i menadžment u pomorstvu i prometu
15.09.2023.
Estimacija cijene dionica primjenom ansambl metoda strojnog učenja
Edi Ančić
Sveučilišni diplomski studij elektrotehnike, modul: Automatika
Sveučilište u Rijeci, Tehnički fakultet, Zavod za automatiku i elektroniku
17.07.2023.
Trendovi umjetne inteligencije u pomorstvu
Karlo Milolaža
Logistika i menadžment u pomorstvu i prometu
Pomorski fakultet u Rijeci, Zavod za logistiku imenadžment u pomorstvu i prometu
Znanstvena djelatnost
Znanstveni radovi
2022.
Prediction of Robot Grasp Robustness using Artificial Intelligence Algorithms
Baressi Šegota, Sandi ; Anđelić, Nikola ; Car, Zlatan ; Šercer, Mario
Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku - 29 101-107
Q4
2022.
Dynamics Modeling of Industrial Robotic Manipulators: A Machine Learning Approach Based on Synthetic Data
Baressi Šegota, Sandi ; Anđelić, Nikola ; Šercer, Mario ; Meštrić, Hrvoje
Mathematics - 10 1-17
Q1 Exc
2022.
URINARY BLADDER CANCER DIAGNOSIS USING CUSTOMIZED VGG-16 ARCHITECTURES
Lorencin, Ivan ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Mrzljak, Vedran ; Smolić, Klara ; Španjol, Josip ; Car, Zlatan
World of health - 4 64-69
2021
The influence of various optimization algorithms on nuclear power plant steam turbine exergy efficiency and destruction
Mrzljak, Vedran; Anđelić, Nikola; Lorencin, Ivan; Sandi Baressi Šegota, Sandi;
Pomorstvo - 35 69-86
Q4
2021.
Neural Network-Based Model for Classification of Faults During Operation of a Robotic Manipulator
Baressi Šegota, Sandi ; Anđelić, Nikola ; Car, Zlatan ; Šercer, Mario
Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku - 28 1380-1387
Q4
2021.
Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progression
Blagojević, Anđela ; Šušteršič, Tijana ; Lorencin, Ivan ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Milovanović, Dragan ; Baskić, Danijela ; Baskić, Dejan ; Petrović Zdravković, Nataša ; Sazdanović, Predrag ; Car, Zlatan ; Filipović, Nenad
Computers in biology and medicine - 138 11
Q1
2021.
Automatic Evaluation of the Lung Condition of COVID-19 Patients Using X-ray Images and Convolutional Neural Networks
Lorencin, Ivan ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Blagojević, Anđela ; Šušteršič, Tijana ; Protić, Alen ; Arsenijević, Miloš ; Ćabov, Tomislav ; Filipović, Nenad ; Car, Zlatan
Journal of personalized medicine - 11 31
Q1
2021.
Estimation of COVID-19 epidemic cruves using genetic programming algorithm
Anđelić, Nikola ; Baressi Šegota, Sandi ; Lorencin, Ivan ; Mrzljak, Vedran ; Car, Zlatan
Health informatics journal - 27 1-40
Q2
2021.
Estimation of COVID-19 Epidemiology Curve of the United States Using Genetic Programming Algorithm
Anđelić, Nikola ; Baressi Šegota, Sandi ; Lorencin, Ivan ; Jurilj, Zdravko ; Šušteršič, Tijana ; Bagojević, Anđela ; Protić, Alen ; Ćabov, Tomislav ; Filipović, Nenand ; Car, Zlatan
International journal of environmental research and public health - 18 26
Q1
2021.
On Urinary Bladder Cancer Diagnosis: Utilization of Deep Convolutional Generative Adversarial Networks for Data Augmentation
Lorencin, Ivan ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Mrzljak, Vedran ; Ćabov, Tomislav ; Španjol, Josip ; Car, Zlatan
Biology - 10 27
Q1
2021.
Thermodynamic Analysis of a Condensate Heating System from a Marine Steam Propulsion Plant with Steam Reheating
Mrzljak, Vedran ; Lorencin, Ivan ; Anđelić, Nikola ; Car, Zlatan
Journal of Marine Science and Application - 20 1-11
Q2
2021.
Application of artificial intelligence-based regression methods in the problem of COVID-19 spread prediction: a systematic review
Musulin, Jelena ; Baressi Šegota, Sandi ; Štifanić, Daniel ; Lorencin, Ivan ; Anđelić, Nikola ; Šušteršič, Tijana ; Blagojević, Anđela ; Filipović, Nenad ; Ćabov, Tomislav ; Markova-Car, Elitza
International journal of environmental research and public health - 18 39
Q1
2021.
Use of Genetic Programming for the Estimation of CODLAG Propulsion System Parameters
Anđelić, Nikola ; Baressi Šegota, Sandi ; Lorencin, Ivan ; Poljak, Igor ; Mrzljak, Vedran ; Car, Zlatan
Journal of marine science and engineering - 9 31
2021.
Utilization of multilayer perceptron for determining the inverse kinematics of an industrial robotic manipulator
Baressi Šegota, Sandi ; Anđelić, Nikola ; Mrzljak, Vedran ; Lorencin, Ivan ; Kuric, Ivan ; Car, Zlatan
International Journal of Advanced Robotic Systems - 2021 1-11
Q2
2021.
Semantic Segmentation of Urinary Bladder Cancer Masses From CT Images: A Transfer Learning Approach
Baressi Šegota, Sandi ; Lorencin, Ivan ; Smolić, Klara ; Anđelić, Nikola ; Markić, Dean ; Mrzljak, Vedran ; Štifanić, Daniel ; Musulin, Jelena ; Španjol, Josip ; Car, Zlatan
Biology - 10 25
Q1
2021.
Automated Pipeline for Continual Data Gathering and Retraining of the Machine Learning-Based COVID-19 Spread Models
Baressi Šegota, Sandi ; Lorencin, Ivan ; Anđelić, Nikola ; Štifanić, Daniel ; Musulin, Jelena ; Vlahinić, Saša ; Šušteršič, Tijana ; Blagojević, Anđela ; Car, Zlatan
EAI Endorsed Transactions on Bioengineering and Bioinformatics - 21 9
2021.
Semantic segmentation of chest X-ray images based on the severity of COVID-19 infected patients
Štifanić, Daniel ; Musulin, Jelena ; Jurilj, Zdravko ; Baressi Šegota, Sandi ; Lorencin, Ivan ; Anđelić, Nikola ; Vlahinić, Saša ; Šušteršič, Tijana ; Blagojević, Anđela ; Filipović, Nenad ; Car, Zlatan
EAI Endorsed Transactions on Bioengineering and Bioinformatics - 21 8
2021.
Thermodynamic Analysis of a Condensate Heating System from a Marine Steam Propulsion Plant with Steam Reheating
Mrzljak, Vedran; Lorencin, Ivan; Anđelić, Nikola; Car, Zlatan;
Journal of Marine Science and Application - 1-11
Q2
2021.
Automatic Evaluation of the Lung Condition of COVID-19 Patients Using X-ray Images and Convolutional Neural Networks
Lorencin, Ivan; Baressi Šegota, Sandi; Anđelić, Nikola; Blagojević, Anđela; Šušteršić, Tijana; Protić, Alen; Arsenijević, Miloš; Ćabov, Tomislav; Filipović, Nenad; Car, Zlatan;
Journal of Personalized Medicine - 11 28
Q1 WOS Exc
2021.
Estimation of COVID-19 epidemic curves using genetic programming algorithm
Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin, Ivan; Mrzljak, Vedran; Car, Zlatan;
Health Informatics Journal - 27 40
Q2 WOS
2021.
Estimation of COVID-19 Epidemiology Curve of the United States Using Genetic Programming Algorithm
Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin, Ivan; Jurilj, Zdravko; Šušteršič, Tijana; Blagojević, Anđela; Protić, Alen; Ćabov, Tomislav; Filipović, Nenad; Car, Zlatan;
International Journal of Environmental Research and Public Health - 18
Q1 WOS
2021.
On Urinary Bladder Cancer Diagnosis: Utilization of Deep Convolutional Generative Adversarial Networks for Data Augmentation
Ivan Lorencin, Sandi Baressi Šegota, Nikola Anđelić, Vedran Mrzljak, Tomislav Ćabov, Josip Španjol, Zlatan Car
Biology - 10
Q1 WOS
2020.
Multilayer Perceptron approach to Condition- Based Maintenance of Marine CODLAG Propulsion System Components
Lorencin, Ivan ; Anđelić, Nikola ; Mrzljak, Vedran ; Car, Zlatan
Pomorstvo : scientific journal of maritime research - 33 181-190
Q4
2020.
Path planning optimization of six-degree-of- freedom robotic manipulators using evolutionary algorithms
Baressi Šegota, Sandi ; Anđelić, Nikola ; Lorencin, Ivan ; Saga, Milan ; Car, Zlatan
International journal of advanced robotic systems - 17 1-16
Q2
2020.
Dataset Size-Based Approach In Design Of Artificial Neural Network For Breast Cancer Diagnosis
Ivan Lorencin, Nikola Anđelić, Sandi Baressi Šegota, Daniel Štifanić, Jelena Musulin, Vedran Mrzljak, Elitza Markova-Car, Zlatan Car
World of Health - 3 13-19
2020.
Comparison Of Three Artificial Intelligence Algorithms For Sepsis Prediction
Jelena Musulin, Daniel Štifanić, Ivan Lorencin, Sandi Baressi Šegota, Nikola Anđelić1, Emanuel Borović, Alen Protić, Zlatan Car
World of Health - 3 20-25
2020.
Improvement of Marine Steam Turbine Conventional E xergy Analysis by Neural Network Application
Baressi Šegota, Sandi ; Lorencin, Ivan ; Anđelić, Nikola ; Mrzljak, Vedran ; Car, Zlatan
Journal of marine science and engineering - 8 38
Q2
2020.
Estimation of gas turbine shaft torque and fuel flow of a CODLAG propulsion system using genetic programming algorithm
Anđelić, Nikola ; Baressi Šegota, Sandi ; Lorencin, Ivan ; Car, Zlatan
Pomorstvo : scientific journal of maritime research - 34 323-337
Q4
2020.
Comparison of Exergy and Various Energy Analysis Methods for a Main Marine Steam Turbine at Different Loads
Anđelić, Nikola ; Mrzljak, Vedran ; Lorencin, Ivan ; Baressi Šegota, Sandi ;
Pomorski zbornik - 59 9-34
2020.
Comparison of Exergy and Various Energy Analysis Methods for a Main Marine Steam Turbine at Different Loads
Anđelić, Nikola; Mrzljak, Vedran; Lorencin, Ivan; Baressi Šegota, Sandi;
Pomorski zbornik - 59 9-34
2020.
Estimation of gas turbine shaft torque and fuel flow of a CODLAG propulsion system using genetic programming algorithm
Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin, Ivan; Car, Zlatan;
Pomorstvo - 34 323-337
Q2
2020.
Improvement of Marine Steam Turbine Conventional Exergy Analysis by Neural Network Application
Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Mrzljak, Vedran; Car, Zlatan;
Journal of Marine Science and Engineering - 8
Q2 WOS
2020
Analysis of Low-Power Steam Turbine With One Extraction for Marine Applications
Medica-Viola, Vedran; Mrzljak, Vedran; Anđelić, Nikola; Jelić, Maro;
NAŠE MORE: znanstveni časopis za more i pomorstvo - 67
Q2
2020.
Modeling the Spread of COVID-19 Infection Using a Multilayer Perceptron
Car, Zlatan ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Lorencin, Ivan ; Mrzljak, Vedran
Computational and mathematical methods in medicine - 2020 10
2020
Thermodynamic analysis of three-cylinder steam turbine from combined cycle power plant
V Mrzljak, J Prpić-Oršić, I Lorencin, N Anđelić
Machines. Technologies. Materials
2020.
Using multi-layer perceptron with Laplacian edge detector for bladder cancer diagnosis
Lorencin, Ivan; Anđelić, Nikola; Španjol, Josip; Car, Zlatan;
Artificial Intelligence in Medicine - 102 101746
Q1 WOS
2019.
Energy and Exergy Analyses of Forced Draft Fan for Marine Steam Propulsion System during Load Change
Mrzljak, Vedran ; Blecich, Paolo ; Anđelić, Nikola ; Lorencin, Ivan
Journal of marine science and engineering - 7 26
Q2
2019.
Marine Objects Recognition Using Convolutional Neural Networks
Lorencin, Ivan ; Anđelić, Nikola ; Mrzljak, Vedran ; Car, Zlatan
NAŠE MORE : znanstveno-stručni časopis za more i pomorstvo - 66 112-119
Q3
2019.
Genetic Algorithm Approach to Design of Multi- Layer Perceptron for Combined Cycle Power Plant Electrical Power Output Estimation
Lorencin, Ivan ; Anđelić, Nikola ; Mrzljak, Vedran ; Car, Zlatan
Energies - 12 26
Q2
2019.
Using multi-layer perceptron with Laplacian edge detector for bladder cancer diagnosis
Lorencin, Ivan ; Anđelić, Nikola ; Španjol, Josip ; Car, Zlatan
Artificial intelligence in medicine - 102 1-16
Q1
2019.
Analysis of Gas Turbine Operation before and after Major Maintenance
Mrzljak, Vedran ; Anđelić, Nikola ; Lorencin, Ivan ; Car, Zlatan
Pomorski zbornik - 57 57-70
2019.
Exergy analysis of marine steam turbine labyrinth (gland) seals
Lorencin, Ivan ; Anđelić, Nikola ; Mrzljak, Vedran ; Car, Zlatan
Pomorstvo : scientific journal of maritime research - 33 76-83
2019.
Artificial neural network for predicting values of residuary resistance per unit weight of displacement
Baressi Šegota, Sandi ; Anđelić, Nikola ; Kudláček, Jan ; Čep, Robert
Pomorski zbornik - 57 9-22
2019.
Multilayer Perceptron approach to Condition-Based Maintenance of Marine CODLAG Propulsion System Components
Lorencin, Ivan; Anđelić, Nikola; Mrzljak, Vedran; Car, Zlatan;
Pomorstvo - 33 181-190
2019.
Genetic Algorithm Approach to Design of Multi-Layer Perceptron for Combined Cycle Power Plant Electrical Power Output Estimation
Lorencin, Ivan; Anđelić, Nikola; Mrzljak, Vedran; Car, Zlatan;
Energies - 12 4352
Q3 WOS
2019.
Marine Objects Recognition Using Convolutional Neural Networks
Lorencin, Ivan; Anđelić, Nikola; Mrzljak, Vedran; Car, Zlatan;
NAŠE MORE: znanstveno-stručni časopis za more i pomorstvo - 66 112-119
2019.
Thermodynamic analysis of marine steam power plant pressure reduction valves
Mrzljak, Vedran ; Anđelić, Nikola ; Poljak, Igor ; Orović, Josip
Pomorski zbornik - 56 9-30
2019.
NEMS Resonators for Detection of Chemical Warfare Agents Based on Graphene Sheet
Anđelić, Nikola; Car, Zlatan; Čanađija, Marko;
Mathematical Problems in Engineering - 2019
Q2 WOS
2019.
Comparison of energy flow stream and isentropic method for steam turbine energy analysis
Blažević, Sebastijan ; Mrzljak, Vedran ; Anđelić, Nikola ; Car, Zlatan
Acta Polytechnica - 59 109-125
2019.
NEMS Resonators for Detection of Chemical Warfare Agents Based on Graphene Sheet
Anđelić, Nikola ; Car, Zlatan ; Čanađija, Marko
Mathematical problems in engineering - 2019 23
2018
Variation of natural frequencies by circular saw blade rotation
Anđelić, Nikola; Braut, Sanjin; Pavlović, Ana;
Tehnički vjesnik - 25 10-17
2016.
DETERMINATION OF CRITICAL ROTATIONAL SPEED OF CIRCULAR SAWS FROM NATURAL FREQUENCIES OF ANNULAR PLATE WITH ANALOGOUS DIMENSIONS
Skoblar, Ante ; Anđelić, Nikola ; Žigulić, Roberto
International Journal for Quality Research - 10 177-192
2016
On the influence of thermal stresses on eigenvalues of a circular saw blade
Nikola Anđelić, Roberto Žigulić, Marko Čanađija
Journal of Mechanical Engineering Science, Part C : Proceedings of the Institution of Mechanical Engineers - 231 96-108
WOS Q2
2016.
On the influence of thermal stresses on eigenvalues of a circular saw blade
Anđelić, Nikola ; Žigulić, Roberto ; Čanađija, Marko
Journal of Mechanical Engineering Science, Part C : Proceedings of the Institution of Mechanical Engineers - 231 96-108
2024
On the application of symbolic regression in the energy sector: Estimation of combined cycle power plant electrical power output using genetic programming algorithm
Anđelić, Nikola; Lorencin, Ivan; Mrzljak, Vedran; Car, Zlatan;
Engineering applications of artificial intelligence - 133
2022
Nuclear power plant steam re-heating system-exergy analysis at four different operating regimes
Mrzljak, Vedran; Prpić-Oršić, Jasna; Anđelić, Nikola; Lorencin, Ivan;
X International Scientific Conference: Technics, Technologies, Education, Safety
2024
Improvement of pulsars detection using dataset balancing methods and symbolic classification ensemble
Anđelić, Nikola;
Astronomy and Computing
2024
Robust password security: a genetic programming approach with imbalanced dataset handling
Andelić, Nikola; Baressi S̆egota, Sandi; Car, Zlatan;
International Journal of Information Security
2024
Improvement of Machine Learning-Based Modelling of Container Ship’s Main Particulars with Synthetic Data
Majnarić, Darin; Baressi Šegota, Sandi; Anđelić, Nikola; Andrić, Jerolim;
Journal of Marine Science and Engineering - 12
2023
Energy evaluation of a three-cylinder steam turbine which operates in combined cycle power plant
Mrzljak, Vedran; Baressi Šegota, Sandi; Prpić-Oršić, Jasna; Anđelić, Nikola;
VIII INTERNATIONAL SCIENTIFIC CONFERENCE" INDUSTRY 4.0" 2023-WINTER SESSION
2023
Generating Mathematical Expressions for Estimation of Atomic Coordinates of Carbon Nanotubes Using Genetic Programming Symbolic Regression
Anđelić, Nikola; Baressi Šegota, Sandi;
Technologies - 11
2023
Improvement of Malicious Software Detection Accuracy through Genetic Programming Symbolic Classifier with Application of Dataset Oversampling Techniques
Anđelić, Nikola; Baressi Šegota, Sandi; Car, Zlatan;
Computers - 12
2023
Decentralized smart grid stability modeling with machine learning
Franović, Borna; Baressi Šegota, Sandi; Anđelić, Nikola; Car, Zlatan;
Energies - 16
2023
Credit Card Fraud Detection Using Machine Learning Algorithms
Lorencin, Ivan; Anđelić, Nikola; Vale, Deni; Mavrinac, Marko;
Zbornik Istarskog veleučilišta-Rivista dell’Università Istriana di scienze applicate - 2
2023
Use of Synthetic Data in Maritime Applications for the Problem of Steam Turbine Exergy Analysis
Baressi Šegota, Sandi; Mrzljak, Vedran; Anđelić, Nikola; Poljak, Igor; Car, Zlatan;
Journal of marine science and engineering - 11
2023
Development of symbolic expressions ensemble for breast cancer type classification using genetic programming symbolic classifier and decision tree classifier
Anđelić, Nikola; Baressi Šegota, Sandi;
Cancers - 15
2021
Automated Pipeline for Continual Data Gathering and Retraining of the Machine Learning-Based COVID-19 Spread Models
Baressi Šegota, Sandi; Lorencin, Ivan; Andjelic, Nikola; Štifanić, Daniel; Musulin, Jelena; Vlahinic, S; Sustersic, Tijana; Blagojevic, Andjela; Car, Zlatan;
2023
Material Classification of Underground Objects From GPR Recordings Using Deep Learning Approach
Štifanić, Daniel; Štifanić, Jelena; Baressi Šegota, Sandi; Anđelić, Nikola; Car, Zlatan;
The Second Serbian International Conference on Applied Artificial Intelligence (SICAAI)
2023
Detection and classification of printed circuit boards using YOLO algorithm
Glučina, Matko; Anđelić, Nikola; Lorencin, Ivan; Car, Zlatan;
Electronics - 12
2023
Drive System Inverter Modeling Using Symbolic Regression
Glučina, Matko; Anđelić, Nikola; Lorencin, Ivan; Baressi Šegota, Sandi;
Electronics - 12
2023
Cervical cancer diagnostics using machine learning algorithms and class balancing techniques
Glučina, Matko; Lorencin, Ariana; Anđelić, Nikola; Lorencin, Ivan;
Applied Sciences - 13
2022
Estimation of Excitation Current of a Synchronous Machine Using Machine Learning Methods
Glučina, Matko; Anđelić, Nikola; Lorencin, Ivan; Car, Zlatan;
Computers - 12
2022
Detection of malicious websites using symbolic classifier
Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin, Ivan; Glučina, Matko;
Future Internet - 14
2022
Automated detection and classification of returnable packaging based on YOLOV4 algorithm
Glučina, Matko; Baressi Šegota, Sandi; Anđelić, Nikola; Car, Zlatan;
Applied Sciences - 12
2022
Mean Phase Voltages and Duty Cycles Estimation of a Three-Phase Inverter in a Drive System Using Machine Learning Algorithms
Anđelić, Nikola; Lorencin, Ivan; Glučina, Matko; Car, Zlatan;
Electronics - 11
2022
Applying Regressive Machine Learning Techniques in Determination of COVID-19 Vaccinated Patients’ Influence on the Number of Confirmed and Deceased Patients
Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Musulin, Jelena; Štifanić, Daniel; Glučina, Matko; Vlahinić, Saša; Car, Zlatan;
Mathematics - 10
2022
Nuclear power plant steam re-heating system-exergy analysis at four different operating regimes
Mrzljak, Vedran; Prpić-Oršić, Jasna; Anđelić, Nikola; Lorencin, Ivan;
X International Scientific Conference: Technics, Technologies, Education, Safety
2022
Dynamics Modeling of Industrial Robotic Manipulators: A Machine Learning Approach Based on Synthetic Data
Baressi Šegota, Sandi; Anđelić, Nikola; Šercer, Mario; Meštrić, Hrvoje;
Mathematics - 10
2021
Use of Genetic Programming for the Estimation of CODLAG Propulsion System Parameters
Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin, Ivan; Poljak, Igor; Mrzljak, Vedran; Car, Zlatan;
Journal of Marine Science and Engineering
2021
Thermodynamic analysis of steam turbines from geothermal double flash power system
Poljak, Igor; ŠEGOTA, Sandi BARESSI; Anđelić, Nikola; Lorencin, Ivan; JELIĆ, Maro; KUDLÁČEK, Jan; MRZLJAK, Vedran; CAR, Zlatan;
Technological forum 2021
2021
ENERGY ANALYSIS OF A GAS TURBINE UPGRADED WITH HEAT REGENERATOR
Mrzljak, Vedran; Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Musulin, Jelena; Štifanić, Daniel; Kudlaček, Jan; Car, Zlatan;
Technological forum 2021
2021
Determination of energy loss and efficiency for the low power steam turbine and each of its segments
Mrzljak, Vedran; Prpić-Oršić, Jasna; Poljak, Igor; Anđelić, Nikola;
VI International Scientific Conference: High Technologies. Business. Society - 9
Znanstvene knjige
2020.
Edge detector-based hybrid artificial neural network models for urinary bladder cancer diagnosis
Autor poglavlja
Ivan Lorencin, Nikola Anđelić, Sandi Baressi Šegota, Jelena Musulin, Daniel Štifanić, Vedran Mrzljak, Josip Španjol, Zlatan Car
Enabling AI Applications in Data Science
Aboul-Ella Hassanien;Mohamed Hamed N. Taha;Nour Eldeen M. Khalifa
Springer, Cham
https://link.springer.com/chapter/10.1007/978-3-030-52067-0_10
Kongresna priopćenja
2019
Comparison of Edge Detectors for Urinary Bladder Cancer Diagnostic
Lorencin, I; Barišić, B; Anđelić, N; Španjol, J; Car, Z;
2019
NEMS RESONATOR FOR DETECTION OF CHEMICAL WARFARE AGENTS BASED ON SINGLE LAYER GRAPHENE SHEET
Anđelić, N; Čanađija, M; Car, Z;
2019
EXERGY ANALYSIS OF HIGH-PRESSURE FEED WATER HEATING SYSTEM AT THREE POWER PLANT LOADS
Mrzljak, V; Orović, J; Poljak, I; Anđelić, N;
2019
FRICTION MODELING OF ROBOT MANIPULATOR JOINTS
Anđelić, N; Lorencin, I; Mrzljak, V; Car, Z;
2019
Numerical analysis of in-cylinder pressure and temperature change for naturally aspirated and upgraded gasoline engine
Vedran, Mrzljak; Božica, Žarković; Jasna, Prpić-Oršić; Nikola, Anđelić;
2019
ANALYSIS OF TWO METHODS FOR STEAM TURBINE DEVELOPED POWER CALCULATION IN INDUSTRY 4.0
MRZLJAK, Vedran; CAR, Zlatan; KUDLÁČEK, Jan; ANĐELIĆ, Nikola; LORENCIN, Ivan; BLAŽEVIĆ, Sebastijan;
2019
ESTIMATION OF COMBINED CYCLE POWER PLANT POWER OUTPUT USING MULTILAYER PERCEPTRON VARIATIONS
LORENCIN, Ivan; CAR, Zlatan; KUDLÁČEK, Jan; MRZLJAK, Vedran; ANĐELIĆ, Nikola; BLAŽEVIĆ, Sebastijan;
2019
NEMS Resonator for detection of Chemical Warfare Agents based on Double Layer Graphene Sheet
Anđelić, Nikola; Čanađija, Marko; Car, Zlatan;
2019
Numerical analysis of in-cylinder pressure and temperature change for naturally aspirated and upgraded gasoline engine
Mrzljak, Vedran; Žarković, Božica; Prpić-Oršić, Jasna; Anđelić, Nikola;
2018
ARTIFICIAL INTELLIGENCE-BASED METHOD FOR URINARY BLADDER CANCER DIAGNOSTIC
Bogović, Korino; Lorencin, Ivan; Anđelić, Nikola; Blažević, Sebastijan; Smolčić, Klara; Španjol, Josip; Car, Zlatan;
2018
TRAJECTORY PLANNING USING GENETIC ALGORITHM FOR THREE JOINTS ROBOT MANIPULATOR
Anđelić, Nikola; Blažević, Sebastijan; Car, Zlatan;
2018
SEPSIS PREDICTION USING ARTIFICIAL INTELLIGENCE ALGORITHMS
Brnić, Mateo; Čondrić, Emanuel; Blažević, Sebastijan; Anđelić, Nikola; Borović, Emanuel; Car, Zlatan;
2018
EXHAUST GAS EMISSIONS FROM TURBOCHARGED DIRECT INJECTION DIESEL ENGINE DURING THE FUEL MASS FLOW VARIATION
Mrzljak, Vedran; Blažević, Sebastijan; Anđelić, Nikola; Car, Zlatan;
2016
Study of influence of geometry, rotational speed and heat generated by wood cutting on vibrations of circular saw blade
Anđelić, Nikola; Car, Zlatan; Braut, Sanjin; Žigulić, Roberto;
IN-TECH 2016 Prag
2016
AdriaHUB ICT platforma
Škorjanc, Tatjana; Žigulić, Roberto; Anđelić, Nikola;
MIPRO 2016 Opatija
2015
Variation of Natural Frequencies by Circular Saw Blade Rotation
Anđelić, Nikola; Pavlović, Ana; Braut, Sanjin;
8th International Congress of Croatian Society of Mechanics Opatija
National Case Study for Croatia
Lorencin, Ivan; Ogrizović, Dario; Anđelić, Nikola; Car, Zlatan;
5.9. - 7.9. 2018
EXHAUST GAS EMISSIONS FROM TURBOCHARGED DIRECT INJECTION DIESEL ENGINE DURING THE FUEL MASS FLOW VARIATION
Mrzljak, Vedran; Blažević, Sebastijan; Anđelić, Nikola; Car, Zlatan;
IN-TECH 2018 Zagreb
5.9. - 7.9. 2018
SEPSIS PREDICTION USING ARTIFICIAL INTELLIGENCE ALGORITHMS
Brnić, Mateo; Čondrić, Emanuel; Blažević, Sebastijan; Anđelić, Nikola; Borović, Emanuel; Car, Zlatan;
IN-TECH 2018 Zagreb
5.9. - 7.9. 2018
TRAJECTROY PLANNING USING GENETIC ALGORITHM FOR THREE JOINTS ROBOT MANIPULATOR
Anđelić, Nikola; Blažević, Sebastijan; Car, Zlatan;
IN-TECH 2018 Zagreb
5.9. - 7.9. 2018
ARTIFICIAL INTELLIGENCE-BASED METHOD FOR URINARY BLADDER CANCER DIAGNOSTIC
Bogović, Korino; Lorencin, Ivan; Anđelić, Nikola; Blažević, Sebastijan; Smolčić, Klara; Španjol, Josip; Car, Zlatan;
IN-TECH 2018 Zagreb
11.9.-13.9.2017
Determination of Natural Vibrations of Simply Supported Single Layer Graphene Sheet using Non-Local Kirchhoff Plate Theory
Anđelić, Nikola; Čanađija, Marko; Car, Zlatan;
IN-TECH 2017 Ljubljana
11.9.-13.9.2017
Research of Unstable Behaviour of Iterative Path Planning Algorithm for Robot Manipulator
Blažević, Sebastijan; Anđelić, Nikola; Car, Zlatan;
IN-TECH 2017 Ljubljana
2022
Detection of gas molecules using graphene based nanosensor
Anđelić, Nikola; Čanađija, Marko; Car, Zlatan;
Determining the Influence of Hardware on the Execution Times of Trained Machine Learning Models
Šegota, Sandi Baressi; Glučina, Matko; Štifanić, Daniel; Musulin, Jelena; Lorencin, Ivan; Anđelić, Nikola; Car, Zlatan;
Country-level factor influence on COVID-19 excess mortality rates determined using Random Forest algorithm
ŠEGOTA, Sandi BARESSI; BLAGOJEVIĆ, Anđela; ŠUŠTERŠIČ, Tijana; MUSULIN, Jelena; ŠTIFANIĆ, Daniel; GLUČINA, Matko; LORENCIN, Ivan; ANĐELIĆ, Nikola; FILIPOVIĆ, Nenad; CAR, Zlatan;
2022
Influence of data scaling/normalization techniques on estimation accuracies of ground-state energies using genetic programming
Anđelić, Nikola; ŠEGOTA, Sandi BARESSI; Lorencin, Ivan; Glučina, Matko;
2022
Utilization of Genetic Programming for Estimation of Molecular Structures Ground State Energies
Nikola Anđelić, Sandi Baressi Šegota, Ivan Lorencin, Matko Glučina, Jelena Musulin, Daniel Štifanić, Zlatan Car;
2022
Comparison of Image Augmentation Techniques in Urinary Bladder Cancer Diagnostics
Lorencin, Ivan; Baressi Šegota, Sandi; Glučina, Matko; Anđelić, Nikola; Štifanić, Daniel; Španjol, Josip; Car, Zlatan;
2022
Analysis of COVID-19 disease using machine learning-personalized model
Blagojević, Anđela; Šušteršič, Tijana; Lorencin, Ivan; Šegota, Sandi Baressi; Anđelić, Nikola; Milovanović, Dragan; Baskić, Dejan; Car, Zlatan; Filipović, Nenad;
2022
Histopathological H&E-Stained Image Analysis Based on AI
Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Šegota, Sandi Baressi; Anđelić, Nikola; Lorencin, Ivan; Glučina, Matko; Car, Zlatan;
25-27.10.2021.
Utilization of Convolutional Neural Networks for Urinary Bladder Cancer Diagnosis Recognition From CT Imagery
Lorencin, Ivan ; Smolić, Klara ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Štifanić, Daniel ; Musulin, Jelena ; Markić, Dean ; Španjol, Josip ; Car, Zlatan
Predavanje
2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE) Kragujevac, Srbija
Projekti
Projekti u znanosti - Voditelj projekta
doc. dr.sc.Nikola Anđelićmag.ing.mech.
Energetska optimizacija industrijskih robotskih manipulatora primjenom algoritama evolucijskog računarstva
Tehničke znanosti
Projekti u znanosti - Suradnik na projektu
Prof.dr.sc.Zlatan Cardipl.ing.str.
Razvoj inteligentnog ekspertnog sustava za online diagnostiku raka mokračnog mjehura
Tehničke znanosti
Prof.dr.sc.Zlatan Cardipl.ing.str.
Razvoj Cloud Manufacturing inteligentnih sustava za nadzor, vođenje i automatizaciju proizvodnog procesa
Tehničke znanosti