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)

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

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

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 ; Baressi Šegota, Sandi

Pomorstvo : scientific journal of maritime research - 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

https://www.hindawi.com/journals/cmmm/2020/5714714/

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

10.1177/0954406216641148

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

Energy evaluation of a three-cylinder steam turbine which operates in combined cycle power plant

Vedran, Mrzljak; Sandi, Baressi Šegota; Jasna, Prpić-Oršić; Nikola, Anđelić;

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

Nuclear power plant steam re-heating system-exergy analysis at four different operating regimes

Vedran, Mrzljak; Jasna, Prpić-Oršić; Nikola, Anđelić; Ivan, Lorencin;

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

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

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

30.06.2021.-02.07.2021

THERMODYNAMIC ANALYSIS OF STEAM TURBINES FROM GEOTHERMAL DOUBLE FLASH POWER SYSTEM

Igor POLJAK, Sandi BARESSI ŠEGOTA, Nikola ANĐELIĆ, Ivan LORENCIN, Maro JELIĆ, Jan KUDLÁČEK, Vedran MRZLJAK, Zlatan CAR

Predavanje

Technological forum 2021 Prag, Češka

30.06.2021. - 02.07.2021.

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

Predavanje

Technological forum Prag, Češka

2021

Determination of energy loss and efficiency for the low power steam turbine and each of its segments

Vedran, Mrzljak; Jasna, Prpić-Oršić; Igor, Poljak; Nikola, Anđelić;