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ResearcherID: Q-9419-2018
Scopus Author ID: 57200615306
ResearcherID: Q-7055-2019

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Employment (3)

University of Rijeka, Faculty of Engineering: Rijeka, Primorsko Goranska Zupanija, HR

2024-04-01 to present | Assistant Professor (Department of Automation and Electronics)
Employment
Source: Self-asserted source
Nikola Anđelić

University of Rijeka, Faculty of Engineering: Rijeka, Primorsko Goranska Zupanija, HR

2022-10-01 to 2024-03-31 | Senior Assistant - PostDoc. (Department of Automation and Electronics)
Employment
Source: Self-asserted source
Nikola Anđelić

University of Rijeka, Faculty of Engineering: Rijeka, Primorsko Goranska Zupanija, HR

2016-10-01 to 2022-09-30 | Assistant (Department of Automation and Electronics)
Employment
Source: Self-asserted source
Nikola Anđelić

Education and qualifications (2)

University of Rijeka, Faculty of Engineering: Rijeka, HR

2012-11-03 to 2021-04-12 | PhD (Department of Automation and electronics)
Education
Source: Self-asserted source
Nikola Anđelić

University of Rijeka, Faculty of Engineering: Rijeka, HR

2006-10-01 to 2012-09 | mag.ing.mech
Education
Source: Self-asserted source
Nikola Anđelić

Works (50 of 80)

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Page 1 of 2

A comprehensive study on symbolic expressions for fault detection-classification in photovoltaic farms

Applied Energy
2025-04 | Journal article
DOI: 10.1016/j.apenergy.2025.125370
Contributors: Nikola Anđelić; Sandi Baressi Šegota; Vedran Mrzljak
Source: check_circle
Crossref

Machine Learning Models for the Prediction of Wind Loads on Containerships

Journal of Marine Science and Engineering
2025-02-24 | Journal article
DOI: 10.3390/jmse13030417
Contributors: Nastia Degiuli; Carlo Giorgio Grlj; Ivana Martić; Sandi Baressi Šegota; Nikola Anđelić; Darin Majnarić
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Application of Symbolic Classifiers and Multi-Ensemble Threshold Techniques for Android Malware Detection

Big Data and Cognitive Computing
2025-01 | Journal article | Author
DOI: 10.3390/bdcc9020027
Contributors: Nikola Anđelić; Sandi Baressi Šegota; Vedran Mrzljak
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
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Identification of Synthetic Data Source Points Using Data Similarity Indexes and Artificial Neural Networks

2024 | Book chapter
DOI: 10.1007/978-3-031-71419-1_13
Contributors: Sandi Baressi Šegota; Nikola Anđelić; Daniel Štifanić; Jelena Štifanić; Zlatan Car
Source: check_circle
Crossref

Achieving High Accuracy in Android Malware Detection through Genetic Programming Symbolic Classifier

Computers
2024-08-15 | Journal article
DOI: 10.3390/computers13080197
Contributors: Nikola Anđelić; Sandi Baressi Šegota
Source: check_circle
Crossref
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On the application of symbolic regression in the energy sector: Estimation of combined cycle power plant electrical power output using genetic programming algorithm

Engineering Applications of Artificial Intelligence
2024-07 | Journal article
DOI: 10.1016/j.engappai.2024.108213
Contributors: Nikola Anđelić; Ivan Lorencin; Vedran Mrzljak; Zlatan Car
Source: check_circle
Crossref

An Advanced Methodology for Crystal System Detection in Li-ion Batteries

Electronics
2024-06-10 | Journal article
DOI: 10.3390/electronics13122278
Contributors: Nikola Anđelić; Sandi Baressi Šegota
Source: check_circle
Crossref
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Improvement of pulsars detection using dataset balancing methods and symbolic classification ensemble

Astronomy and Computing
2024-04 | Journal article
DOI: 10.1016/j.ascom.2024.100801
Contributors: N. Anđelić
Source: check_circle
Crossref

Regression Model for the Prediction of Total Motor Power Used by an Industrial Robot Manipulator during Operation

Machines
2024-03-28 | Journal article
DOI: 10.3390/machines12040225
Contributors: Sandi Baressi Šegota; Nikola Anđelić; Jelena Štifanić; Zlatan Car
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Crossref
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Enhancing Network Intrusion Detection: A Genetic Programming Symbolic Classifier Approach

Information
2024-03-09 | Journal article
DOI: 10.3390/info15030154
Contributors: Nikola Anđelić; Sandi Baressi Šegota
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Crossref
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Improvement of Machine Learning-Based Modelling of Container Ship’s Main Particulars with Synthetic Data

Journal of Marine Science and Engineering
2024-02 | Journal article | Author
DOI: 10.3390/jmse12020273
Contributors: Darin Majnaric; Sandi Baressi Šegota; Nikola Anđelić; Jerolim Andric
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
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Generating Mathematical Expressions for Estimation of Atomic Coordinates of Carbon Nanotubes Using Genetic Programming Symbolic Regression

Technologies
2023-12-18 | Journal article
DOI: 10.3390/technologies11060185
Contributors: Nikola Anđelić; Sandi Baressi Šegota
Source: check_circle
Crossref
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Decentralized Smart Grid Stability Modeling with Machine Learning

Energies
2023-11 | Journal article | Author
DOI: 10.3390/en16227562
Contributors: Borna Franović; Sandi Baressi Šegota; Nikola Anđelić; Zlatan Car
Source: check_circle
Multidisciplinary Digital Publishing Institute

Improvement of Malicious Software Detection Accuracy through Genetic Programming Symbolic Classifier with Application of Dataset Oversampling Techniques

Computers
2023-11-21 | Journal article
DOI: 10.3390/computers12120242
Contributors: Nikola Anđelić; Sandi Baressi Šegota; Zlatan Car
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Use of Synthetic Data in Maritime Applications for the Problem of Steam Turbine Exergy Analysis

Journal of Marine Science and Engineering
2023-08-15 | Journal article
DOI: 10.3390/jmse11081595
Contributors: Sandi Baressi Šegota; Vedran Mrzljak; Nikola Anđelić; Igor Poljak; Zlatan Car
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Development of Symbolic Expressions Ensemble for Breast Cancer Type Classification Using Genetic Programming Symbolic Classifier and Decision Tree Classifier

Cancers
2023-06-29 | Journal article
DOI: 10.3390/cancers15133411
Contributors: Nikola Anđelić; Sandi Baressi Šegota
Source: check_circle
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Classification of Faults Operation of a Robotic Manipulator Using Symbolic Classifier

Applied Sciences
2023-02 | Journal article | Author
DOI: 10.3390/app13031962
Contributors: Nikola Anđelić; Sandi Baressi Šegota; Matko Glučina; Ivan Lorencin
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Estimation of Interaction Locations in Super Cryogenic Dark Matter Search Detectors Using Genetic Programming-Symbolic Regression Method

Applied Sciences
2023-02 | Journal article | Author
DOI: 10.3390/app13042059
Contributors: Nikola Anđelić; Sandi Baressi Šegota; Matko Glučina; Zlatan Car
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Drive System Inverter Modeling Using Symbolic Regression

Electronics
2023-01 | Journal article | Author
DOI: 10.3390/electronics12030638
Contributors: Matko Glučina; Nikola Anđelić; Ivan Lorencin; Sandi Baressi Šegota
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
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On the Use of a Genetic Algorithm for Determining Ho–Cook Coefficients in Continuous Path Planning of Industrial Robotic Manipulators

Machines
2023-01 | Journal article | Author
DOI: 10.3390/machines11020167
Contributors: Teodor Grenko; Sandi Baressi Šegota; Nikola Anđelić; Ivan Lorencin; Daniel Štifanić; Jelena Štifanić; Matko Glučina; Borna Franović; Zlatan Car
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Detection and Classification of Printed Circuit Boards Using YOLO Algorithm

Electronics
2023-01-29 | Journal article
DOI: 10.3390/electronics12030667
Contributors: Matko Glučina; Nikola Anđelić; Ivan Lorencin; Zlatan Car
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Cervical Cancer Diagnostics Using Machine Learning Algorithms and Class Balancing Techniques

Applied Sciences
2023-01-12 | Journal article
DOI: 10.3390/app13021061
Contributors: Matko Glučina; Ariana Lorencin; Nikola Anđelić; Ivan Lorencin
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Classification of Wall Following Robot Movements Using Genetic Programming Symbolic Classifier

Machines
2023-01-12 | Journal article
DOI: 10.3390/machines11010105
Contributors: Nikola Anđelić; Sandi Baressi Šegota; Matko Glučina; Ivan Lorencin
Source: check_circle
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Estimation of Excitation Current of a Synchronous Machine Using Machine Learning Methods

Computers
2022-12 | Journal article | Author
DOI: 10.3390/computers12010001
Contributors: Matko Glučina; Nikola Anđelić; Ivan Lorencin; Zlatan Car
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

The Development of Symbolic Expressions for Fire Detection with Symbolic Classifier Using Sensor Fusion Data

Sensors
2022-12 | Journal article | Author
DOI: 10.3390/s23010169
Contributors: Nikola Anđelić; Sandi Baressi Šegota; Ivan Lorencin; Zlatan Car
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

The Development of Symbolic Expressions for the Detection of Hepatitis C Patients and the Disease Progression from Blood Parameters Using Genetic Programming-Symbolic Classification Algorithm

Applied Sciences
2022-12-31 | Journal article
DOI: 10.3390/app13010574
Contributors: Nikola Anđelić; Ivan Lorencin; Sandi Baressi Šegota; Zlatan Car
Source: check_circle
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Detection of Malicious Websites Using Symbolic Classifier

Future Internet
2022-11-29 | Journal article
DOI: 10.3390/fi14120358
Contributors: Nikola Anđelić; Sandi Baressi Šegota; Ivan Lorencin; Matko Glučina
Source: check_circle
Crossref
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Preferred source (of 2)‎

Automated Detection and Classification of Returnable Packaging Based on YOLOV4 Algorithm

Applied Sciences
2022-11-02 | Journal article
DOI: 10.3390/app122111131
Contributors: Matko Glučina; Sandi Baressi Šegota; Nikola Anđelić; Zlatan Car
Source: check_circle
Crossref
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Mean Phase Voltages and Duty Cycles Estimation of a Three-Phase Inverter in a Drive System Using Machine Learning Algorithms

Electronics
2022-08-21 | Journal article
DOI: 10.3390/electronics11162623
Contributors: Nikola Anđelić; Ivan Lorencin; Matko Glučina; Zlatan Car
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Applying Regressive Machine Learning Techniques in Determination of COVID-19 Vaccinated Patients’ Influence on the Number of Confirmed and Deceased Patients

Mathematics
2022-08-14 | Journal article
DOI: 10.3390/math10162925
Contributors: Sandi Baressi Šegota; Ivan Lorencin; Nikola Anđelić; Jelena Musulin; Daniel Štifanić; Matko Glučina; Saša Vlahinić; Zlatan Car
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Dynamics Modeling of Industrial Robotic Manipulators: A Machine Learning Approach Based on Synthetic Data

Mathematics
2022-04 | Journal article | Author
DOI: 10.3390/math10071174
Contributors: Sandi Baressi Šegota; Nikola Anđelić; Mario Šercer; Hrvoje Meštrić
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
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Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progression

Computers in Biology and Medicine
2021-11 | Journal article
DOI: 10.1016/j.compbiomed.2021.104869
Contributors: Anđela Blagojević; Tijana Šušteršič; Ivan Lorencin; Sandi Baressi Šegota; Nikola Anđelić; Dragan Milovanović; Danijela Baskić; Dejan Baskić; Nataša Zdravković Petrović; Predrag Sazdanović et al.
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Semantic Segmentation of Urinary Bladder Cancer Masses from CT Images: A Transfer Learning Approach

Biology
2021-11-04 | Journal article
DOI: 10.3390/biology10111134
Contributors: Sandi Baressi Šegota; Ivan Lorencin; Klara Smolić; Nikola Anđelić; Dean Markić; Vedran Mrzljak; Daniel Štifanić; Jelena Musulin; Josip Španjol; Zlatan Car
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Use of Genetic Programming for the Estimation of CODLAG Propulsion System Parameters

Journal of Marine Science and Engineering
2021-06-02 | Journal article
DOI: 10.3390/jmse9060612
Contributors: Nikola Anđelić; Sandi Baressi Šegota; Ivan Lorencin; Igor Poljak; Vedran Mrzljak; Zlatan Car
Source: check_circle
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Application of Artificial Intelligence-Based Regression Methods in the Problem of COVID-19 Spread Prediction: A Systematic Review

International Journal of Environmental Research and Public Health
2021-04-18 | Journal article
DOI: 10.3390/ijerph18084287
Contributors: Jelena Musulin; Sandi Baressi Šegota; Daniel Štifanić; Ivan Lorencin; Nikola Anđelić; Tijana Šušteršič; Anđela Blagojević; Nenad Filipović; Tomislav Ćabov; Elitza Markova-Car
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On Urinary Bladder Cancer Diagnosis: Utilization of Deep Convolutional Generative Adversarial Networks for Data Augmentation

Biology
2021-02-26 | Journal article
DOI: 10.3390/biology10030175
Contributors: Ivan Lorencin; Sandi Baressi Šegota; Nikola Anđelić; Vedran Mrzljak; Tomislav Ćabov; Josip Španjol; Zlatan Car
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Estimation of COVID-19 Epidemiology Curve of the United States Using Genetic Programming Algorithm

International Journal of Environmental Research and Public Health
2021-01-22 | Journal article
DOI: 10.3390/ijerph18030959
Contributors: Nikola Anđelić; Sandi Baressi Šegota; Ivan Lorencin; Zdravko Jurilj; Tijana Šušteršič; Anđela Blagojević; Alen Protić; Tomislav Ćabov; Nenad Filipović; Zlatan Car
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Automatic Evaluation of the Lung Condition of COVID-19 Patients Using X-ray Images and Convolutional Neural Networks

Journal of Personalized Medicine
2021-01-04 | Journal article
DOI: 10.3390/jpm11010028
Contributors: Ivan Lorencin; Sandi Baressi Šegota; Nikola Anđelić; Anđela Blagojević; Tijana Šušteršić; Alen Protić; Miloš Arsenijević; Tomislav Ćabov; Nenad Filipović; Zlatan Car
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Analysis of Low-Power Steam Turbine With One Extraction for Marine Applications

NAŠE MORE: znanstveni časopis za more i pomorstvo
2020 | Journal article
Source: Self-asserted source
Nikola Anđelić

Path planning optimization of six-degree-of-freedom robotic manipulators using evolutionary algorithms

International Journal of Advanced Robotic Systems
2020 | Journal article
Source: Self-asserted source
Nikola Anđelić

Thermodynamic analysis of three-cylinder steam turbine from combined cycle power plant

Machines. Technologies. Materials.
2020 | Journal article
Source: Self-asserted source
Nikola Anđelić

Using multi-layer perceptron with Laplacian edge detector for bladder cancer diagnosis

Artificial Intelligence in Medicine
2020 | Journal article
Source: Self-asserted source
Nikola Anđelić

Improvement of Marine Steam Turbine Conventional Exergy Analysis by Neural Network Application

Journal of Marine Science and Engineering
2020-11-05 | Journal article
DOI: 10.3390/jmse8110884
Contributors: Sandi Baressi Šegota; Ivan Lorencin; Nikola Anđelić; Vedran Mrzljak; Zlatan Car
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Modeling the Spread of COVID-19 Infection Using a Multilayer Perceptron

Computational and Mathematical Methods in Medicine
2020-05-29 | Journal article
DOI: 10.1155/2020/5714714
Part of ISSN: 1748-670X
Part of ISSN: 1748-6718
Source: Self-asserted source
Nikola Anđelić

Analysis of Gas Turbine Operation before and after Major Maintenance

Pomorski zbornik
2019 | Journal article
Source: Self-asserted source
Nikola Anđelić

Artificial neural network for predicting values of residuary resistance per unit weight of displacement

Journal of Maritime & Transportation Sciences
2019 | Journal article
Source: Self-asserted source
Nikola Anđelić

Artificial neural network for predicting values of residuary resistance per unit weight of displacement

Pomorski zbornik
2019 | Journal article
Source: Self-asserted source
Nikola Anđelić

Comparison of Edge Detectors for Urinary Bladder Cancer Diagnostic

International Conference on Innovative Technologies, IN-TECH
2019 | Conference paper
Source: Self-asserted source
Nikola Anđelić

EXERGY ANALYSIS OF HIGH-PRESSURE FEED WATER HEATING SYSTEM AT THREE POWER PLANT LOADS

International Conference on Innovative Technologies, IN-TECH 2019, Belgrade, Serbia
2019 | Conference paper
Source: Self-asserted source
Nikola Anđelić

FRICTION MODELING OF ROBOT MANIPULATOR JOINTS

International Conference on Innovative Technologies, IN-TECH 2019, Belgrade, Serbia
2019 | Conference paper
Source: Self-asserted source
Nikola Anđelić
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Peer review (219 reviews for 39 publications/grants)

Review activity for AI. (2)
Review activity for Applied sciences. (5)
Review activity for Applied soft computing. (13)
Review activity for Applied thermal engineering. (12)
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Review activity for Biomedicines. (3)
Review activity for Cancers. (8)
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Review activity for Computer methods in biomechanics and biomedical engineering. (1)
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Review activity for Electronics. (7)
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Review activity for Engineering applications of artificial intelligence. (56)
Review activity for Entropy : (1)
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Review activity for Future internet. (1)
Review activity for Genes. (2)
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Review activity for International journal of advanced robotic systems. (2)
Review activity for International journal of molecular sciences. (7)
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Review activity for Journal of marine science and engineering. (2)
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