Opcije pristupačnosti Pristupačnost

O djelatniku

doc. dr. sc. Sandi Baressi Šegota

Radno mjesto: docent
Lokacija: Ured 012
Telefon:+385 95 507 7996
E-mail: E-mail
Organizacijska jedinica: Fakultet informatike u Puli
Godina diplomiranja:2019.
Godina doktoriranja:2025.
Na sveučilištu od:2025.

Nastava

prijediplomski

cjeloživotno učenje

CroRIS

Memetic Algorithm for Energy Optimization in Point-to-Point Robotized Operations
Baressi Šegota, Sandi; Frank, Domagoj; Lorencin, Ivan; Anđelić, Nikola
Machines, 14 (2026) 35, 22
Isentropic and exergy analyses of turbomachines from CO2 supercritical power plant
Mrzljak, Vedran; Prpić-Oršić, Jasna; Baressi Šegota, Sandi; Lorencin, Ivan
IX International scientific conference Mathematical modeling 2025 - Proceedings,Scientific technical union of mechanical engineering „Industry-4.0”, (2025) str. 38-41
Robust Clinical Querying with Local LLMs: Lexical Challenges in NL2SQL and Retrieval-Augmented QA on EHRs
Blašković, Luka; Tanković, Nikola; Lorencin, Ivan; Baressi Šegota, Sandi
Big data and cognitive computing, 9 (2025) str. 1-33, doi: 10.3390/bdcc9100256
Cylinders problematic operation detection in two parallel running 6S70ME-C diesel engines at low loads
Poljak, Igor; Mrzljak, Vedran; Anđelić, Nikola; Šegota, Sandi Baressi
Energy (Oxford), 341 (2025) 139405, 15, doi: 10.1016/j.energy.2025.139405
Systematic Review of Machine Learning applications in Marine Engineering
Poljak, Igor; Mrzljak, Vedran; Baressi Šegota, Sandi; Anđelić, Nikola
Naše more : znanstveni časopis za more i pomorstvo, 3 (2025) str. 1-12
On Predicting Marine Engine Measurements with Synthetic Data in Scarce Dataset
Baressi Šegota, Sandi; Poljak, Igor; Anđelić, Nikola; Mrzljak, Vedran
Journal of marine science and engineering, 13 (2025) 1289, 18, doi: 10.3390/jmse13071289
Exergy analysis of 160 MW three cylinder steam turbine segments
Mrzljak, Vedran; Poljak, Igor; Prpić-Oršić, Jasna; Baressi Šegota, Sandi
XXII International Scientific Congress - Machines. Technologies. Materials - Winter Session - 2025. - Proceedings,THE SCIENTIFIC TECHNICAL UNION OF MECHANICAL ENGINEERING “INDUSTRY 4.0”, (2025) str. 14-17
Data Augmentation-Driven Improvements in Malignant Lymphoma Image Classification
Baressi Šegota, Sandi; Mrzljak, Vedran; Lorencin, Ivan; Anđelić, Nikola
Computers (Basel), 14 (2025) 252, 13, doi: 10.3390/computers14070252
Exergy analysis of several pressure reduction valves during operation in steam power plant
Mrzljak, Vedran; Prpić-Oršić, Jasna; Anđelić, Nikola; Baressi Šegota, Sandi
XVIII International Conference - Technical Sciences. Industrial Management 2025. - Proceedings,THE SCIENTIFIC TECHNICAL UNION OF MECHANICAL ENGINEERING “INDUSTRY 4.0”, (2025) str. 7-10
Data Synthetization and Feature Analysis: A Study in Bladder Cancer Recurrence Data
Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Mrzljak, Vedran; Gršković, Antun; Ahel, Juraj; Smolić, Klara; Markić, Dean
Human Systems Engineering and Design (IHSED2025): Future Trends and Applications,Applied Human Factors and Ergonomics International - AHFE Open Access, (2025) str. 477-484, doi: 10.54941/ahfe1006801
Energy and exergy analyses of gas turbine set and its components
Mrzljak, Vedran; Baressi Šegota, Sandi; Prpić-Oršić, Jasna; Poljak, Igor
XXXIII International scientific conference Trans & MOTAUTO 2025 - Proceedings,Scientific-technical union of mechanical engineering „Industry-4.0”, (2025) str. 63-67
Machine learning models for the prediction of wind loads on containerships
Degiuli, Nastia; Grlj, Carlo Giorgio; Martić, Ivana; Baressi Šegota, Sandi; Anđelić, Nikola; Majnarić, Darin
Journal of marine science and engineering, 13 (2025) 417, 22, doi: 10.3390/jmse13030417
Application of Symbolic Classifiers and Multi-Ensemble Threshold Techniques for Android Malware Detection
Anđelić, Nikola; Baressi Šegota, Sandi; Mrzljak, Vedran
Big data and cognitive computing, 9 (2025) str. 1-49, doi: 10.3390/bdcc9020027
A comprehensive study on symbolic expressions for fault detection-classification in photovoltaic farms
Anđelić, Nikola; Baressi Šegota, Sandi; Mrzljak, Vedran
Applied energy, 383 (2025) str. 1-33, doi: 10.1016/j.apenergy.2025.125370
Fine-Tuning Network Slicing in 5G: Unveiling Mathematical Equations for Precision Classification
Anđelić, Nikola; Baressi Šegota, Sandi; Mrzljak, Vedran
Computers (Basel), 14 (2025) 159, 28, doi: 10.3390/computers14050159
Exergy analysis of a two-cylinder steam turbine from combined cycle power plant at three operating regimes
Mrzljak, Vedran; Anđelić, Nikola; Baressi Šegota, Sandi; Prpić-Oršić, Jasna
IX INTERNATIONAL SCIENTIFIC CONFERENCE "INDUSTRY 4.0"-Summer Session-2024.-Proceedings,Scientific-technical union of mechanical engineering „Industry-4.0”, (2024) str. 89-92
Achieving High Accuracy in Android Malware Detection through Genetic Programming Symbolic Classifier
Anđelić, Nikola; Baressi Šegota, Sandi
Computers (Basel), 13 (2024) 197, 13, doi: 10.3390/computers13080197
Identification of Synthetic Data Source Points using Data Similarity Indexes and Artificial Neural Networks
Baressi Šegota, Sandi; Anđelić, Nikola; Štifanić, Daniel; Štifanić, Jelena, Car, Zlatan
Proceedings 14th International Conference on Information Society and Technology,Springer, (2024) str. 1-11
Influence of dimensionality reduction approaches on various machine learning models for a biomedical high-dimension dataset
Baressi Šegota, Sandi; Anđelić, Nikola; Štifanić, Jelena; Štifanić, Daniel; Car, Zlatan
Book of Proceedings 3rd Serbian International Conference on Applied Artificial Intelligence (SICAAI),University of Kragujevac, (2024)
Modeling of Actuation Force, Pressure and Contraction of Fluidic Muscles Based on Machine Learning
Baressi Šegota, Sandi; Ključević, Mario; Ogrizović, Dario; Car, Zlatan
Technologies (Basel), 12 (2024) 161, 18, doi: 10.3390/technologies12090161
An Advanced Methodology for Crystal System Detection in Li-Ion Batteries
Anđelić, Nikola; Baressi Šegota, Sandi
Electronics (Basel), 13 (2024) str. 0-32, doi: 10.3390/electronics13122278
Robust password security: a genetic programming approach with imbalanced dataset handling
Anđelić, Nikola; Baressi Šegota, Sandi; Car, Zlatan
International Journal of Information Security, 2024 (2024) s10207-024-00814-2, 26
Identification of Synthetic Data Source Points Using Data Similarity Indexes and Artificial Neural Networks
Baressi Šegota, Sandi; Anđelić, Nikola; Štifanić, Daniel; Štifanić, Jelena; Car, Zlatan
Disruptive Information Technologies for a Smart Society : Proceedings of the 14th International Conference on Information Society and Technology (ICIST),Springer, (2024) str. 148-157, doi: 10.1007/978-3-031-71419-1_13
Convolutional Neural Networks for Local Component Number Estimation from Time–Frequency Distributions of Multicomponent Nonstationary Signals
Jurdana, Vedran; Šegota, Sandi Baressi
Mathematics, 12 (2024) 1661, 28, doi: 10.3390/math12111661
Road Type Classification Using Time-Frequency Representations of Tire Sensor Signals
Dózsa, Tamás; Jurdana, Vedran; Baressi Šegota, Sandi; Volk, János; Radó, János; Soumelidis; Alexandros; Kovács, Peter
IEEE access, 8 (2024) str. 1-1, doi: 10.1109/ACCESS.2024.3382931
Regression Model for the Prediction of Total Motor Power Used by an Industrial Robot Manipulator during Operation
Baressi Šegota, Sandi; Anđelić, Nikola; Musulin, Jelena; Car, Zlatan
Machines, 12 (2024) 225, 17, doi: https://doi.org/10.3390/machines12040225
Isentropic analysis of nuclear power plant steam turbine and turbine cylinders
Mrzljak, Vedran; Prpić-Oršić, Jasna; Poljak, Igor; Baressi Šegota, Sandi
XXI International Congress "Machines, Technologies, Materials 2024" WINTER SESSION - PROCEEDINGS,SCIENTIFIC TECHNICAL UNION OF MECHANICAL ENGINEERING INDUSTRY-4.0, (2024) str. 21-24
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 (2024) 273, 17, doi: https://doi.org/10.3390/jmse12020273
Determining the influence and correlation for parameters of flexible forming using the random forest method
Sevšek, Luka; Baressi Šegota, Sandi; Car, Zlatan; Pepelnjak, Tomaž
Applied soft computing, 144 (2023) 110497, 18, doi: 10.1016/j.asoc.2023.110497
On Approximating the pIC50 Value of COVID-19 Medicines In Silico with Artificial Neural Networks
Baressi Šegota, Sandi ; Lorencin, Ivan ; Kovač, Zoran ; Car, Zlatan
Biomedicines, 11 (2023) 284, 22, doi: https:// doi.org/10.3390/biomedicines11020284
Development of Symbolic Expressions for the Detection of Hepatitis C Patients and the Disease Progression from Blood Parameters Using Genetic Programming- Symbolic Classification Algorithm
Anđelić, Nikola ; Lorencin, Ivan ; Baressi Šegota, Sandi ; Car, Zlatan
Applied sciences (Basel), 13 (2023) str. 1-33, doi: 10.3390/app13010574
Localization and Classification of Venusian Volcanoes Using Image Detection Algorithms
Đuranović, Daniel ; Baressi Šegota, Sandi ; Lorencin, Ivan ; Car, Zlatan
Sensors, 23 (2023) 1224, 31, doi: 10.3390/s23031224
Estimation of Interaction Locations in Super Cryogenic Dark Matter Search Detectors Using Genetic Programming-Symbolic Regression Method
Anđelić, Nikola ; Baressi Šegota, Sandi ; Glučina, Matko ; Car, Zlatan
Applied sciences (Basel), 13 (2023) str. 1-23, doi: 10.3390/app13042059
The Development of Symbolic Expressions for Fire Detection with Symbolic Classifier Using Sensor Fusion Data
Anđelić, Nikola ; Baressi Šegota, Sandi ; Lorencin, Ivan ; Car, Zlatan
Sensors, 23 (2023) str. 1-27, doi: 10.3390/s23010169
On the Use of a Genetic Algorithm for Determining Ho–Cook Coefficients in Continuous Path Planning of Industrial Robotic Manipulators
Grenko, Teodor ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Lorencin, Ivan ; Štifanić, Daniel ; Štifanić, Jelena ; Glučina, Matko ; Franović, Borna ; Car, Zlatan
Machines, 11 (2023) 167, 19, doi: 10.3390/machines11020167
Classification of Wall Following Robot Movements Using Genetic Programming Symbolic Classifier
Anđelić, Nikola ; Baressi Šegota, Sandi ; Glučina, Matko ; Lorencin, Ivan
Machines, 11 (2023) 105, 35
Drive System Inverter Modeling Using Symbolic Regression
Glučina, Matko ; Anđelić, Nikola ; Lorencin, Ivan ; Baressi Šegota, Sandi
Electronics (Basel), 12 (2023) 638, 23
Classification of Faults Operation of a Robotic Manipulator using Symbolic Classifier
Anđelić, Nikola ; Baressi Šegota, Sandi ; Glučina, Matko ; Lorencin, Ivan
Applied sciences (Basel), 13 (2023) str. 1-23, doi: 10.3390/app13031962
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, 2023 (2023) 1595, 22, doi: https://doi.org/10.3390/jmse11081595
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) - Book of Abstracts,University of Kragujevac, Serbia, (2023) str. /-/
On Differentiating Synthetic and Real Data in Medical Applications
Baressi Šegota, Sandi ; Anđelić, Nikola ; Štifanić, Daniel ; Štifanić, Jelena ; Car, Zlatan
The Second Serbian International Conference on Applied Artificial Intelligence (SICAAI) - Book of Abstracts,University of Kragujevac, (2023) 61, 4
Determining normalized friction torque of an industrial robotic manipulator using the symbolic regression method
Baressi Šegota, Sandi ; Mrzljak, Vedran ; Prpić-Oršić, Jasna ; Car, Zlatan
XVI International Conference for Young Researchers "Technical Sciences. Industrial Management 2023" - PROCEEDINGS,Scientific technical union of mechanical engineering Industry - 4.0, (2023) str. 5-8
Energy analysis of main and auxiliary steam turbine from coal fired power plant
Mrzljak, Vedran ; Prpić-Oršić, Jasna ; Baressi Šegota, Sandi ; Poljak, Igor
VIII International Scientific Conference "High Technologies. Business. Society 2023" - PROCEEDINGS,Scientific technical union of mechanical engineering Industry - 4.0, (2023) str. 15-18
Quality Assessment Assistance of Lateral Knee X-rays: A Hybrid Convolutional Neural Network Approach
Lysdahlgaard, Simon ; Baressi Šegota, Sandi ; Hess, Søren ; Antulov, Ronald ; Weber Kusk, Martin ; Car, Zlatan
Mathematics, (2023) 2392, 21, doi: 10.3390/math11102392
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, 2023 (2023) 3411, 27, doi: https://doi.org/10.3390/cancers15133411
Synthetic Data Generation for Biomedical Deep Learning: Methods, Challenges and Opportunities
Car, Zlatan; Baressi Šegota, Sandi; Dobraš, Branka;
Book of Proceedings, 2nd International Conference on Chemo and Bioinformatics,University of Belgrade, (2023) str. 126-132
Decentralized Smart Grid Stability Modeling with Machine Learning
Franović, Borna; Baressi Šegota, Sandi; Anđelić, Nikola; Car, Zlatan
Energies (Basel), 16 (2023) 7562, 18, doi: 10.3390/en16227562
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 - PROCEEDINGS,SCIENTIFIC-TECHNICAL UNION OF MECHANICAL ENGINEERING “INDUSTRY 4.0”, (2023) str. 178-181
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 (Basel), 12 (2023) str. 1-19
Generating Mathematical Expressions for Estimation of Atomic Coordinates of Carbon Nanotubes Using Genetic Programming Symbolic Regression
Anđelić, Nikola; Baressi Šegota, Sandi;
Technologies (Basel), 11 (2023) str. 1-21, doi: 10.3390/technologies11060185
COVID-19 disease severity prediction model based on blood biomarkers: a machine learning approach
Blagojević, Anđela ; Šušteršič, Tijana ; Lorencin, Ivan ; Baressi Šegota, Sandi ; Milovanović, Dragan ; Baskić, Danijela ; Baskić, Dejan ; Car, Zlatan ; Filipović, Nenad ; Zdravković, Nataša ; Mijailović, Sara ; Zdravković, Nebojša
1st Serbian International Conference on Applied Artificial Intelligence (SICAAI) - book of abstracts,Univerzitet u Kragujevcu, (2022) 67, 4
Analysis of COVID-19 disease using machine learning - personalized model
Blagojević, Anđela ; Šušteršič, Tijana ; Lorencin, Ivan ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Milovanović, Dragan ; Baskić, Dejan ; Car, Zlatan ; Filipović, Nenad
1st Serbian International Conference on Applied Artificial Intelligence (SICAAI) - book of abstracts,Univerzitet u Kragujevcu, (2022) 25, 4
Utilization of Genetic Programming for Estimation of Molecular Structures Ground State Energies
Anđelić, Nikola ; Baressi Šegota, Sandi ; Lorencin Ivan ; Glučina, Matko ; Musulin, Jelena ; Štifanić, Daniel ; Car, Zlatan
1st Serbian International Conference on Applied Artificial Intelligence (SICAAI), (2022) str. 1-4
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 (2022) str. 64-69
RI-STEM-2022 Proceedings
Tehnički fakultet Sveučilišta u Rijeci, (2022)
Detection of Malicious Websites Using Symbolic Classifier
Anđelić, Nikola ; Baressi Šegota, Sandi ; Lorencin, Ivan ; Glučina, Matko
Future Internet, 14(12) (2022) str. 1-30, doi: 10.3390/fi14120358
Histopathological H&E-Stained Image Analysis Based on AI
Musulin, Jelena ; Štifanić, Daniel ; Zulijani, Ana ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Lorencin, Ivan ; Glučina, Matko ; Car, Zlatan
First Serbian Conference on Applied Artificial Intelligence, (2022) 3, 8
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
1st Serbian International Conference on Applied Artificial Intelligence (SICAAI),Sveučilište u Kragujevcu, (2022) str. 1-8
Country-level factor influence on COVID-19 excess mortality rates determined using Random Forest algorithm
Baressi Šegota, Sandi ; Blagojević, Anđela ; Šušteršić, Tijana ; Musulin, Jelena ; Štifanić, Daniel ; Glučina, Matko ; Lorencin, Ivan ; Anđelić, Nikola ; Filipović, Nenad ; Car, Zlatan
Ri-STEM-2022 - proceedings,Studentski zbor Sveučilišta u Rijeci ; Tehnički fakultet Rijeka ; Riteh AI and Robotics Group, (2022) str. 16-18
Influence of data scaling/normalization techniques on estimation accuracies of ground-state energies using genetic programming
Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin, Ivan; Glučina, Matko
RI-STEM-2022 Proceedings,Tehnički fakultet Sveučilišta u Rijeci, (2022) str. 93-96
Determining the Influence of Hardware on the Execution Times of Trained Machine Learning Models
Baressi Šegota, Sandi ; Glučina, Matko ; Štifanić, Daniel ; Musulin, Jelena ; Lorencin, Ivan ; Anđelić, Nikola ; Car, Zlatan
RI-STEM-2022 Proceedings,Tehnički fakultet Sveučilišta u Rijeci, (2022) str. 88-90
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) 2925, 24, doi: 10.3390/math10162925
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 (2022) str. 1-17, doi: 10.3390/math10071174
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,Tehnički vjesnik = Technical gazette, 29 (2022) str. 101-107, doi: 10.17559/TV-20210204092154
Automated Detection and Classification of Returnable Packaging Based on YOLOV4 Algorithm
Glučina, Matko ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Car, Zlatan
Applied sciences (Basel), 12 (2022) 11131, 34, doi: 10.3390/app122111131
Prediction of main particulars of container ships using artificial intelligence algorithms
Majnarić, Darin ; Baressi Šegota, Sandi ; Lorencin, Ivan ; Car, Zlatan
Ocean engineering, 265 (2022) 112571, 14, doi: 10.1016/j.oceaneng.2022.112571
Energy analysis of two-cylinder steam turbine from nuclear power plant
Mrzljak, Vedran ; Prpić-Oršić, Jasna ; Baressi Šegota, Sandi ; Medica-Viola, Vedran
XXX INTERNATIONAL SCIENTIFIC CONFERENCE trans&MOTAUTO 2022 - PROCEEDINGS,Scientific technical union of mechanical engineering Industry - 4.0, (2022) str. 123-126
Preparation of Simplified Molecular Input Line Entry System Notation Datasets for use in Convolutional Neural Networks
Baressi Šegota, Sandi ; Anđelić, Nikola ; Lorencin, Ivan ; Musulin, Jelena ; Štifanić, Daniel ; Car, Zlatan
The 21st IEEE International Conference on BioInformatics and BioEngineering,Institute of Electrical and Electronics Engineers (IEEE), (2021) Paper ID #1 44, 6
Determining residuary resistance per unit weight of displacement with Symbolic Regression and Gradient Boosted Tree algorithms
Baressi Šegota, Sandi ; Lorencin, Ivan ; Šercer, Mario ; Car, Zlatan
Pomorstvo : scientific journal of maritime research, 35 (2021) str. 287-296, doi: 10.31217/p.35.2.11
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 (2021) 612, 31, doi: 10.3390/jmse9060612
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,EAI endorsed transactions on bioengineering and bioinformatics, 21 (2021) e2, 9, doi: 10.4108/eai.4-5-2021.169582
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 (2021) str. 69-86, doi: 10.31217/p.35.1.8
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 (2021) 28, 31, doi: 10.3390/jpm11010028
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 (2021) 959, 26, doi: 10.3390/ijerph18030959
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 (2021) str. 1-40, doi: 10.1177/1460458220976728
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 (2021) 175, 27, doi: 10.3390/biology10030175
Z4 HPC Cluster
Sandi Baressi Šegota ; Nikola Anđelić ; Ivan Lorencin ; Daniel Štifanić ; Jelena Musulin ; Zlatan Car
Ri-STEM-2021 Preceedings, (2021) str. 51-56
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 (2021) 1134, 25, doi: 10.3390/biology10111134
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 (2021) 4287, 39, doi: 10.3390/ijerph18084287
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 Proceedings, (2021) str. 198-205
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
2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE),Institute of Electrical and Electronics Engineers (IEEE), (2021) str. 1-6
APPLICATION OF ARTIFICIAL INTELLIGENCE-BASED IMAGE ANALYSIS IN BIOINFORMATICS
Car, Zlatan ; Anđelić, Nikola ; Lorencin, Ivan ; Musulin, Jelena ; Štifanić, Daniel ; Baressi Šegota, Sandi
Book of proceedings 1st International Conference on Chemo and BioInformatics (ICCBIKG 2021),Institute for Information Technologies, University of Kragujevac, (2021) str. 47-54
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,EAI endorsed transactions on bioengineering and bioinformatics, 21 (2021) e3, 8, doi: 10.4108/eai.7-7-2021.170287
Epidemiological Predictive Modelling of COVID-19 Spread
Šušteršič, Tijana ; Blagojević, Andjela ; Cvetković, Danijela ; Cvetković, Aleksandar ; Lorencin, Ivan ; Baressi Šegota, Sandi ; Car, Zlatan ; Filipović, Nenad
(2021)
Automated Grading of Oral Squamous Cell Carcinoma into Multiple Classes Using Deep Learning Methods
Musulin, Jelena ; Štifanić, Daniel ; Zulijani, Ana ; Baressi Šegota, Sandi ; Lorencin, Ivan ; Anđelić, Nikola ; Car, Zlatan
The 21st IEEE International Conference on BioInformatics and BioEngineering,Institute of Electrical and Electronics Engineers (IEEE), (2021) T.1A.2, 6
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 = Technical gazette, 28 (2021) str. 1380-1387
Energy and Exergy Analysis of Waste Heat Recovery Closed-Cycle Gas Turbine System while Operating with Different Mediums
Mrzljak, Vedran ; Kudláček, Jan ; Baressi Šegota, Sandi ; Medica-Viola, Vedran
Pomorski zbornik, 60 (2021) str. 21-48, doi: 10.18048/2021.60.02.
Combined machine learning and finite element simulation approach towards personalized model for prognosis of COVID-19 disease development in patients
Blagojević, Anđela ; Šušteršič, Tijana ; Lorencin, Ivan ; Baressi Šegota, Sandi ; Milovanović, Dragan ; Baskić, Danijela ; Baskić, Dejan ; Car, Zlatan ; Filipović, Nenad
EAI Endorsed Transactions on Bioengineering and Bioinformatics,EAI endorsed transactions on bioengineering and bioinformatics, 21 (2021) e6, 10, doi: 10.4108/eai.12-3-2021.169028
Edge Detector-Based Hybrid Artificial Neural Network Models for Urinary Bladder Cancer Diagnosis
Lorencin, Ivan ; Anđelić, Nikola ; Baressi Šegota, Sandi ; Musulin, Jelena ; Štifanić, Daniel ; Mrzljak, Vedran ; Španjol, Josip ; Car, Zlatan
Studies in Computational Intelligence "Enabling AI Applications in Data Science",Springer, (2021) str. 225-245, doi: 10.1007/978-3-030-52067-0_10
Epidemiological predictive modeling of COVID-19 infection: development, testing, and implementation on the population of the Benelux union
Šušteršič, Tijana ; Blagojević, Andjela ; Cvetković, Danijela ; Cvetković, Aleksandar ; Lorencin, Ivan ; Baressi Šegota, Sandi ; Milovanović, Dragan ; Baskić, Dejan ; Car, Zlatan ; Filipović, Nenad
Frontiers in Public Health,Frontiers in public health, 9 (2021) 727274, 24, doi: 10.3389/fpubh.2021.727274
Efficiencies and losses comparison of three steam turbines – from conventional, nuclear and marine power plant
Mrzljak, Vedran ; Prpić-Oršić, Jasna ; Poljak, Igor ; Baressi Šegota, Sandi
XVIII INTERNATIONAL SCIENTIFIC CONGRESS MACHINES. TECHNOLOGIES. MATERIALS - PROCEEDINGS - 2021,Scientific technical union of mechanical engineering Industry - 4.0, (2021) str. 5-9
Efficiency and loss analysis of main steam condenser from nuclear power plant at various loads and ambient temperatures
Mrzljak, Vedran ; Prpić-Oršić, Jasna ; Poljak, Igor ; Baressi Šegota, Sandi
VI INTERNATIONAL SCIENTIFIC CONFERENCE SUMMER SESSION INDUSTRY 4.0 - PROCEEDINGS,Scientific technical union of mechanical engineering Industry - 4.0, (2021) str. 45-48
RI-STEM-2021 Proceedings
Tehnički Fakultet Sveučilišta u Rijeci, (2021)
Detecting and filtering unwanted features from GPR recordings using stationary wavelet transform
Štifanić, Daniel ; Musulin, Jelena ; Baressi Šegota, Sandi ; Glučina, Matko ; Car, Zlatan
Abstract Book - 6th International Workshop on Data Science / Organiser - Centre of Research Excellence for Data Science and Cooperative Systems Research Unit for Data Science, (2021) str. 32-34
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 (2021) 104869, 11, doi: 10.1016/j.compbiomed.2021.104869
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 (2021) str. 1-11, doi: 10.1177/1729881420925283
Solver parameter influence on the results of multilayer perceptron for estimating power output of a combined cycle power plant
Prpić-Oršić, Jasna ; Mrzljak, Vedran ; Baressi Šegota, Sandi ; Lorencin, Ivan
V INTERNATIONAL SCIENTIFIC CONFERENCE - SUMMER SESSION - INDUSTRY 4.0 - 2020 - PROCEEDINGS,Scientific technical union of mechanical engineering Industry - 4.0, (2020) str. 8-11
Comparison of Power Distribution, Losses and Efficiencies of a Steam Turbine with and without Extractions
Mrzljak, Vedran ; Baressi Šegota, Sandi ; Meštrić, Hrvoje ; Car, Zlatan
Tehnički glasnik - Technical journal,Tehnički glasnik, 14 (2020) str. 480-487, doi: 10.31803/tg-20200629122146
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 (2020) 884, 38, doi: 10.3390/jmse8110884
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 (2020) str. 1-16, doi: 10.1177/1729881420908076
Use of Artificial Neural Network for Estimation of Propeller Torque Values in a CODLAG Propulsion System
Sandi Baressi Šegota ; Daniel Štifanić ; Kazuhiro Ohkura ; Zlatan Car
Pomorski zbornik - Journal of Maritime and Transportation Sciences,Pomorski zbornik, 58 (2020) str. 25-3/, doi: 10.18048/2020.58.02.
Impact of COVID-19 on Forecasting Stock Prices: An Integration of Stationary Wavelet Transform and Bidirectional Long Short-Term Memory
Štifanić, Daniel ; Musulin, Jelena ; Miočević, Adrijana ; Baressi Šegota, Sandi ; Šubić, Roman ; Car, Zlatan
Complexity, 2020 (2020) 1846926, 12, doi: 10.1155/2020/1846926
Comparison of conventional and heat balance based energy analyses of steam turbine
Medica-Viola, Vedran ; Baressi Šegota, Sandi ; Mrzljak, Vedran ; Štifanić, Daniel
Pomorstvo : scientific journal of maritime research, 34 (2020) str. 74-85, doi: 10.31217/p.34.1.9
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 (2020) 5714714, 10, doi: 10.1155/2020/5714714
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 (2020) str. 9-34, doi: 18048/2020.59.01.
Comparison of three methods for the pump energy analysis
Mrzljak, Vedran ; Lorencin, Ivan ; Anđelić, Nikola ; Baressi Šegota, Sandi
IV INTERNATIONAL SCIENTIFIC CONFERENCE MATHEMATICAL MODELING 2020 - PROCEEDINGS,Scientific technical union of mechanical engineering Industry - 4.0, (2020) str. 5-8
On the Application of Artificial Intelligence in the Problem of COVID-19 Spread Prediction
Baressi Šegota, Sandi ; Anđelić, Nikola ; Lorencin, Ivan ; Mrzljak, Vedran ; Car, Zlatan
5th International Workshop on Data Science - Abstract Book,Znanstveni centar izvrsnosti za znanost o podatcima i kooperativne sustave, (2020) str. 35-37
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 (2020) str. 323-337
Energy (isentropic) analysis of three-cylinder steam turbine with re-heating
Mrzljak, Vedran ; Baressi Šegota, Sandi ; Kocijel, Lino ; Prpić-Oršić, Jasna
INTERNATIONAL SCIENTIFIC CONFERENCE HIGH TECHNOLOGIES. BUSINESS. SOCIETY 2020 - VOLUME I “HIGH TECHNOLOGIES” - PROCEEDINGS,Scientific technical union of mechanical engineering Industry - 4.0, (2020) str. 29-32
Exergy analysis of steam condenser at various loads during the ambient temperature change
Mrzljak, Vedran ; Prpić-Oršić, Jasna ; Poljak, Igor ; Baressi Šegota, Sandi
INTERNATIONAL SCIENTIFIC CONFERENCE MACHINES. TECHNOLOGIES. MATERIALS 2020 - Winter Session - PROCEEDINGS,Scientific technical union of mechanical engineering Industry - 4.0, (2020) str. 14-17
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 (2019) str. 9-22, doi: 10.18048/2019.57.01.
On the Traveling Salesman Problem in Nautical Environments: an Evolutionary Computing Approach to Optimization of Tourist Route Paths in Medulin, Croatia
Baressi Šegota, Sandi ; Lorencin, Ivan ; Ohkura, Kazuhiro ; Car, Zlatan
Pomorski zbornik, 57 (2019) str. 71-87, doi: 10.18048/2019.57.05.
Cancer Rates per Country - Determining the Importance of Country Level Factors using Random Forest Regressor
Baressi Šegota, Sandi ; Anđelić, Nikola ; Lorencin, Ivan ; Musulin, Jelena ; Štifanić, Daniel ; Car, Zlatan.
First Serbian International Conference on Applied Artificial Intelligence, (1999) 5, 4