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

diplomski

cjeloživotno učenje

CroRIS

Influence of Operator Physical Characteristics on Compliance With Collaborative Robot
Baressi Šegota, Sandi; Etinger, Darko; Tanković, Nikola; Šajina, Romeo; Mrzljak, Vedran; Lorencin, Ivan
IHSI 2026 Conference Proceedings,AHFE, (2026) str. 589-597, doi: 10.54941/ahfe1007117
Interpretable Multimodal Framework for Assessing Cognitive Load and Stress in Collaborative Robot Environments
Baressi Šegota, Sandi; Etinger, Darko; Lorencin, Ivan; Tanković, Nikola; Blašković, Luka; Anđelić, Nikola
IHSI 2026 Conference Proceedings,AHFE, (2026) str. 891-900, doi: 10.54941/ahfe1007150
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
Interpretable glass type classification using genetic programming symbolic expressions based on chemical composition and refractive index
Anđelić, Nikola; Šegota, Sandi Baressi; Mrzljak, Vedran
Journal of non-crystalline solids, 680 (2026) str. 1-29, doi: 10.1016/j.jnoncrysol.2026.124032
Face Recognition System Using CLIP and FAISS for Scalable and Real-Time Identification
Labinjan, Antonio; Baressi Šegota, Sandi; Lorencin, Ivan; Tanković, Nikola
Mathematical and computational applications, 31 (2026) 36, 25, doi: 10.3390/mca31020036
Thermodynamic analysis of steam turbine and condenser from combined cycle power plant
Mrzljak, Vedran; Prpić-Oršić, Jasna; Baressi Šegota, Sandi; Lorencin, Ivan
XXIII International Scientific Congress "Machinеs. Technolоgies. Materials." Winter session" 2026. : Proceedings,Scientific Technical Union of Mechanical Engineering "Industry 4.0", (2026) str. 17-20
The Ambient Temperature Influence on the CO2 Low-power Marine Waste Heat Recovery Plant at Several Loads
Anđelić, Nikola; Baressi Šegota, Sandi; Poljak, Igor; Mrzljak, Vedran
Pomorski zbornik, 66 (2026) str. 11-36
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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)
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
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: 10.3390/jmse12020273
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
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: 10.3390/machines12040225
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
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
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
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
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
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
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
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
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
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
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 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
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
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. /-/
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
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
Drive System Inverter Modeling Using Symbolic Regression
Glučina, Matko ; Anđelić, Nikola ; Lorencin, Ivan ; Baressi Šegota, Sandi
Electronics (Basel), 12 (2023) 638, 23
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
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
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
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: 10.3390/jmse11081595
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 (2023) 3411, 27, doi: 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
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
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
RI-STEM-2022 Proceedings
Tehnički fakultet Sveučilišta u Rijeci, (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,Tehnički vjesnik = Technical gazette, 29 (2022) str. 101-107, doi: 10.17559/TV-20210204092154
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Z4 HPC Cluster
Sandi Baressi Šegota ; Nikola Anđelić ; Ivan Lorencin ; Daniel Štifanić ; Jelena Musulin ; Zlatan Car
Ri-STEM-2021 Preceedings, (2021) str. 51-56
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)
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
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
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
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.
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
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
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
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
RI-STEM-2021 Proceedings
Tehnički Fakultet Sveučilišta u Rijeci, (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 (2021) 28, 31, doi: 10.3390/jpm11010028
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
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
Comparison Of Three Artificial Intelligence Algorithms For Sepsis Prediction
Jelena Musulin, Daniel Štifanić, Ivan Lorencin, Sandi Baressi Šegota, Nikola Anđelić, Emanuel Borović, Alen Protić, Zlatan Car
World of health, 3 (2020) str. 20-25
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
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.
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
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
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 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
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
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.
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
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
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
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
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
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.
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.
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