Pregled po CROSBI profilu: Sandi Baressi Šegota (CROSBI Profil: 40822, MBZ: 397955, ORCID: 0000-0002-3015-1024)
Pronađeno 76 radova
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1.Determining the influence and correlation for parameters of flexible forming using the random forest method // Applied soft computing, 144 (2023), 110497, 18 doi:10.1016/j.asoc.2023.110497 (međunarodna recenzija, članak, znanstveni)
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2.Material Classification of Underground Objects From GPR Recordings Using Deep Learning Approach // The Second Serbian International Conference on Applied Artificial Intelligence (SICAAI) - Book of Abstracts / Filipović, Nenad (ur.).
Kragujevac: University of Kragujevac, Serbia, 2023. str. /-/ (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
3.Quality Assessment Assistance of Lateral Knee X-rays: A Hybrid Convolutional Neural Network Approach // Mathematics, (2023), 11(10); 2392, 21 doi:10.3390/math11102392 (međunarodna recenzija, članak, znanstveni)
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4.On Differentiating Synthetic and Real Data in Medical Applications // The Second Serbian International Conference on Applied Artificial Intelligence (SICAAI) - Book of Abstracts / Filipović, Nenad (ur.).
Kragujevac: University of Kragujevac, 2023. 61, 4 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
5.Determining normalized friction torque of an industrial robotic manipulator using the symbolic regression method // XVI International Conference for Young Researchers "Technical Sciences. Industrial Management 2023" - PROCEEDINGS / Angelov, Cyril (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2023. str. 5-8 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
6.Energy analysis of main and auxiliary steam turbine from coal fired power plant // VIII International Scientific Conference "High Technologies. Business. Society 2023" - PROCEEDINGS / Popov, Georgi ; Nikolcheva, Galina (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2023. str. 15-18 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
7.Estimation of Interaction Locations in Super Cryogenic Dark Matter Search Detectors Using Genetic Programming-Symbolic Regression Method // Applied sciences (Basel), 13 (2023), 4; 1-23 doi:10.3390/app13042059 (međunarodna recenzija, članak, znanstveni)
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8.Classification of Faults Operation of a Robotic Manipulator using Symbolic Classifier // Applied sciences (Basel), 13 (2023), 3; 1-23 (međunarodna recenzija, članak, znanstveni)
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9.Drive System Inverter Modeling Using Symbolic Regression // Electronics (Basel), 12 (2023), 3; 638, 23 (međunarodna recenzija, članak, znanstveni)
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10.On the Use of a Genetic Algorithm for Determining Ho–Cook Coefficients in Continuous Path Planning of Industrial Robotic Manipulators // Machines, 11 (2023), 2; 167, 19 doi:10.3390/machines11020167 (međunarodna recenzija, članak, znanstveni)
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11.Localization and Classification of Venusian Volcanoes Using Image Detection Algorithms // Sensors, 23 (2023), 3; 1224, 31 doi:10.3390/s23031224 (međunarodna recenzija, članak, znanstveni)
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12.On Approximating the pIC50 Value of COVID-19 Medicines In Silico with Artificial Neural Networks // Biomedicines, 11 (2023), 2; 284, 22 doi:https:// .org/10.3390/biomedicines11020284 (međunarodna recenzija, članak, znanstveni)
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13.Classification of Wall Following Robot Movements Using Genetic Programming Symbolic Classifier // Machines, 11 (2023), 1; 105, 35 (međunarodna recenzija, članak, znanstveni)
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14.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 (Basel), 13 (2023), 1; 1-33 doi:10.3390/app13010574 (međunarodna recenzija, članak, znanstveni)
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15.The Development of Symbolic Expressions for Fire Detection with Symbolic Classifier Using Sensor Fusion Data // Sensors, 23 (2023), 1; 1-27 doi:10.3390/s23010169 (međunarodna recenzija, članak, znanstveni)
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16.Detection of Malicious Websites Using Symbolic Classifier // Future Internet, 14(12) (2022), 358; 1-30 doi:10.3390/fi14120358 (međunarodna recenzija, članak, znanstveni)
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17.Automated Detection and Classification of Returnable Packaging Based on YOLOV4 Algorithm // Applied sciences (Basel), 12 (2022), 21; 11131, 34 doi:10.3390/app122111131 (međunarodna recenzija, članak, znanstveni)
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18.Prediction of main particulars of container ships using artificial intelligence algorithms // Ocean engineering, 265 (2022), 112571, 14 doi:10.1016/j.oceaneng.2022.112571 (međunarodna recenzija, članak, znanstveni)
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19.Applying Regressive Machine Learning Techniques in Determination of COVID-19 Vaccinated Patients’ Influence on the Number of Confirmed and Deceased Patients // Mathematics, 10 (2022), 16; 1-24 doi:10.3390/math10162925 (međunarodna recenzija, članak, znanstveni)
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20.Energy analysis of two-cylinder steam turbine from nuclear power plant // XXX INTERNATIONAL SCIENTIFIC CONFERENCE trans&MOTAUTO 2022 - PROCEEDINGS / Kolev, Petar (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2022. str. 123-126 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
21.Determining the Influence of Hardware on the Execution Times of Trained Machine Learning Models // RI-STEM-2022
Rijeka, 2022. str. 88-90 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
22.Country-level factor influence on COVID-19 excess mortality rates determined using Random Forest algorithm // Ri-STEM-2022 - proceedings / Baressi Šegota, Sandi ; Lorencin, Ivan ; Anđelić, Nikola ; Car, Zlatan (ur.).
Rijeka: Studentski zbor Sveučilišta u Rijeci ; Tehnički fakultet Rijeka ; Riteh AI and Robotics Group, 2022. str. 16-18 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
23.RI-STEM-2022 Proceedings / Baressi Šegota, Sandi ; Lorencin, Ivan ; Anđelić, Nikola ; Car, Zlatan (ur.). Rijeka: Tehnički fakultet Sveučilišta u Rijeci, 2022 (zbornik)
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24.Utilization of Genetic Programming for Estimation of Molecular Structures Ground State Energies // 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI)
Kragujevac, Srbija, 2022. str. 1-4 (predavanje, međunarodna recenzija, sažetak, znanstveni) -
25.Histopathological H&E-Stained Image Analysis Based on AI // First Serbian Conference on Applied Artificial Intelligence
Kragujevac, 2022. 3, 8 (predavanje, međunarodna recenzija, prošireni sažetak, znanstveni) -
26.COVID-19 disease severity prediction model based on blood biomarkers: a machine learning approach // 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI) - book of abstracts / Filipović, Nenad (ur.).
Kragujevac: Univerzitet u Kragujevcu, 2022. 67, 4 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
27.Comparison of Image Augmentation Techniques in Urinary Bladder Cancer Diagnostics // 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI) / - (ur.).
Kragujevac: Sveučilište u Kragujevcu, 2022. str. 1-8 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
28.Analysis of COVID-19 disease using machine learning - personalized model // 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI) - book of abstracts / Filipović, Nenad (ur.).
Kragujevac: Univerzitet u Kragujevcu, 2022. 25, 4 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
29.Dynamics Modeling of Industrial Robotic Manipulators: A Machine Learning Approach Based on Synthetic Data // Mathematics, 10 (2022), 7; 1-17 doi:10.3390/math10071174 (međunarodna recenzija, članak, znanstveni)
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30.URINARY BLADDER CANCER DIAGNOSIS USING CUSTOMIZED VGG-16 ARCHITECTURES // World of health, 4 (2022), 64-69 (međunarodna recenzija, članak, znanstveni)
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31.Prediction of Robot Grasp Robustness using Artificial Intelligence Algorithms // Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku, 29 (2022), 1; 101-107 doi:10.17559/TV-20210204092154 (međunarodna recenzija, članak, znanstveni)
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32.Detecting and filtering unwanted features from GPR recordings using stationary wavelet transform // Abstract Book - 6th International Workshop on Data Science / Organiser - Centre of Research Excellence for Data Science and Cooperative Systems Research Unit for Data Science / Lončarić, Sven ; Šmuc, Tomislav (ur.).
Zagreb, Hrvatska, 2021. str. 32-34 (predavanje, recenziran, prošireni sažetak, znanstveni) -
33.Determining residuary resistance per unit weight of displacement with Symbolic Regression and Gradient Boosted Tree algorithms // Pomorstvo : scientific journal of maritime research, 35 (2021), 2; 287-296 doi:10.31217/p.35.2.11 (međunarodna recenzija, članak, znanstveni)
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34.ENERGY ANALYSIS OF A GAS TURBINE UPGRADED WITH HEAT REGENERATOR // Technological forum 2021 Proceedings / Suchánek, Jan ; Kreibich, Viktor (ur.).
Prag, 2021. str. 198-205 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
35.Semantic Segmentation of Urinary Bladder Cancer Masses From CT Images: A Transfer Learning Approach // Biology, 10 (2021), 11; 1134, 25 doi:10.3390/biology10111134 (međunarodna recenzija, članak, znanstveni)
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36.Utilization of Convolutional Neural Networks for Urinary Bladder Cancer Diagnosis Recognition From CT Imagery // 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE)
Kragujevac: Institute of Electrical and Electronics Engineers (IEEE), 2021. str. 1-6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
37.Automated Grading of Oral Squamous Cell Carcinoma into Multiple Classes Using Deep Learning Methods // The 21st IEEE International Conference on BioInformatics and BioEngineering / Filipović, Nenad (ur.).
Kragujevac: Institute of Electrical and Electronics Engineers (IEEE), 2021. T.1A.2, 6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
38.Preparation of Simplified Molecular Input Line Entry System Notation Datasets for use in Convolutional Neural Networks // The 21st IEEE International Conference on BioInformatics and BioEngineering / Nenad Filipović (ur.).
Kragujevac: Institute of Electrical and Electronics Engineers (IEEE), 2021. Paper ID #1 44, 6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
39.APPLICATION OF ARTIFICIAL INTELLIGENCE-BASED IMAGE ANALYSIS IN BIOINFORMATICS // Book of proceedings 1st International Conference on Chemo and BioInformatics (ICCBIKG 2021) / Zoran Marković, Nenad Filipović (ur.).
Kragujevac: Institute for Information Technologies, University of Kragujevac, 2021. str. 47-54 (plenarno, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
40.Epidemiological predictive modeling of COVID-19 infection: development, testing, and implementation on the population of the Benelux union // Frontiers in Public Health, 9 (2021), 727274, 24 doi:10.3389/fpubh.2021.727274 (međunarodna recenzija, članak, znanstveni)
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41.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, 138 (2021), 104869, 11 doi:10.1016/j.compbiomed.2021.104869 (međunarodna recenzija, članak, ostalo)
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42.Utilization of multilayer perceptron for determining the inverse kinematics of an industrial robotic manipulator // International Journal of Advanced Robotic Systems, 2021 (2021), July-August; 1-11 doi:10.1177/1729881420925283 (međunarodna recenzija, članak, ostalo)
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43.Energy and Exergy Analysis of Waste Heat Recovery Closed-Cycle Gas Turbine System while Operating with Different Mediums // Pomorski zbornik, 60 (2021), 1; 21-48 doi:10.18048/2021.60.02. (međunarodna recenzija, članak, znanstveni)
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44.Neural Network-Based Model for Classification of Faults During Operation of a Robotic Manipulator // Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku, 28 (2021), 4; 1380-1387 (međunarodna recenzija, prethodno priopćenje, ostalo)
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45.Semantic segmentation of chest X-ray images based on the severity of COVID-19 infected patients // EAI Endorsed Transactions on Bioengineering and Bioinformatics, 21 (2021), 3; e3, 8 doi:10.4108/eai.7-7-2021.170287 (međunarodna recenzija, članak, znanstveni)
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46.The influence of various optimization algorithms on nuclear power plant steam turbine exergy efficiency and destruction // Pomorstvo : scientific journal of maritime research, 35 (2021), 1; 69-86 doi:10.31217/p.35.1.8 (međunarodna recenzija, članak, znanstveni)
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47.Epidemiological Predictive Modelling of COVID-19 Spread // 8th International Congress of Serbian Society of Mechanics
Kragujevac, 2021. (predavanje, međunarodna recenzija, neobjavljeni rad, znanstveni) -
48.Efficiency and loss analysis of main steam condenser from nuclear power plant at various loads and ambient temperatures // VI INTERNATIONAL SCIENTIFIC CONFERENCE SUMMER SESSION INDUSTRY 4.0 - PROCEEDINGS / Popov, Georgi ; Ovtcharova, Jivka (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2021. str. 45-48 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
49.Z4 HPC Cluster // Ri-STEM-2021 Preceedings / Lorencin, Ivan ; Baressi Šegota, Sandi ; Car, Zlatan (ur.).
Rijeka, 2021. str. 51-56 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
50.Use of Genetic Programming for the Estimation of CODLAG Propulsion System Parameters // Journal of marine science and engineering, 9 (2021), 6; 612, 31 doi:10.3390/jmse9060612 (međunarodna recenzija, članak, znanstveni)
