Pregled po CROSBI profilu: Ivan Lorencin (CROSBI Profil: 1466, MBZ: 380265)
Pronađeno 93 radova
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1.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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2.Detection and Classification of Printed Circuit Boards Using YOLO Algorithm // Electronics (Basel), 12 (2023), 3; 667, 21 doi:10.3390/electronics12030667 (međunarodna recenzija, članak, znanstveni)
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3.Drive System Inverter Modeling Using Symbolic Regression // Electronics (Basel), 12 (2023), 3; 638, 23 (međunarodna recenzija, članak, znanstveni)
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4.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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5.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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6.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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7.Cervical Cancer Diagnostics Using Machine Learning Algorithms and Class Balancing Techniques // Applied sciences (Basel), 13 (2023), 2; 1061, 25 (međunarodna recenzija, članak, znanstveni)
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8.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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9.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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10.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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11.Estimation of Excitation Current of a Synchronous Machine Using Machine Learning Methods // Computers (Basel), 12 (2023), 1; 1-25 doi:10.3390/computers12010001 (međunarodna recenzija, članak, znanstveni)
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12.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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13.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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14.Mean Phase Voltages and Duty Cycles Estimation of a Three-Phase Inverter in a Drive System Using Machine Learning Algorithms // Electronics (Basel), 11 (2022), 16; 2632, 28 doi:10.3390/electronics11162623 (međunarodna recenzija, članak, znanstveni)
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15.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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16.Emisije u zrak iz procesa u brodogradilištu // Pomorstvo, 36 (2022), 1; 164-171 doi:10.31217/p.36.1.19 (recenziran, članak, znanstveni)
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17.On Cervical Cancer Diagnostics Using Machine Learning // RI-STEM proceedings
Rijeka, Hrvatska, 2022. str. 19-22 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
18.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) -
19.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) -
20.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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21.Nuclear power plant steam re-heating system - exergy analysis at four different operating regimes // X INTERNATIONAL SCIENTIFIC CONFERENCE - TECHNICS. TECHNOLOGIES. EDUCATION. SAFETY. 2022 - PROCEEDINGS / Tokarev, Alexander (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2022. str. 5-8 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
22.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) -
23.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) -
24.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) -
25.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) -
26.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) -
27.Genetic Algorithm-Based Parametrization of a PI Controller for DC Motor Control // Tehnički glasnik, 16 (2022), 1; 16-22 doi:10.31803//tg-20201119185015 (međunarodna recenzija, članak, znanstveni)
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28.An Intelligent System for Urinary Bladder Cancer Diagnostics, 2022., doktorska disertacija, Tehnički fakultet, Rijeka, Hrvatska
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29.URINARY BLADDER CANCER DIAGNOSIS USING CUSTOMIZED VGG-16 ARCHITECTURES // World of health, 4 (2022), 64-69 (međunarodna recenzija, članak, znanstveni)
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30.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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31.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) -
32.Thermodynamic analysis of steam turbines from geothermal double flash power system // Technological forum 2021 Proceedings / Suchánek, Jan ; Kreibich, Viktor (ur.).
Prag, 2021. str. 229-236 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
33.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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34.A META-HEURISTIC MULTI-OBJECTIVE APPROACH TO THE MODEL SELECTION OF CONVOLUTION NEURAL NETWORKS FOR URINARY BLADDER CANCER DIAGNOSIS // 1st International Conference on Chemo and Bioinformatics
Kragujevac, 2021. str. 1-4 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
35.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) -
36.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) -
37.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) -
38.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) -
39.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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40.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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41.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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42.Intelligent Automation System for Vessels Recognition: Comparison of SIFT and SURF Methods // Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku, 28 (2021), 4; 1221-1226 doi:10.17559/TV-20200522115821 (međunarodna recenzija, članak, ostalo)
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43.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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44.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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45.Determining Inverse Kinematics of a Serial Robotic Manipulator Through the Use of Genetic Programming Algorithm // 8th International Congress of Serbian Society of Mechanics
Kragujevac, 2021. str. 1-6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
46.Epidemiological Predictive Modelling of COVID-19 Spread // 8th International Congress of Serbian Society of Mechanics
Kragujevac, 2021. (predavanje, međunarodna recenzija, neobjavljeni rad, znanstveni) -
47.Exergy analysis of three cylinder steam turbine from supercritical coal-fired power plant // XXIX INTERNATIONAL SCIENTIFIC CONFERENCE trans&MOTAUTO ’21 - PROCEEDINGS / Kolev, Petar (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2021. str. 92-95 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
48.Ri-STEM-2021 Proceedings / Lorencin, Ivan ; Baressi Šegota, Sandi ; Car, Zlatan (ur.). Rijeka: Studentski zbor Sveučilišta u Rijeci, 2021 (zbornik)
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49.Use of Regressive Artificial Intelligence and Machine Learning Methods in Modelling of COVID-19 Spread (COVIDAi): Project Review // International Scientific Student Conference RI-STEM-2021 - proceedings / Lorencin, Ivan ; Baressi Šegota, Sandi ; Car, Zlatan (ur.).
Rijeka, Hrvatska: Studentski zbor Sveučilišta u Rijeci ; Tehnički fakultet, Sveučilište u Rijeci ; Riteh AI and Robotics Group, 2021. str. 1-5 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
50.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)
