Pregled po CROSBI profilu: Nikola Anđelić (CROSBI Profil: 33729, MBZ: 357554)
Pronađeno 100 radova
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1.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) -
2.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) -
3.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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4.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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5.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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6.Drive System Inverter Modeling Using Symbolic Regression // Electronics (Basel), 12 (2023), 3; 638, 23 (međunarodna recenzija, članak, znanstveni)
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7.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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8.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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9.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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10.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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11.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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12.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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13.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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14.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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15.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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16.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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17.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) -
18.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) -
19.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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20.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) -
21.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) -
22.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) -
23.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) -
24.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) -
25.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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26.URINARY BLADDER CANCER DIAGNOSIS USING CUSTOMIZED VGG-16 ARCHITECTURES // World of health, 4 (2022), 64-69 (međunarodna recenzija, članak, znanstveni)
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27.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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28.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) -
29.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) -
30.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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31.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) -
32.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) -
33.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) -
34.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) -
35.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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36.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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37.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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38.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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39.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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40.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) -
41.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) -
42.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) -
43.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)
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44.Automated Pipeline for Continual Data Gathering and Retraining of the Machine Learning-Based COVID-19 Spread Models // EAI Endorsed Transactions on Bioengineering and Bioinformatics, 21 (2021), 3; e2, 9 doi:10.4108/eai.4-5-2021.169582 (međunarodna recenzija, članak, znanstveni)
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45.Application of artificial intelligence-based regression methods in the problem of COVID-19 spread prediction: a systematic review // International journal of environmental research and public health, 18 (2021), 8; 4287, 39 doi:10.3390/ijerph18084287 (međunarodna recenzija, pregledni rad, znanstveni)
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46.Nanosensor based on graphene sheet for detection of gas molecules, 2021., doktorska disertacija, Tehnički fakultet, Rijeka
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47.Determination of energy loss and efficiency for the low power steam turbine and each of its segments // VI INTERNATIONAL SCIENTIFIC CONFERENCE - HIGH TECHNOLOGIES. BUSINESS. SOCIETY. - PROCEEDINGS - 2021 / Popov, Georgi ; Nikolcheva, Galina (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2021. str. 8-12 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
48.Thermodynamic Analysis of a Condensate Heating System from a Marine Steam Propulsion Plant with Steam Reheating // Journal of Marine Science and Application, 20 (2021), 1-11 doi:10.1007/s11804-021-00191-5 (međunarodna recenzija, članak, znanstveni)
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49.On Urinary Bladder Cancer Diagnosis: Utilization of Deep Convolutional Generative Adversarial Networks for Data Augmentation // Biology, 10 (2021), 3; 175, 27 doi:10.3390/biology10030175 (međunarodna recenzija, članak, znanstveni)
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50.Estimation of COVID-19 Epidemiology Curve of the United States Using Genetic Programming Algorithm // International journal of environmental research and public health, 18 (2021), 3; 959, 26 doi:10.3390/ijerph18030959 (međunarodna recenzija, članak, znanstveni)
