Pregled po CROSBI profilu: Daniel Štifanić (CROSBI Profil: 40805)
Pronađeno 38 radova
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1.Štifanić, Daniel; Štifanić, Jelena; Baressi Šegota, Sandi; Anđelić, Nikola; Car, ZlatanMaterial 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.Baressi Šegota, Sandi; Anđelić, Nikola; Štifanić, Daniel; Štifanić, Jelena; Car, ZlatanOn 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.Grenko, Teodor; Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Štifanić, Daniel; Štifanić, Jelena; Glučina, Matko; Franović, Borna; Car, ZlatanOn 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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4.Štifanić, Daniel; Musulin, Jelena; Car, ZlatanDetection and localization of underground objects from GPR recordings using random search approach // 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, 2022. str. 50-51 (predavanje, recenziran, prošireni sažetak, znanstveni) -
5.Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Musulin, Jelena; Štifanić, Daniel; Glučina, Matko; Vlahinić, Saša; Car, ZlatanApplying 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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6.Tolja, Katarina; Musulin, Jelena; Štifanić, Daniel; Car, ZlatanCLASSIFICATION OF DRUG CONSUMERS USING ARTIFICIAL INTELLIGENCE ALGORITHMS // World of health, 4 (2022), 56-63 (domaća recenzija, članak, znanstveni)
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7.Baressi Šegota, Sandi; Glučina, Matko; Štifanić, Daniel; Musulin, Jelena; Lorencin, Ivan; Anđelić, Nikola; Car, ZlatanDetermining 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) -
8.Baressi Šegota, Sandi; Blagojević, Anđela; Šušteršić, Tijana; Musulin, Jelena; Štifanić, Daniel; Glučina, Matko; Lorencin, Ivan; Anđelić, Nikola; Filipović, Nenad; Car, ZlatanCountry-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) -
9.Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin Ivan; Glučina, Matko; Musulin, Jelena; Štifanić, Daniel; Car, ZlatanUtilization 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) -
10.Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Glučina, Matko; Car, ZlatanHistopathological 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) -
11.Lorencin, Ivan; Baressi Šegota, Sandi; Glučina, Matko; Anđelić, Nikola; Štifanić, Daniel; Španjol, Josip; Car, ZlatanComparison 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) -
12.Mrzljak, Vedran; Štifanić, Daniel; Meštrić, Hrvoje; Car, ZlatanThermodynamic Analysis of CO2 Closed-Cycle Gas Turbine for Marine Applications at Various Pressure Ratios // Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku, 29 (2022), 1; 51-59 doi:10.17559/TV-20200716182721 (međunarodna recenzija, članak, znanstveni)
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13.Štifanić, Daniel; Musulin, Jelena; Baressi Šegota, Sandi; Glučina, Matko; Car, ZlatanDetecting 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) -
14.Tolja, Katarina; Musulin, Jelena; Štifanić, Daniel; Car, ZlatanCLASSIFICATION OF DRUG CONSUMERS USING ARTIFICIAL INTELLIGENCE ALGORITHMS // World of health, 4 (2021), 56-63 (međunarodna recenzija, članak, znanstveni)
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15.Mrzljak, Vedran; Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Musulin, Jelena; Štifanić, Daniel; Kudlaček, Jan; Car, ZlatanENERGY 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) -
16.Baressi Šegota, Sandi; Lorencin, Ivan; Smolić, Klara; Anđelić, Nikola; Markić, Dean; Mrzljak, Vedran; Štifanić, Daniel; Musulin, Jelena; Španjol, Josip; Car, ZlatanSemantic 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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17.Lorencin, Ivan; Smolić, Klara; Baressi Šegota, Sandi; Anđelić, Nikola; Štifanić, Daniel; Musulin, Jelena; Markić, Dean; Španjol, Josip; Car, ZlatanUtilization 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) -
18.Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Car, ZlatanAutomated 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) -
19.Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Musulin, Jelena; Štifanić, Daniel; Car, ZlatanPreparation 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) -
20.Car, Zlatan; Anđelić, Nikola; Lorencin, Ivan; Musulin, Jelena; Štifanić, Daniel; Baressi Šegota, SandiAPPLICATION 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) -
21.Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Car, ZlatanSemantic segmentation of oral squamous cell carcinoma on epithellial and stromal tissue // 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. 194-197 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
22.Štifanić, Daniel; Musulin, Jelena; Jurilj, Zdravko; Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Vlahinić, Saša; Šušteršič, Tijana; Blagojević, Anđela; Filipović, Nenad; Car, ZlatanSemantic 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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23.Mioč, Ana; Fabulić, Barbara; Musulin, Jelena; Štifanić, Daniel; Markova-Car, ElitzaInvestigation of the association between polymorphisms in the circadian CLOCK and NPAS2 genes and cancer by using methods of AI // Ri-STEM-2021 Proceedings / Lorencin, Ivan ; Baressi Šegota, Sandi ; Car, Zlatan (ur.).
Rijeka, 2021. str. 91-94 (poster, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
24.Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Car, ZlatanMulticlass Classification of Oral Squamous Cell Carcinoma // Proceedings of the International Scientific Student Conference RI-STEM-2021 / Lorencin, Ivan ; Baressi Šegota, Sandi (ur.).
Rijeka, 2021. str. 7-11 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
25.Sandi Baressi Šegota; Nikola Anđelić; Ivan Lorencin; Daniel Štifanić; Jelena Musulin; Zlatan CarZ4 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) -
26.Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Štifanić, Daniel; Musulin, Jelena; Vlahinić, Saša; Šušteršič, Tijana; Blagojević, Anđela; Car, ZlatanAutomated 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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27.Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Ćabov, Tomislav; Dekanić, Andrea; Car, ZlatanAn Enhanced Histopathology Analysis: An AI- Based System for Multiclass Grading of Oral Squamous Cell Carcinoma and Segmenting of Epithelial and Stromal Tissue // Cancers, 13 (2021), 8; 1-21 doi:10.3390/cancers13081784 (međunarodna recenzija, članak, znanstveni)
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28.Musulin, Jelena; Baressi Šegota, Sandi; Štifanić, Daniel; Lorencin, Ivan; Anđelić, Nikola; Šušteršič, Tijana; Blagojević, Anđela; Filipović, Nenad; Ćabov, Tomislav; Markova-Car, ElitzaApplication 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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29.Lorencin, Ivan; Anđelić, Nikola; Baressi Šegota, Sandi; Musulin, Jelena; Štifanić, Daniel; Mrzljak, Vedran; Španjol, Josip; Car, ZlatanEdge Detector-Based Hybrid Artificial Neural Network Models for Urinary Bladder Cancer Diagnosis // Studies in Computational Intelligence "Enabling AI Applications in Data Science" / Hassanien, Aboul-Ella ; N. Taha, Mohamed Hamed ; M. Khalifa, Nour Eldeen (ur.).
Cham: Springer, 2021. str. 225-245 doi:10.1007/978-3-030-52067-0_10 -
30.Štifanic, Daniel; Jukić, Adrijana; Musulin, Jelena; Car, ZlatanForecasting Dow Jones Industrial Average Index Movement Using Long Short-Term Memory network // Abstract Book - Fifth International Workshop on Data Science / Lončarić, Sven (ur.).
Zagreb: Centre of Research Excellence for Data Science and Cooperative Systems Research Unit for Data Science, 2020. str. 45-46 (predavanje, kratko priopćenje, znanstveni) -
31.Musulin, Jelena; Smolcic, Klara; Štifanic, Daniel; Španjol, Josip; Car, ZlatanBladder cancer detection: Integration of feature extraction algorithms and MLP // IWDS 2020 / Lončarić, Sven (ur.).
Zagreb: Centre of Research Excellence for Data Science and Cooperative Systems Research Unit for Data Science, 2020. str. 43-45 (predavanje, kratko priopćenje, znanstveni) -
32.Štifanić, Daniel; Musulin, Jelena; Car, Zlatan; Čep, Robert;Use of Convolutional Neural Network for Fish Species Classification // Pomorski zbornik, 59 (2020), 1; 131-142 doi:18048/2020.59.08. (međunarodna recenzija, članak, znanstveni)
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33.Lorencin, Ivan; Štifanić, Daniel; Musulin, Jelena; Mrzljak, VedranEnergy and exergy evaluation of CO2 closed-cycle gas turbine // V INTERNATIONAL SCIENTIFIC CONFERENCE "INDUSTRY 4.0" - PROCEEDINGS 2020 - VOLUME 3 (DOMINANT TECHNOLOGIES IN “INDUSTRY 4.0”) / Popov, Georgi ; Ovtcharova, Jivka (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2020. str. 123-126 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
34.Štifanić, Daniel; Musulin, Jelena; Miočević, Adrijana; Baressi Šegota, Sandi; Šubić, Roman; Car, ZlatanImpact of COVID-19 on Forecasting Stock Prices: An Integration of Stationary Wavelet Transform and Bidirectional Long Short-Term Memory // Complexity, 2020 (2020), 1846926, 12 doi:10.1155/2020/1846926 (međunarodna recenzija, članak, znanstveni)
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35.Sandi Baressi Šegota; Daniel Štifanić; Kazuhiro Ohkura; Zlatan CarUse of Artificial Neural Network for Estimation of Propeller Torque Values in a CODLAG Propulsion System // Pomorski zbornik - Journal of Maritime and Transportation Sciences, 58 (2020), 1; 25-3/ doi:10.18048/2020.58.02. (međunarodna recenzija, prethodno priopćenje, ostalo)
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36.Medica-Viola, Vedran; Baressi Šegota, Sandi; Mrzljak, Vedran; Štifanić, DanielComparison of conventional and heat balance based energy analyses of steam turbine // Pomorstvo : scientific journal of maritime research, 34 (2020), 1; 74-85 doi:10.31217/p.34.1.9 (međunarodna recenzija, članak, znanstveni)
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37.Mrzljak, Vedran; Prpić-Oršić, Jasna; Musulin, Jelena; Štifanić, DanielEnergy and exergy analysis of deaerator from combined-cycle power plant // INTERNATIONAL SCIENTIFIC CONFERENCE TECHNICS. TECHNOLOGIES. EDUCATION. SAFETY, 2020 - PROCEEDINGS - VOLUME 1 - TECHNICS AND TECHNOLOGY. INFORMATION TECHNOLOGY / Tokarev, Alexander (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2020. str. 5-8 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
38.Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Musulin, Jelena; Štifanić, Daniel; Car, Zlatan.Cancer Rates per Country - Determining the Importance of Country Level Factors using Random Forest Regressor // First Serbian International Conference on Applied Artificial Intelligence
Kragujevac, 1999. 5, 4 (predavanje, međunarodna recenzija, kratko priopćenje, znanstveni)
