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1.

Štifanić, Daniel; Štifanić, Jelena; Baressi Šegota, Sandi; Anđelić, Nikola; Car, Zlatan

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)

Pristup cjelovitom tekstu rada

2.

Lysdahlgaard, Simon; Baressi Šegota, Sandi; Hess, Søren; Antulov, Ronald; Weber Kusk, Martin; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com

3.

Baressi Šegota, Sandi; Anđelić, Nikola; Štifanić, Daniel; Štifanić, Jelena; Car, Zlatan

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)

Pristup cjelovitom tekstu rada

4.

Baressi Šegota, Sandi; Mrzljak, Vedran; Prpić-Oršić, Jasna; Car, Zlatan

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)

Pristup cjelovitom tekstu rada youngconference.com youngconference.com

5.

Anđelić, Nikola; Baressi Šegota, Sandi; Glučina, Matko; Lorencin, Ivan

Classification of Faults Operation of a Robotic Manipulator using Symbolic Classifier // Applied sciences (Basel), 13 (2023), 3; 1-23 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada www.mdpi.com www.researchgate.net

6.

Grenko, Teodor; Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Štifanić, Daniel; Štifanić, Jelena; Glučina, Matko; Franović, Borna; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com

7.

Đuranović, Daniel; Baressi Šegota, Sandi; Lorencin, Ivan; Car, Zlatan

Localization and Classification of Venusian Volcanoes Using Image Detection Algorithms // Sensors, 23 (2023), 3; 1224, 31 doi:10.3390/s23031224 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada doi www.mdpi.com

8.

Baressi Šegota, Sandi; Lorencin, Ivan; Kovač, Zoran; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com

9.

Glučina, Matko; Lorencin, Ariana; Anđelić, Nikola; Lorencin, Ivan

Cervical Cancer Diagnostics Using Machine Learning Algorithms and Class Balancing Techniques // Applied sciences (Basel), 13 (2023), 2; 1061, 25 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada www.mdpi.com

10.

Anđelić, Nikola; Baressi Šegota, Sandi; Glučina, Matko; Lorencin, Ivan

Classification of Wall Following Robot Movements Using Genetic Programming Symbolic Classifier // Machines, 11 (2023), 1; 105, 35 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada www.mdpi.com

11.

Anđelić, Nikola; Lorencin, Ivan; Baressi Šegota, Sandi; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com www.researchgate.net

12.

Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin, Ivan; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com www.researchgate.net

13.

Glučina, Matko; Anđelić, Nikola; Lorencin, Ivan; Car, Zlatan

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)

doi www.mdpi.com www.researchgate.net doi.org

14.

Štifanić, Daniel; Musulin, Jelena; Car, Zlatan

Detection 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)

15.

Glučina, Matko; Baressi Šegota, Sandi; Anđelić, Nikola; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com doi.org

16.

Majnarić, Darin; Baressi Šegota, Sandi; Lorencin, Ivan; Car, Zlatan

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)

doi www.sciencedirect.com

17.

Anđelić, Nikola; Lorencin, Ivan; Glučina, Matko; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com www.researchgate.net

18.

Mrzljak, Vedran; Prpić-Oršić, Jasna; Baressi Šegota, Sandi; Medica-Viola, Vedran

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)

Pristup cjelovitom tekstu rada trans-motauto.com trans-motauto.com

19.

Mrzljak, Vedran; Prpić-Oršić, Jasna; Medica-Viola, Vedran; Poljak Igor

Energy analysis of a steam turbine with two cylinders and steam re-heating // VII INTERNATIONAL SCIENTIFIC CONFERENCE INDUSTRY 4.0 - SUMMER SESSION - PROCEEDINGS / Popov, Georgi ; Ovtcharova, Jivka (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2022. str. 34-37 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

Pristup cjelovitom tekstu rada industry-4.eu industry-4.eu

20.

Glučina, Matko; Mrzljak, Vedran; Poljak, Igor; Car, Zlatan

Artificial intelligence models for the prediction of NOx emissions in gas turbines // International Student Scientific Conference (Ri-STEM 2022)
Rijeka, 2022. str. 33-36 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

Pristup cjelovitom tekstu rada

21.

Glučina, Matko; Lorencin, Ariana; Lorencin, Ivan

On Cervical Cancer Diagnostics Using Machine Learning // RI-STEM proceedings
Rijeka, Hrvatska, 2022. str. 19-22 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

22.

Mrzljak, Vedran; Prpić-Oršić, Jasna; Anđelić, Nikola; Lorencin, Ivan

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)

Pristup cjelovitom tekstu rada techtos.net techtos.net

23.

Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin Ivan; Glučina, Matko; Musulin, Jelena; Štifanić, Daniel; Car, Zlatan

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)

Pristup cjelovitom tekstu rada www.researchgate.net

24.

Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Glučina, Matko; Car, Zlatan

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)

Pristup cjelovitom tekstu rada aai2022.kg.ac.rs

25.

Lorencin, Ivan; Baressi Šegota, Sandi; Glučina, Matko; Anđelić, Nikola; Štifanić, Daniel; Španjol, Josip; Car, Zlatan

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)

Pristup cjelovitom tekstu rada aai2022.kg.ac.rs

26.

Blagojević, Anđela; Šušteršič, Tijana; Lorencin, Ivan; Baressi Šegota, Sandi; Anđelić, Nikola; Milovanović, Dragan; Baskić, Dejan; Car, Zlatan; Filipović, Nenad

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)

Pristup cjelovitom tekstu rada aai2022.kg.ac.rs

27.

Baressi Šegota, Sandi; Anđelić, Nikola; Šercer, Mario; Meštrić, Hrvoje

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com

28.

Lorencin, Ivan

An Intelligent System for Urinary Bladder Cancer Diagnostics, 2022., doktorska disertacija, Tehnički fakultet, Rijeka, Hrvatska

Pristup cjelovitom tekstu rada www.riteh.uniri.hr

29.

Mrzljak, Vedran; Prpić-Oršić, Jasna; Senčić, Tomislav; Jelić, Maro

Exergy analysis of a complex four-cylinder steam turbine // XIX International scientific congress machines. technologies. materials - winter session - 2022 : proceedings / Popov, Georgi ; Dikova, Tsanka (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2022. str. 13-17 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

Pristup cjelovitom tekstu rada mtmcongress.com mtmcongress.com

30.

Mrzljak, Vedran; Prpić-Oršić, Jasna; Poljak, Igor; Gospić, Ivan

Thermodynamic analysis of backpressure and condensing steam turbines from cogeneration system // XV INTERNATIONAL CONFERENCE FOR YOUNG RESEARCHERS - TECHNICAL SCIENCES. INDUSTRIAL MANAGEMENT 2022 - PROCEEDINGS / Angelov, Cyril (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2022. str. 3-6 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

Pristup cjelovitom tekstu rada youngconference.com youngconference.com

31.

Mrzljak, Vedran; Prpić-Oršić, Jasna; Poljak, Igor; Glavan, Ivica

Energy evaluation of a steam turbine from solar-based combined cycle power plant // VII INTERNATIONAL SCIENTIFIC CONFERENCE HIGH TECHNOLOGIES. BUSINESS. SOCIETY. 2022 - PROCEEDINGS / Popov, Georgi ; Nikolcheva, Galina (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2022. str. 9-12 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

Pristup cjelovitom tekstu rada hightechsociety.eu hightechsociety.eu

32.

Lorencin, Ivan; Baressi Šegota, Sandi; Anđelić, Nikola; Mrzljak, Vedran; Smolić, Klara; Španjol, Josip; Car, Zlatan

URINARY BLADDER CANCER DIAGNOSIS USING CUSTOMIZED VGG-16 ARCHITECTURES // World of health, 4 (2022), 64-69 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada www.fzsri.uniri.hr

33.

Baressi Šegota, Sandi; Anđelić, Nikola; Car, Zlatan; Šercer, Mario

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)

Pristup cjelovitom tekstu rada doi hrcak.srce.hr

34.

Mrzljak, Vedran; Štifanić, Daniel; Meštrić, Hrvoje; Car, Zlatan

Thermodynamic 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)

Pristup cjelovitom tekstu rada doi hrcak.srce.hr hrcak.srce.hr

35.

Štifanić, Daniel; Musulin, Jelena; Baressi Šegota, Sandi; Glučina, Matko; Car, Zlatan

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)

36.

Tolja, Katarina; Musulin, Jelena; Štifanić, Daniel; Car, Zlatan

CLASSIFICATION OF DRUG CONSUMERS USING ARTIFICIAL INTELLIGENCE ALGORITHMS // World of health, 4 (2021), 56-63 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada

37.

Poljak, Igor; Mrzljak, Vedran; Gospić, Ivan; Glavan, Ivica

The Change in Low Power Steam Turbine Operating Parameters During Extractions Opening/Closing // Pomorski zbornik, 61 (2021), 1; 57-78 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada hrcak.srce.hr hrcak.srce.hr

38.

Mrzljak, Vedran; Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Musulin, Jelena; Štifanić, Daniel; Kudlaček, Jan; Car, Zlatan

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)

Pristup cjelovitom tekstu rada

39.

Poljak, Igor; Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; jelić, Maro; Kudláček, Jan; Mrzljak, Vedran; Car, Zlatan

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)

Pristup cjelovitom tekstu rada

40.

Baressi Šegota, Sandi; Lorencin, Ivan; Smolić, Klara; Anđelić, Nikola; Markić, Dean; Mrzljak, Vedran; Štifanić, Daniel; Musulin, Jelena; Španjol, Josip; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com

41.

Lorencin, Ivan; Smolić, Klara; Baressi Šegota, Sandi; Anđelić, Nikola; Štifanić, Daniel; Musulin, Jelena; Markić, Dean; Španjol, Josip; Car, Zlatan

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)

42.

Car, Zlatan; Anđelić, Nikola; Lorencin, Ivan; Musulin, Jelena; Štifanić, Daniel; Baressi Šegota, Sandi

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)

Pristup cjelovitom tekstu rada

43.

Baressi Šegota, Sandi; Anđelić, Nikola; Mrzljak, Vedran; Lorencin, Ivan; Kuric, Ivan; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi journals.sagepub.com

44.

Mrzljak, Vedran; Kudláček, Jan; Baressi Šegota, Sandi; Medica-Viola, Vedran

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)

Pristup cjelovitom tekstu rada doi hrcak.srce.hr hrcak.srce.hr

45.

Musulin, Jelena; Lorencin, Ivan; Meštrić, Hrvoje; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi hrcak.srce.hr

46.

Baressi Šegota, Sandi; Anđelić, Nikola; Car, Zlatan; Šercer, Mario

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)

Pristup cjelovitom tekstu rada hrcak.srce.hr doi.org

47.

Štifanić, Daniel; Musulin, Jelena; Jurilj, Zdravko; Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Vlahinić, Saša; Šušteršič, Tijana; Blagojević, Anđela; Filipović, Nenad; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi eudl.eu

48.

Mrzljak, Vedran; Anđelić, Nikola; Lorencin, Ivan; Baressi Šegota, Sandi

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)

Pristup cjelovitom tekstu rada doi hrcak.srce.hr hrcak.srce.hr

49.

Mrzljak, Vedran; Prpić-Oršić, Jasna; Poljak, Igor; Baressi Šegota, Sandi

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)

Pristup cjelovitom tekstu rada industry-4.eu industry-4.eu

50.

Mrzljak, Vedran; Prpić-Oršić, Jasna; Lorencin, Ivan; Anđelić, Nikola

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)

Pristup cjelovitom tekstu rada trans-motauto.com trans-motauto.com

51.

Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Car, Zlatan

Multiclass 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)

Pristup cjelovitom tekstu rada drive.google.com

52.

Blagojević, Anđela; Šušteršič, Tijana; Lorencin, Ivan; Filipović, Nenad

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)

Pristup cjelovitom tekstu rada sites.google.com

53.

Sandi Baressi Šegota, Daniel Štifanić, Jelena Musulin, Zlatan Car

A Brief Note on the Influence of Storage Choices on Machine Learning Algorithm Training Times // Ri-STEM-2021 Proceedings / Lorencin, Ivan ; Baressi Šegota, Sandi ; Car, Zlatan (ur.).
Rijeka, 2021. str. 19-25 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), ostalo)

Pristup cjelovitom tekstu rada sites.google.com

54.

Sandi Baressi Šegota; Nikola Anđelić; Ivan Lorencin; Daniel Štifanić; Jelena Musulin; Zlatan Car

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)

Pristup cjelovitom tekstu rada sites.google.com

55.

Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin, Ivan; Poljak, Igor; Mrzljak, Vedran; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com www.mdpi.com

56.

Mrzljak, Vedran; Prpić-Oršić, Jasna; Medica- Viola, Vedran; Senčić Tomislav

Exergy analysis of base and optimized high pressure feed water heating system from nuclear power plant // IX International Scientific Conference TECHNICS. TECHNOLOGIES. EDUCATION. SAFETY. 2021 - PROCEEDINGS - VOLUME 1 / Tokarev, Alexander (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2021. str. 5-8 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

Pristup cjelovitom tekstu rada techtos.net techtos.net

57.

Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Štifanić, Daniel; Musulin, Jelena; Vlahinić, Saša; Šušteršič, Tijana; Blagojević, Anđela; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi eudl.eu

58.

Musulin, Jelena; Štifanić, Daniel; Zulijani, Ana; Ćabov, Tomislav; Dekanić, Andrea; Car, Zlatan

An 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)

doi www.mdpi.com

59.

Musulin, Jelena; Baressi Šegota, Sandi; Štifanić, Daniel; Lorencin, Ivan; Anđelić, Nikola; Šušteršič, Tijana; Blagojević, Anđela; Filipović, Nenad; Ćabov, Tomislav; Markova-Car, Elitza

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com

60.

Anđelić, Nikola

Nanosensor based on graphene sheet for detection of gas molecules, 2021., doktorska disertacija, Tehnički fakultet, Rijeka

Pristup cjelovitom tekstu rada

61.

Mrzljak, Vedran; Prpić-Oršić, Jasna; Poljak, Igor; Baressi Šegota, Sandi

Efficiencies and losses comparison of three steam turbines – from conventional, nuclear and marine power plant // XVIII INTERNATIONAL SCIENTIFIC CONGRESS MACHINES. TECHNOLOGIES. MATERIALS - PROCEEDINGS - 2021 / Popov, Georgi ; Dikova, Tsanka (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2021. str. 5-9 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

Pristup cjelovitom tekstu rada mtmcongress.com mtmcongress.com

62.

Mrzljak, Vedran; Prpić-Oršić, Jasna; Poljak, Igor; Lorencin, Ivan

Energy and exergy losses analysis of back-pressure steam turbine from chp plant // XIV INTERNATIONAL CONFERENCE FOR YOUNG RESEARCHERS TECHNICAL SCIENCES. INDUSTRIAL MANAGEMENT - PROCEEDINGS - 2021 / Angelov, Cyril (ur.).
Sofija: Scientific technical union of mechanical engineering “Industry - 4.0”, 2021. str. 3-6 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

Pristup cjelovitom tekstu rada youngconference.com youngconference.com

63.

Mrzljak, Vedran; Prpić-Oršić, Jasna; Poljak, Igor; Anđelić, Nikola

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)

Pristup cjelovitom tekstu rada hightechsociety.eu hightechsociety.eu

64.

Mrzljak, Vedran; Lorencin, Ivan; Anđelić, Nikola; Car, Zlatan

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)

doi link.springer.com link.springer.com

65.

Lorencin, Ivan; Baressi Šegota, Sandi; Anđelić, Nikola; Mrzljak, Vedran; Ćabov, Tomislav; Španjol, Josip; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com www.mdpi.com

66.

Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin, Ivan; Jurilj, Zdravko; Šušteršič, Tijana; Bagojević, Anđela; Protić, Alen; Ćabov, Tomislav; Filipović, Nenand; Car, Zlatan

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)

Pristup cjelovitom tekstu rada doi www.mdpi.com

67.

Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin, Ivan; Mrzljak, Vedran; Car, Zlatan

Estimation of COVID-19 epidemic cruves using genetic programming algorithm // Health informatics journal, 27 (2021), 1; 1-40 doi:10.1177/1460458220976728 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada doi journals.sagepub.com

68.

Lorencin, Ivan; Baressi Šegota, Sandi; Anđelić, Nikola; Blagojević, Anđela; Šušteršič, Tijana; Protić, Alen; Arsenijević, Miloš; Ćabov, Tomislav; Filipović, Nenad; Car, Zlatan

Automatic Evaluation of the Lung Condition of COVID-19 Patients Using X-ray Images and Convolutional Neural Networks // Journal of personalized medicine, 11 (2021), 1; 28, 31 doi:10.3390/jpm11010028 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada doi www.mdpi.com

69.

Lorencin, Ivan; Anđelić, Nikola; Baressi Šegota, Sandi; Musulin, Jelena; Štifanić, Daniel; Mrzljak, Vedran; Španjol, Josip; Car, Zlatan

Edge 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

doi www.springer.com

70.

Musulin, Jelena; Smolcic, Klara; Štifanic, Daniel; Španjol, Josip; Car, Zlatan

Bladder 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)

Pristup cjelovitom tekstu rada drive.google.com

71.

Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Mrzljak, Vedran; Car, Zlatan

On the Application of Artificial Intelligence in the Problem of COVID-19 Spread Prediction // 5th International Workshop on Data Science - Abstract Book / Lončarić, Sven ; Šmuc, Tomislav (ur.).
Zagreb: Centre of Research Excellence for Data Science and Cooperative Systems Research Unit for Data Science, 2020. str. 35-37 (poster, domaća recenzija, prošireni sažetak, ostalo)

Pristup cjelovitom tekstu rada sites.google.com

72.

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)

Pristup cjelovitom tekstu rada doi hrcak.srce.hr

73.

Anđelić, Nikola; Baressi Šegota, Sandi; Lorencin, Ivan; Car, Zlatan

Estimation of gas turbine shaft torque and fuel flow of a CODLAG propulsion system using genetic programming algorithm // Pomorstvo : scientific journal of maritime research, 34 (2020), 2; 323-337 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada hrcak.srce.hr

74.

Mrzljak, Vedran; Lorencin, Ivan; Anđelić, Nikola; Car, Zlatan

Dual-flow dissymmetrical low pressure steam turbine energy analysis – comparison of both turbine cylinders // 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. 119-122 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

Pristup cjelovitom tekstu rada industry-4.eu industry-4.eu

75.

Baressi Šegota, Sandi; Lorencin, Ivan; Anđelić, Nikola; Mrzljak, Vedran; Car, Zlatan

Improvement of Marine Steam Turbine Conventional E xergy Analysis by Neural Network Application // Journal of marine science and engineering, 8 (2020), 11; 884, 38 doi:10.3390/jmse8110884 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada doi www.mdpi.com doi.org

76.

Daniel Štifanić, Adrijana Miočević, Zlatan Car

Forecasting Stock Index Movement Using Stationary Wavelet Transform and Long ShortTerm Memory network // My First Conference Book of Abstracts
Rijeka, Hrvatska, 2020. str. 34-35 (predavanje, recenziran, sažetak, znanstveni)

Pristup cjelovitom tekstu rada

77.

Sandi Baressi Šegota, Nikola Anđelić, Vedran Mrzljak, Zlatan Car

Fault Detection in Robotic Manipulators using Support Vector Machines // My First Conference Book of Abstracts
Rijeka, Hrvatska, 2020. str. 3-4 (predavanje, recenziran, sažetak, znanstveni)

Pristup cjelovitom tekstu rada

78.

Ivan Lorencin, Josip Španjol, Antun Gršković, Zlatan Car

Diagnostic of Bladder Cancer Using Hybrid Neural Networks Based on Edge Detectors // My First Conference Book of Abstracts
Rijeka, 2020. str. 22-23 (predavanje, recenziran, sažetak, znanstveni)

Pristup cjelovitom tekstu rada mfc.uniri.hr

79.

Jelena Musulin, Klara Smolić, Zlatan Car

Bladder Cancer Recognition Using SIFT and SURF Features // My First Conference book of abstracts
Rijeka, 2020. str. 24-25 (predavanje, recenziran, sažetak, znanstveni)

Pristup cjelovitom tekstu rada

80.

Jelena Musulin, Daniel Štifanić, Ivan Lorencin, Sandi Baressi Šegota, Nikola Anđelić1, Emanuel Borović, Alen Protić, Zlatan Car

Comparison Of Three Artificial Intelligence Algorithms For Sepsis Prediction // World of Health, 3 (2020), 20-25 (domaća recenzija, članak, ostalo)

Pristup cjelovitom tekstu rada www.researchgate.net

81.

Ivan Lorencin, Nikola Anđelić, Sandi Baressi Šegota, Daniel Štifanić, Jelena Musulin, Vedran Mrzljak, Elitza Markova-Car, Zlatan Car

Dataset Size-Based Approach In Design Of Artificial Neural Network For Breast Cancer Diagnosis // World of Health, 3 (2020), 13-19 (domaća recenzija, članak, ostalo)

Pristup cjelovitom tekstu rada www.researchgate.net

82.

Štifanić, Daniel; Musulin, Jelena; Miočević, Adrijana; Baressi Šegota, Sandi; Šubić, Roman; Car, Zlatan

Impact 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)

Pristup cjelovitom tekstu rada doi www.hindawi.com

83.

Sandi Baressi Šegota; Daniel Štifanić; Kazuhiro Ohkura; Zlatan Car

Use 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)

Pristup cjelovitom tekstu rada doi hrcak.srce.hr

84.

Car, Zlatan; Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Mrzljak, Vedran

Modeling the Spread of COVID-19 Infection Using a Multilayer Perceptron // Computational and mathematical methods in medicine, 2020 (2020), 5714714, 10 doi:10.1155/2020/5714714 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada doi www.hindawi.com

85.

Sandi Baressi Šegota, Ivan Lorencin, Jelena Musulin, Daniel Štifanić, Zlatan Car

Frigate Speed Estimation Using CODLAG Propulsion System Parameters and Multilayer Perceptron Procjena brzine fregate pomoću parametara CODLAG pogonskog sustava i višeslojnog perceptrona // Naše more : znanstveni časopis za more i pomorstvo, 67 (2020), 2; 117-125 doi:10.17818/NM/2020/2.4 (međunarodna recenzija, prethodno priopćenje, ostalo)

doi hrcak.srce.hr

86.

Kocijel, Lino; Poljak, Igor; Mrzljak, Vedran; Car, Zlatan

Energy Loss Analysis at the Gland Seals of a Marine Turbo-Generator Steam Turbine // Tehnički glasnik - Technical Journal, Vol. 14 (2020), No. 1; 19-26 doi:10.31803/tg-20191031094436 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada doi hrcak.srce.hr hrcak.srce.hr

87.

Baressi Šegota, Sandi; Anđelić, Nikola; Lorencin, Ivan; Saga, Milan; Car, Zlatan

Path planning optimization of six-degree-of- freedom robotic manipulators using evolutionary algorithms // International journal of advanced robotic systems, 17 (2020), 2; 1-16 doi:10.1177/1729881420908076 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada doi journals.sagepub.com

88.

Lorencin, Ivan; Anđelić, Nikola; Španjol, Josip; Car, Zlatan

Using multi-layer perceptron with Laplacian edge detector for bladder cancer diagnosis // Artificial Intelligence in Medicine, 102 (2020), 101746, 16 doi:10.1016/j.artmed.2019.101746 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada doi

89.

Lorencin, Ivan; Anđelić, Nikola; Mrzljak, Vedran; Car, Zlatan

Multilayer Perceptron approach to Condition- Based Maintenance of Marine CODLAG Propulsion System Components // Pomorstvo : scientific journal of maritime research, 33 (2020), 2; 181-190 doi:10.31217/p.33.2.8 (međunarodna recenzija, članak, znanstveni)

Pristup cjelovitom tekstu rada doi hrcak.srce.hr hrcak.srce.hr

90.

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)

aai2022.kg.ac.rs