@article{article, author = {UYANIK TAYFUN, ABU BAKAR NUR NAJİHAH, KALENDERLİ ÖZCAN, ARSLANOĞLU YASİN, GUERRERO JOSEP M., Lashab Abderezak}, title = {A Data-Driven Approach for Generator Load Prediction in Shipboard Microgrid: The Chemical Tanker Case Study}, journal = {MDPI AG}, year = 2023, month = 6, volume = 16 }

@article{article, author = {ARSLANOĞLU BİRGÜL, ELİDOLU GİZEM, UYANIK TAYFUN}, title = {APPLICATION OF MACHINE LEARNING METHODS FOR PREDICTION OF SEAFARER SAFETY PERCEPTION}, journal = {University of Buckingham Press}, year = 2023, number = 3, pages = {269-282}, month = 2, volume = 164 }

@article{article, author = {UYANIK TAYFUN}, title = {VERİYE DAYALI YÖNTEMLER YARDIMI İLE KİMYASAL TANKERDE YAKIT TÜKETİMİ TAHMİNİ}, journal = {Maritime Faculty Journal - Denizcilik Fakultesi Dergisi}, year = 2022, number = 2, pages = {190-205}, month = 12, volume = 14 }

@article{article, author = {ATAK ÜSTÜN, UYANIK TAYFUN, ARSLANOĞLU YASİN}, title = {An MDCM approach for risk assessment at the polar regions: analysing the antarctic route ice navigation risk parameters}, journal = {Informa UK Limited}, year = 2022, month = 11 }

@article{article, author = {UYANIK TAYFUN, YALMAN YUNUS, KALENDERLİ ÖZCAN, ARSLANOĞLU YASİN, TERRICHE YACINE, SU Chun-Lien, GUERRERO JOSEP M.}, title = {Data-Driven Approach for Estimating Power and Fuel Consumption of Ship: A Case of Container Vessel}, journal = {MATHEMATICS}, year = 2022, month = 11, volume = 10 }

@article{article, author = {ABU BAKAR NUR NAJİHAH, Bazmohammadi Najmeh, ÇİMEN HALİL, UYANIK TAYFUN, Vazquez Juan C., GUERRERO JOSEP M.}, title = {Data-driven ship berthing forecasting for cold ironing in maritime transportation}, journal = {APPLIED ENERGY}, year = 2022, month = 11, volume = 326 }

@article{article, author = {YALMAN YUNUS, UYANIK TAYFUN, TAN ADNAN, BAYINDIR KAMİL ÇAĞATAY, TERRICHE YACINE, SU Chun-Lien, GUERRERO JOSEP M.}, title = {Implementation of Voltage Sag Relative Location and Fault Type Identification Algorithm Using Real-Time Distribution System Data}, journal = {MDPI MATHEMATICS}, year = 2022, number = 19, month = 9, volume = 10 }

@article{article, author = {CEYLAN BULUT OZAN, KARATUĞ ÇAĞLAR, EJDER EMİR, UYANIK TAYFUN, ARSLANOĞLU YASİN}, title = {Risk assessment of sea chest fouling on the ship machinery systems by using both FMEA method and ERS process}, journal = {Australian Journal of Maritime & Ocean Affairs}, year = 2022, month = 7 }

@article{article, author = {UYANIK TAYFUN, EJDER EMİR, ARSLANOĞLU YASİN, YALMAN YUNUS, TERRICHE YACINE, SU Chun-Lien, GUERRERO JOSEP M.}, title = {Thermoelectric Generators as an Alternative Energy Source in Shipboard Microgrids}, journal = {ENERGIES}, year = 2022, number = 12, month = 1, volume = 15 }

@article{article, author = {YALMAN YUNUS, UYANIK TAYFUN, ATLI İBRAHİM, TAN ADNAN, BAYINDIR KAMİL ÇAĞATAY, KARAL ÖMER, GOLESTAN SAEED, GUERRERO JOSEP M.}, title = {Prediction of Voltage Sag Relative Location with Data-Driven Algorithms in Distribution Grid}, journal = {ENERGIES}, year = 2022, number = 18, month = 1, volume = 15 }

@article{article, author = {UYANIK TAYFUN}, title = {Ticari gemilerde operasyonel elektriksel gücün tahmininde makine öğrenmesi yaklaşımı: şaft jeneratörü güç tahmini uygulaması}, journal = {Akıllı Ulaşım Sistemleri ve Uygulamaları Dergisi}, year = 2021, number = 2, month = 11 }

@article{article, author = {UYANIK TAYFUN, KARATUĞ ÇAĞLAR, ARSLANOĞLU YASİN}, title = {Machine learning based visibility estimation to ensure safer navigation in strait of Istanbul}, journal = {Applied Ocean Research}, year = 2021, month = 7, volume = 112 }

@article{article, author = {UYANIK TAYFUN, KARATUĞ ÇAĞLAR, ARSLANOĞLU YASİN}, title = {Machine learning based visibility estimation to ensure safer navigation in strait of Istanbul}, journal = {APPLIED OCEAN RESEARCH}, year = 2021, month = 7, volume = 112 }

@inproceedings{inproceedings, author = {Yılmaz Onur, UYANIK TAYFUN, ARSLANOĞLU YASİN}, title = {Ship Energy Efficiency Analysing Approaches: A Case Study}, year = 2021, pages = {54-54}, month = 3 }

@inproceedings{inproceedings, author = {UYANIK TAYFUN, Yılmaz Onur, ARSLANOĞLU YASİN}, title = {A MACHINE LEARNING APPROACH FOR SOLAR POWER PLANT ELECTRICAL POWER ESTIMATION}, year = 2021, pages = {412-417}, month = 3 }

@inproceedings{inproceedings, author = {ELİDOLU GİZEM, UYANIK TAYFUN, KARABIYIK PINAR, ARSLANOĞLU YASİN}, title = {Hull cleaning effects on CO2 emissions: estimation with machine learning methods}, year = 2020, month = 10 }

@inproceedings{inproceedings, author = {ELİDOLU GİZEM, UYANIK TAYFUN, ARSLANOĞLU YASİN}, title = {Seafarer personnel selection with Fuzzy AHP}, year = 2020, month = 10 }

@inproceedings{inproceedings, author = {UYANIK TAYFUN, KARATUĞ ÇAĞLAR, ARSLANOĞLU YASİN}, title = {Ship electrical power estimation with machine learning}, year = 2020, month = 8 }

@inproceedings{inproceedings, author = {KARATUĞ ÇAĞLAR, UYANIK TAYFUN, ARSLANOĞLU YASİN}, title = {Data driven approach for estimation of marine vessel s fuel oil consumption}, year = 2020, month = 8 }

@article{article, author = {UYANIK TAYFUN,Karatug Caglar,ARSLANOĞLU YASİN}, title = {Machine learning approach to ship fuel consumption: A case of container vessel}, journal = {TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT}, year = 2020, number = 102389, pages = {1-14}, month = 6, volume = 84 }

@inproceedings{inproceedings, author = {UYANIK TAYFUN,ARSLANOĞLU YASİN,KALENDERLİ ÖZCAN}, title = {Ship Fuel Consumption Prediction with Machine Learning}, year = 2019, month = 4 }

@inproceedings{inproceedings, author = {ELİDOLU GİZEM,UYANIK TAYFUN,ARSLANOĞLU YASİN}, title = {Estimation of safe work behavior of seafarers using Artificial Neural Network}, year = 2019, month = 4 }

@inproceedings{inproceedings, author = {USLUER HASAN BORA,UYANIK TAYFUN,ARSLANOĞLU YASİN}, title = {Low Cost Sensor System Design for Lagrangian Drifter at Turkısh Straits}, year = 2018, number = 1, pages = {9}, month = 9, volume = 1 }

@inproceedings{inproceedings, author = {USLUER HASAN BORA,UYANIK TAYFUN,ARSLANOĞLU YASİN}, title = {A Sensor Application for Oceanographic Drifter}, year = 2018, pages = {8}, month = 9 }

@inproceedings{inproceedings, author = {UYANIK TAYFUN,ARSLANOĞLU YASİN,KALENDERLİ ÖZCAN}, title = {ENERGY OPTIMIZATION BY DETERMINING PID COEFFICIENTS BY GENETIC ALGORITHM IN MARINE DUAL FUEL ENGINE}, year = 2018, month = 4 }

@inproceedings{inproceedings, author = {UYANIK TAYFUN,ARSLANOĞLU YASİN,KALENDERLİ ÖZCAN}, title = {INVESTIGATION OF THE SHIPS LIGHTNING PROTECTION SYSTEMS}, year = 2018, month = 4 }

@inproceedings{inproceedings, author = {UYANIK TAYFUN,BİNGÖL OKAN}, title = {Genetic Algorithm With Ship Steering System pid Coefficients Optimization}, year = 2017, pages = {85}, month = 11 }

@inproceedings{inproceedings, author = {UYANIK TAYFUN,USLUER HASAN BORA,ARSLANOĞLU YASİN}, title = {Oceanographic Measurements in Istanbul Strait with New Type Buoy: Design and Performance at Sea}, year = 2017, month = 11 }

@inproceedings{inproceedings, author = {UYANIK TAYFUN,KARTAL ŞABAN EMRE,ARSLANOĞLU YASİN}, title = {Ship Fuel Consumption And Emission Amount Modelling And Minimization With Fuzzy Logic}, year = 2017, month = 5 }

@inproceedings{inproceedings, author = {UYANIK TAYFUN,ARSLANOĞLU YASİN,KALENDERLİ ÖZCAN}, title = {Analysis of Electromagnetic Field Levels in Ships}, year = 2017, month = 5 }