Yazar "Aylak, Batin Latif" için listeleme
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Application of machine learning methods for pallet loading problem
Aylak, Batin Latif; İnce, Murat; Oral, Okan; Almasarwah, Najat; Singh, Manjeet; Salah, Bashir; Süer, Gursel (MDPI-Multidisciplinary Digital Publishing Institute, 2021)Because of continuous competition in the corporate industrial sector, numerous companies are always looking for strategies to ensure timely product delivery to survive against their competitors. For this reason, logistics ... -
Artificial intelligence and machine learning applications in agricultural supply chain: a critical commentary
Aylak, Batin Latif (Fresenius Environmental Bulletin, 2021)Integration of AI and ML technologies in the agricultural supply chain (ASC) is revolutionalizing, the domain by bringing in robust monitoring and prediction as well as quick decision-making abilities. A comprehensive ... -
Data-driven interpretable ensemble learning methods for the prediction of wind turbine power incorporating SHAP analysis
Çakıroğlu, Celal; Demir, Sercan; Özdemir, Mehmet Hakan; Aylak, Batin Latif; Sariisik, Gencay; Abualigah, Laith (Elsevier, 2023)Wind energy increasingly attracts investment from many countries as a clean and renewable energy source. Since wind energy investment cost is high, the efficiency of a potential wind power plant should be determined ... -
Investigation of blockchain technology integration within food supply chain management
Taş, Mehmet Ali; Aylak, Batin Latif (American Society for Testing and Materials, 2022)Blockchain technologies (BT) began to be used in many areas because of the many advantages they offer. In this respect, BT applications take place in different types of supply chains. One of the areas where blockchain is ... -
Using blockchain technology to drive operational excellence in perishable food supply chains during outbreaks
Kayıkçı, Yaşanur; Uşar, Damla Durak; Aylak, Batin Latif (Emerald Group Publishing, 2021)Purpose This paper aims to explore the potential of blockchain technology (BT) to support the operational excellence in perishable food supply chain (PFSC) during outbreaks, by doing use-case analysis. Design/methodology/approach ...
