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Proposing a model for precision management supervised with machine learning in livestock management
(Kadir Has Üniversitesi, 2021)
The global demand for meat is predicted to rise by 40% in the next 15 years, owing to an increase in the number of people adopting protein-richer diets, and technology solutions in agricultural and livestock production ...
Makine öğrenmesi ile çok terimli hisse senedi yönlü tahmini; BIST100 örneği
(Kadir Has Üniversitesi, 2021)
In this study, a study was conducted to predict the direction of medium-term stocks. Pegasus stock from the transportation sector and Işbank stock from the banking sector are the stocks used in the study with the latest ...
Smart methods in electrical distribution systems: Minimization of voltage deviations
(Kadir Has Üniversitesi, 2021)
Mevcut elektrik dağıtım sistemlerini, günümüzde artan enerji ihtiyacı doğrultusunda daha verimli hale getirmek amacıyla akıllı dağıtım sistemleri kavramı ortaya çıkmıştır. Bu tezde, elektrik dağıtım sistemlerinde voltage ...
Improving the quality of recommender systems in e-commerce platforms
(Kadir Has Üniversitesi, 2021)
Especially Covid-19 pandemic process, which has taken the world by storm, has shed a clear light on the place of e-commerce, which is already increasing its influence with the globalizing world, in the future world of ...
Random capsule network (CAPSNET) forest model for imbalanced malware type classification task
(Kadir Has Üniversitesi, 2021)
Behavior of malware varies depending the malware types, which affect the strategies of the system protection software. Many malware classification models, empowered by machine and/or deep learning, achieve superior accuracy ...
Audio detection using machine learning & transfer learning models
(Kadir Has Üniversitesi, 2021)
In this paper, using datasets ESC-50 & ESC-10 of environmental sounds, machine learning algorithms, and feature extraction methods are used to develop recognition performance. K-NN, SVM, Random Forest are used for comparing ...