Yazar "Aydın, Fatih" için listeleme
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Boundary-aware local density-based outlier detection
Aydın, Fatih (Elsevier Inc., 2023)Outlier detection is crucial for improving the performance of machine learning algorithms and is particularly vital in data sets possessing a small number of points. While the existing outlier detection methods deliver ... -
A class-driven approach to dimension embedding
Aydın, Fatih (Pergamon-Elsevier Science Ltd, 2022)The preservation of the inbuilt structures of data sets and the more decomposition of the classes are a significant interest in dimension embedding. In this respect, the dimensionality reduction methods use novel techniques ... -
A new instance selection method for enlarging margins between classes
Aydın, Fatih (2022)As discarding superfluous instances in data sets shortens the learning process, it also increases learning performance because of eliminating noisy data. Instance selection methods are commonly utilized to undertake the ... -
Recognizing Parkinson's disease gait patterns by vibes algorithm and Hilbert-Huang transform
Aydın, Fatih; Aslan, Zafer (Elsevier - Division Reed Elsevier India PVT LTD, 2021)Parkinson's disease (PD) is the second most common neurodegenerative disorder all over the world. There are resting tremor, bradykinesia, and rarely dystonia, all of which are motor symptoms, among the manifestations of ... -
Sezgisel yaklaşımla web tabanlı zaman çizelgeleme yazılımının geliştirilmesi
Altınkurt, Devrim (Balıkesir Üniversitesi Fen Bilimleri Enstitüsü, 2024)Millî Eğitim Bakanlığı'na bağlı okullarda ve üniversitelerde haftalık ders programları oluşturmak uzun bir planlama ve hazırlık gerektirir. Ders programı çizelgeleme problemi (DPÇP), sınıfların, derslerin ve bu derslerden ... -
Unsupervised instance selection via conjectural hyperrectangles
Aydın, Fatih (Springer London Ltd, 2022)Machine learning algorithms spend a lot of time processing data because they are not fast enough to commit huge data sets. Instance selection algorithms especially aim to tackle this trouble. However, even instance selection ...
