Browsing M.S. Theses by Subject "Time series analysis."

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Anomaly detection in time series

Poyraz, Onur. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2019., 2019.)

Anomaly detection (AD) is the discovery of the observations which does not con form with the rest of the observations. The types of anomalies and their occurrences that exist in the data set are tried to be determined. On ...
Probabilistic discriminative region descriptor for time series classification

İşiaçık, Pınar Süngü. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2022., 2022)

Detecting discriminivative regions is a recent promising concept in many differ ent domains for various dataset types such as image, text and time series. In time series domain, time series might be large and high dimensional ...
Statistical time series analysis methods with applications to portfolio management

Kındap, Yaman. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2020., 2020.)

In many domains of science and engineering, such as signal processing, bioinfor matics and computational finance, sequential data modelling and analysis is essential for various tasks including clustering, anomaly detection ...

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