17 citations · 39 across the 10 of their papers we have counts for
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Fast Classification of Large Time Series Datasets
Muhammad Marwan Muhammad Fuad
Time series classification (TSC) is the most import task in time series mining as it has several applications in medicine, meteorology, finance cyber security, and many others. Wit…
TSAX is Trending
Muhammad Marwan Muhammad Fuad
Time series mining is an important branch of data mining, as time series data is ubiquitous and has many applications in several domains. The main task in time series mining is cla…
Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification
Muhammad Marwan Muhammad Fuad
Time series classification is an important problem in data mining with several applications in different domains. Because time series data are usually high dimensional, dimensional…
Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information
Muhammad Marwan Muhammad Fuad
The Symbolic Aggregate approXimation (SAX) is a very popular symbolic dimensionality reduction technique of time series data, as it has several advantages over other dimensionality…