2 papers
cs.LG2021
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…
cs.AI2014
One-Step or Two-Step Optimization and the Overfitting Phenomenon: A Case Study on Time Series Classification
Muhammad Marwan Muhammad Fuad
For the last few decades, optimization has been developing at a fast rate. Bio-inspired optimization algorithms are metaheuristics inspired by nature. These algorithms have been ap…