17 citations · 39 across the 10 of their papers we have counts for
4 papers · 1 filter
Applying Nature-Inspired Optimization Algorithms for Selecting Important Timestamps to Reduce Time Series Dimensionality
Muhammad Marwan Muhammad Fuad
Time series data account for a major part of data supply available today. Time series mining handles several tasks such as classification, clustering, query-by-content, prediction,…
Towards Normalizing the Edit Distance Using a Genetic Algorithms Based Scheme
Muhammad Marwan Muhammad Fuad
The normalized edit distance is one of the distances derived from the edit distance. It is useful in some applications because it takes into account the lengths of the two strings…
Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation
Muhammad Marwan Muhammad Fuad
Bio-inspired optimization algorithms have been gaining more popularity recently. One of the most important of these algorithms is particle swarm optimization (PSO). PSO is based on…
ABC-SG: A New Artificial Bee Colony Algorithm-Based Distance of Sequential Data Using Sigma Grams
Muhammad Marwan Muhammad Fuad
The problem of similarity search is one of the main problems in computer science. This problem has many applications in text-retrieval, web search, computational biology, bioinform…