37 citations · 49 across the 5 of their papers we have counts for
7 papers
Fixed Point Theory: A Review
Firuz Kamalov, Ho Hon Leung
Fixed points represent equilibrium states, stability, and solutions to a range of problems. It has been an active field of research. In this paper, we provide an overview of the ma…
Numerical computing in engineering mathematics
Firuz Kamalov, Ho-Hon Leung
The rapid advances in technology over the last decade have significantly altered the nature of engineering knowledge and skills required in the modern industries. In response to th…
Kernel density estimation-based sampling for neural network classification
Firuz Kamalov, Ashraf Elnagar
Imbalanced data occurs in a wide range of scenarios. The skewed distribution of the target variable elicits bias in machine learning algorithms. One of the popular methods to comba…
Orthogonal variance-based feature selection for intrusion detection systems
Firuz Kamalov, Sherif Moussa, Ziad El Khatib +1
In this paper, we apply a fusion machine learning method to construct an automatic intrusion detection system. Concretely, we employ the orthogonal variance decomposition technique…
Feature selection for intrusion detection systems
Firuz Kamalov, Sherif Moussa, Rita Zgheib +1
In this paper, we analyze existing feature selection methods to identify the key elements of network traffic data that allow intrusion detection. In addition, we propose a new feat…
Forecasting significant stock price changes using neural networks
Firuz Kamalov
Stock price prediction is a rich research topic that has attracted interest from various areas of science. The recent success of machine learning in speech and image recognition ha…