مقالات حوزه «Feature Selection»

A Survey on Feature Selection: Methods and Challenges

Feature selection is one of the most common preprocessing steps in data mining process and knowledge Engineering For this purpose, At first the dimen…

A New Model for Improving Medical Question Answering Systems Based on Ant Colony Algorithm

Using heuristic algorithms is a suitable approach for solving an optimization problem In this paper, an improved version of ant colony algorithm was…

Selecting Effective Properties in Classification Operations Using Cuckoo Search Algorithm (CSA)

Application of Support Vector Machines to Leak Detection of Pressurized Pipelines

This study aims at introducing a general framework for leak detection in pipelines by coupling machine learning to transient hydraulics For this purp…

Identification of plant species using image processing, machine learning and feature selection systems for optimal selection and increasing detection accuracy

Sea-ice discrimination using texture analysis with feature selection over Sentinel-1 images

This paper investigates sea ice discrimination using SAR images through the utilizationof GLCM Gray Level Co occurrence Matrix feature extraction cou…

An effective Feature Selection with Social MimicOptimization Algorithm

Hundreds of variables in data lead to data with veryhigh dimensions, allowing many feature selection methods to bedeveloped The purpose of feature se…

Road Car Accident Prediction by Using Machine Learning Techniques

Traffic accidents globally pose a significant public health crisis, resulting in loss of life, injuries, and substantial economic burdens Predictive…

Epileptic Seizure Classification Using Wavelet -Based Features and Evolutionary Feature Selection with Machine Learning Classifiers

Epilepsy is a chronic neurological disorder characterized by recurrent, unpredictable seizures and is commonly diagnosed through electroencephalogram…

Dimensionality Reduction based on UncertainGraph Model

Classification in machine learning is done bymany factors which called attributes The higher the numberof features, the more difficult it becomes to…