Her current research interests include image processing and analysis, feature extraction, machine learning, computer vision, and pattern recognition.
The software development process consists of three stages including requirements analysis, feature and interface design followed by app implementation.
In the text analysis, feature word extraction from a text corpus is a well-known method for obtaining the features from text in previously posted content.
In the next subsections we provide further details of the experimental setup we followed (preliminary data analysis, feature extraction, feature selection, and model building).
By use of a novel software package based on image analysis, feature extraction and machine learning algorithms, relevant characteristics describing patterns could be found out.
The proposed method for EEG abnormalities detection and classification, illustrated in Figure 4, includes three stages: monochannel or multichannel T-F analysis, feature selection and extraction, and final classification.
The snake has found wide acceptance and has proven extremely useful in the applications for medical analysis, feature tracking in the video sequences, three-dimensional object recognition [14], and stereo matching [15].
These databases were then further processed using the Discriminant Analysis Feature Extraction (DAFE) function (which is based on a canonical analysis procedure), and were then classified using the Fisher linear discriminant, and the ECHO spectral spatial classifiers.
In this paper we present a new method to improve rock classification using digital image analysis, feature selection based on mutual information and a voting process to take into account boundary information.
This paper presents the retrofit analysis feature of City Building Energy Saver (CityBES) to automatically generate and simulate UBEM using EnergyPlus based on cities' building datasets and user-selected ECMs.
