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A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images
Pneumonia is among the top diseases which cause most of the deaths all over the world. Expand
A Suite of Object Oriented Cognitive Complexity Metrics
We present a suite of cognitive complexity metrics that can be used to evaluate OO software projects using measurement theory and Weyuker’s properties. Expand
Automatic Extraction of Features and Generation of Feature Models from Java Programs
We present a framework for the automated derivation of feature models from the existing software artefacts, which includes a formal description of a feature model, a program-feature relation meta-model, and a method for feature model generation based on feature dependency extraction and clustering. Expand
Gamification Patterns for Gamification Applications
We extract gamification patterns from known gamified systems and describe them using Machinations modelling tool and the pattern description scheme. Expand
Meta-Programming and Model-Driven Meta-Program Development
Meta-Programming and Model-Driven Meta-Program Development: Principles, Processes and Techniques presents an overall analysis of meta-programming in the context of model-driven, feature-based and transformative approaches. Expand
Consumer-grade EEG devices: are they usable for control tasks?
We present the evaluation of two well-known, low-cost consumer-grade EEG devices: the Emotiv EPOC and the Neurosky MindWave. Expand
Fast DCT algorithms for EEG data compression in embedded systems
We consider the use of fast Discrete Cosine Transform (DCT) algorithms for lossy EEG data compression. Expand
COVID-19 image classification using deep features and fractional-order marine predators algorithm
We propose an improved hybrid classification approach for COVID-19 images by combining the strengths of CNNs (using a powerful architecture called Inception) to extract features and a swarm-based feature selection algorithm (Marine Predators Algorithm) to select the most relevant features. Expand
EEG Dataset Reduction and Feature Extraction Using Discrete Cosine Transform
We consider application of discrete cosine transform (DCT) on EEG signals. Expand
Recognition of American Sign Language Gestures ina Virtual Reality Using Leap Motion
We perform gesture recognition in a Virtual Reality (VR) environment using data produced by the Leap Motion device. Leap Motion generates a virtual three-dimensional (3D) hand model by recognizingExpand