Complex tasks with a visually rich and dynamic component, like classifying locomotion patterns in moving, colorful fish, require the acquisition not only of conceptual but also of perceptual skills. In a previous study expertise differences were examined on a performance and process level by means of eye tracking and verbal protocols. It revealed that experts attended more to relevant aspects o...

This study performed a deep learning-based classification of chaotic systems over their phase portraits. To the best authors' knowledge, such studies portraits have not been conducted in literature. that end, dataset consisting most known two systems, namely Lorenz and Chen, is generated for different values parameters, initial conditions, step size, time length. Then, with high accuracy carrie...

introduction: cardiovascular diseases are important factors at human death and factor destroys human resources. health intervention is a service for developing of health and diagnoses or modifies of process diseases. it is necessary that every country regarding to its goals, laws national, interests and standards, considers establishing such a system. a comparison of cardiovascular disease clas...

recently, tuning the weights of the rules in fuzzy rule-base classification systems is researched in order to improve the accuracy of classification. in this paper, a margin-based optimization model, inspired by support vector machine classifiers, is proposed to compute these fuzzy rule weights. this approach not only  considers both accuracy and generalization criteria in a single objective fu...