Artificial Intelligence based Medical Analysis of Brain (functional MRI)

In this article we discuss an article by ( Kuncheva et al) [1] named “Random Subspace Ensembles for fMRI Classification” in which Artificial Intelligence techniques such as SVM, Random Forests are combined with probabilistic modelling to predict efficiently the brain functioning based on MRI scans. This research ( Kuncheva et al) [1] talks about applicationContinue reading “Artificial Intelligence based Medical Analysis of Brain (functional MRI)”

Feature Selection Techniques using Evolutionary Algorithms

This article describes application of Evolutionary Algorithms to the task of Feature Selection. In particular the algorithms studies in this article are Particle Swarm Algorithm (PSO) and Genetic Algorithm (GA). The results are based on particular parameters used in experimentation. Here several parameters are analyzed for this problem on two datasets: Leukemia dataset (LIBSVM Data:Continue reading “Feature Selection Techniques using Evolutionary Algorithms”