Fundamentals of Data Mining

Abstract

Data mining is a process of discovering patterns in large data sets involving methods at the intersection of machine learning, statistics, and database systems. Data mining is an interdisciplinary subfield of computer science and statistics with an overall goal to extract information (with intelligent methods) from a data set and transform the information into a comprehensible structure for further use. Data mining is the analysis step of the ‘knowledge discovery in databases’ process, or KDD. Aside from the raw analysis step, it also involves database and data management aspects, data pre-processing, model and inference considerations, interestingness metrics, complexity considerations, post-processing of discovered structures, visualization, and online updating.

Date
Oct 7, 2017 12:00 AM — Dec 5, 2017 12:00 AM
Location
University of Isfahan
Ali Miramirkhani
Ali Miramirkhani
Research Assistant

My research interests include image processing, computer vision and machine learning.