Researches

Researches

Master's Thesis: Investigation of Epileptic Seizures by Analyzing EEG Data using Machine Learning Purposes: Identifying epileptic seizures focus Investigating the possibility of seizure prediction Abstract: ‎In this work‎, ‎first we introduce some concepts and tools to analyze electroencephalography (EEG) data and then we try to investigate two sets of EEG data using these methods‎. ‎First‎, ‎we compute correlation matrix using moving statistics for increments of...
Electronic Content Management System (eCMS) Electronic Content Management System (eCMS) is a research project which its important task is extraction metadata such as title, authors, ISBN, publisher, year, ... from ebook files (pdf, djvu, djv, epub, mobi, ...). ‎eCMS can extract metadata from ebook files and check them with LoC website for validity then stores these information in database in order to use by eLibrary. It also extracts...
this is  an image. Smart Bandwidth Manager (SBM) Isfahan University of Technology, IT Center, June 2008 – October 2009 SBM is a dynamic network Bandwidth Management software that smartly controls and manages bandwidth of a network of sub-centers based on predefiened priorities and limits of sub-centers and tries to keep total usage bandwidth on specific value. SBM works with Cisco Internetwork Operating System (Cisco IOS) wiki of Routers...

Projects

Facebook Networks Analysis Isfahan University of Technology, Physics Department, May 2014 In this project we analyze 8 Facebook networks. The data of these networks was generated by NetVizz app in Facebook and the analysis was performed by Gephi. We study the structure of these networks: Average Degree, Graph Density, Diameter, Average Path Pength, Number of Shortest Paths, Modularity, Number of Communities, Average Clustering Coef, Total Triangles, Degree distribution, Betweenness Centrality distribution, Closeness Centrality distribution, Eccentricity distribution, Visualization, Communities size distribution and Scale-Free behaviour. Networks Type: page like network, like network, personal friend network, group, This project was done as the final project of "Advanced Statistical Mechanics 2" course with Dr. Farhad Shahbazi at Isfahan University of Technology - Spring 2014 Software: Gephi, NetVizz (facebook app)   The peresentation is available in slideshare.com: http://www.slideshare.net/MojtabaKhodadadi/facebook-networks-analysis Facebook Networks Analysis from Mojtaba Khodadadi  
Electronic Library (eLibrary) Isfahan University of Technology, IT Center, January 2007 - December 2010 When I was Java developer in IT Center of Isfahan University of Technology, I was designing, Implementing and then developing an electronic library (named eLibrary) that is written in java language, object-oriented and web-based. eLibrary is based on J2EE, J2SE and Java technology such as Servlet, JSP, JDBC, Swing & JavaMail. eLibrary enables users to search the profiles (metadata such as title, authors, ISBN, publisher, year, ...) of several thousands ebooks and eventually view the specific ebook that they are looking for. Technically eLibrary consists of both desktop and web applications. In desktop part ''eBook Scanner'' is responsible for scanning specific hard drive to discover ebooks, reading their metadatas and storing them in database. In web part "eBook Search" and "eBook Treeview" enables users to search in metadata and subject (treeview display) respectively. Some other applications was designed for managing this system in both part desktop and web. eLibrary was designed for faculty members and students of university to focus on research and get ebooks in one click. eLibrary was sold to 2 university (Tafresh University and Islamic Azad University of Majlesi) ‎each payed 8000$. Programming languages: Java, Javascript Technologies: Servlet, JSP, JDBC, Swing, JavaMail, Ajax Database: MySQL