نام و نام خانوادگی: محسن مشکی

        شماره شناسنامه: 3165         کد ملی: 3-999283-093

        دانشجوی دکترای مهندسی کامپیوتر گرایش هوش مصنوعی

        ایمیل: moshki@iust.ac.ir

 

 

 

مدرک زبان

·     نمره 60 آزمون MCHE

·     نمره 67 آزمون دانشگاه تهران

 

Education

 

Ph.D. (9/2009-now)             Computer Engineering (Artificial Intelligence & Robotic)

Computer Engineering Department, Iran University of Science &

Technology, Tehran, Iran. (http://www.iust.ac.ir)

                                          Advisor: Dr. P. Kabiri (peyman.kabiri@iust.ac.ir)

 

M.Sc. (9/2006-5/2009)         Computer Engineering (Artificial Intelligence & Robotic)

Computer Engineering Department, Iran University of Science &

Technology, Tehran, Iran. (http://www.iust.ac.ir)

                                          Thesis Title: “Extractive Multi Document Farsi Text Summarization”

                                          Advisor: Dr. M. Analoui (analoui@iust.ac.ir)

                                          GPA: 18.23

 

  B.Sc. (9/2002-6/2006)        Computer Engineering (Software)

                                             Payam Nour University, Mashhad, Iran. (http://www.pnu.ac.ir)

Thesis Title: “Handwritten Farsi Word Recognition”

                                          Advisor: M. Pour Mohaghegh

                                 GPA: 16.49

 

 

Publications

 

o       M. Moshki, N. Mozayani, "Scalable Method for Improving the Precision of Multi Class Neural Networks", 17th Iranian Conference on Electrical Engineering. Iran University of Science and Technology, Iran May 12-14 2009, (in Persian).

o       M. Moshki, N. Analoui, "Multi Document Farsi News Summarization for Generating Background-News Extracts", 17th Iranian Conference on Electrical Engineering. Iran University of Science and Technology, Iran May 12-14 2009, (in Persian).

o       S.S. Moosavi, D. Arab Khaburi, M.A. Sandid Zadeh, M. Moshki and S.H. Moosavi, "Unbalanced voltage diagnosis in 3-phase squirrel cage induction motor with neural network", 17th Iranian Conference on Electrical Engineering. Iran University of Science and Technology, Iran May 12-14 2009.

o       M. Moshki, M. Analoui, "Farsi Multi Document Summarization Using a Clustering Based Algorithm", The first National software engineering Conference, Azad University of Roudhen, (in Persian).

o      M. Moshki, "An Improved Method for Color Object Detection Using Spatial-Color Joint Probability Functions", The first National software engineering Conference, Azad University of Roudhen, (in Persian).

o       M. Moshki, M. Analoui, "Related Background News Retrieval For Generating News Background Summaries", The first National software engineering Conference, Azad University of Roudhen, (in Persian).

o       M. Nasiri, M. Moshki, M. Analoui and B Minaei-Bidgoli, "Reducing Classification Error by Adding Special Classifiers for Increasing Precision in High Error Regions", Second Iranian Conference on Data Mining, Amir Kabir University of Technology, Iran 12-13 Nov 2008 , (in Persian).

o      M. Moshki, M. Analoui, "Extracting Persian Words Cohesion Vectors in a Corpus of News", Second Iranian Conference on Data Mining, Amir Kabir University of Technology, Iran 12-13 Nov 2008 , (in Persian).

o       M. Moshki, M. Analoui, "A New Corpus Based Statistical Method for Splitting Jointed Words", Second Joint Congress on Fuzzy and Intelligent Systems, Malek-Ashtar University of Technology, Iran 28-30 Oct 2008, (in Persian).

o       H. Parvin, H. Alizadeh, M. Moshki, B. Minaei-Bidgoli and N. Mozayani, “Divide & Conquer Classification and Optimization by Genetic Algorithm”, International Conference on Convergence and hybrid Information Technology, ICCIT08, Nov. 11-13, 2008, Published by IEEE CS & Indexed by ISI, Busan, Korea.

o       M. Moshki, M. Fathi, "A Flexible Gray-Level Skeletonization Method for Extracting Skeleton from Low Resolution Binary Images", The 13th National CSI Computer Conference (CSICC08), Kish Island, Persian Gulf, Iran, Mar. 9-11, 2008, (in Persian).

o       M. Moshki, M. Fathi, "A New Method For Extracting Reconstructable Skeletons From Binary Images Using Distance Transform", 16th Iranian Conference on Electrical Engineering. Tarbiat Modares University, Iran May 13-15 2008, (in Persian).

o       M. Moshki, A. Torkaman Rahmani, "Optimizing Parameters that Effect Feature Extraction from Handwritten Farsi Digits Using Genetic Algorithms", First Joint Congress on Fuzzy and Intelligent Systems, Ferdowsi University of Mashhad, Iran 29-31 Aug 2007, (in Persian).

o      M. Analoui, M. Moshki, "Scalable Method for Improving the accuracy of Recognition Systems Using Pairwise Classifiers", First Joint Congress on Fuzzy and Intelligent Systems, Ferdowsi University of Mashhad, Iran 29-31 Aug 2007, (in Persian).

 

 

 


Research Interests

 

§         Natural Language Processing

o       Text Summarization (Single & Multi Document)

o       Information Retrieval

§         Machine Learning and Statistical Pattern Recognition

o        Classifier Ensemble

o        Clustering

§         Image Processing

o       Object Detection

o       Skeletonization

§         Soft Computing

o       Genetic Algorithms

o       Neural Network

 

 

 

Honors and Awards

 

§        2004, 2rd (Kavir Team) over 4 teams in Regional 2D Robotic Soccer Simulation Competitions, Azad University of Mashhad.

§        2005, 1rd over all students of Payam Nour Universities of Iran, 6th Universal Scientific Festival of Payam Nour University's students.

§        2006, Top %10 in class (B.Sc.), Payam Nour University of Mashhad.

§        2008, Graduated 2rd over 25 students in class (M.Sc.), Iran University of Science & Technology, Tehran.

 

 

 

Skills

§         Programming: C, C++, Pascal and C#

§         CAD: MATLAB

§         IDEA: Borland C++Builder, Borland Delphi ,Visual C++, Visual Studio .NET

§         OS: Win2k AS, Windows XP, Red Hat Linux

§         Database: SQL Server

§         Software Development Platforms: .NET

 

 

Teaching Experiences

 


(Fall 2008)       Advanced Programming 1, Sama University of Varamin, Varamin.

(Fall 2008)       Advanced Programming 2, Sama University of Varamin, Varamin.

(Spring 2009)   Algorithm Design, Payam Noor University of Mashhad.

(Spring 2009)   Information Storage and retrieval, Payam Noor University of Mashhad.

(Fall 2009)       Advanced Programming, Azad University of Damavand, Damavand.

(Fall 2009)       Information Storage and retrieval, Azad University of Varamin, Damavand.

(Fall 2009)       Information Storage and retrieval, Shariaty University of Tehran, Tehran.

(Fall 2009)       Simulation, Shariaty University of Tehran, Tehran.

(Spring 2010)   Artificial Intelligence, Shariaty University of Tehran, Tehran.

(Spring 2010)   Object Oriented Design, Shariaty University of Tehran, Tehran.

(Spring 2010)   Advanced Programming, Azad University of Damavand, Damavand.

(Fall 2010)       Advanced Programming, Allameh Naeeni University, Naeen.

(Fall 2010)       Simulation, Allameh Naeeni University, Naeen.

(Fall 2010)       Artificial Intelligence, Shariaty University of Tehran, Tehran.

(Fall 2010)       Object Oriented Design, Shariaty University of Tehran, Tehran.

(Spring 2011)   Simulation, Shariaty University of Tehran, Tehran.

(Spring 2011)   Artificial Intelligence, Shariaty University of Tehran, Tehran.