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Saeid Asgari


Electrical and Computer Engineering Department
Islamic Azad University
 
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Saeid Asgari has received his MSc. from Electrical and Computer Engineering Department, Islamic Azad University, Isfahan, Iran under supervision of Dr. Mohsen Ashurian and Dr. Behzad Zamani in Mechatronics. He also has got his BSc. from Electrical & Computer Engineering Department of Islamic Azad University, Iran in Software Engineering under supervision of Dr. Zamani.

 

Postal Address:
Electrical and Computer Engineering Department,
Islamic Azad University,
Isfahan, Iran
Zip Code: 86315-111

Electronically
Tel: +98 0335 - 5452290
Fax: +98 0335 - 5452294
 
 
 Education
     

MSc, Mechatronics Engineering
Electrical and Computer Engineering Department, Islamic Azad University, 2011-2013.
Thesis Title: Diagnosis Improvement in CADx system of Breast Cancer via New Feature Reduction Method.
Supervisor: Mohsen Ashourian, Assosiate Professor of Electrical and Communication Engineering Department, Islamic Azad University, Isfahan, Iran.
Co-Supervisor: Behzad Zamani, Assistant Professor of Computer Engineering Department, Iran University of Science and Technology, Tehran, Iran.
     
BSc, Software Engineering
Computer Engineering Department, Islamic Azad University, Shahrekord, Iran, 2008-2010.
Thesis Title: Combination of Feature Transformation with Feature Selection and its Application to Pattern Classification
Supervisor: Behzad Zamani, Assistant Professor of Computer Engineering Department, Iran University of Science and Technology, Tehran, Iran.
   
 
 Publications (journals)
Nonlinear Feature Transformation and Genetic Feature Selection: Improving System Security and Decrease Computational Cost
Asgari S., Ansari M. R., Zamani B., and Mousavi S. A.
ETRI Journal, Vol. 34, Issue. 6, pp. 847-857, 2012.
Synthetic Feature Transformation with RBF Neural Network to Improve the Intrusion Detection System Accuracy and Decrease Computational Costs
Asgari S., Zamani B., Hatam A., and Bahraminejad B.
International Journal of Information and Network Security (IJINS), Vol. 1, Issue. 1, pp. 1-9, 2012.

Geometry Based Pectoral Muscle Segmentation from MLO Mammograms (Medical Physics, under revision, 2014),
Asgari S., Liu Y., Ashourian M, Miles B., Zamani B., and Hamarneh G.

Simultaneous Multi-objective Dimensionality Reduction Deep Auto-Encoder for Mammography Classification (under final revision for submission, 2014)
Asgari S., Kawahara J., Miles B., Zamani B., and Hamarneh G.
Improvement of Correlation based Feature Selection in Mammography Patches by Applying Adaptive Ant Colony Optimization (Under Review, Information Sciences, Elsevier)
Asgari S., Ashourian M. and Zamani B.
A Hybrid Wrapper Feature Selection: Improving Classification Accuracy (ETRI Journal, under review, 2014)
Asgari S., Zamani B., and Ashourian M.
 Publications (Conferences)
Feature Extraction from Mammographic Images Using Segmentation-based Fractal Texture Analysis
Asgari S., Ashourian M. and Zamani B, Mousavi S. A., and Bahraminjead B.
Second National conference on New Ideas in Electrical Engineering, Isfahan, Iran, 2013.

Breast Central Region Segmentation Using Maximum Inscribed Circle with Contour for diagnosis of Architectural Distortion
Asgari S., Ashourian M. and Zamani B, Mousavi S. A., and Bahraminjead B.
Second National conference on New Ideas in Electrical Engineering, Isfahan, Iran, 2013.

 Course Projects and Seminars
Survey of Medical Image Enhancement Methodologies
Asgari S.
Electrical and Computer Engineering Department, IAU Majlesi, Isfahan, Iran, 2013.

Review on Feature Extraction Methods in Medical Images
Asgari S.
Electrical and Computer Engineering Department, IAU Majlesi, Isfahan, Iran, 2013.

Comparing the Evolutionary Search Strategies
Asgari S.
Electrical and Computer Engineering Department, IAU Majlesi, Isfahan, Iran, 2013.

Combination of Neural Networks and Evolutionary Algorithms
Asgari S.
Electrical and Computer Engineering Department, IAU Majlesi, Isfahan, Iran, 2012.
 Research Interests
 Machine learning techniques for medical data
 Medical Image Analysis
 Soft Computing
 Feature Extraction, Feature Reduction, Feature Enhancement
 Evolutionary Multi-objective Optimization
 Awards and Honors
1st ranked in the M.Sc. graduates of the Mechatronics (GPA 19.44 out of 20); IAU Majlesi, Iran, 2013.
 Best researcher award among 6000 under graduate and graduate students in Islamic azad university, Iran, 2013.
 
 Work experience
Reaserch Assistant, Multimedia Network Lab., IAU, Sep. 2011 - Oct. 2014.
Reaserch Assistant, Computer Eng. Lab., IAU, Sep. 2008 - Oct. 2014.
 
 
 

© 2013 Saeid Asgari