Maryam Amir Haeri

 

 

 MarymHaeri.png

 

 

Assistant Professor

 

Computer & Information Technology Engineering Department, AmirKabir University of Technology, Tehran, Iran

 

Tel: +98 21 64545108

Email: haeri@aut.ac.ir

 

 

 

 

Education

 

09/2009 – 08/2014     AmirKabir University of Technology

                              Ph.D. in Artificial Intelligence

                              Advisor: Dr. Mohammad Mehdi Ebadzadeh

Thesis Title: Statistical Genetic Programming for Solving Symbolic Regression Problems.

                        

09/2011–03/2012     ICAR-CNR (Institute for High Performance Computing of the Italian National Research Council), Rende, Italy

Ph.D. Visiting Student

Advisor: Dr. Gianluigi Folino

 

09/2007 – 08/2009     Sharif University of Technology M.Sc. in Information Technology

Advisor: Dr. Rasool Jalili

Thesis Title: Analyzing Alert Correlation in Intrusion Detection Systems

 

09/2003 – 08/2007     Sharif University of Technology

                              B.Sc. in Software Engineering

Advisor: Dr. Jafar Habibi

Thesis Title: Data Mining Using Adaptive Local Searches Based on Meta- Lamarckian Learning

 

Areas of Interest

 

·        Big Data Analytics

·        Complex Networks Analysis

·        Soft Computing

·        Machine Learning

·        Data Mining

  

     

 

Publications

Journal Papers

[1]      M. Amir Haeri, M. M. Ebadzadeh , and G. Folino, Improving GP Generalization: A Variance-Based Layered Learning Approach, Journal of Genetic Programming and Evolvable Machines, Vol. 16, No. 1, pages 27-55, Springer International Publishing, 2014.

[2]      M. Amir Haeri and M. M. Ebadzadeh, Estimation of Mutual Information by the Fuzzy Histogram, Journal of Fuzzy Optimization and Decision Making, Vol. 13, No. 3, pages 287–318. Springer International Publishing, 2014.

[3]      H. Farhadi, M. Amir Haeri, and M. Khansari, Alert Correlation and Prediction Using Data Mining and HMM, ISC International Journal of Information Security (ISeCure Journal), Vol. 3, No. 2, 2011.

 

Book Chapters

 

[1]     M. Amir Haeri, M. M. Ebadzadeh, and G. Folino. Statistical Genetic Programming: The Role of Diversity. In V. Snel, P. Krmer, M. Kppen, and G. Schaefer, editors, Soft Computing in Industrial Applications, volume 223 of Advances in Intelligent Systems and Computing, pages 37–48. Springer International Publishing, 2014.

 

Conference Papers

 

[1] A. Khoshkbarchi,  A. Kamali, M. Amjadi, and M. Amir Haeri , An Improved Hybrid Algorithm for Fuzzy Clustering in Big Data, in Proceedings of 8th International Symposium on Telecommunications (IST2016), 2016.

[2] M. Elyasi,  M. Meybodi, A. Rezvanian, and M. Amir Haeri , A Fast Algorithm for Overlapping Community Detection, in Proceedings of The Eighth International Conference on Information and Knowledge Technology (IKT2016), 2016.

 

[3]     M. Amir Haeri, and R. Jalili, RTEAS: A Real Time Algorithm for Extracting Attack Scenarios from Intrusion Alert Stream, in Proceedings of the 6th International ISC Conference on Information Security & Cryptology, 2009.

[4]      M. S. Dousti, M. Amir Haeri, and R. Jalili, Privacy-Preserving Single-Layer Perceptron, in Proceedings of the 6th International ISC Conference on Information Security & Cryptology, 2009.

 

[5]      P. Bahreini, M. Amir Haeri, and R. Jalili, A Probabilistic Approach to Intrusion Alert Correlation, in Proceedings of the 5th International ISC Conference on Information Security & Cryptology, 2008.

 

[6]      M. Amir Haeri, Z. Ahmadi, J. Habibi, and M. Saniee Abadeh, Classification of Network Intrusions Using Adaptive Local Searches Based on Meta-Lamarckian Learning, in Proceedings of the 1st International eCity Conference, 2008. (In Persian)

 

 

 

Teaching

 

Fall 2015 & Spring 2015 Fall2016

Big Data Analytics— Teaching graduate course, CEIT department of AmirKabir University of Technology.

 

Spring 2016 &  Spring  2017

Complex Networks Algorithms— Teaching graduate course, CEIT department of AmirKabir University of Technology.

 

 

 

Fall 2015 & Fall 2016

Fuzzy Sets and Systems— Teaching graduate course, CEIT department of AmirKabir University of Technology.

 

Spring 2016 &  Spring  2017

Probability and Statistics for Engineering- Teaching under graduate course, CEIT department of AmirKabir University of Technology.

 

Fall 2015 & Fall 2016

Principles of Database Design—Teaching under graduate course, CEIT department of AmirKabir University of Technology.

 

 

 

 

Awards and Honors

 

Spring 2011

Ranked #2 based on GPA, in AI Ph.D. students of CEIT Department of AmirKabir University of Technology.

 

Spring 2009

Ranked #3 based on GPA, in M.Sc. students of CE Department of Sharif University of Technology.

 

Spring 2007

Accepted for M.Sc. as a talented student without entrance exam, Department of Computer Engineering, Sharif University of Technology.

 

Spring 2007

One of the Top Ten students in Cumulative GPA among about 120 students of the Department of Computer Engineering, Sharif University of Technology

 

Summer 2003

 

Ranked #192  in the National University Entrance Exam among 500,000 students.