Educational History

Publications

Journals

1.      M. Saniee, J. Habibi, "A Hybridization of Evolutionary Fuzzy Systems and Ant Colony Optimization for Intrusion Detection", ISC International Journal of Information Security, January 2010.

2.      M. Saniee, J. Habibi and E. Soroush, "Induction of Fuzzy Classification Systems via Evolutionary ACO-Based Algorithms", International Journal of Simulation Systems, Science & Technology, Vol. 9, No. 3, September 2008.

3.      H. Mohamadi, J. Habibi, M. Saniee, “Data Mining with a Simulated Annealing based Fuzzy Classification System”, Pattern Recognition, Elsevier Science, Volume 41, Issue 5, pp. 1841-1850, May 2008.

4.      M. Saniee, J. Habibi, Z. Barzegar, M. Sergi, “A Parallel Genetic Local Search Algorithm for Intrusion Detection in Computer Networks”, International Scientific Journal Engineering Applications of Artificial Intelligence, Elsevier Science, Volume 20, Issue 8, Pages 1058-1069, December 2007.

5.      M. Saniee, J. Habibi, C. Lucas, “Intrusion Detection Using a Fuzzy Genetics-Based Learning Algorithm”, Journal of Network and Computer Applications, Elsevier Science, Volume 30, Issue 1, Pages 414-428, January 2007.

6.      M. Fathi-Ganji, M. Saniee, "A Fuzzy Classification System based on Ant Colony Optimization for Diabetes Disease Diagnosis", Submitted to Expert Systems with Applications, Elsevier Science, April 2010.

7.      M. Saniee, M. Abdechiri, H. Bahrami, “Multimodal Function Optimization Using Imperialist Competitive Algorithm with Adaptive Radius of Colonies Movement”, Submitted to International Scientific Journal Engineering Applications of Artificial Intelligence, Elsevier Science, July 2010.

8.      M. Fathi-Ganji, M. Saniee, "Averaging in Fuzzy Rule-Based Systems for Medical Diagnosis Using Ant Colony Optimization", Submitted to Pattern Recognition, Elsevier Science, August 2010.

9.      H. Mohamadi, M. Saniee, J. Habibi, “A Simulated Annealing based Fuzzy System for Intrusion Detection in Computer Networks”, Submitted to Journal of Computer Science and Technology, Springer, September 2010.

10.  M. Saniee, “An Evolutionary-Swarm Based Fuzzy Knowledge Discovery A Case Study of Intrusion Detection”, Submitted to Journal of Intelligent and Fuzzy Systems, September 2010.

11.  M. H. Zangooei, J. Salimi Sartakhti, M. Saniee, “Intrusion Detection Using CVSVM Based on Hierarchical Grid Search”, Submitted to Expert Systems with Applications, Elsevier Science, October 2010.

12.  M. Fathi-Ganji, M. Saniee, "Medical Knowledge Discovery Using a Fuzzy Swarm Annealing System", Submitted to Information Sciences, Elsevier Science, November 2010.

13.  E. Kamalloo, M. Saniee, "Credit Risk Prediction Using Fuzzy Immune Learning", Submitted to Information Sciences, Elsevier Science, November 2010.

 Conferences

 1.      S. Tavassoli, M. Saniee, "An Efficient Method for Improvement of Cancer Classification Integrated Algorithm", In Proceedings of the 5^th IEEE International Conference on Information and Automation for Sustainability (ICIAfS), Colombo, Sri Lanka, December 2010.

2.      M. Fathi-Ganji, M. Saniee, M. Hedayati, N. Bakhtiari, "Fuzzy Classifcation of Imbalanced Data Sets to Medical Diagnosis", 17th Iranian Conference on Biomedical Engineering (ICBME2010), Isfahan, Iran, 3-4 November, 2010.

3.      M. Fathi-Ganji, M. Saniee, "Rule Based Classification System for Medical Data Mining Using  Fuzzy Ant Colony Optimization", The World Congress on Engineering and Computer Science 2010 (WCECS2010), San Francisco, USA, 20-22 October, 2010.

4.      M. Fathi-Ganji, M. Saniee, "Parallel Fuzzy Rule Learning Using an ACO-Based Algorithm for Medical Data Mining", International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2010) Changsha, China, September 23 - 26, 2010.

5.      E. Kamalloo, M. Saniee, "An Artificial Immune System for Extracting Fuzzy Rules in Credit Scoring", IEEE World Congress on Computation Intelligence, Barcelona, Spain, July 18-23, 2010.

6.      M. Fathi-Ganji, M. Saniee, "Using fuzzy Ant Colony Optimization for diagnosis of diabetes disease", 18th Iranian Conference on Electrical Engineering (ICEE2010), Isfahan, Iran, May 11-13, 2010.

7.      E. Kamalloo, M. Saniee, "Comprehensible Credit Scoring with Fuzzy Artificial Immune System", 18th Iranian Conference on Electrical Engineering (ICEE2010), Isfahan, Iran, May 11-13, 2010.

8.      M. Abdechiri, M. Saniee, H. Bahrami, "Imperialist Competitive Algorithm with Adaptive Radius of Colonies movement", 18th Iranian Conference on Electrical Engineering (ICEE2010), Isfahan, Iran, May 11-13, 2010.

9.      M. Fathi-Ganji, M. Saniee, "An Intelligence Fuzzy classifiaction System for Diabetes disease detection", 10th Iranian Conference on Fuzzy Systems, Tehran, Iran, July 13-15, 2010.

10.  A. Foroughifar, M. Saniee, M. Baran Pouyan,“Misuse Detection via a Novel Hybrid System”, UKSim 3rd European  Symposium on Computer Modelling and Simulation, Athens, Greece, November 25 – 27, 2009.

11.  M. Baran Pouyan, M. Saniee, H. Modammadi, A. Foroughifar, "A Novel Fuzzy Genetic Annealing Classification Approach”, UKSim 3rd European  Symposium on Computer Modelling and Simulation, Athens, Greece, November 25 – 27, 2009.

12.  H. Mohamadi, J. Habibi, M. Saniee, “Misuse Intrusion Detection using a Fuzzy-Metaheuristic Approach”, Second Asia International Conference on Modelling & Simulation AMS2008 Asia Modelling Symposium, Kuala Lumpur ,Malaysia, May 13 – 15, 2008.

13.  M. Saniee, J. Habibi, M. Daneshi, M. Jalali, M. Khezrzadeh, “Intrusion Detection Using a Hybridization of Evolutionary Fuzzy Systems and Artificial Immune Systems”, IEEE Congress on Evolutionary Computation (CEC), Swissôtel The Stamford, Singapore, September 25-28, 2007.

14.  M. Saniee, J. Habibi, “Computer Intrusion Detection Using an Iterative Fuzzy Rule Learning Approach”, IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2007 in London, UK,  July 23-26, 2007.

15.  H. Mohamadi, J. Habibi, M. Saniee, H. Saadi, “Intrusion Detection in Computer Networks using Simulated Annealing”, 13th Annual Computer Society of Iran Computer Conference, Sharif University of Technology, Kish, Iran, March 9-11, 2008.

16.  M. Saniee, Jafar Habibi, Emad Soroush, “Induction of Fuzzy Classification Systems Using Evolutionary ACO-Based Algorithms”, First Asia International Conference on Modelling & Simulation AMS2007 Asia Modelling Symposium, Phuket, Thailand, March 27-30, 2007.

17.  H. Mohammadi, J. Habibi, M. Saniee, H. Saadi, “Extracting fuzzy rules using Simulated Annealing based fuzzy classifier”, 12th Annual Computer Society of Iran Computer Conference, Shahid Beheshti University, Tehran, Iran, February 20-22, 2007.

18.  M. Saniee, J. Habibi, Z. Barzegar, M. Sergi, “A Parallel Genetic Local Search Algorithm for Computer Intrusion Detection”, 12th Annual Computer Society of Iran Computer Conference, Shahid Beheshti University, Tehran, Iran, February 20-22, 2007.

19.  M. Saniee, J. Habibi, S. Aliari, “Using a Particle Swarm Optimization Approach for Evolutionary Fuzzy Rule Learning: A Case Study of Intrusion Detection”, Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), Paris, France, July 2-7, 2006.

20.  S. V. Jazayeri, J. Habibi, M. Saniee, P. Pirzadeh, “Network Intrusion Rule Extraction Using a Hybridization of Michigan and Pittsburgh Approaches”, 11th Annual Computer Society of Iran Computer Conference, School of Computer Science, Institute for studies in Theorical Physics and Mathematics (IPM), Tehran, Iran, January 24-26, 2006.

21.  A. Ranjbar, J. Habibi, M. Saniee, A. Hamidi, “Network Intrusion Detection Using a Boosting Evolutionary Fuzzy Algorithm”, 11th Annual Computer Society of Iran Computer Conference, School of Computer Science, Institute for studies in Theorical Physics and Mathematics (IPM), Tehran, Iran, January 24-26, 2006.

22.  E. Soroush, J. Habibi, M. Saniee, “  Intrusion Detection Using a Boosting Ant-Colony-Based Data Miner”, 11th Annual Computer Society of Iran Computer Conference, School of Computer Science, Institute for studies in Theorical Physics and Mathematics (IPM), Tehran, Iran, 24-26 January 2006.

23.  M. Saniee, J. Habibi, C. Lucas, “Designing a Compact Fuzzy Classification System Using a Genetics-Based Learning Algorithm”, 10th Annual Computer Society of Iran Computer Conference, Iran Telecommunication Research Center, Tehran, Iran, February 15-17, 2005.

24.  M. Saniee, G.R. Ghasemsani, J. Habibi, “Accelerating Partial Order Planners Using a Fuzzy Genetics-Based Leaning Algorithm”, 10th Annual Computer Society of Iran Computer Conference, Iran Telecommunication Research Center, Tehran, Iran, February 15-17, 2005.

25.  M. Saniee, M. Jamzad, J.Habibi, "A Real-Time and Robust Algorithm for Calculation of Time to Lane Crossing", IAV2004 5th IFAC/EURON Symposium on Intelligent Autonomous Vehicles Instituto Superior Técnico, Lisboa, Portugal July 5-7, 2004.

26.  M. Saniee, J.Habibi, "A Fuzzy Ranking Method for Automated Highway Driving", IEEE Intelligent Vehicles Symposium, Parma, Italy, June 14-17, 2004.

27.  M. Saniee, M. Jamzad, J. Habibi, “A Real-Time Collision Warning System Based on TLC Computation”, Ninth Annual Computer Society of  Iran Conference, Department of Computer Engineering, Sharif University of Technology Tehran, Iran, February 17-19, 2004.

28.  M. Saniee, S.H. Davarpanah, J. Habibi, “Designing and Developing an Adaptive Expert System for Fault Detection and Diagnosis”, Ninth Annual Computer Society of  Iran Conference, Department of Computer Engineering, Sharif University of Technology Tehran, Iran, February 17-19, 2004.

29.  S.H. Mousavi, A. Bahrami, M. Saniee, A. Varahram, J. Habibi, H. Hosseyniyan, “Prediction of mechanical property of forjed stainless steel Din 1.4962 using Artificial Neural Networks”, Steel Sympoosium 82, Steel and Mineral Materials, Bafgh, Yazd, Iran, February 17-18, 2004.

30.  M. Saniee, J. Habibi, M. Fathi, A. Rahmani, “Using A Fuzzy Ranking Method for an Adaptive Cruise Control System”, 5th Conference on Intelligent Systems, Mashhad, Iran, October 14-16, 2003.

31.  M. Saniee, J. Habibi, M. Fathi, A. Rahmani, “Automated Highway Driving System Using Fuzzy Logic”, 5th Conference on Intelligent Systems, Mashhad, Iran, October 14-16, 2003.

32.  M. Saniee, M. Fathi, A. Rahmani, “A Novel Fuzzy Guidance System For Automated Highway Driving“, International Conference on Artificial Intelligence (IC-AI'03), Monte Carlo Resort, Las Vegas, Nevada, USA, June 23 - 26, 2003.

33.  M. Saniee, M. Fathi, A. Rahmani, “Developing a Novel Adaptive Cruise Control System Using Fuzzy Logic“, International Conference on Artificial Intelligence (IC-AI'03), Monte Carlo Resort, Las Vegas, Nevada, USA, June 23 - 26, 2003.

34.  S. H. Davarpanah, M. Saniee, M. R. Kangavari, “A Novel Method for Fault Detection in Industrial Systems Using an Adaptive Expert System", First Mechatronic Conference, ICME, Qazvin, Iran (In Persian), May 27-28, 2003.

Technical Reports

1.   M. Saniee, J. Habibi, “Intrusion Detection System for Computer Networks”, SBDC, Sharif University of Technology, June, 2006.

Review of Journals and Conferences

1.   Journal of Neurocomputing, Elsevier Scince, 2008.

2.   Information Sciences Elsevier Scince, 2008.

3.   International Journal of Network Security, 2008.

4.   Computer Society of Iran Journal on Computer Science & Engineering, 2008

5.   Second Asia International Conference on Modelling & Simulation AMS2008 Asia Modelling Symposium, Kuala Lumpur , Malaysia, May 13 – 15, 2008.

6.   13th Annual Computer Society of Iran Computer Conference, Sharif University of Technology, Kish, Iran, March 9-11, 2008.

7.   12th Annual Computer Society of Iran Computer Conference, Shahid Beheshti University, Tehran, Iran, February 20-22, 2007.

8.   11th Annual Computer Society of Iran Computer Conference, School of Computer Science, Institute for studies in Theorical Physics and Mathematics (IPM), Tehran, Iran, January 24-26, 2006.

Honors

1        Selection of “Intrusion Detection Using a Fuzzy Genetics-Based Learning Algorithm” journal paper in TOP25 Hottest Articles list within the Journal of Network and Computer Applications (paper #4) in December 2006.

2        Travel grant award of top students in Sharif University of Technology for presenting paper at International IPMU conference at Paris/France in July 2006.

3        Top PhD students’ scholarship award of outstanding talents in Sharif University of Technology in 2004, 2005, 2006 and 2007 (Total average was 18.57).

4        First rank student in M.S. degree at Department of Computer Engineering in Iran University of Science and Technology. (Total average was 17.61), March 2003.

5        Certificate of Achievement of ACM programming contest 2000 in Sharif University of Technology (15^th team out of 82 teams), Fall 2000.

Teaching Experiences

1        Data Mining in Department of Electrical and Computer Engineering at Tarbiat Modares University Since Winter 2010. (Master of Science Course)

2        Advanced Database in Department of Electrical and Computer Engineering at Tarbiat Modares University Since Spring 2009, Winter and Spring 2010. (Master of Science Course)

3        Data Mining in Department of Electrical, Computer and IT Engineering at Qazvin Islamic Azad University from Winter 2008 to Spring 2010. (Master of Science Course)

4        Expert Systems in Department of Electrical, Computer and IT Engineering at Qazvin Islamic Azad University from Winter 2008 to Spring 2010. (Master of Science Course)

5        Evolutionary Computation in Department of Electrical, Computer and IT Engineering at Qazvin Islamic Azad University from Winter 2008 to Spring 2010. (Master of Science Course)

6        Project Management in Department of Computer Engineering at Sharif University of Technology in Spring 2008.

7        System Analysis and Design in Department of Computer Engineering at Kish International University in Spring 2008.

8        Fundamentals of Programming in Department of Computer Engineering at Kish International University in Spring 2008.

9        System Analysis and Design course teaching assistantship in Department of Computer Engineering at Sharif University of Technology in Spring 2007.

10    Artificial Intelligence and Technical and Scientific Presentation courses at Kashan University in Spring 2007.

11    System Analysis and Design course teaching assistantship in Department of Computer Engineering at Sharif University of Technology in Fall 2006.

12    System Analysis and Design course teaching assistantship in Department of Computer Engineering at Sharif University of Technology in Fall 2005.

13    Teacher Assistant of Decision Support Systems of MS degree at Sharif University of Technology in Fall 2005.

14    Expert System and Technical and Scientific Presentation courses at Kashan University in Fall 2005.

15    System Analysis and Design course teaching assistantship at Department of Computer Engineering at Sharif University of Technology in Spring 2005.

16    Teacher Assistant of Decision Support Systems of MS degree at Sharif University of Technology in Fall 2004.

17    Artificial Intelligence and Expert System courses at Kashan University in Fall 2004.

18    Technical and Scientific Presentation Course at Department of Computer Engineering at Sharif University of Technology in Spring 2004.

19    Advanced Programming Course in Department of Computer Engineering at Sharif University of Technology in Fall 2003.