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AWT IMAGE 

Postal Address:

Computer Engineering School

Iran University of Science

and Technology
University Road, Hengam Street

, Resalat Square, Narmak, Tehran, Iran,
Zip Code: 16846-13114
Tel: +98 (21) 73225300 

       +98 (21) 77225301

Fax: +98 (21) 73225322

email:

cesecretary-at-iust.ac.ir

..
:: Peyman Kabiri, Ph.D ::

AWT IMAGE 

  Surname: Kabiri

  Name: Peyman

  Assistant Professor

  E-mail: peyman.kabiri_at_iust.ac.ir

  Office: +98 (21) 73225341 

  Fax: +98 (21) 73021595

  • Education

  PhD in Computer Science

  I was on a 3 years bursary for my PhD from the Nottingham Trent University.

  Thesis title: "Adaptive Compensation for Errors due to Flexibility in Mechanical Systems" 

  From The Nottingham Trent University, Nottingham - UK 2000

  M.Sc. in REAL TIME SYSTEMS

  Thesis title: "Adaptive Compensation for Mechanical Arm Inaccuracies"

  From The Nottingham Trent University, Nottingham - UK 1996

  B.Eng. in COMPUTER HARDWARE ENGINEERING

  From Iran University of Science and Technology, Tehran - Iran 1992

  • Research Interests

  Network Security, Cybersecurity (Intrusion Detection and Response and related areas)

  Remote Sensing

  Acoustic Emission based Condition Monitoring (Non Destructive Testing)

  Sound analysis and Music Information Retrieval (MIR)

  Many-Valued Logic

  Robotics

  • My CURRICULUM VITAE

   • Important Links 

  My personal website (in Farsi): http://webpages.iust.ac.ir/peyman.kabiri/

  Intelligent Automation Laboratory (IALab): http://ial.iust.ac.ir/

  Google Scholar: http://scholar.google.at/citations?user=F9eMMSwAAAAJ&hl=en

  Research Gate: http://www.researchgate.net/profile/Peyman_Kabiri

  My ORCID iD is 0000-0001-5143-0498

  • Teaching Experience

  Undergraduate courses:

  Microprocessor & Assembly language (2015-2017)

  Microprocessor Circuit design 1 (2000-2004, 2006-2015)

  Microprocessor Circuit design 2 (2007)

  IBM PC Assembly language/System Programming (2002-2004 and 2006)

  Computer Graphics 1 (2008)

  Technical Report Writing Methodology (2008-2013, 2015)

  Research and Presentation Methodology (2016-2017)

  Postgraduate courses:

  Remote Sensing (2002-2004, 2006-2014)

  Robotics (2002-2004, 2006-2011)

  Expert Systems and Knowledge Engineering (2002, 2006, 2008, 2014)

  Intrusion Detection and Response Methods and Systems for Computer Networks (2010-2015)

  Secure Computer Systems (2012-2014, 2016-2017)

  • Other responsibilities

  • 7-September 2004 to 30-September2005: (Voluntary work in September 2004) Full time employment. Project coordinator (Acting as a Research Associate), University of New Brunswick, NB, Canada. Work was supported by ACOA via AIF, Field of research: Network Security, Intrusion Detection, data analysis, data mining and dimension reduction, clustering and inference engine design.
  • January 2004 to July 2004: (Executive Responsibilities) Manager for the departmental LAN and its related issues.
  • 2009, 2010 Undergraduate Students advisor
  • 2009, 2010 Member of the Selected Educational Committee of the School of Computer Engineering

  • Publications

  Referred Journal Papers:  

[1]    Mohsen Moshki, Peyman Kabiri, Alireza Mohebol-Hojeh, “Scalable Data-Driven Modelling of Spatio-Temporal Systems: Weather Forecasting”, Intelligent Data Analysis - An International Journal, Vol. 21, No. 3, pp. 577-595, 29 June 2017, (DOI: 10.3233/IDA-150494). (ISI IF for 2016 = 0.772)

[2]    Sanaz Farajzadeh, Peyman Kabiri, “Trust Based Secure Route Detection for MANETs”, Journal of Productivity and Development, Vol. 3, No. 1, pp. 13-25, 2017.

[3]    Hamid Ghaderi, Peyman Kabiri, “Automobile engine condition monitoring using sound emission”, Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 25, No. 3, pp. 1807-1826, 2017, (DOI: 10.3906/elk-1605-77). (ISI IF for 2016 = 0.578)

[4]    Mehdi Hosseinzadeh Aghdam, Morteza Analoui, Peyman Kabiri, “Modelling Trust Networks using Resistive Circuits for Trust-aware Recommender Systems”, Journal of Information Science (JIS), Vol. 43, No. 1, pp. 135-144, 1- February-2017, (DOI: 10.1177/0165551516628733). (ISI IF for 2016 = 1.372)

[5]    Keyvan RahimiZadeh, Morteza AnaLoui, Peyman Kabiri, Bahman Javadi, “Workload-Aware Placement of Multi-Tier Applications in Virtualized Datacenters”, The Computer Journal, Section B: Computer and Communications Networks and Systems, Vol. 60 No. 2, pp. 210-239, February 2017, (DOI: 10.1093/comjnl/bxw097). (ISI IF for 2016 = 0.711)

[6]    Keyvan RahimiZadeh, Morteza Analoui and Peyman Kabiri, “Multi-Layered Applications Placement in Virtualised Datacentre”, Journal of Soft Computing and Information Technology (JSCIT), pp. 1-15, Vol. 5, No. 3, Fall-2016. (ISC)

The above paper in Persian:

[6] کیوان رحیمی زاده، مرتضی آنالویی، پیمان کبیری، "مکان‌یابی کاربردهای چند لایه‌ای در بستر مرکز داده مجازی شده"، مجله علمی پژوهشی رایانش نرم و فناوری اطلاعات، شماره صفحات 1-15، جلد 5، شماره 3، پائیز سال 1395.

[7]    Mehdi Hosseinzadeh Aghdam, Peyman Kabiri, “Feature Selection for Intrusion Detection System using Ant Colony Optimization”, International Journal of Network Security, Vol. 18, No. 3, pp. 420-432, May 2016.

[8]    Ali Ahmadvand, Peyman Kabiri, “Multispectral MRI Image Segmentation Using Markov Random Field Model”, Signal, Image and Video Processing, Springer London, Vol. 10, Issue 2, pp. 251-258, February 2016, (DOI: 10.1007/s11760-014-0734-4). (ISI IF for 2016 = 1.102)

[9]    Keyvan RahimiZadeh, Reza Nasiri Gerde, Morteza Analoui, Peyman Kabiri, “Performance Evaluation of Web Server Workloads in Xen-based Virtualized Computer System: Analytical Modeling and Experimental Validation”, Concurrency and Computation: Practice and Experience, John Wiley & Sons, Vol. 27, Issue 17, pp. 4741-4762, 26-January-2015, (DOI: 10.1002/cpe.3454). (ISI IF for 2015 = 0.942)

[10] Keyvan RahimiZadeh, Morteza AnaLoui, Peyman Kabiri, Bahman Javadi, “Performance modeling and analysis of virtualized multi-tier applications under dynamic workloads”, Journal of Network and Computer Applications, Elsevier, Vol. 56, pp. 166-187, 21-July-2015, (DOI:10.1016/j.jnca.2015.06.020). (ISI IF for 2015 = 2.331)

[11] Mobarakeh Moosavirad, Peyman Kabiri and Hamidreza Mahini, "Rashnu: A Wi-Fi Intrusion Response Scheme", Security and Communication Networks, John Wiley & Sons, Vol. 8, Issue 12, pp. 2070-2078, 14-July-2015, (DOI: 10.1002/sec.1153). (ISI IF for 2015 = 0.806)

[12] Mehdi Hosseinzadeh Aghdam, Morteza Analoui and Peyman Kabiri, “A Novel Non-negative Matrix Factorization Method for Recommender Systems”, Applied Mathematics & Information Sciences, Natural Sciences Publishing (NSP), Vol. 9, No. 5, pp. 2721-2732, September 2015, (DOI: http://dx.doi.org/10.12785/amis/090558) (ISI IF for 2013 = 0.731)

[13] Mohsen Moshki, Peyman Kabiri, Alireza Mohebol-Hojeh, “Scalable Feature Selection in High Dimensional Data Based on GRASP”, Applied Artificial Intelligence, Taylor & Francis, Vol. 29, Issue 3, pp. 283-296, 1-April-2015, (DOI:10.1080/08839514.2015.1004616). (ISI IF for 2014 = 0.527)

[14]  Rasoul Masoudi, Peyman Kabiri, “New intensity-hue-saturation pan-sharpening method based on texture analysis and genetic algorithm-adapti on”, Journal of Applied Remote Sensing, SPIE, Vol. 8, Issue.1, pp.1-14, 083640 (May 01, 2014); (DOI: 10.1117/1.JRS.8.083640). (ISI IF for 2014 = 1.183)

 [15] Mohsen Moshki, Peyman Kabiri, Alireza Mohebol-Hojeh, “Feasibility of Very Short time Weather Prediction Using Genetic Algorithm based on data from Iranian Synoptic Stations”,  International Journal of Signal and Data Processing, Vol. 10, Issue 20, No. 2, pp. 3-20, April 2014. (in Persian)

[15] محسن مشکی، پیمان کبیری، علیرضا محب الحجه، "امکان‌سنجی پیش‌بینی خیلی کوتاه مدت وضع هوا به کمک الگوریتم ژنتیک بر پایه داده‌های ایستگاه‌های همدیدی ایرانمجله (دو فصل نامه علمی-پژوهشی) پردازش علائم و داده­ها، دوره 10، شماره 2، صفحات 3-20، 19/1/1393.

[16] Keyvan RahimiZadeh, Peyman Kabiri, “Trust-based routing method using a mobility-based clustering approach in mobile ad hoc networks”, Security and Communication Networks, John Wiley & Sons, Vol. 7, Issue 11,  pp. 1746–1763, November 2014, DOI: 10.1002/sec.872. (ISI IF for 2014 = 0.72)

[17] S. Mobarakeh Moosavirad, Peyman Kabiri, Hamidreza Mahini, “RSSAT: A Wireless Intrusion Detection System Based on Received Signal Strength Acceptance Test”, Journal of Advances in Computer Research, Vol. 4, No. 1, pp. 65-80, February 2013.

[18] Ali Salimi, Peyman Kabiri, “Avoiding Cyber-attacks to DMZ and Capturing Forensics from Intruders Using Honeypots”, Journal of Advances in Computer Research, Vol. 3, No. 1, pp. 65-79, February 2012.

[19] Peyman Kabiri, Mehran Aghaei, “Feature Analysis for Intrusion Detection in Mobile Ad-hoc Networks”, International Journal of Network Security, Vol. 12, No. 1, pp. 42–49, January 2011.

[20] Gholam Reza Zargar, Peyman Kabiri, “Identification of Effective Optimal Network Feature Set for Probing Attack Detection Using PCA Method”, International Journal of Web Application (IJWA), Vol. 2, No. 3, pp. 164-174, Digital Information Research Foundation, September 2010.

[21] Gholam Reza Zargar, Peyman Kabiri, “Category-Based Selection of Effective Parameters for Intrusion Detection”, International Journal of Computer Science and Network Security, Vol. 9, No. 9, September 2009.

[22] Peyman Kabiri, Ali Ghorbani, “A Rule-Based Temporal Alert Correlation System”, International Journal of Network Security, Vol. 5, No. 1, pp. 66-72, July 2007.

[23] Peyman Kabiri, Ali Ghorbani, “Research on Intrusion Detection and Response: A Survey”, International Journal of Network Security, Vol. 1, No. 2, pp. 84-102, 2005.

  Book Chapters:

  [1] Peyman Kabiri, Ali Ghorbani, “Dimension Reduction and its Effects on Clustering for Intrusion Detection”, Privacy, Intrusion Detection and Response: Technologies for Protecting Networks, Editor: Peyman Kabiri, pp. 169-192, IGI Global, USA, October 2011, DOI: 10.4018/978-1-60960-836-1.ch007.

  [2] Mohsen Moshki, Mehran Garmehi, Peyman Kabiri, “Dimension Reduction and its Effects on Clustering for Intrusion Detection”, Privacy, Intrusion Detection and Response: Technologies for Protecting Networks, Editor: Peyman Kabiri, pp. 220-241, IGI Global, USA, October 2011, DOI: 10.4018/978-1-60960-836-1.ch009.

  [3] Gholam Reza Zargar, Peyman Kabiri, “Selection of Effective Network Parameters in Attacks for Intrusion Detection”, Advances in Data Mining: Application and Theoretical Aspects, Proceedings of 10th Industrial Conference on Data Mining ICDM´2010, Lecture Notes in Computer Science (LNCS) (Book Chapter), Editor: Petra Perner, Vol 6171, pp. 643-653, Springer, Germany, July 2010, DOI: 10.1007/978-3-642-14400-4_50.

  Referred Conference Papers:

[1]    Seyyed Ali Hoseini, Peyman Kabiri, “A Feature-based Approach for Monocular Camera Tracking in Unknown Environments”, 3rd International Conference on Pattern Recognition and Image Analysis (IPRIA 2017), Shahrekord, Iran, 19-20 April 2017.

[2]    Mohammad Sadeghi, Peyman Kabiri, “Securing Internet Service Provider Privacy during Attacker Tracking over the Internet”(Contribution 537- Q4/17), ITU-T Study Group 17 meeting on Security, Geneva, Switzerland, 14 March 2016.

[3]    Mohsen Falahi DaryaKenari, Peyman Kabiri, Seyyed Ali Hoseini, “Determining Depth of Surfaces and Disparity Map Extraction in Aerial Imagery Using Stereovision”, The 1st National Conference on Geospatial Information Technology, Tehran, Iran, 19-20 January 2016. (in Persian)

The above paper in Persian:

[3] محسن فلاحی دریاکناری ، پیمان کبیری، سید علی حسینی، "تعیین عمق سطوح و استخراج نقشه اختلاف سطح در تصاویر هوایی با استفاده از بینایی دوگانه"، اولین کنفرانس مهندسی فناوری اطلاعات مکانی، تهران، ایران، 29 و 30 دی ماه 1394.

[4]    Keyvan RahimiZadeh, Morteza Analoui and Peyman Kabiri, “A Performance Model for Evaluation of a Virtualized Computer System”, 5th Conference on Information and Knowledge Technology (IKT2013), Shiraz, Iran, May 22-24 2013.

[5]    Mehdi Hosseinzadeh Aghdam, Morteza Analoui and Peyman Kabiri, “Application of Nonnegative Matrix Factorization in Recommender Systems”, 6th International Symposium on Telecommunications (IST2012), Tehran, Iran, 6-8 November 2012.

[6]    Hamid Ghaderi, Peyman Kabiri, “Fourier Transform and Correlation-based Feature Selection for Fault Detection of Automobile Engines”, 16th International Symposium on Artificial Intelligence and Signal Processing (AISP2012), Shiraz, Iran, 2-3 May 2012.

[7]    Yaser Ghanbari, Peyman Kabiri, “Improving Intrusion Detection Systems with Hierarchical Architecture Using an Interlayer Messaging System”, ITU-T Study Group 17 meeting on Security, Geneva, Switzerland, 28 February 2012.

[8]    Ali Salimi, Peyman Kabiri, “A New Architecture for the Trust, Response to Intrusion Attempts and Redirecting the Intruders to Honeypots”, ITU-T Study Group 17 meeting on Security, Geneva, Switzerland, 28 February 2012.

[9]    Jalil Ghavidel Neycharan, Morteza Analoui, Peyman Kabiri, “A New Method to Make Ensemble of Classifiers By Applying Noise on the Training Dataset”, Proceedings of 1st Specialised Conference on Intelligent Computer Systems and their Applications, University of PayamNoor – Tehran Province – Technical and Engineering Complex, 20 December 2011. (in Persian)

[9]جلیل قویدل، مرتضی آنالویی، پیمان کبیری، "روشی نوین برای ایجاد مجمع رده­بندها با اعمال نویز روی مجموعه داده­های آموزشی"، مجموعه مقالات اولین همایش تخصصی سیستمهای هوشمند کامپیوتری و کاربردهای آنها، دانشگاه پیام نور استان تهران- مجتمع فنی و مهندسی (30 آذرماه1390).

[10] Hamid Ghaderi, Peyman Kabiri, “PCA and Wavelet Transform for Automobile Fault Detection and Condition Monitoring”, 1st International Conference on Acoustics and Vibration (ISAV2011), Tehran, Iran, 21-22 December 2011. (in Persian)

The above paper in Persian:

[10]حمید قادری، پیمان کبیری، "تحلیل مولفۀ اصلی و تبدیل موجک برای پایش وضعیت و تشخیص خطای موتور خودرو"، اولین کنفرانس بین المللی آکوستیک و ارتعاشات (ISAV2011)، تهران، ایران، 30 آذر و 1 دی ماه 1390.

[11] Monireh Naderi, Peyman Kabiri, “Retrieval of the Similar Music Using Similarity in the Features”, 1st International Conference on Acoustics and Vibration (ISAV2011), Tehran, Iran, 21-22 December 2011. (in Persian)

The above paper in Persian:

[11]منیره نادری، پیمان کبیری، "شناسایی موسیقی­های مشابه با استفاده از تشابه ویژگی­ها"، اولین کنفرانس بین المللی آکوستیک و ارتعاشات (ISAV2011)، تهران، ایران، 30 آذر و 1 دی ماه 1390.

[12] Mehdi Hosseinzadeh Aghdam, Morteza Analoui, Peyman Kabiri, Mohammad Anisi, “Trust Modelling Using Dirichlet Multinomial distribution”, First CSUT Conference on Computer, Communication and Information Technologies (CSCCIT2011), Tabriz, Iran, 16-17 November 2011. (in Persian)

The above paper in Persian:

[12]مهدی حسین زاده اقدم، مرتضی آنالویی، پیمان کبیری، محمد انیسی، "مدلسازی اعتماد با استفاده از توزیع چند جزئی دیریکله"، اولین کنفرانس ملی دانش پژوهان کامپیوتر و فناوری اطلاعات (CSCCIT)، تبریز، ایران، 25و 26 آبان 1390.

[13] Peyman Kabiri, Mohammad H. Pandi, Sirous Kourki nejat, Hamid Ghaderi, “NDVI Optimization Using Genetic Algorithm”, The 7th Iranian Conference on Machine Vision and Image Processing (MVIP 2011), Tehran, Iran, 15 to 17-Nov-2011.

[14] Peyman Kabiri, Hamid Ghaderi, Sirous Kourki nejat, “Optimizing Cloud Detection Index for MODIS Imagery Using Genetic Algorithm”, The 7th Iranian Conference on Machine Vision and Image Processing (MVIP 2011), Tehran, Iran, 15 to 17-Nov-2011.

[15] Hamid Ghaderi, Peyman Kabiri, “Automobile Independent Fault Detection based on Acoustic Emission Using FFT”, Singapore International NDT Conference & Exhibition (SINCE2011), Singapore, 3-4 November 2011.

[16] Hamid Ghaderi, Peyman Kabiri, “Automobile Independent Fault Detection based on Acoustic Emission Using Wavelet”, Singapore International NDT Conference & Exhibition (SINCE2011), Singapore, 3-4 November 2011.

[17] Peyman Kabiri, Alireza Amiraghdam, “3D Image Extraction of the Ground From Arial Images Using Binary Differential Comparison Algorithm”, 10th Conference of the Iranian Aerospace Society (AERO2011), Tehran, Iran, March 2011. (in Persian)

The above paper in Persian:

[17] پیمان کبیری، علیرضا امیراقدم، "استخراج شکل سه بعدی زمین از تصاویر هوایی با استفاده ازالگوریتم مقایسه تفریق باینری"، دهمین کنفرانس انجمن هوافضای ایران (AERO2011)، تهران، ایران، اسفندماه 1389.

[18] Peyman Kabiri, Amir Makinezhad, “Using PCA in Acoustic Emission Condition Monitoring to Detect Faults in an Automobile Engine”, 29th European Conference on Acoustic Emission Testing (EWGAE2010), Austria, September 2010.

[19] Gholam Reza Zargar, Peyman Kabiri, “Selecting Effective Parameters for Detecting Neptune Attack in Computer Networks”, 15th National Conference of Iranian Computer Society, Tehran, Iran, 2010. (in Persian)

The above paper in Persian:

[19]پیمان کبیری، غلامرضا زرگر، انتخاب پارامترهای موثر در تشخیص حمله Neptune در شبکه­های کامپیوتری، پانزدهمین کنفرانس انجمن کامپیوتر ایران، تهران، ایران، اسفندماه 1388.

[20] Gholam Reza Zargar, Peyman Kabiri, “Selecting Effective Parameters for Detecting Denial Of Service Attacks in Computer Networks”, 15th National Conference of Iranian Computer Society, Tehran, Iran, 2010. (in Persian)

The above paper in Persian:

[20]پیمان کبیری، غلامرضا زرگر، انتخاب پارامترهای موثر در تشخیص حملات ممانعت از سرویس در شبکه­های کامپیوتری، پانزدهمین کنفرانس انجمن کامپیوتر ایران، تهران، ایران، اسفندماه 1388.

[21] Gholam Reza Zargar, Peyman Kabiri, “Identification of Effective Network Features to Detect Smurf Attacks”, Proceedings of 2009 IEEE Student Conference on Research and Development (SCOReD 2009), pp. 49-52, Malaysia, 2009.

[22] Peyman Kabiri, Gholam Reza Zargar, “Identification of Effective Network Features for Probing Attack Detection”, First International Conference on Networked Digital Technologies (NDT 2009), VSB-Technical University of Ostrava, Czech Republic, pp. 405-410, July 29-31, 2009.

[23] Peyman Kabiri, Farhoosh Alghabi, “Generation of Gridded Data for 2D Proportional Keen Approximator Using Radial Basis Functions”, Second International Symposium on Intelligent Information Technology Application (IITA2008), Vol. 3, pp. 480-485, IEEE, Shanghai, China, December, 2008.

[24] Farhoosh Alghabi, Peyman Kabiri, “A Novel Approach for Speeding Up RBF-Based Interpolation Methods”, Second International Symposium on Intelligent Information Technology Application (IITA2008), Vol. 3, pp.8-13, IEEE, Shanghai, China, December, 2008.

[25] Peyman Kabiri, Hamed Shahbazi, Mohsen Soryani, “Statistical Shape based Multispectral Image Retrieval Extracting Power Spectrum Vectors”, Third IEEE International Conference on Digital Information Management (ICDIM 2008), pp. 650-655, London, UK, November 13-16 2008.

[26] Mohsen Soryani, Peyman Kabiri, Hamed Shahbazi, “Content Based Multispectral Image Retrieval Using Principal Component Analysis”, ACM International Conference on Image and Video Retrieval (CIVR2008), pp. 205-210, ACM, Niagara Falls, Canada, July 2008.

[27] Peyman Kabiri, Mohsen Soryani, Hamed Shahbazi, “Content Based Multispectral Image Retrieval Using Independent Component Analysis”, The 2008 International Congress on Image and Signal Processing (CISP08), Vol.2, pp.485-489, Sanya, China, May 2008.

[28] Peyman Kabiri, Mohsen Soryani, Hamed Shahbazi, “Multi-Spectral Image Classification Using Fuzzy Association Rules”, 13th National Conference of Iranian Computer Society, Kish Island, Iran, March 2008. (in Persian)

The above paper in Persian:

[27]پیمان کبیری، محسن سریانی و حامد شهبازی، طبقه بندی تصاویر چند طیفی با استفاده از قواعد تداعی فازی، سیزدهمین کنفرانس انجمن کامپیوتر ایران، جزیره کیش، ایران، اسفندماه 1386.

[29] Kushan Ahmadian, Abbas Golestani, Nasser Mozayani, and Peyman Kabiri, “A New Multi-Objective Evolutionary Approach for Creating Ensemble of Classifiers”, Proceedings of 2007 IEEE International Conference on Systems, Man and Cybernetics, pp. 1031-1036, Montreal, Canada, October 2007.

[30] Kabiri, Peyman; Ghorbani, Ali, “Dimension Reduction and Alert Correlation for Intrusion Detection”, Expo’05, University of New Brunswick, Fredericton, Canada, 28th June 2005.

[31] Analoui, Morteza; Mirzaei, Abdolreza; Kabiri, Peyman, “Intrusion Detection Using Multivariate Analysis of Variance Algorithm”, Third IEEE International Conference on Systems, Signals & Devices (SSD’05), Vol. 3, Sousse, Tunisia, March 21-24, 2005.

[32] Kabiri, Peyman, “A Comparison between the Proportional Keen Approximator and the Neural Networks Learning Methods”, 6th International Conference on Enterprise Information Systems, Vol.­2, pp. 159-164, Porto, Portugal, April 14-17, 2004.

[33] Kabiri, Peyman, “A New Machine Learning Methodology: Implementing Linear Approximation”, 6th Annual CSI Computer Conference (CSICC’2001), pp. 93-102, 20-22 Isfehan, Iran, February 2001.

[34] Kabiri, Peyman, “Using Black Box and Machine Learning Approach in Controlling a Machine”, 2002 IEEE International Conference on Systems, Man and Cybernetics, Vol. 7, 02CH37349C-4, Hammamet, Tunisia, October, 2002.

[35] Kabiri, Peyman; Sherkat, Nasser and Shih, Chi-Hsien V, “Compensating for Robot Arm Positioning Inaccuracy in 3D-Space”, SPIE's International Symposium on Intelligent Systems in Design and Manufacturing II, B. Gopalakrishnan, San Murugesan, Editors, Proceedings of SPIE Vol. 3833-16, pp. 100-108, Boston, USA, SEP. 1999.

[36] Kabiri, Peyman; Sherkat, Nasser and Shih, Chi-Hsien V, “Compensation for Robot Arm Flexibility Using Machine Intelligence”, SPIE's International Symposium on Intelligent Systems in Design and Manufacturing, Vol. 3517, pp. 139-148, Boston, USA, 1998.

[37] Kabiri, Peyman; Sherkat, Nasser and Shih, Victor, “Using Machine Learning Methods to Simulate Non-deterministic Parameters for a Robot Arm”, Simulation in Industry, 10th European Simulation Symposium (ESS98) and Exhibition, pp. 746-750, Nottingham, UK, 1998.

[38] Kabiri, Peyman; Sherkat, Nasser and Shih, Chi-Hsien V, “Adaptive Error Compensation Using A Novel Machine Learning Method”, The 3rd International Conference on Systems Science and Systems Engineering (ICSSSE’98), pp. 340-345, Beijing, China, 1998.

[39] Sherkat, Nasser, Shih, Victor and Kabiri, Peyman. “A Neural Fuzzy Approach to Backlash and Low Stiffness Compensation of Robot Joints”, International Conference of Information Sciences, Duke University, USA, Vol. 1, 1997.

  • Accepted Papers for publication:

    [1]    Mehdi Hosseinzadeh Aghdam, Morteza Analoui, Peyman Kabiri, “Collaborative filtering using non-negative matrix factorization”, Journal of Information Science (JIS), (DOI: 10.1177/0165551516654354).  (ISI IF for 2016 = 1.372)

[2]    Sirous KourkiNejat, Peyman Kabiri, “An Adaptive and Cost-based Intrusion Response System”, Cybernetics and Systems: An International Journal, (DOI: 10.1080/01969722.2017.1319693). (ISI IF for 2016 = 1.434)

[3]    Seyyed Ali Hoseini, Peyman Kabiri, “Camera pose estimation in unknown environments using a sequence of wide-baseline monocular images”, Journal of AI and Data Mining, (ISC) Accepted on 10 May 2017.

  • Previous Review Responsibilities:

  · World Multi-conference on SYSTEMS, CYBERNETICS AND INFORMATICS (SCI’2000 / ISAS ‘2000), Orlando, Florida, Sheraton World, July 23-26, 2000.

  · 11th Iranian Electrical Engineering Conference, 6th-8th May 2003, Shiraz, Iran.

  · Poster papers of the Nineteenth International Joint Conference on Artificial Intelligence, EDINBURGH, SCOTLAND, 30 JULY - 5 AUGUST 2005.

  · “IUST International Journal of Engineering Science”, Iran University of Science and Technology, 2007.

  . “International Journal of Network Security”, http://ijns.nchu.edu.tw , Taiwan. (2005, 2007, 2008, 2009).

  . “IEEE Transactions on System, Man and Cybernetics – Part B”, IEEE, (2007, 2009).

  . "The 2009 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2009)", 2009.

  . " First International Conference on 'Networked Digital Technologies (NDT 2009)", 2009.

  . "Journal of the Network and Systems Management", 2009.

  . " Journal of Network and Computer Applications", 2010.

  • Membership in Conference Technical Committee:

  . Member of the Technical Committee in "15th Annual Conference of Iranian Computer Society", 2010.

  . Member of the Program Committee in “2nd International Conference on IT & Business Intelligence”, 2010.

  . Member of the Technical Committee in "2010 National Conference on Information and Communication Security (CICS 2010)”, Ahwaz, Iran.

  . Member of the Organization Committee in “The 7th Iranian Conference on Machine Vision and Image Processing (MVIP2011)”, Tehran, Iran, 15 to 17-Nov-2011.

  • Membership in Editorial Boards of the Journals:

  . Member of the Editorial Board for the Journal of Computer Engineering, Islamic Azad University Sari Branch – Iran (since 2008)

  • Invited Lectures:

  . Security Study Group`s national seminar, Ministry of Communications and Information Technology, Information Technology Company of Iran, Tehran, 21-Oct-2009.

  . Invited Speaker for the Third Seminar on Information Era with Security and Resource Management Approach, University of Tabriz, Tabriz, 24 & 25-Nov-2011.

  • Supervised Graduated Ph.D. Students

  1. Keyvan RahimiZadeh, Thesis title: “Virtual Machine Modeling and its Application in Virtual Machine Placement”, Thesis submitted in partial fulfilment of the requirement for the degree of Doctorate of Philosophy in Computer Engineering in the subject of Artificial Intelligence, Department of Computer Engineering, Iran University of Science and Technology, Supervisors: Dr. Morteza Analoui and Dr. Peyman Kabiri, Exam date: 8-December 2015.
  2. Mohsen Moshki, Thesis title: “Scalable and Data Driven Weather Modeling for Short Range Forecasting”, Thesis submitted in partial fulfilment of the requirement for the degree of Doctorate of Philosophy in Computer Engineering, Department of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Project advisor in meteorology: Dr. Alireza Mohebol-Hojeh, Exam date: 27-February-2016.

  3. Mehdi Hosseinzadeh Aghdam, Thesis title: “Learning Latent Features to Improve the Performance of Recommender Systems using Trust Networks”, Thesis submitted in partial fulfilment of the requirement for the degree of Doctorate of Philosophy in Computer Engineering, Department of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Morteza Analoui and Dr. Peyman Kabiri, Exam date: 25-June-2016.1.

  • Supervised Graduated M.Sc. Students

  1. Hamed Shahbazi, Thesis title: “Multispectral Image Retrieval Using Multivariate Data Analysis Methods”, Thesis submitted in partial fulfillment of the requirement for the degree of Master of Science in Computer Engineering in the subject of Artificial Intelligence, Department of Computer Engineering, Iran University of Science and Technology, Supervisors: Dr. Peyman Kabiri and Dr. Mohsen Soryani, Exam date: 12-March 2008.

  2. Gholam Reza Zargar, Thesis title: “Investigating Different Effective Parameters in Network Intrusion Detection and Condition Monitoring”, M.Sc. in Information Technology and Secure Communication, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 6-October-2009.

  3. Mehran Agahei, Thesis title: “Routing Attack Detection In Ad-Hoc Networks”, M.Sc. in Information Technology and Secure Communication, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 29-December-2009.

  4. Amir Makinezhad, Thesis title: “Condition Monitoring and Fault Diagnosis in Automobile Engine using Acoustic Emission Multivariate Analysis”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 26-May-2010.

  5. Tania Baghai, Thesis title: “Improvement of paging methods in Mobile IP protocol”, M.Sc. in Information Technology and Secure Communication, Iran University of Science and Technology, Supervisora: Dr. Reza Berangi, Dr. Peyman Kabiri, Exam date: 8-June-2010.

  6. Monireh Naderi, Thesis title: “Music Information Retrieval Using Features Similarity”, M.Sc. in Information Technology and Secure Communication, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 21-July-2010.

  7. Alireza Amiraghdam, Thesis title: “Extracting Digital Terrain Model from Aerial Images by Stereovision”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 5-September-2010.

  8. Fateme Moarefian, Thesis title: “Increasing Accuracy and Speed for Function Approximation in Scattered Data Using Radial Basis Functions”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisors: Dr. Peyman Kabiri and Dr Nasser Mozayani, Exam date: 15-September-2010.

  9. Ali Foroutan Rad, Thesis title: “High Performance and Fault-tolerant Approach for Resource Allocation and Discovery in Mobile Grids”, Azad Eslami University–Shabestar Branch, Supervisor: Dr. Peyman Kabiri, Exam date: 5-October-2010.

  10. Alireza Noorian Saaravy, Thesis title: “An Automatic Response Methodology for Intrusion in to the Computer Networks”, M.Sc. in Computer Systems Architecture, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 1-February-2011.

  11. Yaser Ghanbary, Thesis title: “Improving Intrusion Detection Systems with Hierarchical Architecture Using an Interlayer Messaging System”, M.Sc. in Information Technology and Secure Communication, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 10-January-2012.

  12. Hamid Ghaderi, Thesis title: “Automobile Independent Condition Monitoring and Fault Detection using Acoustic Emission Signals”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 6-Febuary-2012.

  13. Ali Salimi, Thesis title: “A New Architecture for Trust, Response to Intrusion Attempts and Redirection of Intruders to Honeypots”, M.Sc. in Information Technology and Secure Communication, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 13-Febuary-2012.

  14. Jalil Ghavidel Neycharan, Thesis title: “Improving Classifiers Ensemble Accuracy by Diversifying the Base Classifiers”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisors: Dr. Morteza Analoui and Dr. Peyman Kabiri, Exam date: 18-Febuary-2012.

  15. Sirous Kourki Nejat, Thesis title: “Designing an Adaptive and Cost-Sensitive Intrusion Response System for Guaranteeing Service Availability in Networks ”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 20-May-2012.

  16. Fakhteh Alemi, Thesis title: “Identification of Effective Parameters in Intrusion Detection in Wi-Fi Wireless Networks”, M.Sc. in Information Technology and Secure Communication, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 30-May-2012.

  17. Sanaz Tavakoli Dastjerdi, Thesis title: “Identification of Effective Parameters in Intrusion Detection In peer to peer Networks”, M.Sc. in Information Technology and Secure Communication, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 30-May-2012.

  18. Amir Rezaie Zadeh Roukerd, Thesis title: “Analysis and Improvement of Quality of Service (QoS) in Self-Aware Networks”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisors: Dr. Morteza Analoui and Dr. Peyman Kabiri, Exam date: 5-June-2012.

  19. Kobra Nalbandi Amiri, “Designing an Adaptable Intrusion Response System with Learning Capability”, M.Sc. in Information Technology Engineering, Mazandaran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 20-February-2013.

  20. Mobarakeh Moosavirad, Thesis title: “A Novel Intrusion Prevention and Response Approach in Wi-Fi Networks”, M.Sc. in Information Technology and Secure Communication, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 4-May-2013.

  21. Reza Yousefian Hashemabadi, Thesis title: “Traffic Pattern Extraction in Peer-to-Peer Networks for Botnet Detection”, M.Sc. in Information Technology and Secure Communication, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 1-July-2013.

  22. Sanaz Farajzadeh, Thesis title: “Trust Based Malicious Node Detection in MANET”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 22-July-2013.

  23. Payam Mostafaei Ekhtiar, Thesis title: “Electricity Price Spike Forecasting with Data Mining Techniques”, M.Sc. in Knowledge Engineering & Decision Science, University of Economic Sciences, Supervisor: Dr. Peyman Kabiri, Exam date: 12-October-2013.

  24. Ali Ahmadvand, Thesis title: “Extraction of three main cerebral tissues using multispectral MRI image segmentation”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 18-December-2013.

  25. Davar Ahmadpour, Thesis title: “Detection of MAC Address Spoofing in Wi-Fi Networks in Presence of Legitimate Client and Attacker”, M.Sc. in Computer Networks, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 3-March-2014.  

  26. Seyyed Reza Hosseini, Thesis title: “Detecting Collective Activities Using Multi-Agent System Applied on Botnet Detection”, M.Sc. in Artificial Intelligence and Robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 8-March-2015.

  27. Seyyed Mojtaba Mostafavi, Thesis title: “Detection of repetitive and irregular hypercalls attacks from guest VM to hypervisor in cloud computing environment”, M.Sc. in Information Technology-Computer Networks Design, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 19-April-2015.

  28. Seyyed Hessam Hoseini, Thesis title: “Linux Web Servers Forensics”, M.Sc. in Information Technology-Computer Networks Design, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 19-April-2015.

  29. Javad Zareei Aval, Thesis title: “Music Information Retrieval based on Customer Taste”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 11-July-2015.

  30. Solmaz Salimi, Thesis title: “Fast-Flux Service Networks Detection Based On Behavioral Patterns”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 21-September-2015.

  31. Niloofar Movahedian Attar, Thesis title: “Dynamic Detection of the Secure Routes in Ad-hoc Networks Using AODV Routing Protocol”, M.Sc. in Information Technology-Computer Networks Design, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 21-September-2015.

  32. Talie Majidi Kalibar, Thesis title: “New method for Web Users Activity Tracking”, M.Sc. in Information Technology-Computer Networks Design, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 22-September-2015. 

  33. Yaser Ayat, Thesis title: “Detection of Tracking Code Injection for User Privacy Preservation”, M.Sc. in Information Technology-Computer Networks Design, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 22-September-2015.

  34. Dawood Frotan, Thesis title: “A New CAC Method for IEEE802.11 Access Point based on Session Initiation Protocol”, M.Sc. in Information Technology - Computer Networks Design, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Advisor: Dr. Vahid Azhari, Exam date: 6-October-2015.

​  35. Mohsen Falahi DaryaKenari, Thesis title: “Extracting Plane Lands or Depressions from Aerial Images by Stereovision”, M.Sc. in Artificial Intelligence and robotics, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 19-April-2016.

​ 36. Asma Abdolahpoor, Thesis title: “Pan-Sharpening of the Multi-Spectral Images Using Textural Analysis of Panchromatic Images”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 16-May-2016.

​ 37. Marzieh KianiNejad, Thesis title: “Improving Trust Calculation in Social Networks Using Trust Propagation and Combination Properties”, M.Sc. in Artificial Intelligence and robotics, School of Computer Engineering, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 24-May-2016.

​ 38. Atiyeh Razavifar, Thesis title: “A New Method to Implement Firewall & IRS Based on Channel Exchange in Wireless Networks”, M.Sc. in Information Technology - Computer Networks Design, School of Computer Engineering, Compus2 - Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 5-October-2016.

​ 39. Seyedeh Yasaman Pakdaman Shahri, Thesis title: “The computation of Trust at inter-cluster level and node lifetime availability in MANET”, M.Sc. in Information Technology - Computer Networks Design, School of Computer Engineering, Compus2 - Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 18-February-2017.

 40. Mahboobe Dehghani Tafti, Thesis title: “A New Method to Reduce AODV Protocol Load in Clustering Using the Cluster Head”, M.Sc. in Information Technology - Computer Networks Design, School of Computer Engineering, Compus2 - Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 19-February-2017.

 41. Mahsa Shafiei Dolat Abadi, Thesis title: “Detection of the Reliable Trusted Routes in MANET”, M.Sc. in Information Technology - Computer Networks Design, School of Computer Engineering, Compus2 - Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 19-February-2017.

  • Supervised Graduated Undergraduate Students

  1. Mojtaba Mostafavi, Thesis title: “Implementing agents for distributed Processing”, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 11-March-2012.

  2. Mohammad Hassan Mobasher, Thesis title: “Design and Development of a Game Engine for Strategic Games”, Iran University of Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: 13-March-2012.

  3. Hasan Mansouri, Thesis title: “Design and Implementation of Rotary Wing UAVs Stabilizer”, B.Eng. in Software Engineering, Iran University of Science and Technology, Supervisors: Dr. Peyman Kabiri and Dr. Adel Turkaman Rahmani, Exam date: 13-November-2012.

  4. Omid Beheshtkar, Thesis title: “Design and development of a firewall for MS Windows”, Iran Universityof Science and Technology, Supervisor: Dr. Peyman Kabiri, Exam date: September-2014. 

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