Employee Details




Dr. Md. Mahbubur Rahman

Professor
Faculty of Electrical & Computer Engineering
mahbubcse@yahoo.com


Contact Information:

 

Name : Dr. Md. Mahbubur Rahman
Address : Department of Computer Science and Engineering (CSE), Military Institute of Science and Technology (MIST), Mirpur Cantonment, Dhaka-1216, Bangladesh.

 

Research Area:

Computer Networks, Image Processing, Pattern Recognition

 

Research Interest:

Data mining, Bioinformatics

 

Academic Background:

Ph.D., Information Science/Computer Science, 2004
Japan Advanced Institute of Science and Technology (JAIST), Japan

M.Engg., Computer Science, 1998
Asian Institute of Technology, Thailand

Bachelor of Science in Computer Science and Engineering, 1993
Bangladesh University of Engineering and Technology

 

Selected Publications:

Refereed Journals

  1. Samrat Kumar Dey, Md. Mahbubur Rahman, “Effects of Machine Learning Approach in Flow Based Anomaly Detection on Software Defined Net-working, ” MDPI Symmetry Journal, 12(1), 7, https: //doi.org/ 10.3390/ sym12010007 (Nov., 2019).

 

  1. Mahbubur Rahman and Md. Aktaruzzaman : “An Efficient Position based Power Aware Routing Algorithm in Mobile Ad-hoc Networks”, International Journal of Computer Network and Information Security(IJCNIS), Vol . 8, No. 7 (Jul., 2016).

 

  1. Mahbubur Rahman: “Unsupervised Natural Image Segmentation Using Mean Histogram Features”, Journal of Multimedia, Vol. 7, Issue. 5, pp. 332-340 (Oct., 2012).

 

  1. Mahbubur Rahman and Susumu Horiguchi: “A fully unsupervised color textured image segmentation algorithm using weighted mean histograms features”, Signal, Image and Video Processing, vol. 6, no. 2, pp. 197-209 (June. 2012).

 

  1. Mahbubur Rahman, S. A. Ahsan Rajon : ” Energy Efficient Routing in Wireless Sensor Network “, IJCIT, Vol 3, Issue 1, pp. 20-29, (July, 2012).

 

  1. A. Ahsan Rajon, Md. Mahbubur Rahman: ” An Effective Framework for Implementing  Electronic Governance in Developing Countries: Bangladesh Perspective”, IJCIT, Vol. 3, Issue 1, pp. 12-19, (July, 2012).

 

  1. Mahbubur Rahman, Md. Faisal Mahbub Chowdhury , Mohammad Fazleh Elahi, Rajib Kumar Rana:  “A New Pseudo-automatic Outer Lip Contour Extraction Approach Based on RGB Components”, IJCIM, Vol. 15 No.3 (Dec.,  2007).

 

  1. Mahbubur Rahman, Md. Rashedul Islam, Nazmul Islam Bhuiyan, Bulbul Ahmed, Md. Aminul Islam: “Person Identification Using Ear Biometrics”, IJCIM, Vol. 15 No.2, pp. 1-8 (Aug., 2007).

 

  1. Mahbubur Rahman and Susumu Horiguchi: “A Scalable Object-oriented Client/server Architecture for Interactive Multimedia Applications over Internet”, IJCIM, Vol.13 No.3, pp.1-10 ( Dec. 2005).

 

  1. Mahbubur Rahman and Susumu Horiguchi: “A New Moving-object Invariant Video Mosaicing based Method for Remote Surveillance ”, IJCIM , Vol.12 No.1, pp.37-52 ( Jan. 2004).

 

  1. Ehsan Masud, Md. Mahbubur Rahman and Md. Mehedi Masud:  “Design of Extensible Security Architecture for Java Applets”,  IJCIM , Vol.11 No.12, pp.15-23  ( May. 2003).

 

  1.   Mahbubur Rahman and Susumu Horiguchi: “An Efficient Approach to Moving Object Invariant Video Mosaicing and its Applications”, Journal of Electrical Engineering, Vol.EE 29, No. 2 & Vol.EE 30, No. 1 (combined edition), pp.28-35 (June 2002).

 

 

Refereed Conference Proceedings 

  1. Saidur Rahman, Md. Golam Robiul Alam, Md. Mahbubur Rahman, “Deep Learning-based Predictive Caching in the Edge of a Network”, accepted for presentation in  the 34th International Conference on Information Networking (ICOIN 2020) Barcelona, Spain , January 7-10, 2020.

 

  1. Mahbubur Rahman, Anindita Kundu, Rifah Tamanna Usha and Nusrat Kabir Samia, “Alignment-free Phylogenetic Tree Estimation Technique”, I-PACT 2019, Vellore, India, 22-23 Mar , 2019

 

  1. Samrat Kumar Dey, Md. Mahbubur Rahman, “An Embedded Model to Mitigate Car Parking Problems Using IoT Technology”,   ICASERT 2019, 3-5 May, 2019.

 

  1. Billal Mohamma Yasin Jisan , Md. Mahbubur Rahman, Kazi Abu Taher, “Network Intrusion Detection Using Supervised Machine Learning Technique With Feature Selection”, International Conference on Robotics, Electrical and Signal Processing Techniques 2019 (ICREST 2019), AIUB, Dhaka, 10-12 Jan, 2019.

 

  1. Zareen Tasneem, Farissa Tafannum and Md Mahbubur Rahman, “Revised Scheme of Antimagic Graph Labeling for Splitting Graph and Shadow Graph Associated with Cycle” , ICASERT 2019, East West University, 3-5 May, 2019.

 

  1. Saidur Rahman, Md. Golam Robiul Alam, Md. Mahbubur Rahman, “Deep Learning based Ensemble Method for Household Energy Demand Forecasting of Smart Home”, accepted for presentation in the International Conference on Computer and Information Technology (ICCIT 2019), South-East University, Dhaka, 18-20 December, 2019.

 

  1. Mamun Elahi, Md. Mahbubur Rahman, “An Efficient Spectrum Sharing Approach for Cognitive radio enabled Vehicular Cloud”, accepted for presentation in the International Conference on Computer and Information Technology (ICCIT 2019), South-East University, Dhaka, 18-20 December, 2019.

 

  1. Detection in Software Defined Networking: A Deep Learning Approach With Feature Selection Method,” 4th International Conference on Electrical Engineering and Information and Communication Technology (iCEEiCT 2018, 13th -15th September), Military Institute of Science and Technology (MIST), Mirpur, Dhaka. (Waiting for Inclusion in IEEE Xplorer)

 

  1. Samrat Kumar Dey, Md. Mahbubur Rahman and Md. Raihan Uddin, ” Detection of Flow Based Anomaly in OpenFlow Controller: A Machine Learning Approach in Software Defined Networking,” 4th International Conference on Electrical Engineering and Information and Communication Technology (iCEEiCT 2018, 13th -15th September), Military Institute of Science and Technology (MIST), Mirpur, Dhaka. (Waiting for Inclusion in IEEE Xplorer)

 

  1. Samrat Kumar Dey, Md. Mahbubur Rahman and Md. Raihan Uddin, ” Detection of Flow Based Anomaly in OpenFlow Controller: A Machine Learning Approach in Software Defined Networking,” 4th International Conference on Electrical Engineering and Information and Communication Technology (iCEEiCT 2018, 13th -15th September), Military Institute of Science and Technology (MIST), Mirpur, Dhaka. (Waiting for Inclusion in IEEE Xplorer)

 

  1. Samrat Kumar Dey, Mohd. Mesbaur Rahman and Md. Mahbubur Rahman, “Analyzing the Performance of Anomaly Detection Model in Software Defined Networking: Feature Selection Approach with Machine Learning Algorithm,” International Conference on Electrical, Electronics, Computers, Communication, Mechanical and Computing (EECCMC 2018, 28th – 29th January), Vellore District, Tamil Nadu, India. (Waiting for Inclusion in IEEE Xplorer)

 

  1. K. Dey, M. R. Uddin, K. M. Kabir and M. M. Rahman, “Enhancing the security of cloud computing: Genetic algorithm and QR code approach,” 2017 4th International Conference on Advances in Electrical Engineering (ICAEE), Dhaka, Bangladesh, 2017, pp. 181-186. doi: 10.1109/ICAEE.2017.8255350

 

  1. M. Neamul Islam and Md. Mahbubur Rahman, “Securing Virtual Machine Images of Cloud by Encryption through Kerberos”, In Proc. International Conferences For Convergence of Technology (I2CT 2017), (April 7-9, 2017).

 

  1. Niloy Roy, Md. Imtiaz Abedin, Sumaita Khan Sanila, Sadman Sakib Saumik, Shakil Ahmed,Wali Mohammad Abdullah , Md.Mahbubur Rahman, “Robotic Unit Model Proposal for Rescue and  Aiding: For Disasters in Bangladesh”, In Proc. International Conference On Mechanical Engineering And Applied Science (ICMEAS 2017), (Feb  22-23, 2017).

 

  1. Nure Alam Md. Risalat, Md.Tanvir Hasan, Md. Shahadat Hossain and Md. Mahbubur Rahman, “Advanced Real Time RFID Mutual Authentication Protocol Using Dynamically Updated Secret Value Through Encryption And Decryption Process””, In Proc. International Conference on Electrical, Computer and Communication Engineering (ECCE-2017), (Feb 16-18, 2017).

 

  1. Uttam Banik, Shaikh Muhammad Rizwan Ali and Md. Mahbubur Rahman, “Orbital Debris: Threat Analysis and Satellite Security Compliances”, In Proc. International Conferences For Convergence of Technology (I2CT 2017), (April 7-9, 2017).

 

  1. Mahbubur Rahman, “An Unsupervised Breast Ultrasound Image Segmentation Algorithm Using Local Histogram Features”, In Proc. International Conference on Medical Engineering, Health Informatics and Technology (MediTec 2016), (Dec 17-18, 2016).

 

  1. Zareen Tasneem, Farissa Tafannum, Maksuda Rahman Anti,  Wali Mohammad Abdullah and Md. Mahbubur Rahman, “A Modified Anti-Magic Graph Labeling for Middle Graph and Total Graph Related to Path”, In Proc. 19th International Conference on Computer and Information Technology (ICCIT) co-sponsored by IEEE, Bangladesh, (Dec, 18-20, 2016).

 

  1. Mahbubur Rahman and Md. Aktaruzzaman , “An improved position based power aware routing algorithm in mobile ad-hoc networks.  In Proc. 18th International Conference on Computer and Information Technology (ICCIT) (Dec, 21-23,  2015). (Best paper award).

 

  1. A. Ahsan Rajon and Md. Mahbubur Rahman, “On the Impact of Virtual Environment in Trust Building: E-Commerce Perspective”, In Proc. 16th International Conference on Computer and Information Technology (ICCIT’ 2013), pp. 224-229 (March 08-10, 2014).

 

  1. A. Ahsan Rajon and Md. Mahbubur Rahman, “Issues in Implementing Electronic Governance: Bangladesh Perspective”, In Proc. 15th International Conference on Computer and Information Technology (ICCIT’ 2012), pp. 345-353 (December 22-24).

 

  1. Abdullah Al Ahasan, SK Alamgir Hossain, Ahsan Ullah Siddiquee, Md. Mahbubur Rahman, “Obstacles invariant navigation of an autonomous robot based on GPS ”,  In Proc. 15th International Conference on Computer and Information Technology (ICCIT’ 2012), pp. 524-532  (Dec.  22-24,  2012).
  2. Md.Mahbubur Rahman: “An Unsupervised Natural image Segmentation Algorithm using Mean Histogram Features”, In Proc. 14th International Conference on Computer and Information Technology (ICCIT’ 2011),   pp. 577-582 (Dec. 22-24, 2011) (Best paper: Rank 2).

 

  1. Mahbubur Rahman, S. A. Ahsan Rajon: “An effective framework for implementing electronic governance in developing countries: Bangladesh perspective ”, In Proc. 14th International Conference on Computer and Information Technology (ICCIT’ 2011), pp. 360-365 (Dec.  23-25, 2011).

 

  1. Mahbubur Rahman: “An automatic color textured image segmentation algorithm using mean histogram features ”, In Proc.  6th International Conference on Electrical and Computer Engineering (ICECE’ 2010),  pp. 694-697 (Dec. 18-20, 2010).

 

  1. S. Rahman, S. Mondal, S.K. Ghosh, Md. Mahbubur Rahman: “A new approach of Extendable Multicast Routing Protocol in Mobile Ad Hoc Networks”, In Proc. 13th International Conference on Computer and Information Technology (ICCIT’ 2010), pp. 120-124 (Dec.  23-25, 2010).

 

  1. Mahbubur Rahman,  Smritikona Mondol, Gazi Shaheen Hossain and Anup Dey  “A Hybrid Jumping Gene Genetic  Algorithm  based Request Scheduling Approach in Multiple Destination Routing”,  In Proc.  International Conference on Information and Communication Technology (ICICT 2007), pp. 331-335 (Mar. 7-9, 2007).

 

  1. Mahbubur Rahman and Susumu Horiguchi: “An Unsupervised Texture Segmentation Algorithm Utilizing Multiple Texture Features”, In Proc. International Conference on Electronics, Computer and Communication (ICECC 2008), pp. 75-78 (July. 5-7, 2008).

 

  1. Mahbubur Rahman, Smritikona Mondol, Gazi Shaheen Hossain and Anup Dey  “A new Request Scheduling Approach  in Point-to-Mutipoint  Routing Using  A Hybrid Genetic Algorithm”,   In Proc. The 9th International Conference on Computer and Information Technology, (ICCIT 2006), (Dec. 21-23, 2006).

 

  1. Mahbubur Rahman, S.M. Humayun kabir, A.H.Mostofa  Kamal and Syed Md. Galib  “An Improved Rearrangement based Light-path restoration scheme in optical WDM Networks”,   In Proc. The 9th International Conference on Computer and Information Technology (ICCIT 2006), (Dec. 21-23, 2006).

 

  1. Mahbubur Rahman, Mushfeq-Us-Saleheen and Raihana Ferdous “Packet Loss Concealment for Voice Transmission  over IP    Networks-A New Approach”, In Proc. The 8th International Conference on Computer and Information Technology (ICCIT 2005), pp. 191-196 (Dec. 28-30, 2005).

 

  1. Mahbubur Rahman, Syed Md. Galib and Md. Hashem Uddin: “A New Rearrangement based Light-path restoration scheme in optical WDM Networks” In Proc. The 8th International Conference on Computer and Information Technology (ICCIT 2005), pp. 191-196 (Dec. 28-30, 2005).

 

  1. Mahbubur Rahman and Susumu Horiguchi: “An Ellipses Correspondence based Self-calibration Algorithm for Omnidirectional Sensors”,  In Proc. The 7th International Conference on Computer and Information Technology (ICCIT 2004), pp. 191-196 (Dec. 26-28, 2004).

 

  1. Aminul Islam, Md. Mahbubur Rahman, Md. Rashedul Islam, Nazmul Islam Bhuiyan and Bulbul Ahmad : “Person Identification Using Multi-biometrics”,  In Proc. The Third International Conference on Electrical and Computer Engineering, (ICECE 2004), pp.541-544 (Dec. 28-30, 2004).

 

  1. Mahbubur Rahman and Syed  Asfaqur  Rahman: “A System for Recognizing  Bangla Handwritten Characters Using Fuzzy Rules”,  In Proc. The Third International Conference on Electrical and Computer Engineering, (ICECE 2004), pp.553-556 (Dec. 28-30, 2004).

 

  1. Mahbubur Rahman, Susumu Horiguchi and Teruo Matsuzawa: “A Local Histogram Based Method for Panoramic Video Indexing”, In Proc. The 6th International Conference on Computer and Information Technology (ICCIT 2003), pp.606-611 (Dec. 19-21, 2003).

 

  1. Mahbubur Rahman and Susumu Horiguchi: “A Robust Approach to the Detection of Mobile Object in Omnidirectional Video”, In Proc. The Second International Conference on Electrical and Computer Engineering, (ICECE 2002), pp.406-409 (Dec. 26-28, 2002).

 

  1. Mahbubur Rahman and Susumu Horiguchi: “An Efficient Approach to Moving Object Invariant Video Mosaicing”, In Proc. The 5th International Conference on Computer and Information Technology (ICCIT 2002), pp.447-452 (Dec., 27-28, 2002).

 

  1. Mahbubur Rahman, Toru Abe and Susumu Horiguchi: “Indexing of Panoramic Images using Wavelet Transform and SOM”, In Proc. The World Multi-Conference on Systemics, Cybernatics and Informatics, pp.555-560 (July 22-25, 2001).

 

  1. Saiful Islam and Md. Mahbubur  Rahman: “Collision Avoidance Minimal Path Planning for Mobile Robots”, In Proc. Internatioanl Conference on Computer and Information Tchnology (ICCIT 2000), pp.231-234 (Jan. 25-26, 2001).

 

  1. Mahbubur Rahman : “An Object-oriented Client/server Architecture for Real-time Interactive Multimedia Applications over Internet”, In Proc.  Internatioanl Conference on Electrical and Computer Engineering (ICECE 2001), pp. 5-8 (Jan. 5-6, 2001).

 

  1. Rameshwar Debnath, Md. Mahbubur Rahman and Md. Mehedi Masud:  “A DCT approximation algorithm for  lossy image compression”, In Proc. International Conference on Robotics, Vision and Parallel Processing for Industrial Automation (ROVOIA 1999), pp. 409-414,  ( July 16-18,  1999).

 

  1. Khandker  Shahidul  Islam, Md. Mehedi Masud  and Md. Mahbubur Rahman : “A Heuristic Algoritm for  Printed Bangla Character  Recognition”  In Proc. International Conference on Robotics, Vision and Parallel Processing for Industrial Automation (ROVOIA 1999), pp.503-507 (July 16-18, 1999).

 

  1. Mahbubur Rahman and  M.A. Masum:  “Identifying optimum partitions of parallel operations in robotics assembly complexes with multiple manipulators”, In Proc. International conference on Robotics, vision and parallel processing for Industrial Automation (ROVPIA’96) , pp. 486-489,  ( Nov. 28-30,  1996).

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