Contact Information
3rd Floor, Faculty of Electrical & Computer Engineering (FECE) Tower – 3, MIST.
Mirpur Cantonment, Dhaka-1216, Bangladesh
Research Area
Computer Networks, Image Processing, Pattern Recognition
Research Interest
Image Processing, Network Security, Pattern Recognition, Health Informatics, AI and Machine Learning, Data Analytics, 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
AWARD/ HONOURS
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Distinguished student award in Doctoral study
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Best paper award: ICCIT conference (two times, 2011, 2015)
Scholarships
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Monbukagakusho Scholarship for Doctoral Study from October 2000 to March 2004
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AIT Scholarship for Masters's study from May 1997 to December 1998
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Board Scholarship for S.S.C and H.S.C.
Selected Publications
Refereed Journals
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Rahman, Md Mahbubur, Dipanjali Kundu, Sayma Alam Suha, Umme Raihan Siddiqi, and Samrat Kumar Dey, "Hospital patients' length of stay prediction: A federated learning approach," Accepted for publication in Journal of King Saud University-Computer and Information Sciences (2022).
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Dey SK, Rahman MM, Shibly KH, Siddiqi UR, Howlader A. Epidemic trend analysis of SARS‐CoV‐2 in South Asian Association for Regional Cooperation countries using a modified susceptible‐infected‐recovered predictive model. Engineering Reports. 2022:e12550.
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Dey, Samrat Kumar, Md Mahbubur Rahman, Arpita Howlader, Umme Raihan Siddiqi, Khandaker Mohammad Mohi Uddin, Rownak Borhan, and Elias Ur Rahman. "Prediction of dengue incidents using hospitalized patients, metrological and socio-economic data in Bangladesh: A machine learning approach." PloS one 17, no. 7 (2022): e0270933.
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Zaman, Akib, Mohammad Shahjahan Majib, Shoeb Ahmed Tanjim, Shah Md Ahasan Siddique, Fardeen Ashraf, Shafayetul Islam, Abu Hena Md Maruf Morshed et al. "Phoenix: Towards Designing and Developing a Human Assistant Rover." IEEE Access, 10 (2022): 50728-50754.
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Md. Mahbubur rahman and others, “ Analyzing the Global Impact of COVID-19 Vaccination Progress: Insight from an Exploratory data analysis “ Human Vaccines & Immunotherapeutics, 2022, DOI: 10.1080/21645515.2021.2025009
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Mohammad Shahjahan Majib , Md. Mahbubur Rahman, T. M. Shahriar sazzad1 , Nafiz Imtiaz Khan , and Samrat Kumar Dey, “VGG-SCNet: A VGG Net-Based Deep Learning Framework for Brain Tumor Detection on MRI Images”, IEEE Access, 2021, DOI: 10.1109/ACCESS.2021.3105874
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Mamun Elahi, Md. Mahbubur Rahman, Mohammad Mahfuzul Islam, “An efficient authentication scheme for secured service provisioning in edge-enabled vehicular cloud networks towards sustainable smart cities”, Sustainable Cities and Society, Volume 76, January 2022, 1033842022, DOI: https://doi.org/10.1016/j.scs.2021.103384
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Md. Mahbubur Rahman and Akhteruzzaman, “ Automated Reasoning of Vehicle Brake force: A Fuzzy Inference System Model” International Journal of Reasoning Based Intelligent Systems, Vol. X, no. Y4, pp. 000-000, Scopus Indexed
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Samrat K Dey, Md. Mahbubur Rahman, Umme R. Siddiqi Arpita Howlader. “Analyzing the epidemiological outbreak of COVID‐19: A visual exploratory data analysis approach, Journal of Medical Virology, (Mar. 2020).
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Samrat Kumar Dey, Md. Mahbubur Rahman, Umme Raihan Siddiqi, Arpita Howlader, Exploring Epidemiological Behavior of Novel Coronavirus (COVID-19) Outbreak in Bangladesh, SN Comprehensive Clinical Medicine, 10.1007/s42399-020-00477-9, (Aug. 2020).
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Kabid Hassan Shibly, Samrat KumarDey, Md Tahzib-Islam, Md Mahbubur Rahman, “ COVID faster R–CNN: A novel framework to Diagnose Novel Coronavirus Disease (COVID-19) in X-Ray images” Elsevier Informatics in Medicine Unlocked, Volume 20, 100405 (July 2020).
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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).
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M. Akhtaruzzaman, S. M. Sadakatul Bari, Syed Akhter Hossain, Md. Mahbubur Rahman, “Link Budget Analysis in Designing a Web-application Tool for Military X-Band Satellite Communication” MIST International Journal of Science and Technology (MIJST), Vol 8 (June, 2020).
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Md. 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)
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Md. Mahbubur Rahman: “Unsupervised Natural Image Segmentation Using Mean Histogram Features”, Journal of Multimedia, Vol. 7, Issue. 5, pp. 332-340 (Oct., 2012).
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Md. 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).
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Md. Mahbubur Rahman, S. A. Ahsan Rajon: " Energy Efficient Routing in Wireless Sensor Network ", IJCIT, Vol 3, Issue 1, pp. 20-29, (July, 2012).
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S. 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).
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Md. 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).
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Md. 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).
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Md.Mahbubur Rahman and Susumu Horiguchi: “A Scalable Object-oriented Client/Server Architecture for Interactive Multimedia Applications over the Internet”, IJCIM, Vol.13 No.3, pp.1-10 ( Dec. 2005).
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Md. 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).
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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).
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Md. 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
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Md. Mahbubur Rahman, Shahir Jawad, M.M . Rushadul Mannan, Aungshu Bikask Mondal, Mostafizur Rahman, ” An approach towards Bengali video captioning, ” AICTE Sponsored International Conference on Artificial Intelligence and Machine Learning (IAIM-2022) in association with IEI will be held at Sathyabama Institute of Science and Technology (Deemed to be University), Chennai, India, 27th to 29th January 2022.
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Md. Mahbubur Rahman, “Network Intrusion detection using UNSW_NB15 dataset: Stacking Machine learning based approach,”2nd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE 2022), Department of EEE, DUET, Dhaka, 24-26 January, 2022.
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Md. Mahbubur Rahman, “ Exploring Word2Vec Embedding for Sentiment Analysis of Bangla Raw and Randomized Text,” 3rd International Conference on Data Science and Applications, Jadavpur University, Kolkata, India, 26-27 march 2022.
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Mohammad Mamun Elahi, Md. Mahbubur Rahman, Mohammad Mahfuzul Islam “RSU-aided Mobility-aware Dynamic Resource Allocation for Vehicular Cloud Services,” In Proceedings of International Conference on Software Engineering & Computer Systems and International Conference on Computational Science and Information Management (ICSECS-ICOCSIM), 24-26 August 2021, Universiti Malaysia, Phang, Malaysia.
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Md. Sohel Rana, Md. Mahbubur Rahman, Md. Shoaib Akther, “Securing Multimedia Content Using Watermark and Digital Signature,” In Proceedings of 6th International Conference on Communication and Electronics Systems (ICCES), 8-10 July 2021, PPG Institute of Technology, Tamil Nadu, India.
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Sharmin Sultana Sharmee, Sadia Nowshin, Md. Mahbubur Rahman, Musfiqur Sazal, “Functional Modification of Advanced Encryption Standard Algorithm by Perturbing the Diffusion and Confusion Properties”. In Proceedings of 5th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 18-20 November 2021, Military Institute of Science and Technology (MIST), Dhaka-1216, Bangladesh.
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Sifat Bin Zaman, Noshin Tasnim, Nusrat Jahan, Md. Mahbubur Rahman, Samrat Kumar Dey” An Ensemble Machine Learning Model for Detecting Fraudulent Banking Transaction, In Proceedings of International Conference on 4th Industrial Revolution and Beyond (IC4IR), 10-11 December 2021, Dhaka, Bangladesh.
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Samrat Kumar Dey, Kabid Hasan Shibly, Lubana Akter, Dola Saha, Mshura Akter, Md. Mahbubur Rahman, “DeshiFoodBD: Development of a Bangladeshi Traditional Food Image Dataset and Recognition Model Using Inception v3, ” In Proceedings of International Conference on Machine Intelligence and Data Science Application (MIDAS 2021) December 26-27, 2021, Department of Computer Science and Engineering, Comilla University, Cumilla, Bangladesh.
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Md. Saidur Rahman, Md. Golam Robiul Alam, Md. Mahbubur Rahman, “Deep Learning-based Predictive Caching in the Edge of a Network”, The 34th International Conference on Information Networking (ICOIN 2020) Barcelona, Spain, January 7-10, 2020.
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Md. 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
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Samrat Kumar Dey, Md. Mahbubur Rahman, “An Embedded Model to Mitigate Car Parking Problems Using IoT Technology”, ICASERT 2019, 3-5 May 2019.
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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.
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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.
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Md. 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.
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Md. 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.
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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)
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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)
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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)
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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)
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S. 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
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S. 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).
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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).
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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).
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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).
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Md. 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).
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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).
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Md. 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).
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S. 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).
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S. 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).
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Md. 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).
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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).
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Md. 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).
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Md. 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).
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M.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).
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Md. 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).
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Md. 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).
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Md. Mahbubur Rahman, Smritikona Mondol, Gazi Shaheen Hossain and Anup Dey “A new Request Scheduling Approach in Point-to-Multipoint Routing Using A Hybrid Genetic Algorithm”, In Proc. The 9th International Conference on Computer and Information Technology, (ICCIT 2006), (Dec. 21-23, 2006).
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Md. 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).
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Md. 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).
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Md. 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).
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Md. 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).
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Md. 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).
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Md. 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).
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Md. 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).
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Md. 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).
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Md. 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).
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Md. Mahbubur Rahman, Toru Abe and Susumu Horiguchi: “Indexing of Panoramic Images using Wavelet Transform and SOM”, In Proc. The World Multi-Conference on Systemics, Cybernetics, and Informatics, pp.555-560 (July 22-25, 2001).
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Md. Saiful Islam and Md. Mahbubur Rahman: “Collision Avoidance Minimal Path Planning for Mobile Robots”, In Proc. International Conference on Computer and Information Technology (ICCIT 2000), pp.231-234 (Jan. 25-26, 2001).
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Md. Mahbubur Rahman: “An Object-oriented Client/Server Architecture for Real-time Interactive Multimedia Applications over the Internet”, In Proc. International Conference on Electrical and Computer Engineering (ICECE 2001), pp. 5-8 (Jan. 5-6, 2001).
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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).
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Khandker Shahidul Islam, Md. Mehedi Masud and Md. Mahbubur Rahman: “A Heuristic Algorithm 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).
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Md. 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).