Profile of Mohammad Shoyaib

Profile of Mohammad Shoyaib

Mohammad Shoyaib
Professor
Institute of Information Technology
Institutes
Email: shoyaib@du.ac.bd
Phone: not available
Image of Mohammad Shoyaib
Degree Name Group/Major Subject Board/Institute Country Passing Year
Ph.D. Computer Engineering Kyung Hee University South Korea 2012
Award Type Award Title Year Country Description
No award information is found
Research Interest
Subject Description
Machine Learning
Computer vision
Software Engineering
Project/Research Supervision
Level of Study Title Supervisor Co-Supervisor(s) Name of Student(s) Area of Research Current Completion
Masters A NEW BELIEF BASED EVIDENTIAL CLASSIFICATION APPROACH FOR IMBALANCED DATA MD. EUSHA KADIR

Machine Learning

2019
Masters An evidential Inter-node Hellinger distance based Tree Classifier Pritom Saha Akash

Machine Learning

2018
Masters Joint Feature Selection And Discretization based On Mutual Information Sadia Sharmin

Machine Learning

2017
Masters Designing Feature Descriptor for Image Classification Md. Mostafijur Rahman

Computer vision

2016
Masters BLASTAssemb: An Approach to Construct Genetic Elements using BLAST Tasnim Rahman

Bioinformatics and Machine Learning

2015
Masters Dark Image Enhancement By Locally Transformed Histogram Khalid Hussain Computer vision 2014
Masters Face Verification with Fully Dynamic Size Blocks Based On Landmark Detection Mohammad Ibrahim Computer vision 2014
Project/Research Work
Subject Project Name Source of Fund From Date To Date Collaboration
No project/research work is found
Invited Talk
SL Invited Talk
No invited talk is found
SL Collaboration & Membership Name Type Membership Year Membership Expire Year
No Collaboration & Membership is found
Title Organization Location From Date To Date Description
No experience is found
Journal Article
1
Sadia Sharmin, Amin Ahsan Ali, Muhammad Asif Hossain Khan, Mohammad Shoyaib and Oksam Chae : Simultaneous Feature Selection and Discretization based on Mutual Information, Pattern Recognition, (impact factor:3.962) 2019 .
2
Hussain, K, Rahman, S., Rahman, M. M., Khaled, S. M., Abdullah-Al Wadud, M, Khan, M. A. H. and Shoyaib, M : A histogram specification technique for dark image enhancement using a local transformation method, IPSJ Transactions on Computer Vision and Applications, 2018 .
3
Iqbal, M. T. B., Shoyaib, M., Ryu, B., Abdullah-Al-Wadud, M. and Chae, O. : Directional Age-Primitive Pattern (DAPP) for Human Age Group Recognition and Age Estimation, IEEE Transactions on Information Forensics and Security, (impact factor:4.332) vol.12, no.11 pp.2505 - 2517, 2017 .
4
Rahman, M. M., Rahman, S., Rahman, R., Hossain, B. M. and Shoyaib, M. : DTCTH: a discriminative local pattern descriptor for image classification. EURASIP Journal on Image and Video Processing, EURASIP Journal on Image and Video Processing, (impact factor:1.742) 2017 .
5
Rahman , Md Mostafijur, Shanto Rahman and Mohammad Shoyaib : a multi-channel complementary census transform for image classification, Signal, Image and Video Processing, (impact factor:1.102) 2017 .
6
Tasnim Rahman, Hasnain Heickal, Shamira Tabrejee, Md. Miraj Kobad Chowdhury, Sheikh Muhammad Sarwar and Mohammad Shoyaib : SeqDev: An algorithm for constructing genetic elements using comparative assembly, Plant Tissue Cult. & Biotech, pp.105-121, 2016 .
7
Shanto Rahman, Md. Mostafijur Rahman, M. Abdullah-Al Wadud, Golam Dastegir Al-Quaderi and Mohammad Shoyaib : An Adaptive Gamma Correction for Image Enhancement, EURASIP Journal on Image and Video Processing, (impact factor:1.742) 2016 .
8
Dey, Emon Kumar, Md Nurul Ahad Tawhid and Mohammad Shoyaib : An Automated System for Garment Texture Design Class Identification., Computers, pp.265-282, 2015 .
9
Shoyaib,Mohammad, Mohammad Abdullah-Al Wadud and Oksam Chae : A skin detection approach based on the Dempster–Shafer theory of evidence, International Journal of Approximate Reasoning, (impact factor:1.982) 2012 .
Conference Proceedings
1
M.E. Kadir, P.S. Akash, S. Sharmin, A.A. Ali and M. Shoyaib "A Proximity Weighted Evidential k Nearest Neighbor Classifier for Imbalanced Data." Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) Singapore: 2020 .
2
P. Roy, S. Sharmin, A.A. Ali and M. Shoyaib "Discretization and Feature Selection Based on Bias Corrected Mutual Information Considering High-Order Dependencies." Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) Singapore: 2020 .
3
Pritom Saha Akash, Md. Eusha Kadir, Amin Ahsan Al, Md. Nurul Ahad Tawhid and Mohammad Shoyaib "Introducing Confidence as a Weight in Random Forest." 2019 International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST) 2019 .
4
Pritom Saha Akash, Md. Eusha Kadir, Amin Ahsan Ali and Mohammad Shoyaib "Inter-node Hellinger distance based Decision tree." International Joint Conference on Artificial Intelligence (IJCAI 2019) 2019 .
5
Md. Mostafijur Rahman, Shanto Rahman, Minhas Kamal, M. Abdullah-Al-Wadud, Emon Kumar Dey and Mohammad Shoyaib "Noise adaptive binary pattern for face image analysis." 2015 .
6
Sadia Sharmin, Md Rifat Arefin, M. Abdullah-Al Wadud, Naushin Nower and Mohammad Shoyaib "SAL: An effective method for Software Defect Prediction." 2015 .
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