Professor
Mohammad Shoyaib
Institute of Information Technology
Institutes
| Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
|---|---|---|---|---|
| Ph.D. | Computer Engineering | Kyung Hee University | South Korea | 2012 |
| Title | Organization | Location | From Date | To Date | |
|---|---|---|---|---|---|
| No experience is found | |||||
Research Interest
| Subject | Description | Research Interest (Goal, Target Indicator) |
|---|---|---|
| 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 | Expire Year |
|---|---|---|---|---|
| No Collaboration & Membership 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 |
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
.
|
| 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 |
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
.
|
| 6 |
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
.
|
| 7 |
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
.
|
| 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 |
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
.
|
| 2 |
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
.
|
| 3 |
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
.
|
| 4 |
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
.
|
| 5 |
Sadia Sharmin, Md Rifat Arefin, M. Abdullah-Al Wadud, Naushin Nower and Mohammad Shoyaib "SAL: An effective method for Software Defect Prediction."
2015
.
|
| 6 |
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
.
|
| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| No award information is found | ||||
Name & designation
Mohammad Shoyaib
Professor
Department
Institute of Information Technology Institutes
Email
shoyaib@du.ac.bd
Phone
not available