Not Available
ram@ru.ac.bd
Assistant Professor, Department of Computer Science and Engineering, University of Rajshahi, Rajshahi-6205, Bangladesh.
MD. RASHED-AL-MAHFUZ
ASSISTANT PROFESSOR
Computer Science & Engineering
- Education Summary
- M.Sc. (Raj)
- Research Interest
- Brain Dynamics, Behavioral Neuroscience, Machine Learning, Spatial cognition, Social cognition, Spatial navigation, Deep learning
| Level | Institution | Year |
|---|---|---|
| Masters (M.Sc.) |
Department of Computer Science and Engineering, University of Rajshahi, Rajshahi, Bangladesh. | 2008 |
| Bachelor/Honors (B.Sc. (Hons)) |
Department of Computer Science and Engineering, University of Rajshahi, Rajshahi, Bangladesh. | 2007 |
Experience in Rajshahi University
| Duration | Organization/Institute | Position |
|---|---|---|
| 2015-08-28 to | Department of Computer Science and Engineering | ASSISTANT PROFESSOR |
| 2014-04-16 to 2015-08-28 | Department of Computer Science and Engineering | LECTURER |
Experience in other Organization/Institute
| Duration | Organization/Institute | Position |
|---|---|---|
| 2017-01-16 to 2018-06-20 | University of Houston, Texas, USA. | Research Assistant |
| 2017-01-16 to 2018-06-20 | University of Houston, Texas, USA | Teaching Assistant |
Journal
| 1. |
Md Rabiul Islam, Mohammad Ali Moni, Md Milon Islam, Md Rashed-Al-Mahfuz, Md Saiful Islam, Md Kamrul Hasan, Md Sabir Hossain, Mohiuddin Ahmad, Shahadat Uddin, AKM Azad, Salem A Alyami, Md Atiqur Rahman Ahad, Pietro Lio
"Emotion Recognition from EEG Signal Focusing on Deep Learning and Shallow Learning Techniques"
IEEE Access, vol. 9, pp. 94601-94624, 2021.
Published: June 2021
|
| 2. |
Biprodip Pal, Debashis Gupta, Md. Rashed-Al-Mahfuz, Salem A. Alyami, and Mohammad Ali Moni
"Vulnerability in Deep Transfer Learning Models to Adversarial Fast Gradient Sign Attack for COVID-19 Prediction from Chest Radiography Images"
Applied Sciences. 2021; 11(9):4233
Published: May 2021
|
| 3. |
Md. Rashed-Al-Mahfuz, Abedul Haque, Akm Azad, Salem A. Alyami, Julian M. W. Quinn, and Mohammad Ali Moni
"Clinically Applicable Machine Learning Approaches to Identify Attributes of Chronic Kidney Disease (CKD) for Use in Low-Cost Diagnostic Screening"
IEEE Journal of Translational Engineering in Health and Medicine ( Volume: 9)
Published: April 2021
|
| 4. |
Sakifa Aktar, Md Martuza Ahamad, Md Rashed-Al-Mahfuz, Akm Azad, Shahadat Uddin, AHM Kamal, Salem A Alyami, Ping-I Lin, Sheikh Mohammed Shariful Islam, Julian MW Quinn, Valsamma Eapen, Mohammad Ali Moni
"Machine Learning Approach to Predicting COVID-19 Disease Severity Based on Clinical Blood Test Data: Statistical Analysis and Model Development."
JMIR Medical Informatics, 2021.
Published: March 2021
|
| 5. |
Andrew Y. Paek, ..., Md Rashed-Al-Mahfuz et. al.
"A Roadmap towards Standards for Neurally Controlled End Effectors"
IEEE Open Journal of Engineering in Medicine and Biology, vol. 2, pp. 84-90, 2021
Published: February 2021
|
| 6. |
Rashed-Al-Mahfuz, M., Moni, M.A., Lio’, P. et al.
"Deep convolutional neural networks based ECG beats classification to diagnose cardiovascular conditions."
Biomedical Engineering Letters. (2021).
Published: February 2021
|
| 7. |
M. Rashed-Al-Mahfuz, M. A. Moni, S. Uddin, S. A. Alyami, M. A. Summers and V. Eapen
"A Deep Convolutional Neural Network Method to Detect Seizures and Characteristic Frequencies Using Epileptic Electroencephalogram (EEG) Data"
IEEE Journal of Translational Engineering in Health and Medicine, vol. 9, pp. 1-12, 2021, Art no. 2000112. doi: 10.1109/JTEHM.2021.3050925.
Published: January 2021
|
| 8. |
Md. Martuza Ahamad, Sakifa Aktar, Md. Rashed-Al-Mahfuz, Shahadat Uddin, Pietro Liò, Haoming Xu, Matthew A. Summers, Julian M.W. Quinn, Mohammad Ali Moni
"A machine learning model to identify early stage symptoms of SARS-Cov-2 infected patients"
Expert Systems with Applications
Volume 160, 113661
Published: June 2020
|
| 9. |
Mohammad Ali Moni ; M. Babul Islam ; Md Rezanur Rahman ; Md Rashed-Al-Mahfuz; Md Abdul Awal; Sheikh Mohammed Shariful Islam; Md. Nurul Haque Mollah; Julian M. W. Quinn
"Network-Based Computational Approach to Identify Delineating Common Cell Pathways Influencing Type 2 Diabetes and Diseases of Bone and Joints"
IEEE Access ( Volume: 8 ), Page(s): 1486 - 1497
Published: December 2019
|
| 10. |
Rashed-Al-Mahfuz M,, Islam MR, Hirose K, Molla MKI
"Artifact suppression and analysis of brain activities with electroencephalography signals."
, Neural Regen Res. 2013;8(16):1500-1513.
Published: June 2013
|
| 11. |
Md. Rabiul Islam, Md. Rashed-Al-Mahfuz, Shamim Ahmed, Md. Khademul
Islam Molla
"Multiband Prediction Model for Financial Time Series with Mul-
tivariate Empirical Mode Decomposition, Discrete Dynamics in Nature and
Society, Volume 2012 (2012), Article ID 593018, 21 pages."
Discrete Dynamics in Nature and
Society, Article ID 593018, 21 pages
Published: February 2012
|
| 12. |
Md. Rabiul Hoque, Md. Rashed-Al-Mahfuz
"A New Approach in Spatial
Filtering to Reduce Speckle Noise"
International Journal of Soft Computing
and Engineering (IJSCE), ISSN: 2231-2307, Volume-1, Issue-3
Published: July 2011
|
Conference
| 1. |
Md Rashed-Al-Mahfuz, Md. Robiul Hoque, Bimal Kumar Pramanik, Md. Ekramul Hamid, and Mohammad Ali Moni
"SVM Model for Feature Selection to Increase Accuracy and Reduce False Positive Rate in Falls Detection"
In the Proceedings of The International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2-2019), IEEE.
Published: July 2019
|
| 2. |
Akter, M.S.; Islam, M.R.; Rashed-Al-Mahfuz, M.; Molla, M.K.I.
"Speech
enhancement using spectral weighting with EMD-based post filtering Dec. 2013."
Advances
in Electrical Engineering (ICAEE), 2013 International Conference on , vol.,
no., pp.29,32, 19-21
Published: December 2013
|
Theory of StatisticsDescription Not Provided |
Linear AlgebraDescription Not Provided |
Upcoming Research Talks I will be presenting:
1.
Topics: Deep Learning and its application.
Date:
Place: