F M Javed Mehedi Shamrat

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Pronab GhoshGraduate Research Assistant, Lakehead University, Ontario, Canada.Verified email at lakeheadu.ca
Asif Karim, PhDLecturer (Discipline of IT) - Charles Darwin University, AustraliaVerified email at cdu.edu.au
Sami AzamProfessor, Charles Darwin UniversityVerified email at cdu.edu.au
Dr. Imran MahmudAssociate Professor, Daffodil International UniversityVerified email at daffodilvarsity.edu.bd
Friso De BoerCharles Darwin UniversityVerified email at cdu.edu.au
Shahana ShultanaGraduate Teaching Assistant, Department of Computer Science, George Mason UniversityVerified email at gmu.edu
K. Ahmed, SMIEEEDept. of ECE, University of Saskatchewan, Canada; Associate Professor, Dept. of ICT, MBSTU, BDVerified email at mbstu.ac.bd
Mirjam JonkmanCharles Darwin UniversityVerified email at cdu.edu.au
Rumesh Ranjan (PhD)Punjab Agricultural UniversityVerified email at pau.edu
Anup MajumderAssistant Professor of CSE, Jahangirnagar UniversityVerified email at juniv.edu
Francis Minhthang BuiAssociate Professor, ECE Department, University of SaskatchewanVerified email at usask.ca
Saima AfrinPhD Student at The College of William and MaryVerified email at wm.edu
Dr. Eva IgnatiousLecturer in Charles Darwin University (PhD in Electronics/Electrical/Biomedical Engineering)Verified email at cdu.edu.au
NUSRAT JAHANAssistant Professor, Dept. of Information Technology & Management, Daffodil International UniversityVerified email at diu.edu.bd
SHAIKH MUHAMMAD ALLAYEARAssociate Professor of Software Engineering, Daffodil International UniversityVerified email at diu.edu.bd
Rozina AkterAssistant Professor at Business Administration,Daffodil International UniversityVerified email at daffodilvarsity.edu.bd
M. Zahid HasanEugene Higgins Professor of Physics, Princeton University; Investigator, Lawrence Berkeley LabVerified email at princeton.edu
Dr. Md. Asraf AliProfessor, American International University - BangladeshVerified email at aiub.edu
Nasim Ahmed Ph.D., CEng, SMIEEE,...Lecturer, School of Computer Science, The University of SydneyVerified email at sydney.edu.au
Md Fahad Bin ZamalAssistant Professor, Department of Software Engineering, Daffodil International UniversityVerified email at diu.edu.bd

F M Javed Mehedi Shamrat

Master of Computer Science, University of Malaya, Kuala Lumpur, Malaysia

Verified email at siswa.um.edu.my - Homepage

Data Science Machine Learning Artificial Intelligence Bioinformatics Image Processing


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Efficient prediction of cardiovascular disease using machine learning algorithms with relief and LASSO feature selection techniques P Ghosh, S Azam, M Jonkman, A Karim, FMJM Shamrat, E Ignatious, ... IEEE Access 9, 19304-19326, 2021	346	2021
Sentiment analysis on twitter tweets about COVID-19 vaccines using NLP and supervised KNN classification algorithm F Shamrat, S Chakraborty, MM Imran, JN Muna, MM Billah, P Das, ... Indonesian Journal of Electrical Engineering and Computer Science 23 (1 …, 2021	121	2021
COVID-19 Detection Using Deep Learning Algorithm on Chest X-ray Images S Akter, FMJM Shamrat, S Chakraborty, A Karim, S Azam Biology 10 (11), 2021	108	2021
Optimization of prediction method of chronic kidney disease using machine learning algorithm P Ghosh, FMJM Shamrat, S Shultana, S Afrin, AA Anjum, AA Khan 2020 15th international joint symposium on artificial intelligence and …, 2020	72	2020
Implementation of an intelligent online job portal using machine learning algorithms Z Tasnim, FM Javed Mehedi Shamrat, SM Allayear, K Ahmed, NI Nobel Emerging Technologies in Data Mining and Information Security: Proceedings …, 2021	63*	2021
An analysis on breast disease prediction using machine learning approaches FMJM Shamrat, MA Raihan, AKMS Rahman, I Mahmud, R Akter International Journal of Scientific & Technology Research 9 (02), 2450-2455, 2020	57	2020
Comparative Analysis to identify the best Classifier for Parkinson Prediction FMJM Shamrat, SK Bhowmik, Z Sultana, A Hossain, M Amina, S Thapa 2nd International Conference on Smart Electronics and Communication (ICOSEC …, 2021	56*	2021
LungNet22: a fine-tuned model for multiclass classification and prediction of lung disease using X-ray images FMJM Shamrat, S Azam, A Karim, R Islam, Z Tasnim, P Ghosh, F De Boer Journal of Personalized Medicine 12 (5), 680, 2022	55	2022
High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images FMJM Shamrat, S Azam, A Karim, K Ahmed, FM Bui, F De Boer Computers in Biology and Medicine 155, 106646, 2023	54	2023
Implementation of deep learning methods to identify rotten fruits S Chakraborty, FMJM Shamrat, MM Billah, M Al Jubair, M Alauddin, ... 2021 5th international conference on trends in electronics and informatics …, 2021	53	2021
Deep Learning Predictive Model for Colon Cancer Patient using CNN-based Classification Z Tasnim, FMJM Shamrat, MM Billah, S Chakraborty, AN Chowdhury, ... International Journal of Advanced Computer Science and Applications (IJACSA …, 2021	53	2021
Implementation of machine learning algorithms to detect the prognosis rate of kidney disease FMJM Shamrat, P Ghosh, MH Sadek, MA Kazi, S Shultana 2020 IEEE International Conference for Innovation in Technology (INOCON), 1-7, 2020	53	2020
Face Mask Detection using Convolutional Neural Network (CNN) to reduce the spread of Covid-19 FMJM Shamrat, MM Billah, MS Islam, S Chakraborty, M Al Jubair, ... 2021 5th International Conference on Trends in Electronics and Informatics …, 2021	47	2021
AlzheimerNet: An effective deep learning based proposition for alzheimer’s disease stages classification from functional brain changes in magnetic resonance images FMJM Shamrat, S Akter, S Azam, A Karim, P Ghosh, Z Tasnim, KM Hasib, ... IEEE Access 11, 16376-16395, 2023	40	2023
Personalization of job circular announcement to applicants using decision tree classification algorithm FMJM Shamrat, Z Tasnim, P Ghosh, A Majumder, MZ Hasan 2020 IEEE International Conference for Innovation in Technology (INOCON), 1-5, 2020	39*	2020
Supervised machine learning based liver disease prediction approach with LASSO feature selection S Afrin, FMJM Shamrat, TI Nibir, MF Muntasim, MS Moharram, MM Imran, ... Bulletin of Electrical Engineering and Informatics 10 (6), 3369-3376, 2021	37*	2021
A web based application for agriculture:“Smart Farming System F Shamrat, M Asaduzzaman, P Ghosh, MD Sultan, Z Tasnim International Journal of Emerging Trends in Engineering Research 8 (06), 2020	37	2020
Performance evaluation among id3, c4. 5, and cart decision tree algorithm FM Javed Mehedi Shamrat, R Ranjan, KM Hasib, A Yadav, AH Siddique Pervasive Computing and Social Networking: Proceedings of ICPCSN 2021, 127-142, 2022	36*	2022
The impact of software fault prediction in real-world application: an automated approach for software engineering MR Ahmed, MA Ali, N Ahmed, MFB Zamal, FMJM Shamrat Proceedings of 2020 6th International Conference on Computing and Data …, 2020	28	2020
Bangla numerical sign language recognition using convolutional neural networks FJM Shamrat, S Chakraborty, MM Billah, M Kabir, NS Shadin, S Sanjana Indonesian Journal of Electrical Engineering and Computer Science 23 (1 …, 2021	27	2021

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