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Mahmudul Hasan
Mahmudul Hasan
PhD Researcher, Deakin University, Melbourne, Victoria, Australia
Verified email at deakin.edu.au
Title
Cited by
Cited by
Year
Deep learning-based exchange rate prediction during the COVID-19 pandemic
MZ Abedin, M Hasan, MK Hassan, P Hajek
Annals of Operations Research, 1-52, 2021
812021
Effect of imbalance data handling techniques to improve the accuracy of heart disease prediction using machine learning and deep learning
MA Sahid, M Hasan, N Akter, MMR Tareq
2022 IEEE Region 10 Symposium (TENSYMP), 1-6, 2022
172022
Maize Diseases Image Identification and Classification by Combining CNN with Bi-Directional Long Short-Term Memory Model
MJ Hasan, MS Alom, UF Dina, M Hasan
2020 IEEE Region 10 Symposium (TENSYMP), 1804-1807, 2020
132020
Foreign Currency Exchange Rate Prediction Using Long Short-Term Memory, Support Vector Regression and Random Forest Regression
MF Rabbi, M Hasan, FT Dhonno, A Sultana, MZ Abedin
Financial Data Analytics: Theory and Application, 251-267, 2022
102022
Foreign currency exchange rate prediction using bidirectional long short term memory
RK Datta, SW Sajid, M Hasan, MZ Abedin
The Big Data-Driven Digital Economy: Artificial and Computational …, 2021
102021
Model development for predicting the crude oil price: Comparative evaluation of ensemble and machine learning methods
M Hasan, U Das, RK Datta, MZ Abedin
Novel financial applications of machine learning and deep learning …, 2023
72023
The Impact of Data Balancing on the Classifier's Performance in Predicting Cesarean Childbirth
M Hasan, MM Islam, SW Sajid, MM Hassan
2022 4th International Conference on Electrical, Computer …, 2022
72022
An ensemble LGBM (light gradient boosting machine) approach for crude oil price prediction
SW Sajid, M Hasan, MF Rabbi, MZ Abedin
Novel Financial Applications of Machine Learning and Deep Learning …, 2023
62023
Ensemble Based Machine Learning Model for Early Detection of Mother's Delivery Mode
M Hasan, MJ Zobair, S Akter, M Ashef, N Akter, NB Sadia
2023 International Conference on Electrical, Computer and Communication …, 2023
62023
Ensemble machine learning-based recommendation system for effective prediction of suitable agricultural crop cultivation
M Hasan, MA Marjan, MP Uddin, M Ibn Afjal, S Kadry, S Ma, Y Nam
Frontiers in Plant Science 14, 1234555, 2023
52023
A Cryptographic Algorithm Based on ASCII and Number System Conversions along with a Cyclic Mathematical Function
M Hasan, MP Uddin, MI Afjal, M Al Mamun, MA Marjan, M Nitu
2019 International Conference on Computer, Communication, Chemical …, 2019
52019
Cervical cancer classification using machine learning with feature importance and model explainability
M Hasan, P Roy, AM Nitu
2022 4th International Conference on Electrical, Computer …, 2022
42022
Mapping Character Position Based Cryptographic algorithm with Numerical Conversions
M Hasan, AKMTI Tanim, MZ Shoykot, MN Sultan, UAME Ali, E Ali
International Journal of Computer Science and Software Engineering 9 (3), 56-59, 2020
32020
Cesarean Section Classification using Machine Learning with Feature Selection, Data Balancing and Explainability
N Sultan, M Hasan, MF Wahid, H Saha, A Habib
IEEE Access, 2023
22023
Masked face recognition system using extended vgg-19
MA Marjan, M Hasan, MZ Islam, MP Uddin, MI Afjal
2022 4th International Conference on Electrical, Computer …, 2022
22022
A blending ensemble learning model for crude oil price forecasting
M Hasan, MZ Abedin, P Hajek, K Coussement, MN Sultan, B Lucey
Annals of Operations Research, 1-31, 2024
12024
On the Selection of Suitable Dimensionality Reduction and Data Balancing Techniques to Classify DarkNet Access on CICDarknet2020
M Hasan, A Islam, A Sohag
Cyber Security and Business Intelligence, 154-173, 2023
12023
An Explainable AI-Driven Machine Learning Framework for Cybersecurity Anomaly Detection
MM Hassan, MF Abrar, M Hasan
Cyber Security and Business Intelligence, 197-219, 2023
12023
A novel data balancing technique via resampling majority and minority classes toward effective classification
M Hasan, MF Rabbi, MN Sultan, AM Nitu, MP Uddin
TELKOMNIKA (Telecommunication Computing Electronics and Control) 21 (6 …, 2023
12023
Investigating corporate environmental risk disclosure using machine learning algorithm
MM Uddin, MM Rashid, M Hasan, MA Hossain, Y Fang
Sustainability 14 (16), 10316, 2022
12022
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Articles 1–20