A Comprehensive Investigation of the Performances of Different Machine Learning Classifiers with SMOTE-ENN Oversampling Technique and Hyperparameter Optimization for Imbalanced … MMN al Scientific Programming 2022, 17, 2022 | 101* | 2022 |
A comprehensive analysis on detecting chronic kidney disease by employing machine learning algorithms MM Nishat, F Faisal, RR Dip, SM Nasrullah, R Ahsan, F Shikder, ... EAI Endorsed Transactions on Pervasive Health and Technology 7 (29), e1-e1, 2021 | 92 | 2021 |
Performance Evaluation and Comparative Analysis of Different Machine Learning Algorithms in Predicting Cardiovascular Disease MAAR Asif, MM Nishat, F Faisal, RR Dip, MH Udoy, MF Shikder, R Ahsan Engineering Letters 29 (2), 731-741, 2021 | 90 | 2021 |
Design and simulation of a dc-dc boost converter with pid controller for enhanced performance MF Adnan, MAM Oninda, MM Nishat, N Islam International Journal of Engineering Research & Technology (IJERT) 6 (09), 27-32, 2017 | 82 | 2017 |
Computer aided diagnosis of thyroid disease using machine learning algorithms MAAR Asif, MM Nishat, F Faisal, MF Shikder, MH Udoy, RR Dip, R Ahsan 2020 11th international conference on electrical and computer engineering …, 2020 | 60 | 2020 |
Detection of Parkinson's disease by employing boosting algorithms MM Nishat, T Hasan, SM Nasrullah, F Faisal, MAAR Asif, MA Hoque 2021 joint 10th international conference on informatics, electronics …, 2021 | 51 | 2021 |
Development of genetic algorithm (ga) based optimized PID controller for stability analysis of DC-DC buck converter MM Nishat, F Faisal, AJ Evan, MM Rahaman, MS Sifat, HMF Rabbi Journal of Power and Energy Engineering 8 (09), 8, 2020 | 46 | 2020 |
CNN-based deep learning approach for micro-crack detection of solar panels MR Rahman, S Tabassum, E Haque, MM Nishat, F Faisal, E Hossain 2021 3rd International Conference on Sustainable Technologies for Industry 4 …, 2021 | 45 | 2021 |
Performance investigation of different boosting algorithms in predicting chronic kidney disease MM Nishat, F Faisal, RR Dip, MF Shikder, R Ahsan, MAAR Asif, MH Udoy 2020 2nd International Conference on Sustainable Technologies for Industry 4 …, 2020 | 43 | 2020 |
Early risk prediction of cervical cancer: A machine learning approach IJ Ratul, A Al-Monsur, B Tabassum, AM Ar-Rafi, MM Nishat, F Faisal 2022 19th International Conference on Electrical Engineering/Electronics …, 2022 | 42 | 2022 |
AZO-coated plasmonic PCF nanosensor for blood constituent detection in near-infrared and visible spectrum MR Islam, ANM Iftekher, F Noor, MRH Khan, MT Reza, MM Nishat Applied Physics A 128 (1), 86, 2022 | 41 | 2022 |
Chimp optimization algorithm in multilevel image thresholding and image clustering ZK Eisham, MM Haque, MS Rahman, MM Nishat, F Faisal, MR Islam Evolving Systems 14 (4), 605-648, 2023 | 40 | 2023 |
Detection of autism spectrum disorder by discriminant analysis algorithm MM Nishat, F Faisal, T Hasan, SM Nasrullah, AH Bristy, ... Proceedings of the International Conference on Big Data, IoT, and Machine …, 2022 | 39 | 2022 |
Covid-19 and its impact on school closures: a predictive analysis using machine learning algorithms F Faisal, MM Nishat, MA Mahbub, MMI Shawon, MMUH Alvi 2021 International Conference on Science & Contemporary Technologies (ICSCT …, 2021 | 38 | 2021 |
Detection of mental state from EEG signal data: an investigation with machine learning classifiers AA Rahman, MI Siraji, LI Khalid, F Faisal, MM Nishat, MR Islam 2022 14th International Conference on Knowledge and Smart Technology (KST …, 2022 | 37 | 2022 |
Modeling, simulation and performance analysis of SEPIC converter using hysteresis current control and PI control method MM Nishat, MAM Oninda, F Faisal, MA Hoque 2018 International Conference on Innovations in Science, Engineering and …, 2018 | 37 | 2018 |
Perceived stress analysis of undergraduate students during COVID-19: a machine learning approach AA Rahman, MI Siraji, LI Khalid, F Faisal, MM Nishat, A Ahmed, ... 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON), 1129-1134, 2022 | 35 | 2022 |
Performance Assessment of Different Machine Learning Algorithms in Predicting Diabetes Mellitus MM Nishat, F Faisal, MA Mahbub, MH Mahbub, S Islam, MA Hoque Bioscience Biotechnology Research Communications 14 (1), 74-82, 2021 | 35 | 2021 |
An Investigation for Enhancing Registration Performance with Brain Atlas by Novel Image Inpainting Technique using Dice and Jaccard Score on Multiple Sclerosis (MS) Tissue F Faisal, MM Nishat Biomedical and Pharmacology Journal 12 (3), 1249-1262, 2019 | 35 | 2019 |
An investigative approach to employ support vector classifier as a potential detector of brain cancer from MRI dataset MM Nishat, F Faisal, T Hasan, MFB Karim, Z Islam, MRK Shagor 2021 International Conference on Electronics, Communications and Information …, 2021 | 34 | 2021 |