Comparative analysis of classification approaches for heart disease prediction SMM Hasan, MA Mamun, MP Uddin, MA Hossain 2018 International Conference on Computer, Communication, Chemical, Material …, 2018 | 71 | 2018 |
Prediction of liver disorders using machine learning algorithms: a comparative study MF Rabbi, SMM Hasan, AI Champa, M AsifZaman, MK Hasan 2020 2nd International Conference on Advanced Information and Communication …, 2020 | 37 | 2020 |
A machine learning framework for early-stage detection of autism spectrum disorders SMM Hasan, MP Uddin, M Al Mamun, MI Sharif, A Ulhaq, ... IEEE Access 11, 15038-15057, 2022 | 23 | 2022 |
A convolutional neural network model for early-stage detection of autism spectrum disorder MF Rabbi, SMM Hasan, AI Champa, MA Zaman 2021 international conference on information and communication technology …, 2021 | 22 | 2021 |
Tree-based classifier for hyperspectral image classification via hybrid technique of feature reduction AI Champa, MF Rabbi, SMM Hasan, A Zaman, MH Kabir 2021 International Conference on Information and Communication Technology …, 2021 | 10 | 2021 |
An effective diabetes prediction system using machine learning techniques SMM Hasan, MF Rabbi, AI Champa, MA Zaman 2020 2nd International Conference on Advanced Information and Communication …, 2020 | 10 | 2020 |
Hyperparameter-tuned machine learning models for complex medical datasets classification S Datta, SMM Hasan, M Mitu, MF Taraque, N Jannat, AH Efat 2023 International Conference on Electrical, Computer and Communication …, 2023 | 9 | 2023 |
A machine learning-based model for early stage detection of diabetes SMM Hasan, MF Rabbi, AI Champa, MA Zaman 2020 23rd International Conference on Computer and Information Technology …, 2020 | 8 | 2020 |
An explainable machine learning framework for multiple medical datasets classification M Mitu, SMM Hasan, AH Efat, MF Taraque, N Jannat, M Oishe 2023 International Conference on Next-Generation Computing, IoT and Machine …, 2023 | 7 | 2023 |
Early stage prediction of autism spectrum disorder: Analyzing different hyperparameter tuned machine learning classifier MF Taraque, SMM Hasan, N Jannat, AH Efat, M Mitu, S Datta, S Ferdous 2022 4th International Conference on Electrical, Computer …, 2022 | 7 | 2022 |
A comparative study of classification approaches for covid-19 prediction SMM Hasan, MF Rabbi, AI Champa, MA Zaman 2021 International Conference on Information and Communication Technology …, 2021 | 7 | 2021 |
Inquisition of the support vector machine classifier in association with hyper-parameter tuning: A disease prognostication model AH Efat, SMM Hasant, N Jannat, M Mitu, MF Taraque, S Ferdous, S Datta 2022 4th International Conference on Electrical, Computer …, 2022 | 6 | 2022 |
A convolutional neural network model for screening covid-19 patients based on ct scan images M Fazle Rabbi, SM Mahedy Hasan, AI Champa, M Rifat Hossain, ... Proceedings of the International Conference on Big Data, IoT, and Machine …, 2022 | 6 | 2022 |
Stacking ensemble technique for multiple medical datasets classification: A generalized prediction model N Jannat, SMM Hasan, AH Efat, MF Taraque, M Mitu, M Al Mamun, ... 2023 International Conference on Electrical, Computer and Communication …, 2023 | 5 | 2023 |
Improved diabetes prediction with reduced feature sets: Evaluating feature selection techniques in machine learning S Datta, SMM Hasan, MF Faruk, AY Srizon, MR Hossain, AH Efat, M Mitu 2023 International Conference on Information and Communication Technology …, 2023 | 4 | 2023 |
Efficient detection of crop leaf diseases: A lightweight convolutional neural network approach for enhanced agricultural productivity N Jannat, SMM Hasan, AY Srizon, M Oishe, AH Efat, MF Taraque, M Mitu, ... 2023 International Conference on Information and Communication Technology …, 2023 | 4 | 2023 |
A late fusion deep cnn model for the classification of brain tumors from multi-parametric mri images A Barai, MF Faruk, SM Shuvo, AY Srizon, SMM Hasan, A Sayeed 2023 International Conference on Next-Generation Computing, IoT and Machine …, 2023 | 3 | 2023 |
Recognition of leukemia sub-types using transfer learning and extraction of distinguishable features using an effective machine learning approach TI Sajon, M Chowdhury, AY Srizon, MF Faruk, SMM Hasan, A Sayeed, ... 2023 International Conference on Electrical, Computer and Communication …, 2023 | 3 | 2023 |
Hybrid technique for classification of hyperspectral image using quadratic mutual information AI Champa, SMM Hasan, MA Rahman, MF Rabbi 2020 IEEE Region 10 Symposium (TENSYMP), 933-936, 2020 | 3 | 2020 |
Post-pandemic sentiment analysis based on twitter data using deep learning MDSI Shopnil, SMM Hasan, MAY Srizon, MF Faruk 2022 25th International Conference on Computer and Information Technology …, 2022 | 2 | 2022 |