RUET-Rajshahi University of Engineering & Technology.

Book Chapters (1)

1. Md. Jahanur Rahman and Md. Al Mehedi Hasan; "Performance of Wavelet Transform on Models in Forecasting Climatic Variables in Rajshahi", Computational intelligence techniques in earth and environmental sciences, Springer Netherlands., 2014

Journal Articles (70)

1. Mahit Kumar Paul, Biprodip Pal, AHM Sarowar Sattar, ASM Mustakim Rahman Siddique, and Md. Al Mehedi Hasan; "CARBO: Clustering and Rotation based Oversampling for Class Imbalance Learning", Knowledge-Based Systems (Impact Factor: 7.2), 2024
2. Md. Maniruzzaman, Koki Hirooka, Yoichi Tomioka, Md. Al Mehedi Hasan (10%), Yong Seok Hwang, Akiko Megumi, Akira Yasumura, and Jungpil Shin; "Machine Learning-based ADHD Detection from fNIRs Signal during Reverse Stroop Tasks", IEEE Access (Impact factor: 3.476), 2024
3. Abu Saleh Musa Miah, Jungpil Shin, and Md. Al Mehedi Hasan; "Effective Features Extraction and Selection for Hand Gesture Recognition using sEMG Signal", Multimedia Tools and Applications (Impact Factor: 3.0), 2024
4. Md. Hasib Al Muzdadid Haque Himel, Pallab Chowdhury, and Md. Al Mehedi Hasan; "A Robust Encoder Decoder based Weighted Segmentation and Dual staged Feature Fusion based Meta Classification for Breast Cancer Utilizing Ultrasound Imaging", Intelligent Systems with Applications ((Impact: CiteScore 5.6), 2024
5. Abu Saleh Musa Miah, Md. Al Mehedi Hasan (20%), Yuichi Okuyama, Yoichi Tomioka, and Jungpil Shin; "Spatial–Temporal Attention with Graph and General Neural Network-Based Sign Language Recognition", Pattern Analysis and Applications (Impact Factor: 3.7), 2024
6. Md. Hasib Al Muzdadid Haque Himel, Md. Al Mehedi Hasan, Taro Suzuki, and Jungpil Shin; "Feature Fusion Based Ensemble of Deep Networks for Acute Leukemia Diagnosis Using Microscopic Smear Images", IEEE Access (Impact Factor: 3.4), 2024
7. Jungpil Shin, Masahiro Matsumoto, Md. Maniruzzaman, Md. Al Mehedi Hasan, Koki Hirooka, Yuki Hagihara, Naoki Kotsuki, Satomi Inomata-Terada, Yasuo Terao, and Shunsuke Kobayashi; "Classification of Hand-Movement Disabilities in Parkinson’s Disease Using a Motion-Capture Device and Machine Learning", IEEE Access (Impact factor: 3.476), 2024
8. Jungpil Shin, Md. Al Mehedi Hasan, Md Maniruzzaman, Taiki Watanabe, and Issei Jozume; "Dynamic Hand Gesture-Based Person Identification Using Leap Motion and Machine Learning Approaches", Computers, Materials & Continua (Impact Factor: 2.0), 2024
9. Miah, Abu Saleh Musa, Md. Al Mehedi Hasan (25%), Satoshi Nishimura, and Jungpil Shin; "Sign Language Recognition Using Graph and General Deep Neural Network Based On Large Scale Dataset", IEEE Access (Impact factor: 3.476), 2024
10. Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Yoichi Tomioka, and Jungpil Shin; "Hand Gesture Recognition for Multi-Culture Sign Language Using Graph and General Deep Learning Network", IEEE Open Journal of the Computer Society (Impact Factor: 5.7), 2024
11. Jungpil Shin, Md. Al Mehedi Hasan, Abu Saleh Musa Miah, Kota Suzuki, and Koki Hirooka; "Japanese Sign Language Recognition by Combining Joint Skeleton-Based Handcrafted and Pixel-Based Deep Learning Features with Machine Learning Classification", Computer Modeling in Engineering & Sciences (Impact Factor: 2.2), 2024
12. Md. Al Mehedi Hasan, Md Maniruzzaman, Jungpil Shin; "Gene Expression and Metadata based Identification of Key Genes for Hepatocellular Carcinoma using Machine Learning and Statistical Models", IEEE/ACM Transactions on Computational Biology and Bioinformatics (Impact factor: 4.5), 2023
13. Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Jungpil Shin, Yuichi Okuyama, Yoichi Tomioka; "Multistage Spatial Attention-Based Neural Network for Hand Gesture Recognition", Computers (Impact Factor: 2.8), 2023
14. Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Jungpil Shin; "Dynamic Hand Gesture Recognition using Multi-Branch Attention Based Graph and General Deep Learning Model", IEEE Access (Impact factor: 3.9), 2023
15. Taiki Watanabe, Md. Maniruzzaman, Md. Al Mehedi Hasan, Hyoun-Sup Lee, Si-Woong Jang, Jungpil Shin; "2D Camera Based Air-writing Recognition using Hand Pose Estimation and Hybrid Deep Learning Model", Electronics (Impact factor: 2.90), 2023
16. Jungpil Shin, Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Koki Hirooka, Kota Suzuki, Hyoun-Sup Lee, Si-Woong Jang; "Korean Sign Language Recognition Using Transformer-based Deep Neural Network", Applied Sciences (Impact Factor: 2.70), 2023
17. Saron Park, Habibilloh Erkinov, Md. Al Mehedi Hasan, Seoul-Hee Nam, Yu-Rin Kim, Jungpil Shin, Won-Du Chang; "Periodontal Disease Classification with Color Teeth Images Using Convolutional Neural Networks", Electronics (Impact Factor: 2.90), 2023
18. Julia Rahman, MA Hakim Newton, Md. Al Mehedi Hasan, and Abdul Sattar; "Real-to-bin conversion for protein residue distances.", Computational Biology and Chemistry (Impact Factor: 3.10), 2023
19. Abu Saleh Musa Miah, Md Al Mehedi Hasan, Si-Woong Jang, Hyoun-Sup Lee, and Jungpil Shin; "Multi-Stream General and Graph-Based Deep Neural Networks for Skeleton-Based Sign Language Recognition", Electronics (Impact Factor: 2.90), 2023
20. Md. Maniruzzaman, Md. Al Mehedi Hasan, Nobuyoshi Asai, Jungpil Shin; "Optimal Channels and Features Selection based ADHD Detection from EEG Signal using Statistical and Machine Learning Techniques", IEEE Access (Impact factor: 3.9), 2023
21. Md. Al Mehedi Hasan, Md. Maniruzzaman, Jungpil Shin; "Differentially Expressed Discriminative Genes and Significant Meta-Hub Genes based Key Genes Identification for Hepatocellular Carcinoma using Statistical Machine Learning", Scientific Reports (Impact Factor: 4.6), 2023
22. Jungpil Shin, Konnai Sota, Md. Maniruzzaman, Md. Al Mehedi Hasan, Koki Hirooka, Akiko Megumi, Akira Yasumura; "Identifying ADHD for Children with Coexisting ASD from fNIRs Signals using Deep Learning Approach", IEEE Access (Impact factor: 3.9), 2023
23. Jungpil Shin, Md. Maniruzzaman, Yuta Uchida, Md. Al Mehedi Hasan, Akiko Megumi,; "Handwriting-based ADHD Detection for Children Having ASD using Machine Learning Approaches", IEEE Access (Impact factor: 3.9), 2023
24. Utshab Kumar Ghosh, Fuad Al Abir, Nahian Rifaat, S. M. Shovan, Abu Sayeed, and Md. Al Mehedi Hasan; "Most dominant metabolomic biomarkers identification for lung cancer", Informatics in Medicine Unlocked (Scopus indexed, Elsevier), 2022
25. Jungpil Shin, Md Maniruzzaman, Yuta Uchida, Md. Al Mehedi Hasan , Akiko Megumi, Akiko Suzuki, and Akira Yasumura.; "Important features selection and classification of adult and child from handwriting using machine learning methods", Applied Sciences (Impact Factor: 2.7), 2022
26. Fuad Al Abir, S. M. Shovan, Md. Al Mehedi Hasan, Abu Sayeed, and Jungpil Shin; "Biomarker identification by reversing the learning mechanism of an autoencoder and recursive feature elimination", Molecular Omics (Impact Factor: 2.9), 2022
27. Md Maniruzzaman, Jungpil Shin, and Md. Al Mehedi Hasan; "Predicting Children with ADHD Using Behavioral Activity: A Machine Learning Analysis.", Applied Sciences (Impact Factor: 2.7), 2022
28. Abu Saleh Musa Miah, Jungpil Shin, Md. Al Mehedi Hasan, and Md Abdur Rahim; "BenSignNet: Bengali Sign Language Alphabet Recognition Using Concatenated Segmentation and Convolutional Neural Network", Applied Sciences (Impact Factor: 2.7), 2022
29. Md. Al Mehedi Hasan, Fuad Al Abir, Md Al Siam, and Jungpil Shin; "Gait recognition with wearable sensors using modified residual block-based lightweight CNN", IEEE Access (Impact factor: 3.9), 2022
30. Hirooka, Koki, Md. Al Mehedi Hasan, Jungpil Shin, and Azmain Yakin Srizon; "Ensembled Transfer Learning Based Multichannel Attention Networks for Human Activity Recognition in Still Images", IEEE Access (Impact factor: 3.9), 2022
31. Abu Zahid Bin Aziz, Md. Al Mehedi Hasan, Shamim Ahmad, Md Al Mamun, Jungpil Shin, and Md Rahat Hossain; "Multi-channel CNN based anticancer peptides identification", Analytical Biochemistry (Impact Factor: 2.9), 2022
32. Afrida Rahman, Sabit Ahmed, Md. Al Mehedi Hasan, Shamim Ahmad, and Iman Dehzangi; "Accurately predicting nitrosylated tyrosine sites using probabilistic sequence information", Gene (Impact Factor: 3.5), 2022
33. Julia Rahman, MA Hakim Newton, Md. Al Mehedi Hasan, and Abdul Sattar; "A stacked meta-ensemble for protein inter-residue distance prediction", Computers in Biology and Medicine (Impact Factor: 7.70), 2022
34. Md. Humaun Kabir, Faruk Ahmad, Md. Al Mehedi Hasan, Jungpil Shin; "Gender Recognition of Bangla Names Using Deep Learning Approaches", Applied Sciences (Impact Factor: 2.7), 2022
35. Md. Maniruzzaman, Jungpil Shin, Md Al Mehedi Hasan, and Akira Yasumura; "Efficient Feature Selection and Machine Learning Based ADHD Detection Using EEG Signal", Computers, Materials & Continua (Impact Factor: 3.1), 2022
36. Md. Al Mehedi Hasan, Jungpil Shin, Md. Maniruzzaman; "Online Kanji Characters based Writer Identification using Sequential Forward Floating Selection and Support Vector Machine", Applied Sciences (Impact Factor: 2.7), 2022
37. Md. Al Mehedi Hasan, Md, Md Maniruzzaman, and Jungpil Shin; "Identification of key candidate genes for IgA nephropathy using machine learning and statistics-based bioinformatics models.", Scientific Reports (Impact Factor: 4.6), 2022
38. Md Sohrawordi, Md Ali Hossain, and Md. Al Mehedi Hasan; "PLP_FS: prediction of lysine phosphoglycerylation sites in protein using support vector machine and fusion of multiple F_Score feature selection", Briefings in Bioinformatics (Impact Factor: 9.5), 2022
39. Kuan-Yu Chen, Jungpil Shin, Md. Al Mehedi Hasan, Jiun-Jian Liaw, Okuyama Yuichi, and Yoichi Tomioka; "Fitness Movement Types and Completeness Detection Using a Transfer-Learning-Based Deep Neural Network", Sensors (Impact Factor: 3.90), 2022
40. Md Maniruzzaman, Md Merajul Islam, Md Jahanur Rahman, Md Al Mehedi Hasan, and Jungpil Shin.; "Risk prediction of diabetic nephropathy using machine learning techniques: A pilot study with secondary data", Diabetes & Metabolic Syndrome: Clinical Research & Reviews (Impact Factor: 10), 2021
41. Jungpil Shin, Akitaka Matsuoka, Md. Al Mehedi Hasan, and Azmain Yakin Srizon; "American Sign Language Alphabet Recognition by Extracting Feature from Hand Pose Estimation", Sensors (Impact Factor: 3.9), 2021
42. Abu Sayeed, Jungpil Shin, Md. Al Mehedi Hasan, Azmain Yakin Srizon and Md. Mehedi Hasan.; "BengaliNet: A Low-Cost Novel Convolutional Neural Network for Bengali Handwritten Characters Recognition.", Applied Sciences (Impact Factor: 2.7), 2021
43. Fuad Al Abir, Md Siam, Abu Sayeed, Md. Al Mehedi Hasan, and Jungpil Shin; "Deep Learning Based Air-Writing Recognition with the Choice of Proper Interpolation Technique", Sensors (Impact Factor: 3.9), 2021
44. Md Khaled Ben Islam, Julia Rahman, Md. Al Mehedi Hasan, and Shamim Ahmad.; "predForm-Site: Formylation Site Prediction by Incorporating Multiple Features and Resolving Data Imbalance", Computational Biology and Chemistry (Impact Factor: 3.10), 2021
45. Abu Zahid Bin Aziz, Md. Al Mehedi Hasan, and Jungpil Shin; "Identification of RNA pseudouridine sites using deep learning approaches", PloS One (Impact factor: 3.752), 2021
46. Sabit Ahmed, Afrida Rahman, Md. Al Mehedi Hasan, Md Khaled Ben Islam, Julia Rahman, and Shamim Ahmad; "predPhogly-Site: Predicting phosphoglycerylation sites by incorporating probabilistic sequence-coupling information into PseAAC and addressing data imbalance", PloS One (Impact factor: 3.752), 2021
47. Sabit Ahmed, Afrida Rahman, Md. Al Mehedi Hasan, Shamim Ahmad, and S. M. Shovan.; "Computational identification of multiple lysine PTM sites by analyzing the instance hardness and feature importance", Scientific Reports (Impact Factor: 4.6), 2021
48. Sabit Ahmed, Afrida Rahman, Md. Al Mehedi Hasan, Julia Rahman, Md Khaled Ben Islam, and Shamim Ahmad.; "predML-Site: Predicting Multiple Lysine PTM Sites with Optimal Feature Representation and Data Imbalance Minimization", IEEE/ACM Transactions on Computational Biology and Bioinformatics (Impact Factor: 4.5), 2021
49. Md. Al Mehedi Hasan, Md Khaled Ben Islam, Julia Rahman and Shamim Ahmad; "Citrullination Site Prediction by Incorporating Sequence Coupled Effects into PseAAC and Resolving Data Imbalance Issue", Current Bioinformatics (Impact Factor: 4), 2020
50. Md. Ahmad Arafat, S. M. Shovan, Abdollah Dehzangi, Shubhashis Roy Dipta, Md. Al Mehedi Hasan, Ghazaleh Taherzadeh, Swakkhar Shatabda, and Alok Sharma.; "Accurately predicting glutarylation sites using sequential bi-peptide-based evolutionary features", Genes (Impact Factor: 3.5), 2020
51. Mohammad Ali Moni, Humayan Kabir Rana, M. Babul Islam, Mohammad Boshir Ahmed, Md Al Mehedi Hasan, Fazlul Huq, and Julian MW Quinn; "Detection of Parkinson’s disease using blood and brain cells transcript profiles.", bioRxiv, 2019
52. Mohammad Ali Moni, Humayan Kabir Rana, M. Babul Islam, Mohammad Boshir Ahmed, Haoming Xu, Md Al Mehedi Hasan, Yiming Lei, and Julian MW Quinn; "A computational approach to identify blood cell-expressed Parkinson's disease biomarkers that are coordinately expressed in brain tissue.", Computers in biology and medicine, (Impact Factor:- 2.286), 2019
53. Md. Al Mehedi Hasan and Shamim Ahmad; "predSucc-Site: Lysine Succinylation Sites Prediction in Proteins by using Support Vector Machine and Resolving Data Imbalance Issue", International Journal of Computer Applications, 2018
54. Mohammad Ali Moni, Humayan Kabir Rana, M. Babul Islam, Md Boshir Ahmed, Md Al Mehedi Hasan, Fazlul Huq, and Julian Quinn; "Early detection of neurological dysfunction using blood cell transcript profiles.", bioRxiv, 2018
55. Md. Maniruzzaman, Md. Jahanur Rahman, Md. Al Mehedi Hasan, Harman S. Suri, Md. Menhazul Abedin, Ayman El-Baz, Jasjit S. Suri; "Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers", Journal of Medical Systems (Impact Factor: 5.3), 2018
56. Md. Al Mehedi Hasan and Shamim Ahmad; "mLysPTMpred: Multiple Lysine PTM Site Prediction Using Combination of SVM with Resolving Data Imbalance Issue", Natural Science, (Indexed by PubMed and PubMed Central), 2018
57. Md. Al Mehedi Hasan , Jinyan Li, Shamim Ahmad and Md Khademul Islam Molla.; "predCar-site: Carbonylation sites prediction in proteins using support vector machine with resolving data imbalanced issue", Analytical biochemistry (ELSEVIER), (Impact Factor: 2.334), 2017
58. Md. Al Mehedi Hasan, Shamim Ahmad, and Md Khademul Islam Molla; "iMulti-HumPhos: A Multi-Label Classifier for Identifying Human Phosphorylated Proteins Using Multiple Kernel Learning Based Support Vector Machine.", Molecular BioSystems (Currently Renamed as Molecular Omics), (Impact Factor: 2.781), 2017
59. Md. Al Mehedi Hasan, Shamim Ahmad, and Md Khademul Islam Molla; "Protein subcellular localization prediction using multiple kernel learning based support vector machine.", Molecular BioSystems (Currently Renamed as Molecular Omics), (Impact Factor:- 2.781), 2017
60. Md. Al Mehedi Hasan, Shamim Ahmad, and Md Khademul Islam Molla; "Protein Subcellular Localization Prediction using Support Vector Machine with the Choice of Proper Kernel", BioTechnologia. Journal of Biotechnology Computational Biology and Bionanotechnology, (Indexed by SCOPUS, BIOSIS Previews, Listed in: https://mjl.clarivate.com, SCImago Journal Rank (SJR) 2022: 0.19), 2017
61. Md. Al Mehedi Hasan, Shamim Ahmad, and Md Khademul Islam Molla; "Identifying Intrusions in Computer Networks using Principal Component Analysis and Random Forest.", International Journal of Computer Science and Information Security, 2016
62. Julia Rahman, Md. Nazrul Islam Mondal, Md. Khaled Ben Islam, Md. Al Mehedi Hasan; "Feature Fusion Based SVM Classifier for Protein Subcellular Localization Prediction", Journal of Integrative Bioinformatics (Journal Impact Factor:- 1.9, SCImago Journal Rank (SJR) 2022: 0.697), 2016
63. Md Al Mehedi Hasan, Mohammed Nasser, Shamim Ahmad, and Khademul Islam Molla; "Feature Selection for Intrusion Detection Using Random Forest.", Journal of Information Security, 2016
64. Md. Al Mehedi Hasan, Shuxiang Xu, Mir Md. Jahangir Kabir and Shamim Ahmad; "Performance Evaluation of Different Kernels for Support Vector Machine Used in Intrusion Detection System", International Journal of Computer Networks & Communications, 2016
65. Md. Khaled Ben Islam, Julia Rahman, Md. Al Mehedi Hasan and Md. Moyen Uddin; "Impact of Routing Protocol on the Performance of Wireless Sensor Network", International Journal of Electronics Communication and Computer Engineering, 2015
66. Md. Khaled Ben Islam, Julia Rahman, Md. Al Mehedi Hasan and Abdur Rahim; "Protein Function Prediction Using Hypergeometric Distance with Background Frequency from Protein-Protein Interaction Network", International Journal of Computational Bioinformatics and In Silico Modeling, 2015
67. Md. Khaled Ben Islam, Julia Rahman, Md. Al Mehedi Hasan and Mohammed Nasser; "Protein Function Prediction Using Neighbor Counting with Dynamic Threshold from Protein-Protein Interaction Network", Computational Biology and Bioinformatics, 2015
68. Md. Al Mehedi Hasan, Mohammed Nasser and Biprodip Pal; "Support Vector Machine and Random Forest Modeling for Intrusion Detection System (IDS)", Journal of Intelligent Learning Systems and Applications, 2014
69. Md. Al Mehedi Hasan, Mohammed Nasser, Biprodip Pal and Shamim Ahmad; "Intrusion Detection Using Combination of Various Kernels Based Support Vector Machine", International Journal of Scientific & Engineering Research, 2013
70. Md. Al Mehedi Hasan, Mohammed Nasser and Biprodip Pal; "On the KDD’99 Dataset: Support Vector Machine Based Intrusion Detection System (IDS) with Different Kernels", International Journal of Electronics Communication and Computer Engineering, 2013

Conference Papers (77)

1. Abu Saleh Musa Miah, Jungpil Shin, Md. Al Mehedi Hasan and Md. Khademul Islam Molla; "EEG Based Steady-State Visual Evoked Potentials Classification Using MLP and xDAWAN with Riemannian Dimension Reduction", 5th Eurasian Conference on Educational Innovation 2022 (ECEI 2022), Keelung, Taiwan., 2022
2. Jungpil Shin, Md. Al Mehedi Hasan, Md. Maniruzzaman, Akiko Megumi, Akiko Suzuki and Akira Yasumura; "Online Handwriting Based Adult and Child Classification using Machine Learning Techniques", 5th Eurasian Conference on Educational Innovation 2022 (ECEI 2022), Keelung, Taiwan., 2022
3. Jungpil Shin, Md. Al Mehedi Hasan, Md. Maniruzzaman; "Hand Gesture Authentication Using Optimal Feature Selection and Dynamic Time Warping based K-nearest Neighbor", 5th International Conference on Electronics, Communications and Control Engineering (ICECC 2022), Fukuoka Institute of Technology, Japan., 2022
4. Jungpil Shin, Yuta Kasuga, Koki Hirooka, Md Al Mehedi Hasan, Shunsuke Kobayashi; "Machine Learning based Severity Detection of Parkinson disease using hand gesture signal from leap motion (光学的モーションキャプチャー装置によるパーキンソン病患者の手指運動記録と機械学習による重症度分類)", 16th Congress on Parkinson's Disease and Movement Disorder, Tokyo, Japan., 2022
5. Kuan-Yu Chen, Jungpil Shin, Md. Al Mehedi Hasan, Jiun-Jian Liaw; "Deep transfer learning based Real time fitness movement identification", 2022 IEEE International Conference on Automatic Control & Intelligent Systems, Malaysia., 2022
6. Abu Sayeed, Azmain Yakin Srizon, Md Mehedi Hasan, Jungpil Shin, Md Al Mehedi Hasan, and M. Rasel Mahmud.; "A Hybrid Campus Security System Combined of Face, Number-Plate, and Voice Recognition.", International Conference on Recent Trends in Image Processing and Pattern Recognition, Cham: Springer Nature Switzerland., 2022
7. Miah, Abu Saleh Musa, Jungpil Shin, Md Al Mehedi Hasan, Md Khademul Islam Molla, Yuichi Okuyama, and Yoichi Tomioka; "Movie Oriented Positive Negative Emotion Classification from EEG Signal using Wavelet transformation and Machine learning Approaches", IEEE 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), IEEE, 2022
8. Md. Maniruzzaman, Md. Al Mehedi Hasan, Taro Suzuki, Jungpil Shin; "Identification of Children with ADHD from EEG Signals Based on Entropy Measures and Support Vector Machine", 10th European Workshop on Visual Information Processing (EUVIP), Norway., 2022
9. Yuta Kasuga, Jungpil Shin, Md. Al Mehedi Hasan, Yuichi Okuyama, Yoichi Tomioka; "EEG-based Positive-Negative Emotion Classification using Machine Learning Techniques", 2021 IEEE 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Singapore., 2021
10. Md. Al Mehedi Hasan, Fuad Al Abir and Jungpil Shin; "Surface Type Classification for Autonomous Robots Using Temporal, Statistical and Spectral Feature Extraction and Selection", 14th IEEE MCSoC 2021, Singapore University of Technology and Design, Singapore., 2021
11. Md. Al Mehedi Hasan, Jungpil Shin, and Farjana Parvin; "Deep Transfer Learning Based Detection of COVID-19 from Chest X-ray Images.", 11th International Conference on Biomedical Engineering and Technology, 2021
12. Khan Fashee Monowar, Md Al Mehedi Hasan, and Jungpil Shin; "A Lightweight Convolutional Neural Network Model for Child Pneumonia Classification.", International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), IEEE, 2021
13. S. M. Shovan, Md Al Mehedi Hasan, and Md Rabiul Islam; "Improved Prediction of Glutarylation PTM Site using Evolutionary Features with LightGBM Resolving Data Imbalance Issue.", International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), IEEE, 2021
14. Abu Zahid Bin Aziz, Md Al Mehedi Hasan, and Jungpil Shin; "Deep Transfer Learning-Based Musculoskeletal Abnormality Detection", Proceedings of International Joint Conference on Advances in Computational Intelligence, Springer, Singapore, 2021
15. Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md Al Mehedi Hasan; "High Performance Classification of Caltech-101 with a Transfer Learned Deep Convolutional Neural Network.", International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), IEEE, 2021
16. Md. Al Mehedi Hasan, Jungpil Shin, Utsha Das, and Azmain Yakin Srizon; "Identifying Prognostic Features for Predicting Heart Failure by Using Machine Learning Algorithm.", 11th International Conference on Biomedical Engineering and Technology, 2021
17. Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md Al Mehedi Hasan; "Classification of American Sign Language by Applying a Transfer Learned Deep Convolutional Neural Network.", In 2020 23rd International Conference on Computer and Information Technology (ICCIT), 2020
18. Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md Al Mehedi Hasan; "Bengali Handwritten Isolated Compound Characters Recognition by Applying Transfer Learned Deep Convolutional Neural Network.", In 2020 23rd International Conference on Computer and Information Technology (ICCIT), 2020
19. Asif Ahmmed Joy, Md Al Mehedi Hasan, and Abu Sayeed; "An Improved Class-wise Principal Component Analysis Based Feature Extraction Framework for Hyperspectral Image Classification.", In Proceedings of the International Conference on Computing Advancements, 2020
20. Kazi Amit Hasan, Md. Al Mehedi Hasan; "Classification of Parkinson's Disease by Analyzing Multiple Vocal Features Sets", IEEE Region 10 Symposium (TENSYMP), 2020
21. Urmi Sen and Md. Al Mehedi Hasan; "DeepGlut: A Deep Learning Framework for Prediction of GlutarylationSites in Protein", IEEE Region 10 Symposium (TENSYMP), 2020
22. Afrida Rahman, Sabit Ahmed, Julia Rahman and Md. Al Mehedi Hasan; "Prediction of Formylation Sites by Incorporating Sequence Coupling into General PseAAC", IEEE Region 10 Symposium (TENSYMP), 2020
23. Md Sohrawordi and Md. Al Mehedi Hasan; "LyFor:Prediction of lysine formylation sites from sequence based features using support vector machine", IEEE Region 10 Symposium (TENSYMP), 2020
24. Utsha Das, Azmain Yakin Srizon, Md. Al Mehedi Hasan, Julia Rahman and Md Khaled Ben Islam; "Effective Data Dimensionality Reduction Workflow for High-Dimensional Gene Expression Datasets", IEEE Region 10 Symposium (TENSYMP) Dhaka, Bangladesh., 2020
25. Md. Mehedi Hasan, Azmain Yakin Srizon and Md. Al Mehedi Hasan; "Classification of Bengali Sign Language Characters by Applying a Novel Deep Convolutional Neural Network", IEEE Region 10 Symposium (TENSYMP), Dhaka, Bangladesh., 2020
26. Farjana Parvin and Md. Al Mehedi Hasan; "A Comparative Study of Different Types of Convolutional Neural Networks for Breast Cancer Histopathological Image Classification", IEEE Region 10 Symposium (TENSYMP), Dhaka, Bangladesh., 2020
27. Abu Said Md. Rezoun, Md. Al Mehedi Hasan and Abu Zahid Bin Aziz; "Supervised Deep Learning Methods for Human pre-miRNA Identification", IEEE Region 10 Symposium (TENSYMP),Dhaka, Bangladesh., 2020
28. Md. Robiul Islam, Md. Al Mehedi Hasan and Abu Sayeed; "Transfer Learning based Diabetic Retinopathy Detection with a Novel Preprocessed Layer", IEEE Region 10 Symposium (TENSYMP),Dhaka, Bangladesh., 2020
29. Md Sohrawordi, and Md Al Mehedi Hasan; "LyFor: Prediction of lysine formylation sites from sequence based features using support vector machine", IEEE Region 10 Symposium (TENSYMP), 2020
30. Nawmee Razia Rahman, Md Al Mehedi Hasan, and Jungpil Shin; "Performance Comparison of Different Convolutional Neural Network Architectures for Plant Seedling Classification", 2nd International Conference on Advanced Information and Communication Technology (ICAICT),IEEE, 2020
31. Utsha Das, Azmain Yakin Srizon, and Md Al Mehedi Hasan; "Accurate Recognition of Coronary Artery Disease by Applying Machine Learning Classifiers", 23rd International Conference on Computer and Information Technology (ICCIT),IEEE, 2020
32. Utsha Das, Azmain Yakin Srizon, Md Ansarul Islam, Dhiman Sikder Tonmoy, and Md Al Mehedi Hasan.; "Prognostic Biomarkers Identification for Diabetes Prediction by Utilizing Machine Learning Classifiers.", 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI),IEEE, 2020
33. Mehera Binte Mizan, Md Al Mehedi Hasan, and Syed Rahat Hassan; "A Comparative Study of Tuberculosis Detection Using Deep Convolutional Neural Network", 2nd International Conference on Advanced Information and Communication Technology (ICAICT),IEEE, 2020
34. Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md. Al Mehedi Hasan; "Classification of Sign Language Characters by Applying a Deep Convolutional Neural Network", 2nd International Conference on Advanced Information and Communication Technology (ICAICT),IEEE, 2020
35. Kazi Amit Hasan, and Md. Al Mehedi Hasan; "Identification and Analysis of Risk Factors of Lower Back Pain Using Machine Learning Approaches.", 11th International Conference on Electrical and Computer Engineering (ICECE), IEEE, 2020
36. Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md. Al Mehedi Hasan; "Accurate Recognition of Leukemia Sub-types by Utilizing a Transfer Learned Deep Convolutional Neural Network.", 11th International Conference on Electrical and Computer Engineering (ICECE), IEEE, 2020
37. Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md Al Mehedi Hasan; "High-Performance Object Recognition by Employing a Transfer Learned Deep Convolutional Neural Network.", 11th International Conference on Electrical and Computer Engineering (ICECE),IEEE, 2020
38. Khan Fashee Monowar, Md Al Mehedi Hasan, and Jungpil Shin; "Lung opacity classification with convolutional neural networks using chest x-rays.", 11th International Conference on Electrical and Computer Engineering (ICECE),IEEE, 2020
39. Kazi Amit Hasan, and Md Al Mehedi Hasan; "Prediction of Clinical Risk Factors of Diabetes Using Multiple Machine Learning Techniques Resolving Class Imbalance", 23rd International Conference on Computer and Information Technology (ICCIT),IEEE, 2020
40. Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md Al Mehedi Hasan; "Handwritten Numerals Recognition by Employing a Transfer Learned Deep Convolution Neural Network for Diverse Literature", 11th International Conference on Electrical and Computer Engineering (ICECE),IEEE, 2020
41. Md Mehedi Hasan, Azmain Yakin Srizon, Abu Sayeed, and Md Al Mehedi Hasan; "Bengali Handwritten Compound Characters Recognition by Utilizing Transfer Learning", 11th International Conference on Electrical and Computer Engineering (ICECE),IEEE, 2020
42. S. M. Shovan, Md Al Mehedi Hasan, and Md Rabiul Islam; "Accurate Prediction of Formylation PTM Site using Multiple Feature Fusion with LightGBM Resolving Data Imbalance Issue.", 23rd International Conference on Computer and Information Technology (ICCIT), IEEE, 2020
43. Abu Zahid Bin Aziz, Md. Al Mehedi Hasan; "A Mixed Convolutional Neural Network for Pre-miRNA Classiﬁcation", 3rd International Conference on Electrical, Computer & Telecommunication Engineering, 2019
44. Kazi Amit Hasan, Md. Al Mehedi Hasan; "Identification of Biomarkers for Head and Neck Cancer by Analyzing Multiple mRNA Expression Datasets", 3rd International Conference on Electrical, Computer & Telecommunication Engineering, 2019
45. S.M. Shovan and Md. Al Mehedi Hasan,; "Prediction of Lysine Glycation PTM site in Protein using Peptide Sequence Evolution based Feature", International Conference on Electrical, Computer and Communication Engineering (ECCE), 2019
46. Asif Ahmmed Joy, Md. Al Mehedi Hasan, and Md. Ali Hossain; "A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification", International Conference on Electrical, Computer and Communication Engineering (ECCE), 2019
47. Utsha Das, Md. Al Mehedi Hasan, and Julia Rahman; "Influential Gene Identification for Cancer Classification.", International Conference on Electrical, Computer and Communication Engineering (ECCE), 2019
48. Tahsin Masrur, Md. Al Mehedi Hasan, and Md. Nazrul Islam Mondal; "Metabolomic Biomarker Identification for Lung Cancer By Combining Multiple Statistical Approaches", International Conference on Electrical, Computer and Communication Engineering (ECCE), 2019
49. Shawkh Ibne Rashid, Md. Azharul Islam, Md. Al Mehedi Hasan; "Traffic Sign Recognition by Integrating Convolutional Neural Network and Support Vector Machine", In 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), IEEE, 2019
50. Asif Ahmmed Joy and Md. Al Mehedi Hasan; "A Hybrid Approach of Feature Selection and Feature Extraction for Hyperspectral Image classification", In 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), IEEE, 2019
51. Md. Rifaet Ullah, Md. Al Mehedi Hasan, Julia Rahman, and Md. Khaled Ben Islam; "A Comparative Analysis of Band Selection Techniques for Hyperspectral Image Classification.", In 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), IEEE, 2019
52. Tasfin Jayed, Md. Al Mehedi Hasan, and Tahsin Masrur; "Predicting N1- and N6-methyladenosine RNA Modifications using Hybrid Feature Selection Approach", In 2019 International Conference on Advances in Electrical Engineering (ICAEE), IEEE, 2019
53. Utsha Das, Md. Al Mehedi Hasan, and Julia Rahman; "Identification of Potential Biomarker Using Combined Analysis of Differentially Expressed Genes and miRNAs for Alzheimer’s Disease.", In 2019 International Conference on Advances in Electrical Engineering (ICAEE), IEEE, 2019
54. Md. Zahirul Islam, Md. Eimran Hossain Eimon, Boshir Ahmed and Md. Al Mehedi Hasan; "Classification Based Inter Frame Prediction in Video Compression", 5th International Conference on Advances in Electrical Engineering (ICAEE), 2019
55. Md. Eimran Hossain Eimon, Md. Zahirul Islam, Md. Shahid Uz Zaman, Md. Al Mehedi Hasan and Boshir Ahmed; "Superpixel Based Inter-Frame Prediction for Video Coding", 5th International Conference on Advances in Electrical Engineering (ICAEE), 2019
56. Azmain Yakin Srizon and Md. Al Mehedi Hasan; "Prognostic Biomarker Identification for Pancreatic Cancer by Analyzing Multiple mRNA Microarray and microRNA Expression Datasets.", In 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), IEEE, 2019
57. Tahsin Masrur, and Md. Al Mehedi Hasan; "Identification of Metabolomic Biomarker using Multiple Statistical Techniques and Recursive Feature Elimination", In 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), IEEE, 2019
58. Md. Al Mehedi Hasan, Shamim Ahmad, Boshir Ahmed, and Md. Nazrul Islam Mondal; "Feature Extraction Approach Selection of Non-GO Termed Proteins for the Backup Method of Protein Subcellular Localization Prediction", International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), 2018
59. Md. Al Mehedi Hasan, Shamim Ahmad, Md Nazrul Islam Mondal, and Boshir Ahmed; "predMultiLoc-Gneg: Predicting subcellular localization of gram-negative bacterial proteins using feature selection in gene ontology space and resolving the data imbalance issue.", In Humanitarian Technology Conference (R10-HTC), 2017
60. Julia Rahman, Md Nazrul Islam Mondal, Md Khaled Ben Islam, Md Al Mehedi Hasan, S M Sabbir Amin; "Gram-Positive Bacterial Protein Subcellular Localization Prediction Using Features Fusion Strategy", Proceedings of the 9th International Conference on Electrical and Computer Engineering, 2016
61. Julia Rahman, Md Al Mehedi Hasan, Md Khaled Ben Islam; "Comparative Analysis the Performance of AODV, DSDV and DSR Routing Protocols in Wireless Sensor Network", 7th International Conference on Electrical and Computer Engineering, Bangladesh., 2012
62. Md. Al Mehedi Hasan, and Mohammed Nasser; "Intrusion Detection System (IDS) using Support Vector Machine with different kernels", International Conference on Statistical Data Mining for Bioinformatics Health Agriculture and Environment, University of Rajshahi, Rajshahi, Bangladesh., 2012
63. Biprodip Pal, and Md. Al Mehedi Hasan; "Neural Network & Genetic Algorithm Based Approach to Network Intrusion Detection & Comparative Analysis of Performance", 15th International Conference on Computer and Information Technology, Chittagong, Bangladesh., 2012
64. Biprodip Pal, Md. Al Mehedi Hasan and Md. Mijanur Rahman Howlader; "A Neural Network Based Approach To Network Intrusion Detection And Analyzing Different Backpropagation Algorithm Training Approaches", International Conference on Electrical, Computer and Telecommunication Engineering, Rajshahi, Bangladesh., 2012
65. Rahman Julia, Md Al Mehedi Hasan, and Md Khaled Ben Islam; "Comparative analysis the performance of AODV, DSDV and DSR routing protocols in wireless sensor network", 7th International Conference on Electrical & Computer Engineering (ICECE), IEEE, Dhaka, Bangladesh., 2012
66. Md. Omar Faruqe, and Md. Al Mehedi Hasan; "Template Music Transcription for Different types of Musical Instruments", International Conference on Computer and Automation Engineering (ICCAE 2010), Singapore., 2010
67. Md. Omar Faruqe, Md. Al Mehedi Hasan, Nazmus Saquib, and Apurba Saha; "Face Recognition using PCA and MLP", International Conference on Robotics, Informatics, and Intelligent control Technologies, Bangkok, Thailand., 2009
68. Md. Omar Faruqe, and Md. Al Mehedi Hasan; "Face Recognition Using PCA and SVM", International Conference on Anti-counterfeiting, Security, and Identification in Communication(ICASID2009), City University of Hong Kong, Hong Kong., 2009
69. Md. Al Mehedi Hasan; "A Simulator to Evaluate the Performance of AODV Routing Protocol for Mobile Ad Hoc Networks", International Conference on Electronics, Computer and Communication 2008, University of Rajshahi, Rajshahi, Bangladesh., 2008
70. Md. Al Mehedi Hasan, Md. Raihan Morshed, Md. Murad Hossain, and Md. Omar Faruqe; "Development of Multiagent System for Goods Routing and Tracking", International Conference on Electronics, Computer and Communication 2008, University of Rajshahi, Rajshahi, Bangladesh., 2008
71. Md. Al Mehedi Hasan, and Shamim Ahmad; "Development of a Highly Optimized Preemtive Real Time Operating System (pRTOS)", 11th International Conference on Computer and Information Technology (ICCIT, 2008), Khulna, Bangladesh., 2008
72. Sangeeta Biswas, Md. Al Mehedi Hasan, and Md. Wahedul Islam; "Development of a Bangla Audible Menu Descriptor", ICCPB 2006, IUB University, 17 February, 2006, Dhaka, Bangladesh., 2006
73. Md. Al Mehedi Hasan, Md. Wahedul Islam, Md. Raihan Morshed, and Shamim Ahmad; "Pose and Scale Invariant Bangla Optical Character Recognition", ICCPB 2006, IUB University, Dhaka, Bangladesh., 2006
74. Md. Al Mehedi Hasan, Padma Palas Paul, Md. Wahedul Islam, Sangeeta Biswas, and Shamim Ahmad; "Bangla Digit Recognition Using Eigendigits", ICCPB 2006, IUB University, Dhaka, Bangladesh., 2006
75. Md. Al Mehedi Hasan, Md. Abdul Alim, and Md. Wahedul Islam; "A New Approach to Bangla Text Extraction and Recognition From Textual Image", 8th ICCIT 2005, IUT University, Dhaka, Bangladesh., 2005
76. Md. Wahedul Islam , Md. Al Mehedi Hasan, and Dr. Ramesh Chandra Debnath; "Handwritten Bangla Numeral Recognition Using Back-Propagation Algorithm with and without Momentum Factor", 2nd National Conference on Computer Processing of Bangla, Dhaka, Bangladesh., 2005
77. Md. Al Mehedi Hasan, Md. Abdul Alim, Md. Wahedul Islam, and M. Ganjer Ali; "Bangla Text Extraction and Recognition From Textual Image", 2nd National Conference on Computer Processing of Bangla, Bangladesh., 2005

Bibliography Text

Book Chapters (1)

Journal Articles (70)

Conference Papers (77)

RUET Contact Information