Feature Fusion Based SVM Classifier for Protein Subcellular Localization Prediction. - Julia Rahman; Md. Nazrul Islam Mondal; Md. Khaled Ben Islam; Md. Al Mehedi Hasan (J. Integr. Bioinform., 2016)

A computational approach to identify blood cell-expressed Parkinson's disease biomarkers that are coordinately expressed in brain tissue. - Mohammad Ali Moni; Humayan Kabir Rana; M. Babul Islam; Mohammad Boshir Ahmed; Haoming Xu; Md. Al Mehedi Hasan; Yiming Lei; Julian M. W. Quinn (Comput. Biol. Medicine, 2019)

An Improved Class-wise Principal Component Analysis Based Feature Extraction Framework for Hyperspectral Image Classification. - Asif Ahmmed Joy; Md. Al Mehedi Hasan; Abu Sayeed (ICCA, 2020)

Identifying Prognostic Features for Predicting Heart Failure by Using Machine Learning Algorithm. - Md. Al Mehedi Hasan; Jungpil Shin 001; Utsha Das; Azmain Yakin Srizon (ICBET, 2021)

Deep Transfer Learning Based Detection of COVID-19 from Chest X-ray Images. - Md. Al Mehedi Hasan; Jungpil Shin 001; Farjana Parvin (ICBET, 2021)

Surface Type Classification for Autonomous Robots Using Temporal, Statistical and Spectral Feature Extraction and Selection. - Md. Al Mehedi Hasan; Fuad Al Abir; Jungpil Shin 001 (MCSoC, 2021)

EEG-based Positive-Negative Emotion Classification Using Machine Learning Techniques. - Yuta Kasuga; Jungpil Shin 001; Md. Al Mehedi Hasan; Yuichi Okuyama 001; Yoichi Tomioka (MCSoC, 2021)

predForm-Site: Formylation site prediction by incorporating multiple features and resolving data imbalance. - Md. Khaled Ben Islam; Julia Rahman; Md. Al Mehedi Hasan; Shamim Ahmad (Comput. Biol. Chem., 2021)

Deep Learning Based Air-Writing Recognition with the Choice of Proper Interpolation Technique. - Fuad Al Abir; Md. Al Siam; Abu Sayeed; Md. Al Mehedi Hasan; Jungpil Shin 001 (Sensors, 2021)

American Sign Language Alphabet Recognition by Extracting Feature from Hand Pose Estimation. - Jungpil Shin 001; Akitaka Matsuoka; Md. Al Mehedi Hasan; Azmain Yakin Srizon (Sensors, 2021)

Hand Gesture Authentication Using Optimal Feature Selection and Dynamic Time Warping based K-nearest Neighbor. - Jungpil Shin 001; Md. Al Mehedi Hasan; Md. Maniruzzaman (ICECC, 2022)

Autoencoder-based Unsupervised Anomaly Detection for Covid-19 Screening on Chest X-Ray Images. - Nusrat Jahan; Md. Al Mehedi Hasan (CCE, 2022)

Movie Oriented Positive Negative Emotion Classification from EEG Signal using Wavelet transformation and Machine learning Approaches. - Abu Saleh Musa Miah; Jungpil Shin 001; Md. Al Mehedi Hasan; Md. Khademul Islam Molla; Yuichi Okuyama 001; Yoichi Tomioka (MCSoC, 2022)

A Hybrid Campus Security System Combined of Face, Number-Plate, and Voice Recognition. - Abu Sayeed; Azmain Yakin Srizon; Md. Mehedi Hasan; Jungpil Shin 001; Md. Al Mehedi Hasan; M. Rasel Mahmud (RTIP2R, 2022)

Air Finger Pressing Activity-Based Character Input System on a Virtual Keyboard. - Taiki Watanabe; Md. Al Mehedi Hasan; Jungpil Shin 001 (SoMeT, 2022)

Gait Recognition With Wearable Sensors Using Modified Residual Block-Based Lightweight CNN. - Md. Al Mehedi Hasan; Fuad Al Abir; Md. Al Siam; Jungpil Shin 001 (IEEE Access, 2022)

Ensembled Transfer Learning Based Multichannel Attention Networks for Human Activity Recognition in Still Images. - Koki Hirooka; Md. Al Mehedi Hasan; Jungpil Shin 001; Azmain Yakin Srizon (IEEE Access, 2022)

PLP_FS: prediction of lysine phosphoglycerylation sites in protein using support vector machine and fusion of multiple F_Score feature selection. - Md. Sohrawordi; Md. Ali Hossain; Md. Al Mehedi Hasan (Briefings Bioinform., 2022)

A stacked meta-ensemble for protein inter-residue distance prediction. - Julia Rahman; M. A. Hakim Newton; Md. Al Mehedi Hasan; Abdul Sattar 001 (Comput. Biol. Medicine, 2022)

Fitness Movement Types and Completeness Detection Using a Transfer-Learning-Based Deep Neural Network. - Kuan-Yu Chen 004; Jungpil Shin 001; Md. Al Mehedi Hasan; Jiun-Jian Liaw; Yuichi Okuyama 001; Yoichi Tomioka (Sensors, 2022)

predML-Site: Predicting Multiple Lysine PTM Sites With Optimal Feature Representation and Data Imbalance Minimization. - Sabit Ahmed; Afrida Rahman; Md. Al Mehedi Hasan; Julia Rahman; Md. Khaled Ben Islam; Shamim Ahmad (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Identification of Children with ADHD from EEG Signals Based on Entropy Measures and Support Vector Machine. - Md. Maniruzzaman; Md. Al Mehedi Hasan; Taro Suzuki; Jungpil Shin 001 (EUVIP, 2023)

Skeleton-based Hand Gesture Recognition using Geometric Features and Spatio-Temporal Deep Learning Approach. - Abu Saleh Musa Miah; Jungpil Shin 001; Md. Al Mehedi Hasan; Yusuke Fujimoto; Nobuyoshi Asai (EUVIP, 2023)

Identifying Users based on their Activity Pattern using Machine Learning. - Jungpil Shin 001; Md. Al Mehedi Hasan; Md. Maniruzzaman (ICECC, 2023)

Dynamic Hand Gesture Recognition Using Effective Feature Extraction and Attention Based Deep Neural Network. - Abu Saleh Musa Miah; Jungpil Shin 001; Md. Al Mehedi Hasan; Yuichi Okuyama 001; Nobuyoshi Asai (MCSoC, 2023)

Intensive Statistical Exploration to Identify Osteoporosis Predisposing Factors and Optimizing Recognition Performance With Integrated GP Kernels. - Ruhul Amin 004; Md. Shamim Reza; Md. Maniruzzaman; Md. Al Mehedi Hasan; Hyoun-Sup Lee; Si-Woong Jang; Jungpil Shin 001 (IEEE Access, 2023)

Optimal Channels and Features Selection Based ADHD Detection From EEG Signal Using Statistical and Machine Learning Techniques. - Md. Maniruzzaman; Md. Al Mehedi Hasan; Nobuyoshi Asai; Jungpil Shin 001 (IEEE Access, 2023)

Dynamic Hand Gesture Recognition Using Multi-Branch Attention Based Graph and General Deep Learning Model. - Abu Saleh Musa Miah; Md. Al Mehedi Hasan; Jungpil Shin 001 (IEEE Access, 2023)

Identifying ADHD for Children With Coexisting ASD From fNIRs Signals Using Deep Learning Approach. - Jungpil Shin 001; Sota Konnai; Md. Maniruzzaman; Md. Al Mehedi Hasan; Koki Hirooka; Akiko Megumi; Akira Yasumura (IEEE Access, 2023)

Dynamic Korean Sign Language Recognition Using Pose Estimation Based and Attention-Based Neural Network. - Jung-pil Shin 001; Abu Saleh Musa Miah; Kota Suzuki; Koki Hirooka; Md. Al Mehedi Hasan (IEEE Access, 2023)

Handwriting-Based ADHD Detection for Children Having ASD Using Machine Learning Approaches. - Jungpil Shin 001; Md. Maniruzzaman; Yuta Uchida; Md. Al Mehedi Hasan; Akiko Megumi; Akira Yasumura (IEEE Access, 2023)

TaLU: A Hybrid Activation Function Combining Tanh and Rectified Linear Unit to Enhance Neural Networks. - Md. Al Mehedi Hasan; Md. Ali Hossain; Azmain Yakin Srizon; Abu Sayeed (CoRR, 2023)

Rotation, Translation and Scale Invariant Sign Word Recognition Using Deep Learning. - Abu Saleh Musa Miah; Jungpil Shin 001; Md. Al Mehedi Hasan; Md. Abdur Rahim; Yuichi Okuyama 001 (Comput. Syst. Sci. Eng., 2023)

Gene Expression and Metadata Based Identification of Key Genes for Hepatocellular Carcinoma Using Machine Learning and Statistical Models. - Md. Al Mehedi Hasan; Md. Maniruzzaman; Jungpil Shin 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Multistage Spatial Attention-Based Neural Network for Hand Gesture Recognition. - Abu Saleh Musa Miah; Md. Al Mehedi Hasan; Jungpil Shin 001; Yuichi Okuyama 001; Yoichi Tomioka (Comput., 2023)

Real-to-bin conversion for protein residue distances. - Julia Rahman; M. A. Hakim Newton; Md. Al Mehedi Hasan; Abdul Sattar 001 (Comput. Biol. Chem., 2023)

WGCNA and Machine Learning-Based Integrative Bioinformatics Analysis for Identifying Key Genes of Colorectal Cancer. - Md. Al Mehedi Hasan; Md. Maniruzzaman; Jungpil Shin 001 (IEEE Access, 2024)

Feature Fusion Based Ensemble of Deep Networks for Acute Leukemia Diagnosis Using Microscopic Smear Images. - Md Hasib Al Muzdadid Haque Himel; Md. Al Mehedi Hasan; Taro Suzuki; Jungpil Shin 001 (IEEE Access, 2024)

Machine Learning-Based ADHD Detection From fNIRs Signal During Reverse Stroop Tasks. - Md. Maniruzzaman; Koki Hirooka; Yoichi Tomioka; Md. Al Mehedi Hasan; Yong Seok Hwang; Akiko Megumi; Akira Yasumura; Jungpil Shin 001 (IEEE Access, 2024)

Sign Language Recognition Using Graph and General Deep Neural Network Based on Large Scale Dataset. - Abu Saleh Musa Miah; Md. Al Mehedi Hasan; Satoshi Nishimura; Jungpil Shin 001 (IEEE Access, 2024)

Classification of Hand-Movement Disabilities in Parkinson's Disease Using a Motion-Capture Device and Machine Learning. - Jungpil Shin 001; Masahiro Matsumoto; Md. Maniruzzaman; Md. Al Mehedi Hasan; Koki Hirooka; Yuki Hagihara; Naoki Kotsuki; Satomi Inomata-Terada; Yasuo Terao; Shunsuke Kobayashi (IEEE Access, 2024)

Analyzing students' academic performance using educational data mining. - Sazol Sarker; Mahit Kumar Paul; Sheikh Tasnimul Hasan Thasin; Md. Al Mehedi Hasan (Comput. Educ. Artif. Intell., 2024)

Cervical Cancer Detection Using Multi-Branch Deep Learning Model. - Tatsuhiro Baba; Abu Saleh Musa Miah; Jungpil Shin 001; Md. Al Mehedi Hasan (CoRR, 2024)

Multichannel Attention Networks with Ensembled Transfer Learning to Recognize Bangla Handwritten Charecter. - Farhanul Haque; Md. Al Mehedi Hasan; Sumaiya Tabssum Mou; Abu Saleh Musa Miah; Jungpil Shin 001; Md. Abdur Rahim (CoRR, 2024)

Computer-Aided Fall Recognition Using a Three-Stream Spatial-Temporal GCN Model with Adaptive Feature Aggregation. - Jungpil Shin 001; Abu Saleh Musa Miah; Rei Egawa; Koki Hirooka; Md. Al Mehedi Hasan; Yoichi Tomioka; Yong Seok Hwang (CoRR, 2024)

Bengali Sign Language Recognition through Hand Pose Estimation using Multi-Branch Spatial-Temporal Attention Model. - Abu Saleh Musa Miah; Md. Al Mehedi Hasan; Md Hadiuzzaman; Muhammad Nazrul Islam; Jungpil Shin 001 (CoRR, 2024)

Deep Learning Assisted Intelligent Human Computer Interaction for Next Generation Internet Applications. - Md. Al Mehedi Hasan; Yong Seok Hwang; Jungpil Shin 001 (Informatica (Slovenia), 2024)

A robust encoder decoder based weighted segmentation and dual staged feature fusion based meta classification for breast cancer utilizing ultrasound imaging. - Md Hasib Al Muzdadid Haque Himel; Pallab Chowdhury; Md. Al Mehedi Hasan (Intell. Syst. Appl., 2024)

CARBO: Clustering and rotation based oversampling for class imbalance learning. - Mahit Kumar Paul; Biprodip Pal; A. H. M. Sarowar Sattar; A. S. M. Mustakim Rahman Siddique; Md. Al Mehedi Hasan (Knowl. Based Syst., 2024)

Hand Gesture Recognition for Multi-Culture Sign Language Using Graph and General Deep Learning Network. - Abu Saleh Musa Miah; Md. Al Mehedi Hasan; Yoichi Tomioka; Jungpil Shin 001 (IEEE Open J. Comput. Soc., 2024)

Spatial-temporal attention with graph and general neural network-based sign language recognition. - Abu Saleh Musa Miah; Md. Al Mehedi Hasan; Yuichi Okuyama 001; Yoichi Tomioka; Jungpil Shin 001 (Pattern Anal. Appl., 2024)

Effective features extraction and selection for hand gesture recognition using sEMG signal. - Abu Saleh Musa Miah; Jungpil Shin 001; Md. Al Mehedi Hasan (Multim. Tools Appl., 2024)