Md. Rashedul Islam

82 papers C 6Misc 1Journal 54Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Predictive Analytics for Dementia: Machine Learning on Healthcare Data. CoRR Shafiul Ajam Opee, Nafiz Fahad, Anik Sen, Rasel Ahmed, Fariha Jahan, Md. Kishor Morol, Md. Rashedul Islam
2025	J	`jnl`	A Comprehensive Survey on Advanced Data Science Platforms for Cyber-Physical Systems, Digital Twins, and Robotics. IEEE Access Raihan Kabir, Yutaka Watanobe, Dake Ding, Md. Rashedul Islam, Keitaro Naruse
2025	J	`jnl`	A Dual Output Temporal Convolutional Network With Attention Architecture for Stock Price Prediction and Risk Assessment. IEEE Access Arindam Kishor Biswas, Md Shariful Alam Bhuiyan, Md Nazmul Hossain Mir, Ashifur Rahman, Mohammed Firoz Mridha, Md. Rashedul Islam, Yutaka Watanobe
2025	—	`conf`	A Hybrid Approach for Path Planning in Harsh Environments Combining WOA and DMSGPSO. IEA/AIE (2) Md Obaydullah Al Numan, Raihan Kabir, Md. Rashedul Islam, Yutaka Watanobe
2025	J	`jnl`	A Hybrid Temporal Convolutional Network and Transformer Model for Accurate and Scalable Sales Forecasting. IEEE Open J. Comput. Soc. Md Al Rafi, Gourab Nicholas Rodrigues, Md Nazmul Hossain Mir, Md Shahriar Mahmud Bhuiyan, Muhammad Firoz Mridha, Md. Rashedul Islam, Yutaka Watanobe
2025	J	`jnl`	A Novel Approach to Elevator Safety: Semi-Supervised Data Labeling for Function Classification and Uneven Rope Tension Detection Using FBG Sensors. IEEE Access Md. Rajibul Islam, Linyue Lu, Md. Rashedul Islam, W. H. Tsang, W. H. Chung, Calvin K. F. Leung, Y. K. Ng, Kei-Chun Cheng, Hwa-Yaw Tam
2025	J	`jnl`	Assessing of software security reliability: Dimensional security assurance techniques. Comput. Secur. Mohammad Ali, Ahsan Ullah, Md. Rashedul Islam, Rifat Hossain
2025	—	`conf`	CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection. IEA/AIE (2) Md Abrar Jahin, Shahriar Soudeep, Fahmid Al Farid, Muhammad Firoz Mridha, Raihan Kabir, Md. Rashedul Islam, Hezerul Abdul Karim
2025	J	`jnl`	CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection. CoRR Md Abrar Jahin, Shahriar Soudeep, Muhammad Firoz Mridha, Raihan Kabir, Md. Rashedul Islam, Yutaka Watanobe
2025	J	`jnl`	Federated Learning With Adaptive Regularization for Efficient Edge Data Corruption Detection in Edge Intelligence. IEEE Trans. Cloud Comput. Md. Rashedul Islam, Md Palash Uddin, Yong Xiang, Kuo-Hui Yeh, Lu Liu, Jonathan Kua
2025	J	`jnl`	Hybrid Contrastive Learning With Attention-Based Neural Networks for Robust Fraud Detection in Digital Payment Systems. IEEE Open J. Comput. Soc. Md Shahin Alam Mozumder, Mohammad Balayet Hossain Sakil, Md Rokibul Hasan, Md Amit Hasan, K. M. Nafiur Rahman Fuad, M. F. Mridha, Md. Rashedul Islam, Yutaka Watanobe
2025	J	`jnl`	Multiple Edge Data Integrity Verification With Multi-Vendors and Multi-Servers in Mobile Edge Computing. IEEE Trans. Mob. Comput. Md. Rashedul Islam, Yong Xiang, Md Palash Uddin, Yao Zhao, Jonathan Kua, Longxiang Gao
2025	J	`jnl`	Oitijjo-3D: Generative AI Framework for Rapid 3D Heritage Reconstruction from Street View Imagery. CoRR Momen Khandoker Ope, Akif Islam, Mohd Ruhul Ameen, Abu Saleh Musa Miah, Md. Rashedul Islam, Jungpil Shin
2025	J	`jnl`	Revolutionizing Rose Grading: Real-Time Detection and Accurate Assessment with YOLOv8 and Deep Learning Models. SN Comput. Sci. Afia Tasnim, Baivab Das, Md. Rajibul Islam, Md. Amiruzzaman, Md. Rashedul Islam, Nadeem Ahmed
2025	—	`conf`	Robotic Path Optimization for Efficient Robot Movement in Harsh Environments. IEA/AIE (2) Raihan Kabir, Keitaro Naruse, Md. Rashedul Islam, Dake Ding
2025	—	`conf`	SkinPalNet: An Advanced Ensemble Model for Skin Cancer Diagnosis with Computer Vision Approach. IEA/AIE (1) Osim Kumar Pal, Fahmid Al Farid, M. F. Mridha, Raihan Kabir, Md. Rashedul Islam, Hezerul Abdul Karim
2024	J	`jnl`	A Robust Deep Feature Extraction Method for Human Activity Recognition Using a Wavelet Based Spectral Visualisation Technique. Sensors Nadeem Ahmed, Md Obaydullah Al Numan, Raihan Kabir, Md. Rashedul Islam, Yutaka Watanobe
2024	J	`jnl`	DCNN: Deep Convolutional Neural Network With XAI for Efficient Detection of Specific Language Impairment in Children. IEEE Access Khan Md. Hasib, Muhammad Firoz Mridha, Md. Humaion Kabir Mehedi, Kazi Omar Faruk, Rabeya Khatun Muna, Shahriar Iqbal, Md. Rashedul Islam, Yutaka Watanobe
2024	J	`jnl`	Enhanced Robot Motion Block of A-Star Algorithm for Robotic Path Planning. Sensors Raihan Kabir, Yutaka Watanobe, Md. Rashedul Islam, Keitaro Naruse
2024	J	`jnl`	Evaluation of Feature Transformation and Machine Learning Models on Early Detection of Diabetes Mellitus. IEEE Access Ahmed Ali Linkon, Inshad Rahman Noman, Md. Rashedul Islam, Joy Chakra Bortty, Kanchon Kumar Bishnu, Araf Islam, Rakibul Hasan, Masuk Abdullah
2024	J	`jnl`	Improving Hyperspectral Image Classification with Compact Multi-Branch Deep Learning. Remote. Sens. Md. Rashedul Islam, Md. Touhid Islam, Md Palash Uddin, Anwaar Ulhaq
2024	J	`jnl`	Spectrally Segmented-Enhanced Neural Network for Precise Land Cover Object Classification in Hyperspectral Imagery. Remote. Sens. Md. Touhid Islam, Md. Rashedul Islam, Md Palash Uddin, Anwaar Ulhaq
2023	J	`jnl`	A Deep Learning-Based Hyperspectral Object Classification Approach via Imbalanced Training Samples Handling. Remote. Sens. Md. Touhid Islam, Md. Rashedul Islam, Md Palash Uddin, Anwaar Ulhaq
2023	J	`jnl`	An Educational Data Mining System for Predicting Students' Programming Performance. J. Inf. Hiding Multim. Signal Process. Md. Rashedul Islam, Adiba Mahjabin Nitu, Md. Abdulla Al Mamun, Md Abu Marjan, Md Palash Uddin, Masud Ibn Afjal
2023	—	`conf`	An IoT-Based Health Care Solution: A Smart Medical Box. ASSE Adib Mahamud Khan, Raihan Kabir, Nigar Sultana Sudha, Nadeem Ahmed, Yutaka Watanobe, Md. Rashedul Islam
2023	J	`jnl`	An Unsupervised Writer Identification Based on Generating Clusterable燛mbeddings. Comput. Syst. Sci. Eng. Muhammad Firoz Mridha, Zabir Mohammad, Muhammad Mohsin Kabir, Aklima Akter Lima, Sujoy Chandra Das, Md. Rashedul Islam, Yutaka Watanobe
2023	J	`jnl`	Energy-Efficient Hybrid Powered Cloud Radio Access Network (C-RAN) for 5G. IEEE Access Mst. Rubina Aktar, Md. Shamim Anower, Md. Zahurul Islam Sarkar, Abu Sadat Md. Sayem, Md. Rashedul Islam, Allama Iqbal Akash, Mst. Rumana Akter Rume, Gholamhosein Moloudian, Ali Lalbakhsh
2023	J	`jnl`	Enhanced Robot Motion Block of A-star Algorithm for Robotic Path Planning. CoRR Raihan Kabir, Yutaka Watanobe, Md. Rashedul Islam, Keitaro Naruse
2023	J	`jnl`	G-BERT: An Efficient Method for Identifying Hate Speech in Bengali Texts on Social Media. IEEE Access Ashfia Jannat Keya, Muhammad Mohsin Kabir, Nusrat Jahan Shammey, Muhammad Firoz Mridha, Md. Rashedul Islam, Yutaka Watanobe
2023	J	`jnl`	Hyperspectral Image Classification via Information Theoretic Dimension Reduction. Remote. Sens. Md. Rashedul Islam, Ayasha Siddiqa, Masud Ibn Afjal, Md Palash Uddin, Anwaar Ulhaq
2023	J	`jnl`	Mutual Information-Driven Feature Reduction for Hyperspectral Image Classification. Sensors Md. Rashedul Islam, Boshir Ahmed, Md. Ali Hossain, Md Palash Uddin
2023	—	`conf`	Optimal Channel Selection for EEG-Based Enhanced Brain Robot Interface for Autonomous Wheelchair. iCAST Sabbir Ahmed Sibli, Raihan Kabir, Nuray Jannat, Yutaka Watanobe, Md. Rashedul Islam
2023	J	`jnl`	Plant Disease Detection and Classification Using Deep Learning Models. J. Comput. Sci. Coll. S. Konduru, Md. Amiruzzaman, Vijayendra D. Avina, Md. Rashedul Islam
2022	J	`jnl`	A Comprehensive Survey on the Process, Methods, Evaluation, and Challenges of Feature Selection. IEEE Access Md. Rashedul Islam, Aklima Akter Lima, Sujoy Chandra Das, Muhammad Firoz Mridha, Akibur Rahman Prodeep, Yutaka Watanobe
2022	—	`conf`	A Machine Learning Based Analysis Between Climate Change and Human Health: A Correlational Study. ICCA Md Fahim, Md. Ekhtiar Uddin, Rizve Ahmed, Md. Rashedul Islam, Nadeem Ahmed
2022	C	`conf`	Effectiveness of Robot Motion Block on A-Star Algorithm for Robotic Path Planning. SoMeT Raihan Kabir, Yutaka Watanobe, Keitaro Naruse, Md. Rashedul Islam
2022	—	`conf`	Service Point Searching for Disabled People using Wheelchair based Robotic Path Planning and ArUco Markers. WF-IoT Raihan Kabir, Yutaka Watanobe, Md. Rashedul Islam, Keitaro Naruse
2022	—	`conf`	Spectral-Spatial Feature Reduction for Hyperspectral Image Classification. MIET (2) Md. Touhid Islam, Mohadeb Kumar, Md. Rashedul Islam
2022	J	`jnl`	Unknown Object Detection Using a One-Class Support Vector Machine for a Cloud-Robot System. Sensors Raihan Kabir, Yutaka Watanobe, Md. Rashedul Islam, Keitaro Naruse, Md. Mostafizer Rahman
2021	—	`conf`	A Cloud-Based Robot Framework for Indoor Object Identification Using Unsupervised Segmentation Technique and Convolution Neural Network (CNN). IEA/AIE (2) Raihan Kabir, Yutaka Watanobe, Md. Rashedul Islam
2021	J	`jnl`	A dielectric resonator based line stripe miniaturized ultra-wideband antenna for fifth-generation applications. Int. J. Commun. Syst. Md. Zulfiker Mahmud, Md. Samsuzzaman, Liton Chandra Paul, Md. Rashedul Islam, Ayman Abdulhadi Althuwayb, Mohammad Tariqul Islam
2021	J	`jnl`	A dielectric resonator based line stripe miniaturized ultra-wideband antenna for fifth-generation applications. Int. J. Commun. Syst. Md. Zulfiker Mahmud, Md. Samsuzzaman, Liton Chandra Paul, Md. Rashedul Islam, Ayman Abdulhadi Althuwayb, Mohammad Tariqul Islam
2021	J	`jnl`	A modified LSB image steganography method using filtering algorithm and stream of password. Inf. Secur. J. A Glob. Perspect. Md. Rashedul Islam, T. R. Tanni, S. Parvin, M. J. Sultana, Ayasha Siddiqa
2021	C	`conf`	An Efficient Cloud Framework for Multi-Robot System Management. SoMeT Raihan Kabir, Yutaka Watanobe, Keita Nakamura, Md. Rashedul Islam, Keitaro Naruse
2021	J	`jnl`	Brain-Computer Interface: Advancement and Challenges. Sensors Muhammad Firoz Mridha, Sujoy Chandra Das, Muhammad Mohsin Kabir, Aklima Akter Lima, Md. Rashedul Islam, Yutaka Watanobe
2021	J	`jnl`	Tri Circle Split Ring Resonator Shaped Metamaterial With Mathematical Modeling for Oil Concentration Sensing. IEEE Access Md. Rashedul Islam, Mohammad Tariqul Islam, Ahasanul Hoque, Mohamed S. Soliman, Badariah Bais, Norsuzlin Mohd Sahar, Sami H. A. Almalki
2021	J	`jnl`	User Authentication Based on Handwriting Analysis of Pen-Tablet Sensor Data Using Optimal Feature Selection Model. Future Internet Nasima Begum, Md. Azim Hossain Akash, Sayma Rahman, Jungpil Shin, Md. Rashedul Islam, Md. Ezharul Islam
2020	J	`jnl`	A Robust Feature Extraction Model for Human Activity Characterization Using 3-Axis Accelerometer and Gyroscope Data. Sensors Rasel Ahmed Bhuiyan, Nadeem Ahmed, Md. Amiruzzaman, Md. Rashedul Islam
2020	J	`jnl`	A novel approach of cursive signature generation for personal identity. Int. J. Comput. Appl. Technol. Jungpil Shin, Md. Abdur Rahim, Md. Rashedul Islam, Keun Soo Yun
2020	J	`jnl`	An Internet of Things Based Smart Waste Management System Using LoRa and Tensorflow Deep Learning Model. IEEE Access Teoh Ji Sheng, Mohammad Shahidul Islam, Norbahiah Misran, Mohd Hafiz Baharuddin, Haslina Arshad, Md. Rashedul Islam, Muhammad Enamul Hoque Chowdhury, Hatem Rmili, Mohammad Tariqul Islam
2020	J	`jnl`	Arm movement activity based user authentication in P2P systems. Peer-to-Peer Netw. Appl. Jungpil Shin, Md. Rashedul Islam, Md. Abdur Rahim, Hyung-Jin Mun
2020	J	`jnl`	Development of Smart Healthcare Monitoring System in IoT Environment. SN Comput. Sci. Md. Milon Islam, Ashikur Rahaman, Md. Rashedul Islam
2020	—	`conf`	Discriminant Feature Extraction using Disease Segmentation for Automatic Leaf Disease Diagnosis. ICCA Raihan Kabir, Salman Jahan, Md. Rashedul Islam, Nabila Rahman, Md. Rajibul Islam
2020	—	`conf`	Efficient Frequency Domain Feature Extraction Model using EPS and LDA for Human Activity Recognition. ICKII Rasel Ahmed Bhuiyan, Md. Amiruzzaman, Nadeem Ahmed, Md. Rashedul Islam
2020	J	`jnl`	Enhanced Human Activity Recognition Based on Smartphone Sensor Data Using Hybrid Feature Selection Model. Sensors Nadeem Ahmed, Jahir Ibna Rafiq, Md. Rashedul Islam
2020	J	`jnl`	Gestural flick input-based non-touch interface for character input. Vis. Comput. Md. Abdur Rahim, Jungpil Shin, Md. Rashedul Islam
2020	J	`jnl`	Hand gesture recognition-based non-touch character writing system on a virtual keyboard. Multim. Tools Appl. Md. Abdur Rahim, Jungpil Shin, Md. Rashedul Islam
2020	J	`jnl`	Smoke Object Segmentation and the Dynamic Growth Feature Model for Video-Based Smoke Detection Systems. Symmetry Md. Rashedul Islam, Md. Amiruzzaman, Shahriar Nasim, Jungpil Shin
2020	—	`conf`	User Authentication Through Pen Tablet Data Using Imputation and Flatten Function. ICKII Md. Azim Hossain Akash, Nasima Begum, Sayma Rahman, Jungpil Shin, Md. Amiruzzaman, Md. Rashedul Islam
2019	J	`jnl`	Developing IoT Based Smart Health Monitoring Systems: A Review. Rev. d'Intelligence Artif. Ashikur Rahaman, Md. Milon Islam, Md. Rashedul Islam, Muhammad Sheikh Sadi, Sheikh Nooruddin
2019	—	`conf`	Dynamic Hand Gesture Based Sign Word Recognition Using Convolutional Neural Network with Feature Fusion. ICKII Md. Abdur Rahim, Jungpil Shin, Md. Rashedul Islam
2019	C	`conf`	EEG Motor Signal Analysis-Based Enhanced Motor Activity Recognition Using Optimal De-noising Algorithm. IJCCI Nuray Jannat, Sabbir Ahmed Sibli, Md. Anisur Rahaman Shuhag, Md. Rashedul Islam
2019	—	`conf`	Genetic Algorithm Based Optimal Feature Selection Extracted by Time-Frequency Analysis for Enhanced Sleep Disorder Diagnosis Using EEG Signal. IntelliSys (2) Md. Rashedul Islam, Md. Abdur Rahim, Md. Rajibul Islam, Jungpil Shin
2018	—	`conf`	Hand Gesture Feature Extraction Using Deep Convolutional Neural Network for Recognizing American Sign Language. ICFSP Md. Rashedul Islam, Ummey Kulsum Mitu, Rasel Ahmed Bhuiyan, Jungpil Shin
2018	Misc	`conf`	Histogram Alternation Based Digital Image Compression using Base-2 Coding. DICTA Md. Atiqur Rahman, Syed Mohammed Shamsul Islam, Jungpil Shin, Md. Rashedul Islam
2018	C	`conf`	Improved Subspace Detection Based on Minimum Noise Fraction and Mutual Information for Hyperspectral Image Classification. IJCCI Md. Rashedul Islam, Md. Ali Hossain, Boshir Ahmed
2018	J	`jnl`	Texture analysis based feature extraction using Gabor filter and SVD for reliable fault diagnosis of an induction motor. Int. J. Inf. Technol. Manag. Md. Rashedul Islam, Jia Uddin, Jong-Myon Kim
2017	—	`conf`	A Hybrid Feature Selection Scheme Based on Local Compactness and Global Separability for Improving Roller Bearing Diagnostic Performance. ACALCI M. M. Manjurul Islam, Md. Rashedul Islam, Jong-Myon Kim
2017	J	`jnl`	A Novel Transfer Learning Approach upon Hindi, Arabic, and Bangla Numerals using Convolutional Neural Networks. CoRR Abdul Kawsar Tushar, Akm Ashiquzzaman, Afia Afrin, Md. Rashedul Islam
2017	J	`jnl`	A video-based smoke detection using smoke flow pattern and spatial-temporal energy analyses for alarm systems. Inf. Sci. Dileep Kumar Appana, Md. Rashedul Islam, Sheraz A. Khan, Jong-Myon Kim
2017	—	`conf`	Real-time feedback-centric nurse calling system with archive monitoring using Raspberry Pi. NSysS (2) Mohammad Sakib Mahmud, Mahbub Arab Majumder, Abdul Kawsar Tushar, Md. Mahtab Kamal, Akm Ashiquzzaman, Md. Rashedul Islam
2017	J	`jnl`	Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network. CoRR Akm Ashiquzzaman, Abdul Kawsar Tushar, Md. Rashedul Islam, Jong-Myon Kim
2017	—	`conf`	Reliable Fault Diagnosis of Bearings Using Distance and Density Similarity on an Enhanced k-NN. ACALCI Dileep Kumar Appana, Md. Rashedul Islam, Jong-Myon Kim
2017	—	`conf`	Retrieving YouTube video by sentiment analysis on user comment. ICSIPA Hanif Bhuiyan, Jinat Ara, Rajon Bardhan, Md. Rashedul Islam
2016	J	`jnl`	A Hybrid Feature Selection Scheme for Reducing Diagnostic Performance Deterioration Caused by Outliers in Data-Driven Diagnostics. IEEE Trans. Ind. Electron. Myeongsu Kang, Md. Rashedul Islam, Jaeyoung Kim, Jong-Myon Kim, Michael G. Pecht
2016	J	`jnl`	Accelerating the formant synthesis of haegeum sounds using a general-purpose graphics processing unit. Multim. Tools Appl. Myeongsu Kang, Md. Shohidul Islam, Md. Rashedul Islam, Jong-Myon Kim
2016	J	`jnl`	Acoustic Emission Sensor Network Based Fault Diagnosis of Induction Motors Using a Gabor Filter and Multiclass Support Vector Machines. Ad Hoc Sens. Wirel. Networks Md. Rashedul Islam, Jia Uddin, Jong-Myon Kim
2016	J	`jnl`	Discriminant Feature Distribution Analysis-Based Hybrid Feature Selection for Online Bearing Fault Diagnosis in Induction Motors. J. Sensors Md. Rashedul Islam, Sheraz A. Khan, Jong-Myon Kim
2016	C	`conf`	Multi-core Accelerated Discriminant Feature Selection for Real-Time Bearing Fault Diagnosis. IEA/AIE Md. Rashedul Islam, Md. Sharif Uddin, Sheraz A. Khan, Jong-Myon Kim, Cheol Hong Kim
2015	—	`conf`	Maximum Class Separability-Based Discriminant Feature Selection Using a GA for Reliable Fault Diagnosis of Induction Motors. ICIC (3) Md. Rashedul Islam, Sheraz A. Khan, Jong-Myon Kim
2012	J	`jnl`	Properties of Stochastic Kronecker Graph CoRR Ahmed Mehedi Nizam, Md. Nasim Adnan, Md. Rashedul Islam, Mohammad Akbar Kabir
2009	C	`conf`	EMG signal decomposition using wavelet transformation with respect to different wavelet and a comparative study. ICIS Saleh Ahmed, Shamim Ahmad, Md. Omar Faruqe, Md. Rashedul Islam