Md. Jakir Hossen

According to our database, Md. Jakir Hossen authored at least 49 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

BiLSTM-LIME: integrating NLP and advanced machine learning models for fake news detection.

Soily Ghosh Sneha, Anik Sen, Sumaiya Malik, Ashraf Uddin, Md. Jakir Hossen

Discov. Artif. Intell., December, 2026

HyOPTEnsemble: custom-weighted soft voting hyperparameter optimization ensemble model, explainable-AI for predicting mental state among university students.

Rasel Ahmed, Nafiz Fahad, Md. Saef Ullah Miah, Md. Jakir Hossen, Kanta Bhattacharjee

Discov. Artif. Intell., December, 2026

Pattern Recognition Tasks with Personalized Federated Learning.

Md. Arifur Rahman, Isha Das, Mushfiqur Rahman Abir, B. M. Taslimul Haque, Abdullah Al Noman, Abir Ahmed, Md. Jakir Hossen

CoRR, May, 2026

Hybrid Deep Learning Approach for Coupled Demand Forecasting and Supply Chain Optimization.

Nusrat Yasmin Nadia, Md Habibul Arif, Habibor Rahman Rabby, Md Iftekhar Monzur Tanvir, Md. Jakir Hossen, M. F. Mridha

CoRR, April, 2026

WISE : A Weighted Hybrid Ensemble of CNN and Tree-Based Models for Robust IoT Intrusion Detection.

Md. Asifur Rahman, Md. Mohsin Kabir, Md. Jakir Hossen, Mohammed Firoz Mridha

Secur. Priv., 2026

Routed Expert-Based Emotion Detector for Multi-Label Emotion Classification.

Abu Zahid Md Jalal Uddin, Md. Mithun Hossain, A. S. M. Ahsanul Sarkar Akib, Muhammad Firoz Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2026

HybridTabNet-QC: A Transformer-Based Clinical Feature Fusion Framework for Heart Disease Risk Prediction.

Fuad Mahmud, Ashim Chandra Das, Md Shujan Shak, Nabila Rahman, Arifa Eva, M. F. Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2026

A Multi-Task Neural Framework for Unified Alert Processing and Incident Prediction in Enterprise IT Systems.

Mohammed Saad Javeed, Jannatul Maua, Rahomotul Islam, Mumtahina Ahmed, Muhammad Firoz Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2026

Human-in-the-Loop Feature Selection Using Interpretable Kolmogorov-Arnold Network-Based Double Deep Q-Network.

Md Abrar Jahin, M. F. Mridha, Nilanjan Dey, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2026

Bio-MutClassNet: A Context-Aware Hybrid Transformer Framework for Precision Oncology via Attention-Based Genetic Mutation Classification.

Sultanul Arifeen Hamim, Md Tafhimul Haque Sadi, M. F. Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2026

Dual-Encoder Adversarial Learning for Cloud-Based Cyber Intrusion Detection.

Md Al Amin, Mohammad Shafat Ahsan, Rahomotul Islam, Mumtahina Ahmed, Muhammad Firoz Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2026

Attention-Based Geo-Textual Fusion Network for Disaster Risk Prediction.

Mohammad Shafat Ahsan, Mst Sanjida Alam, Syed Sajjad Ahmed, MD Tanzimul Islam, Hashibul Ahsan Shoaib, M. F. Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2026

A hybrid clinical temporal graph neural network model for time series data to predict health deterioration in ICU patients.

Nusrat Jahan Trisna, M. F. Mridha, Md. Jakir Hossen

Inf. Syst., 2026

Agentic artificial intelligence is the future of cancer detection and diagnosis.

Sayedur Rahman, Md. Tanzib Hosain, Nafiz Fahad, Md. Kishor Morol, Md. Jakir Hossen

Array, 2026

Smart driving with AI: A review of CNN approaches to drowsiness detection.

Riadul Islam Rabbi, Em Poh Ping, Md. Jakir Hossen

Array, 2026

2025

Adaptive resource allocation and routing for integrated sensing and communications for wireless technologies.

Manochandar Subramaniyan, Thiruppathy Kesavan Venkatasamy, Nithya Thotakuruchi Mathiyalagan, Md. Jakir Hossen

EURASIP J. Wirel. Commun. Netw., December, 2025

ConMatFormer: A Multi-attention and Transformer Integrated ConvNext based Deep Learning Model for Enhanced Diabetic Foot Ulcer Classification.

Raihan Ahamed Rifat, Fuyad Hasan Bhoyan, Md. Humaion Kabir Mehedi, Md Kaviul Hossain, Md. Jakir Hossen, Muhammad Firoz Mridha

CoRR, October, 2025

Vision Transformers for End-to-End Quark-Gluon Jet Classification from Calorimeter Images.

Md Abrar Jahin, Shahriar Soudeep, Arian Rahman Aditta, Muhammad Firoz Mridha, Nafiz Fahad, Md. Jakir Hossen

CoRR, June, 2025

Advancing Exchange Rate Forecasting: Leveraging Machine Learning and AI for Enhanced Accuracy in Global Financial Markets.

Md. Yeasin Rahat, Rajan Das Gupta, Nur Raisa Rahman, Sudipto Roy Pritom, Samiur Rahman Shakir, Md Imrul Hasan Showmick, Md. Jakir Hossen

CoRR, June, 2025

An Explainable Deep Learning Framework for Brain Stroke and Tumor Progression via MRI Interpretation.

Rajan Das Gupta, Md Imrul Hasan Showmick, Mushfiqur Rahman Abir, Shanjida Akter, Md. Yeasin Rahat, Md. Jakir Hossen

CoRR, June, 2025

Real-Time Confidence Detection through Facial Expressions and Hand Gestures.

Tanjil Hasan Sakib, Samia Jahan Mojumder, Rajan Das Gupta, Md Imrul Hasan Showmick, Md. Yeasin Rahat, Md. Jakir Hossen

CoRR, June, 2025

Exploring the Convergence of HCI and Evolving Technologies in Information Systems.

Rajan Das Gupta, Ashikur Rahman, Md Imrul Hasan Showmick, Md. Yeasin Rahat, Md. Jakir Hossen

CoRR, June, 2025

TACS-Net: Temporal-Aware Customer Segmentation Network.

Abu Sadat Mohammad Shaker, Md Tohidul Islam, A T. M. Omor Faruq, Hritika Barua, Uland Rozario, M. F. Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2025

FedSalesNet: A Federated Learning-Inspired Deep Neural Framework for Decentralized Multi-Store Sales Forecasting.

Nabila Rahman, Fuad Mahmud, Ashim Chandra Das, Md Shujan Shak, Rahomotul Islam, Muhammad Firoz Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2025

CustXaiNet: A Multi-Modal Deep Learning Framework for Predicting Customer Behavior With Explainable AI.

Afsana Alam Nova, Mir Nafiul Nagib, Rahat Pervez, Md. Jakir Hossen, Muhammad Firoz Mridha

IEEE Open J. Comput. Soc., 2025

Lead-Aware Multi-Resolution Transformer With Domain Adaptation for Beat-Level ECG Arrhythmia Classification.

Masuduzzaman Niloy, MD Tanzimul Islam, Md Shafiq Ullah, Jobayar Alom, Mumtahina Ahmed, M. F. Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2025

ABMF-Net: An Attentive Bayesian Multi-Stage Deep Learning Model for Robust Forecasting of Electricity Price and Demand.

Md Nazmul Hossain Mir, Arindam Kishor Biswas, Md Shariful Alam Bhuiyan, Md. Golam Rabbani Abir, Muhammad Firoz Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2025

A Physics-Guided Bayesian Neural Network for Sensor Fault Detection in Wind Turbines.

MD Azam Khan, Arifur Rahman, Farhad Uddin Mahmud, Kanchon Kumar Bishnu, Hadiur Rahman Nabil, Muhammad Firoz Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2025

A Dual-Encoder Approach to Bankruptcy Prediction With Financial Ratios and Corporate Disclosures.

Md Tohidul Islam, Jannatul Maua, Rahomotul Islam, Mumtahina Ahmed, M. F. Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2025

UniBizNet: A Unified Business Intelligence Network for Strategic Multimodal Data Integration and Predictive Analysis.

Md Amit Hasan, Md Shahin Alam Mozumder, Md Rokibul Hasan, Mohammad Balayet Hossain Sakil, A S. M. Morshedul Hoque, M. F. Mridha, Md. Jakir Hossen

IEEE Open J. Comput. Soc., 2025

Bilingual Bangla OCR for Rural Empowerment: Detecting Handwritten Queries and Agricultural Assistance.

Mahanur Alam, Md. Johirul Islam Tutul, Md. Anwar Hussen Wadud, Md. Jakir Hossen, Muhammad Firoz Mridha

IEEE Open J. Comput. Soc., 2025

Fusing explainable deep learning ensembles and LLM recommendations for real-time plant leaf disease diagnosis.

Dip Kumar Saha, Mohammad Rasel Ahmed, Tushar Deb Nath, Rounakul Islam Boby, Md. Jakir Hossen, M. F. Mridha

Intell. Syst. Appl., 2025

WH-XGBoosting: A Multi-Stage Intrusion Detection Framework for Securing Communication in Electric Vehicle Smart Grid Networks.

Thiruppathy Kesavan Venkatasamy, Gopi Ramasamy, Md. Jakir Hossen, Joseph Emerson Raja

IET Commun., 2025

Developing comprehensive hypertension ontology: Addressing data integration gaps to improve healthcare results.

Fariya Sultana Prity, Mohammad Mahmudul Hasan, Nafiz Fahad, Michael Kah Ong Goh, Md. Jakir Hossen, M. M. Manjurul Islam

Health Informatics J., 2025

Generative AI in clinical (2020-2025): a mini-review of applications, emerging trends, and clinical challenges.

Nafiz Fahad, Riadul Islam Rabbi, Sumayea Benta Hasan, Fariya Sultana Prity, Rasel Ahmed, Farhana Ahmed, Md. Jakir Hossen, Tze Hui Liew, Md Shohel Sayeed, Michael Kah Ong Goh

Frontiers Digit. Health, 2025

MangoLeafXNet: An Explainable Deep Learning Model for Accurate Mango Leaf Disease Classification.

Md Eshmam Rayed, Jamin Rahman Jim, Md Juniadul Islam, Muhammad Firoz Mridha, Md. Mohsin Kabir, Md. Jakir Hossen

IEEE Access, 2025

Techno-Economic, Predictive Modeling, and Demand Response Analysis of a Renewable Energy-Based Microgrid for Residential Applications.

Md. Feroz Ali, Md. Rafiqul Islam Sheikh, Abdullah Al Mamun, Md. Jakir Hossen

IEEE Access, 2025

Real-Time Detection of Forest Fires Using FireNet-CNN and Explainable AI Techniques.

Gazi Mohammad Imdadul Alam, Naima Tasnia, Tapu Biswas, Md. Jakir Hossen, Sharia Arfin Tanim, Md Saef Ullah Miah

IEEE Access, 2025

BRAINS: A Retrieval-Augmented System for Alzheimer's Detection and Monitoring.

Rajan Das Gupta, Md. Kishor Morol, Nafiz Fahad, Md. Tanzib Hosain, Sumaya Binte Zilani Choya, Md. Jakir Hossen

Proceedings of the International Conference on Machine Learning and Applications, 2025

AdeptHEQ-FL: Adaptive Homomorphic Encryption for Federated Learning of Hybrid Classical-Quantum Models with Dynamic Layer Sparing.

Md Abrar Jahin, Taufikur Rahman Fuad, Muhammad Firoz Mridha, Nafiz Fahad, Md. Jakir Hossen

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

DyCAF-Net: Dynamic Class-Aware Fusion Network.

Md Abrar Jahin, Shahriar Soudeep, Muhammad Firoz Mridha, Nafiz Fahad, Md. Jakir Hossen

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

Optimized Machine Learning Models and Stacking Hybrid Approach for Chronic Kidney Disease Prediction.

Md Sharifuzzaman, Nafiz Fahad, Riadul Islam Rabbi, Ridwan Jamal Sadib, Ekramul Haque Tusher, Tze Hui Liew, Mohammad Naimul Islam, Md Saef Ullah Miah, Md. Jakir Hossen

Proceedings of the Artificial Intelligence Applications and Innovations, 2025

2024

Tool-Emitted Sound Signal Decomposition Using Wavelet and Empirical Mode Decomposition Techniques - A Comparison.

Joseph Emerson Raja, Md. Jakir Hossen, Thangavel Bhuvaneswari, Nor Azlina Bt Ab. Aziz, Thong Leng Lim, Pushpa Rani Mariathangam

Symmetry, September, 2024

The Generative AI Landscape in Education: Mapping the Terrain of Opportunities, Challenges, and Student Perception.

Zishan Ahmed, Shakib Sadat Shanto, Most. Humayra Khanom Rime, Md. Kishor Morol, Nafiz Fahad, Md. Jakir Hossen, Md. Abdullah-Al-Jubair

IEEE Access, 2024

2022

A Comprehensive Review on Lane Marking Detection Using Deep Neural Networks.

Abdullah Al Mamun, Em Poh Ping, Md. Jakir Hossen, Anik Tahabilder, Busrat Jahan

Sensors, 2022

A Novel Framework Based on CNN-LSTM Neural Network for Prediction of Missing Values in Electricity Consumption Time-Series Datasets.

Syed Nazir Hussain, Azlan Abd. Aziz, Md. Jakir Hossen, Nor Azlina Bt Ab. Aziz, Gajula Ramana Murthy, Fajaruddin Bin Mustakim

J. Inf. Process. Syst., 2022

2014

Real-time human versus animal classification using pyro-electric sensor array and Hidden Markov Model.

Md. Jakir Hossen, Eddie L. Jacobs, Srikanth Chari

Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014

2011

A hybrid-based Modified Adaptive Fuzzy Inference Engine for pattern classification.

Md Shohel Sayeed, Abdul Rahman Ramli, Md. Jakir Hossen, Khairulmizam Samsudin, Fakhrul Zaman Rokhani

Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

Multiresolution texture models for brain tumor segmentation in MRI.

Khan M. Iftekharuddin, Shaheen Ahmed, Md. Jakir Hossen

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011