Md. Jakir Hossen

47 papers B 1C 2Journal 40Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-Task Neural Framework for Unified Alert Processing and Incident Prediction in Enterprise IT Systems. IEEE Open J. Comput. Soc. Mohammed Saad Javeed, Jannatul Maua, Rahomotul Islam, Mumtahina Ahmed, Muhammad Firoz Mridha, Md. Jakir Hossen
2026	J	`jnl`	A hybrid clinical temporal graph neural network model for time series data to predict health deterioration in ICU patients. Inf. Syst. Nusrat Jahan Trisna, M. F. Mridha, Md. Jakir Hossen
2026	J	`jnl`	Agentic artificial intelligence is the future of cancer detection and diagnosis. Array Sayedur Rahman, Md. Tanzib Hosain, Nafiz Fahad, Md. Kishor Morol, Md. Jakir Hossen
2026	J	`jnl`	BiLSTM-LIME: integrating NLP and advanced machine learning models for fake news detection. Discov. Artif. Intell. Soily Ghosh Sneha, Anik Sen, Sumaiya Malik, Ashraf Uddin, Md. Jakir Hossen
2026	J	`jnl`	Dual-Encoder Adversarial Learning for Cloud-Based Cyber Intrusion Detection. IEEE Open J. Comput. Soc. Md Al Amin, Mohammad Shafat Ahsan, Rahomotul Islam, Mumtahina Ahmed, Muhammad Firoz Mridha, Md. Jakir Hossen
2026	J	`jnl`	Human-in-the-Loop Feature Selection Using Interpretable Kolmogorov-Arnold Network-Based Double Deep Q-Network. IEEE Open J. Comput. Soc. Md Abrar Jahin, M. F. Mridha, Nilanjan Dey, Md. Jakir Hossen
2026	J	`jnl`	HyOPTEnsemble: custom-weighted soft voting hyperparameter optimization ensemble model, explainable-AI for predicting mental state among university students. Discov. Artif. Intell. Rasel Ahmed, Nafiz Fahad, Md. Saef Ullah Miah, Md. Jakir Hossen, Kanta Bhattacharjee
2026	J	`jnl`	HybridTabNet-QC: A Transformer-Based Clinical Feature Fusion Framework for Heart Disease Risk Prediction. IEEE Open J. Comput. Soc. Fuad Mahmud, Ashim Chandra Das, Md Shujan Shak, Nabila Rahman, Arifa Eva, M. F. Mridha, Md. Jakir Hossen
2026	J	`jnl`	Smart driving with AI: A review of CNN approaches to drowsiness detection. Array Riadul Islam Rabbi, Em Poh Ping, Md. Jakir Hossen
2026	J	`jnl`	WISE : A Weighted Hybrid Ensemble of CNN and Tree-Based Models for Robust IoT Intrusion Detection. Secur. Priv. Md. Asifur Rahman, Md. Mohsin Kabir, Md. Jakir Hossen, Mohammed Firoz Mridha
2025	J	`jnl`	A Dual-Encoder Approach to Bankruptcy Prediction With Financial Ratios and Corporate Disclosures. IEEE Open J. Comput. Soc. Md Tohidul Islam, Jannatul Maua, Rahomotul Islam, Mumtahina Ahmed, M. F. Mridha, Md. Jakir Hossen
2025	J	`jnl`	A Physics-Guided Bayesian Neural Network for Sensor Fault Detection in Wind Turbines. IEEE Open J. Comput. Soc. MD Azam Khan, Arifur Rahman, Farhad Uddin Mahmud, Kanchon Kumar Bishnu, Hadiur Rahman Nabil, Muhammad Firoz Mridha, Md. Jakir Hossen
2025	J	`jnl`	ABMF-Net: An Attentive Bayesian Multi-Stage Deep Learning Model for Robust Forecasting of Electricity Price and Demand. IEEE Open J. Comput. Soc. Md Nazmul Hossain Mir, Arindam Kishor Biswas, Md Shariful Alam Bhuiyan, Md. Golam Rabbani Abir, Muhammad Firoz Mridha, Md. Jakir Hossen
2025	J	`jnl`	Adaptive resource allocation and routing for integrated sensing and communications for wireless technologies. EURASIP J. Wirel. Commun. Netw. Manochandar Subramaniyan, Thiruppathy Kesavan Venkatasamy, Nithya Thotakuruchi Mathiyalagan, Md. Jakir Hossen
2025	—	`conf`	AdeptHEQ-FL: Adaptive Homomorphic Encryption for Federated Learning of Hybrid Classical-Quantum Models with Dynamic Layer Sparing. ICCVW Md Abrar Jahin, Taufikur Rahman Fuad, Muhammad Firoz Mridha, Nafiz Fahad, Md. Jakir Hossen
2025	J	`jnl`	AdeptHEQ-FL: Adaptive Homomorphic Encryption for Federated Learning of Hybrid Classical-Quantum Models with Dynamic Layer Sparing. CoRR Md Abrar Jahin, Taufikur Rahman Fuad, Muhammad Firoz Mridha, Nafiz Fahad, Md. Jakir Hossen
2025	J	`jnl`	Advancing Exchange Rate Forecasting: Leveraging Machine Learning and AI for Enhanced Accuracy in Global Financial Markets. CoRR Md. Yeasin Rahat, Rajan Das Gupta, Nur Raisa Rahman, Sudipto Roy Pritom, Samiur Rahman Shakir, Md Imrul Hasan Showmick, Md. Jakir Hossen
2025	J	`jnl`	An Explainable Deep Learning Framework for Brain Stroke and Tumor Progression via MRI Interpretation. CoRR Rajan Das Gupta, Md Imrul Hasan Showmick, Mushfiqur Rahman Abir, Shanjida Akter, Md. Yeasin Rahat, Md. Jakir Hossen
2025	C	`conf`	BRAINS: A Retrieval-Augmented System for Alzheimer's Detection and Monitoring. ICMLA Rajan Das Gupta, Md. Kishor Morol, Nafiz Fahad, Md. Tanzib Hosain, Sumaya Binte Zilani Choya, Md. Jakir Hossen
2025	J	`jnl`	BRAINS: A Retrieval-Augmented System for Alzheimer's Detection and Monitoring. CoRR Rajan Das Gupta, Md. Kishor Morol, Nafiz Fahad, Md. Tanzib Hosain, Sumaya Binte Zilani Choya, Md. Jakir Hossen
2025	J	`jnl`	Bilingual Bangla OCR for Rural Empowerment: Detecting Handwritten Queries and Agricultural Assistance. IEEE Open J. Comput. Soc. Mahanur Alam, Md. Johirul Islam Tutul, Md. Anwar Hussen Wadud, Md. Jakir Hossen, Muhammad Firoz Mridha
2025	J	`jnl`	ConMatFormer: A Multi-attention and Transformer Integrated ConvNext based Deep Learning Model for Enhanced Diabetic Foot Ulcer Classification. CoRR Raihan Ahamed Rifat, Fuyad Hasan Bhoyan, Md. Humaion Kabir Mehedi, Md Kaviul Hossain, Md. Jakir Hossen, Muhammad Firoz Mridha
2025	J	`jnl`	CustXaiNet: A Multi-Modal Deep Learning Framework for Predicting Customer Behavior With Explainable AI. IEEE Open J. Comput. Soc. Afsana Alam Nova, Mir Nafiul Nagib, Rahat Pervez, Md. Jakir Hossen, Muhammad Firoz Mridha
2025	J	`jnl`	Developing comprehensive hypertension ontology: Addressing data integration gaps to improve healthcare results. Health Informatics J. Fariya Sultana Prity, Mohammad Mahmudul Hasan, Nafiz Fahad, Michael Kah Ong Goh, Md. Jakir Hossen, M. M. Manjurul Islam
2025	B	`conf`	DyCAF-Net: Dynamic Class-Aware Fusion Network. DSAA Md Abrar Jahin, Shahriar Soudeep, Muhammad Firoz Mridha, Nafiz Fahad, Md. Jakir Hossen
2025	J	`jnl`	DyCAF-Net: Dynamic Class-Aware Fusion Network. CoRR Md Abrar Jahin, Shahriar Soudeep, Muhammad Firoz Mridha, Nafiz Fahad, Md. Jakir Hossen
2025	J	`jnl`	Exploring the Convergence of HCI and Evolving Technologies in Information Systems. CoRR Rajan Das Gupta, Ashikur Rahman, Md Imrul Hasan Showmick, Md. Yeasin Rahat, Md. Jakir Hossen
2025	J	`jnl`	FedSalesNet: A Federated Learning-Inspired Deep Neural Framework for Decentralized Multi-Store Sales Forecasting. IEEE Open J. Comput. Soc. Nabila Rahman, Fuad Mahmud, Ashim Chandra Das, Md Shujan Shak, Rahomotul Islam, Muhammad Firoz Mridha, Md. Jakir Hossen
2025	J	`jnl`	Fusing explainable deep learning ensembles and LLM recommendations for real-time plant leaf disease diagnosis. Intell. Syst. Appl. Dip Kumar Saha, Mohammad Rasel Ahmed, Tushar Deb Nath, Rounakul Islam Boby, Md. Jakir Hossen, M. F. Mridha
2025	J	`jnl`	Generative AI in clinical (2020-2025): a mini-review of applications, emerging trends, and clinical challenges. Frontiers Digit. Health 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
2025	J	`jnl`	Lead-Aware Multi-Resolution Transformer With Domain Adaptation for Beat-Level ECG Arrhythmia Classification. IEEE Open J. Comput. Soc. Masuduzzaman Niloy, Md Tanzimul Islam, Md Shafiq Ullah, Jobayar Alom, Mumtahina Ahmed, M. F. Mridha, Md. Jakir Hossen
2025	J	`jnl`	MangoLeafXNet: An Explainable Deep Learning Model for Accurate Mango Leaf Disease Classification. IEEE Access Md Eshmam Rayed, Jamin Rahman Jim, Md Juniadul Islam, Muhammad Firoz Mridha, Md. Mohsin Kabir, Md. Jakir Hossen
2025	—	`conf`	Optimized Machine Learning Models and Stacking Hybrid Approach for Chronic Kidney Disease Prediction. AIAI (4) 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
2025	J	`jnl`	Real-Time Confidence Detection through Facial Expressions and Hand Gestures. CoRR Tanjil Hasan Sakib, Samia Jahan Mojumder, Rajan Das Gupta, Md Imrul Hasan Showmick, Md. Yeasin Rahat, Md. Jakir Hossen
2025	J	`jnl`	Real-Time Detection of Forest Fires Using FireNet-CNN and Explainable AI Techniques. IEEE Access Gazi Mohammad Imdadul Alam, Naima Tasnia, Tapu Biswas, Md. Jakir Hossen, Sharia Arfin Tanim, Md Saef Ullah Miah
2025	J	`jnl`	TACS-Net: Temporal-Aware Customer Segmentation Network. IEEE Open J. Comput. Soc. Abu Sadat Mohammad Shaker, Md Tohidul Islam, A T. M. Omor Faruq, Hritika Barua, Uland Rozario, M. F. Mridha, Md. Jakir Hossen
2025	J	`jnl`	Techno-Economic, Predictive Modeling, and Demand Response Analysis of a Renewable Energy-Based Microgrid for Residential Applications. IEEE Access Md. Feroz Ali, Md. Rafiqul Islam Sheikh, Abdullah Al Mamun, Md. Jakir Hossen
2025	J	`jnl`	UniBizNet: A Unified Business Intelligence Network for Strategic Multimodal Data Integration and Predictive Analysis. IEEE Open J. Comput. Soc. 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
2025	J	`jnl`	Vision Transformers for End-to-End Quark-Gluon Jet Classification from Calorimeter Images. CoRR Md Abrar Jahin, Shahriar Soudeep, Arian Rahman Aditta, Muhammad Firoz Mridha, Nafiz Fahad, Md. Jakir Hossen
2025	J	`jnl`	WH-XGBoosting: A Multi-Stage Intrusion Detection Framework for Securing Communication in Electric Vehicle Smart Grid Networks. IET Commun. Thiruppathy Kesavan Venkatasamy, Gopi Ramasamy, Md. Jakir Hossen, Joseph Emerson Raja
2024	J	`jnl`	The Generative AI Landscape in Education: Mapping the Terrain of Opportunities, Challenges, and Student Perception. IEEE Access Zishan Ahmed, Shakib Sadat Shanto, Most. Humayra Khanom Rime, Md. Kishor Morol, Nafiz Fahad, Md. Jakir Hossen, Md. Abdullah-Al-Jubair
2024	J	`jnl`	Tool-Emitted Sound Signal Decomposition Using Wavelet and Empirical Mode Decomposition Techniques - A Comparison. Symmetry Joseph Emerson Raja, Md. Jakir Hossen, Thangavel Bhuvaneswari, Nor Azlina Bt Ab. Aziz, Thong Leng Lim, Pushpa Rani Mariathangam
2022	J	`jnl`	A Comprehensive Review on Lane Marking Detection Using Deep Neural Networks. Sensors Abdullah Al Mamun, Em Poh Ping, Md. Jakir Hossen, Anik Tahabilder, Busrat Jahan
2022	J	`jnl`	A Novel Framework Based on CNN-LSTM Neural Network for Prediction of Missing Values in Electricity Consumption Time-Series Datasets. J. Inf. Process. Syst. Syed Nazir Hussain, Azlan Abd. Aziz, Md. Jakir Hossen, Nor Azlina Bt Ab. Aziz, Gajula Ramana Murthy, Fajaruddin Bin Mustakim
2014	—	`conf`	Real-time human versus animal classification using pyro-electric sensor array and Hidden Markov Model. Video Surveillance and Transportation Imaging Applications Md. Jakir Hossen, Eddie L. Jacobs, Srikanth Chari
2011	C	`conf`	A hybrid-based Modified Adaptive Fuzzy Inference Engine for pattern classification. HIS Md Shohel Sayeed, Abdul Rahman Ramli, Md. Jakir Hossen, Khairulmizam Samsudin, Fakhrul Zaman Rokhani
2011	—	`conf`	Multiresolution texture models for brain tumor segmentation in MRI. EMBC Khan M. Iftekharuddin, Shaheen Ahmed, Md. Jakir Hossen