Laith Alzubaidi

71 papers C 8Journal 57Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Review on Deep Learning Autoencoder in the Design of Next-Generation Communication Systems. IEEE Open J. Commun. Soc. Omar Alnaseri, Laith Alzubaidi, Yassine Himeur, Mohammed Alaa Ala'anzy, Jens Timmermann, Mohammed Salih Mohammed Gismalla, Shadi Atalla, Wathiq Mansoor
2026	J	`jnl`	IGPC-MSOS: A knowledge-preserving transfer learning framework with dynamic mode-switching for handling concept drift in network intrusion detection systems. Knowl. Based Syst. Methaq A. Shyaa, Noor Farizah Ibrahim, Zurinahni Zainol, Rosni Abdullah, Mohammed Anbar, Laith Alzubaidi
2026	J	`jnl`	Improving robustness in X-ray image classification through attention mechanisms in convolutional neural networks. PeerJ Comput. Sci. Zaenab Alammar, Laith Alzubaidi, Jinglan Zhang, Yuefeng Li, Zehui Zhao, Yuantong Gu
2026	J	`jnl`	SCANFormer: scale and context-aware nested feature fusion transformer for medical image segmentation. PeerJ Comput. Sci. Sri Kavya Ketagani, Laith Alzubaidi, Jinglan Zhang
2025	J	`jnl`	A Scalable and Generalised Deep Learning Framework for Anomaly Detection in Surveillance Videos. Int. J. Intell. Syst. Sabah Abdulazeez Jebur, Laith Alzubaidi, Ahmed Saihood, Khalid Ali Hussein, Haider K. Hoomod, Yuantong Gu
2025	J	`jnl`	A Secure and Adaptive Framework for Enhancing Intrusion Detection in IoT Networks Using Incremental Learning and Blockchain. Secur. Priv. Zaed S. Mahdi, Rana M. Zaki, Laith Alzubaidi
2025	J	`jnl`	A Trustworthy and Explainable Framework for Benchmarking Hybrid Deep Learning Models Based on Chest X-Ray Analysis in CAD Systems. Int. J. Inf. Technol. Decis. Mak. Ahmed Shihab Albahri, Mustafa Mohammed Jassim, Laith Alzubaidi, Rula A. Hamid, Mohamed Aktham Ahmed, Z. T. Al-qaysi, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Mustafa Esam Alqaysi, Thura J. Mohammed, Gang Kou, Fahd S. Alotaibi, Iman Mohamad Sharaf
2025	J	`jnl`	A comprehensive review on key technologies toward smart healthcare systems based IoT: technical aspects, challenges and future directions. Artif. Intell. Rev. Muntadher Alsabah, Marwah Abdulrazzaq Naser, Ahmed Shihab Albahri, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Sadiq H. Abdulhussain, Laith Alzubaidi
2025	J	`jnl`	ATD Learning: A secure, smart, and decentralised learning method for big data environments. Inf. Fusion Laith Alzubaidi, Sabah Abdulazeez Jebur, Tanya Abdulsattar Jaber, Mohanad A. Mohammed, Haider A. Alwzwazy, Ahmed Saihood, Harshala Gammulle, José Santamaría, Ye Duan, Clinton Fookes, Raja Jurdak, Yuantong Gu
2025	J	`jnl`	An Improved Best-Worst Method Integrated With Combined Compromise Solution for Evaluating Large Language Models. Int. J. Intell. Syst. Osamah Shihab Albahri, M. A. Alsalem, Ahmed Shihab Albahri, Moamin A. Mahmoud, Laith Alzubaidi, Abdullah Hussein Alamoodi, Iman Mohamad Sharaf
2025	J	`jnl`	Artificial intelligence based-improving reservoir management: An Attention-Guided Fusion Model for predicting injector-producer connectivity. Eng. Appl. Artif. Intell. Ahmed Saihood, Tariq Saihood, Sabah Abdulazeez Jebur, Christine Ehlig-Economides, Laith Alzubaidi, Yuantong Gu
2025	J	`jnl`	Cyclic Shift Phase Rotation: An Innovative, Low-Complexity Technique for PAPR Reduction. IEEE Trans. Commun. Omar Alnaseri, Laith Alzubaidi, Jens Timmermann
2025	J	`jnl`	Explainability, Robustness, and Fairness in User-Centric Intelligent Systems: A Systematic Review. IEEE Trans. Emerg. Top. Comput. Intell. Idrees A. Zahid, Salem Garfan, Mohammed A. Chyad, Ahmed Shihab Albahri, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Muhammet Deveci, Raad Z. Homod, Laith Alzubaidi
2025	J	`jnl`	FracNet: An end-to-end deep learning framework for bone fracture detection. Pattern Recognit. Lett. Haider A. Alwzwazy, Laith Alzubaidi, Zehui Zhao, Yuantong Gu
2025	J	`jnl`	Fuzzy Decision-Making Framework for Evaluating Hybrid Detection Models of Trauma Patients. Expert Syst. J. Knowl. Eng. Rula A. Hamid, Idrees A. Zahid, Ahmed Shihab Albahri, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Laith Alzubaidi, Iman Mohamad Sharaf, Shahad Sabbar Joudar, Yuantong Gu, Z. T. Al-qaysi
2025	J	`jnl`	Investigating imperceptibility of adversarial attacks on tabular data: An empirical analysis. Intell. Syst. Appl. Zhipeng He, Chun Ouyang, Laith Alzubaidi, Alistair Barros, Catarina Moreira
2025	J	`jnl`	LWR-Net: Learning without retraining for scalable multi-task adaptation and domain-agnostic generalisation. Intell. Syst. Appl. Haider A. Alwzwazy, Laith Alzubaidi, Zehui Zhao, Ahmed Saihood, Sabah Abdulazeez Jebur, Mohamed Manoufali, Omar Alnaseri, José Santamaría, Yuantong Gu
2025	J	`jnl`	Robust and explainable framework to address data scarcity in diagnostic imaging. Comput. Biol. Medicine Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu
2025	J	`jnl`	Towards unbiased skin cancer classification using deep feature fusion. BMC Medical Informatics Decis. Mak. Ali Atshan Abdulredah, Mohammed A. Fadhel, Laith Alzubaidi, Ye Duan, Monji Kherallah, Faiza Charfi
2024	J	`jnl`	A Scalable and Generalized Deep Learning Framework for Anomaly Detection in Surveillance Videos. CoRR Sabah Abdulazeez Jebur, Khalid Ali Hussein, Haider K. Hoomod, Laith Alzubaidi, Ahmed Saihood, Yuantong Gu
2024	J	`jnl`	A comparison review of transfer learning and self-supervised learning: Definitions, applications, advantages and limitations. Expert Syst. Appl. Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Yuantong Gu
2024	J	`jnl`	A systematic review of trustworthy artificial intelligence applications in natural disasters. Comput. Electr. Eng. Ahmed Shihab Albahri, Yahya Layth Khaleel, Mustafa Abdulfattah Habeeb, Reem D. Ismael, Qabas A. Hameed, Muhammet Deveci, Raad Z. Homod, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Laith Alzubaidi
2024	J	`jnl`	An Experimental Comparison of Transfer Learning against Self-supervised Learning. CoRR Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu
2024	J	`jnl`	Comprehensive review of deep learning in orthopaedics: Applications, challenges, trustworthiness, and fusion. Artif. Intell. Medicine Laith Alzubaidi, Khamael Al-Dulaimi, Asma Salhi, Zaenab Alammar, Mohammed A. Fadhel, Ahmed Shihab Albahri, Abdullah Hussein Alamoodi, Osamah Shihab Albahri, Amjad F. Hasan, Jinshuai Bai, Luke Gilliland, Jing Peng, Marco Branni, Tristan Shuker, Kenneth Cutbush, José Santamaría, Catarina Moreira, Chun Ouyang, Ye Duan, Mohamed Manoufali, Mohammad Jomaa, Ashish Gupta, Amin M. Abbosh, Yuantong Gu
2024	J	`jnl`	Comprehensive systematic review of information fusion methods in smart cities and urban environments. Inf. Fusion Mohammed A. Fadhel, Ali M. Duhaim, Ahmed Saihood, Ahmed Sewify, Mokhaled N. A. Al-Hamadani, Ahmed Shihab Albahri, Laith Alzubaidi, Ashish Gupta, Seyedali Mirjalili, Yuantong Gu
2024	J	`jnl`	Enhancing Sensor Data Imputation: OWA-Based Model Aggregation for Missing Values. Future Internet Muthana Al-Amidie, Laith Alzubaidi, Muhammad Aminul Islam, Derek T. Anderson
2024	J	`jnl`	Evolving cybersecurity frontiers: A comprehensive survey on concept drift and feature dynamics aware machine and deep learning in intrusion detection systems. Eng. Appl. Artif. Intell. Methaq A. Shyaa, Noor Farizah Ibrahim, Zurinahni Zainol, Rosni Abdullah, Mohammed Anbar, Laith Alzubaidi
2024	J	`jnl`	Fusion-driven semi-supervised learning-based lung nodules classification with dual-discriminator and dual-generator generative adversarial network. BMC Medical Informatics Decis. Mak. Ahmed Saihood, Wijdan Rashid Abdulhussien, Laith Alzubaidi, Mohamed Manoufali, Yuantong Gu
2024	J	`jnl`	Fuzzy decision-making framework for explainable golden multi-machine learning models for real-time adversarial attack detection in Vehicular Ad-hoc Networks. Inf. Fusion Ahmed Shihab Albahri, Rula A. Hamid, Ahmed Raheem Abdulnabi, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Muhammet Deveci, Witold Pedrycz, Laith Alzubaidi, José Santamaría, Yuantong Gu
2024	J	`jnl`	Generalisable deep Learning framework to overcome catastrophic forgetting. Intell. Syst. Appl. Zaenab Alammar, Laith Alzubaidi, Jinglan Zhang, Yuefeng Li, Ashish Gupta, Yuantong Gu
2024	J	`jnl`	Investigating Imperceptibility of Adversarial Attacks on Tabular Data: An Empirical Analysis. CoRR Zhipeng He, Chun Ouyang, Laith Alzubaidi, Alistair Barros, Catarina Moreira
2024	J	`jnl`	MEFF - A model ensemble feature fusion approach for tackling adversarial attacks in medical imaging. Intell. Syst. Appl. Laith Alzubaidi, Khamael Al-Dulaimi, Huda Abdul-Hussain Obeed, Ahmed Saihood, Mohammed A. Fadhel, Sabah Abdulazeez Jebur, Yubo Chen, Ahmed Shihab Albahri, José Santamaría, Ashish Gupta, Yuantong Gu
2024	J	`jnl`	Multiside graph neural network-based attention for local co-occurrence features fusion in lung nodule classification. Expert Syst. Appl. Ahmed Saihood, Mustafa Asaad Hasan, Shafaa mahmood shnawa, Mohammed A. Fadhel, Laith Alzubaidi, Ashish Gupta, Yuantong Gu
2024	J	`jnl`	Navigating the metaverse: unraveling the impact of artificial intelligence - a comprehensive review and gap analysis. Artif. Intell. Rev. Mohammed A. Fadhel, Ali M. Duhaim, Ahmed Shihab Albahri, Z. T. Al-qaysi, Mohamed Aktham Ahmed, Mohammed A. Chyad, Wael Abd-Alaziz, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Laith Alzubaidi, Ashish Gupta, Yuantong Gu
2024	J	`jnl`	Prioritizing complex health levels beyond autism triage using fuzzy multi-criteria decision-making. Complex Intell. Syst. Ahmed Shihab Albahri, Rula A. Hamid, Laith Alzubaidi, Raad Z. Homod, Khamis A. Zidan, Hassan Mubark, Ghadeer Ghazi Shayea, Osamah Shihab Albahri, Abdullah Hussein Alamoodi
2024	J	`jnl`	Real-time diabetic foot ulcer classification based on deep learning & parallel hardware computational tools. Multim. Tools Appl. Mohammed A. Fadhel, Laith Alzubaidi, Yuantong Gu, José Santamaría, Ye Duan
2024	J	`jnl`	Reinforcement Learning Algorithms and Applications in Healthcare and Robotics: A Comprehensive and Systematic Review. Sensors Mokhaled N. A. Al-Hamadani, Mohammed A. Fadhel, Laith Alzubaidi, Balázs Harangi
2024	J	`jnl`	Reliable deep learning framework for the ground penetrating radar data to locate the horizontal variation in levee soil compaction. Eng. Appl. Artif. Intell. Laith Alzubaidi, Hussein Khalefa Chlaib, Mohammed A. Fadhel, Yubo Chen, Jinshuai Bai, Ahmed Shihab Albahri, Yuantong Gu
2024	J	`jnl`	Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging. CoRR Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu
2024	J	`jnl`	SSP: self-supervised pertaining technique for classification of shoulder implants in x-ray medical images: a broad experimental study. Artif. Intell. Rev. Laith Alzubaidi, Mohammed A. Fadhel, Freek Hollman, Asma Salhi, José Santamaría, Ye Duan, Ashish Gupta, Kenneth Cutbush, Amin M. Abbosh, Yuantong Gu
2024	J	`jnl`	Unmasking large language models by means of OpenAI GPT-4 and Google AI: A deep instruction-based analysis. Intell. Syst. Appl. Idrees A. Zahid, Shahad Sabbar Joudar, Ahmed Shihab Albahri, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, José Santamaría, Laith Alzubaidi
2023	J	`jnl`	A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications. J. Big Data Laith Alzubaidi, Jinshuai Bai, Aiman Al-Sabaawi, José Santamaría, Ahmed Shihab Albahri, Bashar Sami Nayyef Al-dabbagh, Mohammed A. Fadhel, Mohamed Manoufali, Jinglan Zhang, Ali H. Al-Timemy, Ye Duan, Amjed Abdullah, Laith Farhan, Yi Lu, Ashish Gupta, Felix Albu, Amin M. Abbosh, Yuantong Gu
2023	J	`jnl`	A systematic review of trustworthy and explainable artificial intelligence in healthcare: Assessment of quality, bias risk, and data fusion. Inf. Fusion Ahmed Shihab Albahri, Ali Mohammed, Mohammed A. Fadhel, Alhamzah Alnoor, Noor S. Baqer, Laith Alzubaidi, Osamah Shihab Albahri, Abdullah Hussein Alamoodi, Jinshuai Bai, Asma Salhi, José Santamaría, Chun Ouyang, Ashish Gupta, Yuantong Gu, Muhammet Deveci
2023	—	`conf`	Domain Adaptation and Feature Fusion for the Detection of Abnormalities in X-Ray Forearm Images. EMBC Laith Alzubaidi, Mohammed A. Fadhel, Ahmed Shihab Albahri, Asma Salhi, Ashish Gupta, Yuantong Gu
2023	J	`jnl`	Enhanced Intrusion Detection with Data Stream Classification and Concept Drift Guided by the Incremental Learning Genetic Programming Combiner. Sensors Methaq A. Shyaa, Zurinahni Zainol, Rosni Abdullah, Mohammed Anbar, Laith Alzubaidi, José Santamaría
2023	J	`jnl`	Enhanced MIMO CSI Estimation Using ACCPM with Limited Feedback. Sensors Ahmed Al-Asadi, Ibtesam R. K. Al-Saedi, Saddam K. Alwane, Hongxiang Li, Laith Alzubaidi
2023	J	`jnl`	Intelligent Emotion and Sensory Remote Prioritisation for Patients with Multiple Chronic Diseases. Sensors Abdullah Hussein Alamoodi, Osamah Shihab Albahri, A. A. Zaidan, Hassan A. AlSattar, B. B. Zaidan, Ahmed Shihab Albahri, Amelia Ritahani Ismail, Gang Kou, Laith Alzubaidi, Mohammed Talal
2023	J	`jnl`	Novel Deep Feature Fusion Framework for Multi-Scenario Violence Detection. Comput. Sabah Abdulazeez Jebur, Khalid Ali Hussein, Haider K. Hoomod, Laith Alzubaidi
2023	J	`jnl`	Physics-informed radial basis network (PIRBN): A local approximating neural network for solving nonlinear PDEs. CoRR Jinshuai Bai, Gui-Rong Liu, Ashish Gupta, Laith Alzubaidi, Xi-Qiao Feng, Yuantong Gu
2023	J	`jnl`	Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements. Int. J. Intell. Syst. Laith Alzubaidi, Aiman Al-Sabaawi, Jinshuai Bai, Ammar Moufak Dukhan, Ahmed H. Alkenani, Ahmed Al-Asadi, Haider A. Alwzwazy, Mohamed Manoufali, Mohammed A. Fadhel, Ahmed Shihab Albahri, Catarina Moreira, Chun Ouyang, Jinglan Zhang, José Santamaría, Asma Salhi, Freek Hollman, Ashish Gupta, Ye Duan, Timon Rabczuk, Amin M. Abbosh, Yuantong Gu
2022	J	`jnl`	An introduction to programming Physics-Informed Neural Network-based computational solid mechanics. CoRR Jinshuai Bai, Hyogu Jeong, C. P. Batuwatta-Gamage, Shusheng Xiao, Qingxia Wang, C. M. Rathnayaka, Laith Alzubaidi, Gui-Rong Liu, Yuantong Gu
2022	J	`jnl`	Robust application of new deep learning tools: an experimental study in medical imaging. Multim. Tools Appl. Laith Alzubaidi, Mohammed A. Fadhel, Omran Al-Shamma, Jinglan Zhang, José Santamaría, Ye Duan
2021	J	`jnl`	Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study. PeerJ Comput. Sci. Laith Alzubaidi, Ye Duan, Ayad Q. Al-Dujaili, Ibraheem Kasim Ibraheem, Ahmed H. Alkenani, José Santamaría, Mohammed A. Fadhel, Omran Al-Shamma, Jinglan Zhang
2021	J	`jnl`	Energy Efficiency for Green Internet of Things (IoT) Networks: A Survey. Network Laith Farhan, Rasha Subhi Hameed, Asraa Safaa Ahmed, Ali Hussein Fadel, Waled Gheth, Laith Alzubaidi, Mohammed A. Fadhel, Muthana Al-Amidie
2021	J	`jnl`	MedNet: Pre-trained Convolutional Neural Network Model for the Medical Imaging Tasks. CoRR Laith Alzubaidi, José Santamaría, Mohamed Manoufali, Beadaa J. Mohammed, Mohammed A. Fadhel, Jinglan Zhang, Ali H. Al-Timemy, Omran Al-Shamma, Ye Duan
2021	J	`jnl`	Review of deep learning: concepts, CNN architectures, challenges, applications, future directions. J. Big Data Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi, Ayad Q. Al-Dujaili, Ye Duan, Omran Al-Shamma, José Santamaría, Mohammed A. Fadhel, Muthana Al-Amidie, Laith Farhan
2020	C	`conf`	Amended Convolutional Neural Network with Global Average Pooling for Image Classification. ISDA Aiman Al-Sabaawi, Hassan M. Ibrahim, Zinah Mohsin Arkah, Muthana Al-Amidie, Laith Alzubaidi
2020	J	`jnl`	DFU_QUTNet: diabetic foot ulcer classification using novel deep convolutional neural network. Multim. Tools Appl. Laith Alzubaidi, Mohammed A. Fadhel, Sameer Razzaq Oleiwi, Omran Al-Shamma, Jinglan Zhang
2020	C	`conf`	Diagnosing Coronavirus (COVID-19) Using Various Deep Learning Models: A Comparative Study. ISDA Omran Al-Shamma, Mohammed A. Fadhel, Laith Alzubaidi, Laith Farhan, Muthana Al-Amidie
2020	C	`conf`	Employment of Pre-trained Deep Learning Models for Date Classification: A Comparative Study. ISDA Aiman Al-Sabaawi, Reem Ibrahim Hasan, Mohammed A. Fadhel, Omran Al-Shamma, Laith Alzubaidi
2019	C	`conf`	A Deep Convolutional Neural Network Model for Multi-class Fruits Classification. ISDA Laith Alzubaidi, Omran Al-Shamma, Mohammed A. Fadhel, Zinah Mohsin Arkah, Fouad H. Awad
2019	C	`conf`	Employment of Multi-classifier and Multi-domain Features for PCG Recognition. DeSE Omran Al-Shamma, Fouad H. Awad, Laith Alzubaidi, Mohammed A. Fadhel, Zinah Mohsin Arkah, Laith Farhan
2019	C	`conf`	Hardware Accelerator for Real-Time Holographic Projector. ISDA Mohammed A. Fadhel, Omran Al-Shamma, Laith Alzubaidi
2019	C	`conf`	Multi-class Breast Cancer Classification by a Novel Two-Branch Deep Convolutional Neural Network Architecture. DeSE Laith Alzubaidi, Reem Ibrahim Hasan, Fouad H. Awad, Mohammed A. Fadhel, Omran Al-Shamma, Jinglan Zhang
2019	C	`conf`	Solving Lorenz ODE System Based Hardware Booster. ISDA Hassan Al-Yassin, Mohammed A. Fadhel, Omran Al-Shamma, Laith Alzubaidi
2019	J	`jnl`	Toward Interference Aware IoT Framework: Energy and Geo-Location-Based-Modeling. IEEE Access Laith Farhan, Omprakash Kaiwartya, Laith Alzubaidi, Waled Gheth, Eric Dimla, Rupak Kharel
2018	—	`conf`	Boosting Convolutional Neural Networks Performance Based on FPGA Accelerator. ISDA (1) Omran Al-Shamma, Mohammed Abdulraheem Fadhel, Rabab Alaa Hameed, Laith Alzubaidi, Jinglan Zhang
2018	—	`conf`	Classification of Red Blood Cells in Sickle Cell Anemia Using Deep Convolutional Neural Network. ISDA (1) Laith Alzubaidi, Omran Al-Shamma, Mohammed A. Fadhel, Laith Farhan, Jinglan Zhang
2018	—	`conf`	Digital Color Documents Authentication Using QR Code Based on Digital Watermarking. ISDA (1) Zinah Mohsin Arkah, Laith Alzubaidi, Ammar A. Ali, Ahmed Talib Abdulameer
2018	—	`conf`	Real-Time PCG Diagnosis Using FPGA. ISDA (1) Mohammed Abdulraheem Fadhel, Omran Al-Shamma, Sameer Razzaq Oleiwi, Bahaa Hussein Taher, Laith Alzubaidi
2018	—	`conf`	Robust and Efficient Approach to Diagnose Sickle Cell Anemia in Blood. ISDA (1) Laith Alzubaidi, Mohammed A. Fadhel, Omran Al-Shamma, Jinglan Zhang