S. Huda

Most-cited papers

1. A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis

   S. Huda, J. Yearwood, H. Jelinek, M. M. Hassan +2 more

   2016IEEE Access168 citations Open access

   Semantic Scholar

   Save

2. Hybrids of support vector machine wrapper and filter based framework for malware detection

   S. Huda, J. Abawajy, M. Alazab, Mali Abdollalihian +2 more

   2016Future generations computer systems128 citations

   Semantic Scholar

   Save

3. Prostate cancer classification from ultrasound and MRI images using deep learning based Explainable Artificial Intelligence

   M. Hassan, Md. Fakrul Islam, M. Z. Uddin, G. Ghoshal +3 more

   2022Future generations computer systems122 citations

   Semantic Scholar

   Save

4. Increasing the Trustworthiness in the Industrial IoT Networks Through a Reliable Cyberattack Detection Model

   M. M. Hassan, A. Gumaei, S. Huda, Ahmad S. Almogren

   2020IEEE Transactions on Industrial Informatics102 citations Open access

   Semantic Scholar

   Save

5. Human Activity Recognition from Body Sensor Data using Deep Learning

   M. M. Hassan, S. Huda, M. Z. Uddin, Ahmad S. Almogren +1 more

   2018Journal of medical systems96 citations Open access

   Semantic Scholar

   Save

6. A Framework for Software Defect Prediction and Metric Selection

   S. Huda, Sultan Alyahya, Md Mohsin Ali, Shafiq Ahmad +3 more

   2018IEEE Access86 citations Open access

   Semantic Scholar

   Save

7. Malware Threats and Detection for Industrial Mobile-IoT Networks

   S. Sharmeen, S. Huda, J. Abawajy, Walaa N. Ismail +1 more

   2018IEEE Access72 citations Open access

   Semantic Scholar

   Save

8. Early detection of cardiovascular autonomic neuropathy: A multi-class classification model based on feature selection and deep learning feature fusion

   M. R. Hassan, S. Huda, M. M. Hassan, J. Abawajy +2 more

   2022Information Fusion67 citations Open access

   Semantic Scholar

   Save

9. A Novel Approach to Improve Software Defect Prediction Accuracy Using Machine Learning

   Iqra Mehmood, S. Shahid, Hameed Hussain, Inayat Khan +4 more

   2023IEEE Access65 citations Open access

   Semantic Scholar

   Save

10. Avoiding Future Digital Extortion Through Robust Protection Against Ransomware Threats Using Deep Learning Based Adaptive Approaches

    S. Sharmeen, Y. Ahmed, S. Huda, B. Koçer +1 more

    2020IEEE Access65 citations Open access

    Semantic Scholar

    Save

11. Evolution of Dark Web Threat Analysis and Detection: A Systematic Approach

    Saiba Nazah, S. Huda, J. Abawajy, M. M. Hassan

    2020IEEE Access65 citations Open access

    Semantic Scholar

    Save

12. A Comprehensive Survey of Machine Learning Methods for Surveillance Videos Anomaly Detection

    Nomica Choudhry, J. Abawajy, S. Huda, Imran Rao

    2023IEEE Access51 citations Open access

    Semantic Scholar

    Save

13. A Robust Deep-Learning-Enabled Trust-Boundary Protection for Adversarial Industrial IoT Environment

    M. M. Hassan, Md Rafiul Hassan, S. Huda, V. D. de Albuquerque

    2021IEEE Internet of Things Journal51 citations Open access

    Semantic Scholar

    Save

14. An Adaptive Trust Boundary Protection for IIoT Networks Using Deep-Learning Feature-Extraction-Based Semisupervised Model

    M. M. Hassan, S. Huda, S. Sharmeen, J. Abawajy +1 more

    2021IEEE Transactions on Industrial Informatics51 citations Open access

    Semantic Scholar

    Save

15. Customer Analysis Using Machine Learning-Based Classification Algorithms for Effective Segmentation Using Recency, Frequency, Monetary, and Time

    A. Ullah, M. I. Mohmand, Hameed Hussain, Sumaira Johar +4 more

    2023Italian National Conference on Sensors44 citations Open access

    Semantic Scholar

    Save

16. A Weighted Minimum Redundancy Maximum Relevance Technique for Ransomware Early Detection in Industrial IoT

    Y. Ahmed, S. Huda, B. A. S. Al-rimy, Nouf Alharbi +3 more

    2022Sustainability35 citations Open access

    Semantic Scholar

    Save

17. A hybrid wrapper-filter approach to detect the source(s) of out-of-control signals in multivariate manufacturing process

    S. Huda, M. Abdollahian, M. Mammadov, J. Yearwood +2 more

    2014European Journal of Operational Research32 citations

    Semantic Scholar

    Save

18. A Privacy Frequent Itemsets Mining Framework for Collaboration in IoT Using Federated Learning

    J. Wu, Q. Teng, S. Huda, Yeh-Cheng Chen +1 more

    2022ACM Trans. Sens. Networks29 citations Open access

    Semantic Scholar

    Save

19. A parallel framework for software defect detection and metric selection on cloud computing

    Md. Mohsin Ali, S. Huda, J. Abawajy, Sultan Alyahya +2 more

    2017Cluster Computing29 citations Open access

    Semantic Scholar

    Save

20. An Unsupervised Model for Identifying and Characterizing Dark Web Forums

    Saiba Nazah, S. Huda, J. Abawajy, M. M. Hassan

    2021IEEE Access27 citations Open access

    Semantic Scholar

    Save

21. Exponentially weighted control charts to monitor multivariate process variability for high dimensions

    N. Gunaratne, M. Abdollahian, S. Huda, J. Yearwood

    2017International Journal of Production Research24 citations Open access

    Semantic Scholar

    Save

22. A Constraint-Based Evolutionary Learning Approach to the Expectation Maximization for Optimal Estimation of the Hidden Markov Model for Speech Signal Modeling

    S. Huda, J. Yearwood, R. Togneri

    2009IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)23 citations Open access

    Semantic Scholar

    Save

23. Highly-Secure Yet Efficient Blockchain-Based CRL-Free Key Management Protocol for IoT-Enabled Smart Grid Environments

    Ali Shahidinejad, J. Abawajy, S. Huda

    2024IEEE Transactions on Information Forensics and Security22 citations Open access

    Semantic Scholar

    Save

24. Exploring novel features and decision rules to identify cardiovascular autonomic neuropathy using a hybrid of wrapper-filter based feature selection

    S. Huda, H. Jelinek, Biplob Ray, A. Stranieri +1 more

    20102010 Sixth International Conference on Intelligent Sensors, Sensor Networks and Information Processing21 citations Open access

    Semantic Scholar

    Save

25. Machine Learning-Based Hybrid Ensemble Model Achieving Precision Education for Online Education Amid the Lockdown Period of COVID-19 Pandemic in Pakistan

    Rimsha Asad, S. Altaf, Shafiq Ahmad, Haitham A. Mahmoud +2 more

    2023Sustainability19 citations Open access

    Semantic Scholar

    Save

26. A framework of genetic algorithm-based CNN on multi-access edge computing for automated detection of COVID-19

    Md Rafiul Hassan, Walaa N. Ismail, Ahmad Chowdhury, Sharara Hossain +2 more

    2022Journal of Supercomputing19 citations Open access

    Semantic Scholar

    Save

27. A fast malware feature selection approach using a hybrid of multi‐linear and stepwise binary logistic regression

    S. Huda, J. Abawajy, M. Abdollahian, Rafiqul Islam +1 more

    2017Concurrency and Computation19 citations Open access

    Semantic Scholar

    Save

28. Non Functional Requirements Identification and Classification Using Transfer Learning Model

    Muhammad Amin Khan, Muhammad Sohail Khan, Inayat Khan, Shafiq Ahmad +1 more

    2023IEEE Access18 citations Open access

    Semantic Scholar

    Save

29. A Cyber Risk Assessment Approach to Federated Identity Management Framework-Based Digital Healthcare System

    S. Huda, M. Islam, J. Abawajy, Vinay Naga Vamsi Kottala +1 more

    2024Italian National Conference on Sensors17 citations Open access

    Semantic Scholar

    Save

30. An Advanced Boundary Protection Control for the Smart Water Network Using Semisupervised and Deep Learning Approaches

    S. Sharmeen, S. Huda, J. Abawajy, Chuadhry Mujeeb Ahmed +2 more

    2022IEEE Internet of Things Journal17 citations Open access

    Semantic Scholar

    Save

31. An Efficient, Hybrid Authentication Using ECG and Lightweight Cryptographic Scheme for WBAN

    Zia Ur Rehman, S. Altaf, Shafiq Ahmad, S. Huda +2 more

    2021IEEE Access17 citations Open access

    Semantic Scholar

    Save

32. Hybrid Wrapper-Filter Approaches for Input Feature Selection Using Maximum Relevance and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA)

    S. Huda, J. Yearwood, Andrew Strainieri

    20102010 Fourth International Conference on Network and System Security17 citations Open access

    Semantic Scholar

    Save

33. Anonymous lattice-based authentication protocol for vehicular communications

    Ali Shahidinejad, J. Abawajy, S. Huda

    2024Vehicular Communications15 citations Open access

    Semantic Scholar

    Save

34. Achieving Personalized Precision Education Using the Catboost Model during the COVID-19 Lockdown Period in Pakistan

    Rimsha Asad, S. Altaf, Shafiq Ahmad, Adamali Shah Noor Mohamed +2 more

    2023Sustainability14 citations Open access

    Semantic Scholar

    Save

35. Untraceable blockchain-assisted authentication and key exchange in medical consortiums

    Ali Shahidinejad, J. Abawajy, S. Huda

    2024Journal of systems architecture13 citations Open access

    Semantic Scholar

    Save

36. An enhanced pattern detection and segmentation of brain tumors in MRI images using deep learning technique

    L. Kiran, Asim Zeb, Qazi Nida ur Rehman, Taj Rahman +6 more

    2024Frontiers Comput. Neurosci.12 citations Open access

    Semantic Scholar

    Save

37. Hand Gesture Recognition with Symmetric Pattern under Diverse Illuminated Conditions Using Artificial Neural Network

    M. Haroon, S. Altaf, Shafiq Ahmad, Mazen Zaindin +2 more

    2022Symmetry12 citations Open access

    Semantic Scholar

    Save

38. Hybrid wrapper-filter approaches for input feature selection using maximum relevance-minimum redundancy and artificial neural network input gain measurement approximation (ANNIGMA)

    S. Huda, J. Yearwood, A. Stranieri

    201111 citations

    Semantic Scholar

    Save

39. Automatic sleep stage identification: difficulties and possible solutions

    N. Sukhorukova, A. Stranieri, B. Ofoghi, Peter Vamplew +12 more

    200911 citations

    Semantic Scholar

    Save

40. Cross regional online food delivery: Service quality optimization and real-time order assignment

    Farhana Huq, Nahar Sultana, Palash Roy, M. Razzaque +2 more

    2024Computers & Operations Research10 citations

    Semantic Scholar

    Save

41. Feature Cloning and Feature Fusion Based Transportation Mode Detection Using Convolutional Neural Network

    Md. Golam Rabiul Alam, M. Haque, M. R. Hassan, S. Huda +3 more

    2023IEEE transactions on intelligent transportation systems (Print)10 citations Open access

    Semantic Scholar

    Save

42. Hybrid Metaheuristic Approaches to the Expectation Maximization for Estimation of the Hidden Markov Model for Signal Modeling

    S. Huda, J. Yearwood, R. Togneri

    2014IEEE Transactions on Cybernetics10 citations

    Semantic Scholar

    Save

43. Smart RFID Reader Protocol for Malware Detection

    B. Ray, S. Huda, Morshed U. Chowdhury

    20112011 12th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing10 citations

    Semantic Scholar

    Save

44. A Comprehensive Review of Lightweight Authenticated Encryption for IoT Devices

    Zainab AlJabri, J. Abawajy, S. Huda

    2023Wireless Communications and Mobile Computing9 citations Open access

    Semantic Scholar

    Save

45. Optimal Parameter Estimation of Transmission Line Using Chaotic Initialized Time-Varying PSO Algorithm

    Shubha Sumesh, J. Yearwood, S. Huda, Shafiq Ahmad

    2022Computers Materials & Continua9 citations Open access

    Semantic Scholar

    Save

46. Application of Industrial Internet of Things (IIoT) in Crude Oil Production Optimization Using Pump Efficiency Control

    Ali S. Allahloh, M. Sarfraz, Mejdal A. Alqahtani, Shafiq Ahmad +1 more

    2022Wireless Communications and Mobile Computing9 citations Open access

    Semantic Scholar

    Save

47. Identifying Malware on Cyber Physical Systems by incorporating Semi-Supervised Approach and Deep Learning

    S. Sharmeen, S. Huda, J. Abawajy

    2019IOP Conference Series: Earth and Environment8 citations Open access

    Semantic Scholar

    Save

48. MDS-Based Cloned Device Detection in IoT-Fog Network

    Zainab AlJabri, J. Abawajy, S. Huda

    2024IEEE Internet of Things Journal7 citations Open access

    Semantic Scholar

    Save

49. Pashto Handwritten Invariant Character Trajectory Prediction Using a Customized Deep Learning Technique

    Fazli Khaliq, Muhammad Shabir, Inayat Khan, Shafiq Ahmad +3 more

    2023Italian National Conference on Sensors7 citations Open access

    Semantic Scholar

    Save

50. Near Feasibility Driven Adaptive Penalty Functions Embedded MOEA/D

    Akhtar Munir Khan, M. Jan, Muhammad Sagheer, Rashida Adeeb Khanum +3 more

    2023IEEE Access6 citations Open access

    Semantic Scholar

    Save