Tanzila Saba

@psu.edu.sa

Research Professor , Associate Chair, AIDA Lab Leader, College of Computer and Information Sciences
Prince Sultan University

Tanzila Saba


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https://researchid.co/tanzilasaba

RESEARCH INTERESTS

Artificial Intelligence
Data Science
Bioinformatics
Information Security
Healthcare
27921

Scholar Citations

96

Scholar h-index

348

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Data-driven analysis and prediction of traffic accident dynamics using spatiotemporal modeling and optimized machine learning techniques
    D Turab, S Muzaffar, L Nadeem, J Li, Y Wang, T Mahmood, T Saba
    International Journal of Data Science and Analytics 22 (1), 28 , 2026
    2026
    Citations: 1
  • Quantum-resilient federated learning with trust-assisted adaptive anomaly detection for Internet of Things environment
    A Rehman, T Saba, KA Awan, S Khan, S Al-Otaibi, AR Mirdad
    Engineering Applications of Artificial Intelligence 177, 114908 , 2026
    2026
  • Bayesian-optimized convex neural networks with embedded feature selection for high-dimensional anthropometric health prediction
    FS Alamri, SB Abdullahi, N Ayesha, F Alshannaq, T Saba
    PeerJ Computer Science 12, e3752 , 2026
    2026
  • A lightweight CNN for enhanced non-small cell lung cancer classification using CT scan image
    MA Baqir, S Qayyum, N Ashfaq, J Li, Y Wang, T Mahmood, T Saba
    Scientific Reports , 2026
    2026
    Citations: 1
  • Protein-peptide sequential convolutional network for interpretable prediction of unified Parkinson’s disease rating scale trajectories
    T Saba, SB Abdullahi, FS Alamri, S Idris, SA Bahaj, A Rehman
    PeerJ Computer Science 12, e3639 , 2026
    2026
  • Investigating the Impact of Combined Spectral and Prosodic Features on Speech Emotion Recognition
    FS Alamri, AR Mirdad, T Saba, MA Raza, U Siddique
    IEEE Access 14, 5719-5732 , 2026
    2026
    Citations: 3
  • HMF-Net: Hierarchical Multi-Feature Network for IIoT Malware Detection
    FS Alamri, MA Raza, AR Mirdad, AA Saleem, T Saba
    CMC-COMPUTERS MATERIALS & CONTINUA 87 (3) , 2026
    2026
  • Ensemble Graph Attention Network with Deep U-Net for Alzheimer's Disease Detection.
    D Kothadiya, D Gajjar, AR Mirdad, F Alshannaq, T Saba
    International Journal of Technology 17 (1) , 2026
    2026
    Citations: 1
  • Advances in Machine Learning for Explainable Intrusion Detection Using Imbalance Datasets in Cybersecurity with Harris Hawks Optimization
    A Rehman, T Saba, MM Jamjoom, S Al-Otaibi, MI Khan
    Computers, Materials, & Continua 86 (1), 1 , 2026
    2026
  • Infant Cry Analysis: A Survey of Datasets, Features, and Machine Learning Techniques
    SMH Hashemi, H Kolivand, W Khan, T Saba
    IEEE Transactions on Affective Computing , 2025
    2025
    Citations: 2
  • A unified spectral-persistent homology framework for stable and generalizable topological deep learning
    SHA Alwaeli, AA Abdulsaeed, SJ Fayyadh, MI Khan, A Yousif, T Saba, ...
    Discover Computing 28 (1), 255 , 2025
    2025
    Citations: 1
  • HyFusion-X: hybrid deep and traditional feature fusion with ensemble classifiers for breast cancer detection using mammogram and ultrasound images: A. Shaukat et al.
    A Shaukat, S Farhan, R Javed, S Idris, FS Alamri, A Ara, T Saba
    Scientific Reports 15 (1), 38314 , 2025
    2025
    Citations: 1
  • Multi-label malicious cybersecurity attack detection to secure internet of things devices using MADA and synthetic deep algorithm
    A Rehman, M Mujahid, T Saba, N Ayesha, FS Alamri
    Cluster Computing 28 (14), 927 , 2025
    2025
    Citations: 1
  • Smart defense based on explainable stacked machine learning architecture for securing internet of health things with K-means clustering
    T Saba, A Rehman, M Mujahid, A Al-Rasheed, S Al-Otaibi, A Yousif
    Scientific Reports 15 (1), 37241 , 2025
    2025
    Citations: 2
  • Exploring Vision Transformers and Explainable AI for Enhanced Artefact Classification in Esophageal Endoscopic Images
    P Bissoonauth-Daiboo, MM Auzine, M Inshal, F Shannaq, T Saba, X Gao, ...
    IEEE Access , 2025
    2025
    Citations: 2
  • Performance improvement of WLAN, LR-WPAN, WBAN using genetic fuzzy mechanism
    IA Qureshi, NA Qureshi, KA Bhatti, J Li, T Saba
    Alexandria Engineering Journal 130 , 2025
    2025
  • Leveraging deep learning and ensemble learning for air quality forecasting in smart urban environment
    HM Qadir, MT Suleman, RA Khan, J Li, T Mahmood, T Saba
    PeerJ Computer Science 11, e3162 , 2025
    2025
    Citations: 2
  • Enhancing Industrial Internet of Things performance through deep transfer learning-based neural network digital twin modeling in data-scarce environments
    T Mahmood, T Saba, A Rehman, Y Wang
    Journal of Industrial Information Integration, 100956 , 2025
    2025
    Citations: 8
  • Exploiting The Strength of Modified Parrot Optimization Algorithm for Enhancing Rice Leaf Disease Detection Using Convolutional Neural Network and Transfer Learning.
    IH Hassan, A Ara, S Idris, T Saba, SA Bahaj
    International Journal of Technology 16 (5) , 2025
    2025
    Citations: 1
  • Enhancing surveillance anomaly detection with keyframes and explainable inception model
    M Salman, N Abbas, SIU Rahman, A Rehman, FS Alamri, A Elyassih, ...
    Egyptian Informatics Journal 31, 100769 , 2025
    2025
    Citations: 6

MOST CITED SCHOLAR PUBLICATIONS

  • A deep learning approach for automated diagnosis and multi-class classification of Alzheimer’s disease stages using resting-state fMRI and residual neural networks
    F Ramzan, MUG Khan, A Rehmat, S Iqbal, T Saba, A Rehman, ...
    Journal of medical systems 44 (2), 37 , 2020
    2020
    Citations: 621
  • Anomaly-based intrusion detection system for IoT networks through deep learning model
    T Saba, A Rehman, T Sadad, H Kolivand, SA Bahaj
    Computers and Electrical Engineering 99, 107810 , 2022
    2022
    Citations: 539
  • Brain tumor detection using fusion of hand crafted and deep learning features
    T Saba, AS Mohamed, M El-Affendi, J Amin, M Sharif
    Cognitive Systems Research 59, 221-230 , 2020
    2020
    Citations: 532
  • Medical image segmentation methods, algorithms, and applications
    A Norouzi, MSM Rahim, A Altameem, T Saba, AE Rad, A Rehman, ...
    IETE Technical Review 31 (3), 199-213 , 2014
    2014
    Citations: 466
  • Microscopic brain tumor detection and classification using 3D CNN and feature selection architecture
    A Rehman, MA Khan, T Saba, Z Mehmood, U Tariq, N Ayesha
    Microscopy Research and Technique 84 (1), 133-149 , 2021
    2021
    Citations: 417
  • Classification of acute lymphoblastic leukemia using deep learning
    A Rehman, N Abbas, T Saba, SIU Rahman, Z Mehmood, H Kolivand
    Microscopy Research and Technique 81 (11), 1310-1317 , 2018
    2018
    Citations: 414
  • A revisit of internet of things technologies for monitoring and control strategies in smart agriculture
    A Rehman, T Saba, M Kashif, SM Fati, SA Bahaj, H Chaudhry
    Agronomy 12 (1), 127 , 2022
    2022
    Citations: 408
  • Recent advancement in cancer detection using machine learning: Systematic survey of decades, comparisons and challenges
    T Saba
    Journal of infection and public health 13 (9), 1274-1289 , 2020
    2020
    Citations: 397
  • Brain tumor detection using statistical and machine learning method
    J Amin, M Sharif, M Raza, T Saba, MA Anjum
    Computer methods and programs in biomedicine 177, 69-79 , 2019
    2019
    Citations: 362
  • Human action recognition using fusion of multiview and deep features: an application to video surveillance
    MA Khan, K Javed, SA Khan, T Saba, U Habib, JA Khan, AA Abbasi
    Multimedia tools and applications 83 (5), 14885-14911 , 2024
    2024
    Citations: 336
  • Smart cities: The role of Internet of Things and machine learning in realizing a data-centric smart environment
    A Ullah, SM Anwar, J Li, L Nadeem, T Mahmood, A Rehman, T Saba
    Complex & Intelligent Systems 10 (1), 1607-1637 , 2024
    2024
    Citations: 334
  • Brain tumor segmentation in multi‐spectral MRI using convolutional neural networks (CNN)
    S Iqbal, MU Ghani, T Saba, A Rehman
    Microscopy research and technique 81 (4), 419-427 , 2018
    2018
    Citations: 325
  • Region extraction and classification of skin cancer: A heterogeneous framework of deep CNN features fusion and reduction
    T Saba, MA Khan, A Rehman, SL Marie-Sainte
    Journal of medical systems 43 (9), 289 , 2019
    2019
    Citations: 309
  • CCDF: Automatic system for segmentation and recognition of fruit crops diseases based on correlation coefficient and deep CNN features
    MA Khan, T Akram, M Sharif, M Awais, K Javed, H Ali, T Saba
    Computers and electronics in agriculture 155, 220-236 , 2018
    2018
    Citations: 285
  • Current techniques for diabetes prediction: review and case study
    S Larabi-Marie-Sainte, L Aburahmah, R Almohaini, T Saba
    Applied Sciences 9 (21), 4604 , 2019
    2019
    Citations: 280
  • Energy Efficient Multipath Routing Protocol for Mobile ad-hoc Network Using the Fitness Function
    A Taha, R Alsaqour, M Uddin, M Abdelhaq, T Saba
    IEEE Access 5, 10369 - 10381 , 2017
    2017
    Citations: 264
  • Brain tumor detection and classification: A framework of marker‐based watershed algorithm and multilevel priority features selection
    MA Khan, IU Lali, A Rehman, M Ishaq, M Sharif, T Saba, S Zahoor, ...
    Microscopy research and technique 82 (6), 909-922 , 2019
    2019
    Citations: 246
  • Brain tumor detection: a long short-term memory (LSTM)-based learning model
    J Amin, M Sharif, M Raza, T Saba, R Sial, SA Shad
    Neural Computing and Applications 32 (20), 15965-15973 , 2020
    2020
    Citations: 242
  • Secure and energy-efficient framework using Internet of Medical Things for e-healthcare
    T Saba, K Haseeb, I Ahmed, A Rehman
    Journal of Infection and Public Health 13 (10), 1567-1575 , 2020
    2020
    Citations: 235
  • Deep learning for intrusion detection and security of Internet of things (IoT): current analysis, challenges, and possible solutions
    AR Khan, M Kashif, RH Jhaveri, R Raut, T Saba, SA Bahaj
    Security and communication networks 2022 (1), 4016073 , 2022
    2022
    Citations: 221