Department of Information System and Security

Research output

Research output per year 2004 2017 2018 2019 2020 2021 2022 2023 2024

• 7580 Citations
• 40 h-index
• 262 Conference contribution
• 229 Article
• 29 Chapter
• 26 Review article
• 31 More
  • 9 Editorial
  • 6 Conference article
  • 5 Book
  • 5 Comment/debate
  • 2 Paper
  • 1 Commissioned report
  • 1 Foreword/postscript
  • 1 Chapter (peer-reviewed)
  • 1 Preprint

Research output per year

Research output per year

Search results

• 2024

  A bibliometric study on recent trends in artificial intelligence-based suspicious activity recognition

  Trabelsi, Z. & Parambil, M. M. A., Jun 2024, In: Security Journal. 37, 2, p. 399-424 26 p.

  Research output: Contribution to journal › Article › peer-review

  • Bibliometric Study 100%
  • Recent Trends 100%
  • Artificial Intelligence 100%
  • Suspiciousness 100%
  • Activity Recognition 100%
  1 Citation (Scopus)

• A Comprehensive Evaluation of Machine Learning Algorithms for Web Application Attack Detection with Knowledge Graph Integration

  Ismail, M., Alrabaee, S., Choo, K. K. R., Ali, L. & Harous, S., 2024, (Accepted/In press) In: Mobile Networks and Applications.

  Research output: Contribution to journal › Article › peer-review

  • Knowledge Graph Integration 100%
  • Classifier Bayes 33%
  • Naive Bayes Model 33%
  • Web Attack Detection 33%
  • Naïve Bayes Model 33%

• A Deep Learning Approach to Discover Router Firmware Vulnerabilities

  Abu-Mahfouz, A., Alrabaee, S., Khasawneh, M., Gergely, M. & Choo, K. K. R., Jan 1 2024, In: IEEE Transactions on Industrial Informatics. 20, 1, p. 691-702 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Firmware Security 100%
  • Industrial Internet 80%
  • Gradient Filter 40%
  • Local Binary Pattern 40%
  • Multiple Version 25%
  1 Citation (Scopus)

• After-meal blood glucose level prediction for type-2 diabetic patients

  Ahmed, B. M., Ali, M. E., Masud, M. M., Azad, M. R. & Naznin, M., Apr 15 2024, In: Heliyon. 10, 7, e28855.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Diabetes Mellitus 100%
  • Non Insulin Dependent Diabetes Mellitus 100%
  • Data-Driven Model 50%
  • Disease 33%
  • Metabolic Disorder 33%

• AI-powered biometrics for Internet of Things security: A review and future vision

  Awad, A. I., Babu, A., Barka, E. & Shuaib, K., May 2024, In: Journal of Information Security and Applications. 82, 103748.

  Research output: Contribution to journal › Article › peer-review

  • Facial Recognition Technology 100%
  • Building Security 100%
  • Advanced Pattern Recognition 100%
  • Artificial Intelligence of Things 91%
  4 Citations (Scopus)

• A Theoretical Study of the Representational Power of Weighted Randomised Univariate Regression Tree Ensembles

  Ahmad, A., Halawani, S. M., Kumar, A., Hashmi, A., Jarrah, M., Ahmad, A. R. & Abbas, Z., Aug 1 2024, In: Journal of Information and Knowledge Management. 23, 4, 2450045.

  Research output: Contribution to journal › Article › peer-review

  • Regression Tree 100%
  • Theoretical Study 100%
  • Univariate Regression 100%
  • Weighted Ensemble 75%
  • Orthogonal Regression 25%

• Blockchain-based multi-diagnosis deep learning application for various diseases classification

  Rahal, H. R., Slatnia, S., Kazar, O., Barka, E. & Harous, S., Feb 2024, In: International Journal of Information Security. 23, 1, p. 15-30 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Disease Classification 100%
  • Information Law 33%
  • Unnecessary Procedures 33%
  • Efficient Training 33%
  • Multiple Location 33%
  3 Citations (Scopus)

• Compiler-provenance identification in obfuscated binaries using vision transformers

  Khan, W., Alrabaee, S., Al-kfairy, M., Tang, J. & Raymond Choo, K. K., Jul 2024, In: Forensic Science International: Digital Investigation. 49, 301764.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Layer Approach 100%
  • Related Function 100%
  • Computer Vision 100%
  • Authorship Attribution 100%
  • Obfuscation Technique 100%

• Computer Science Education Facing Unconventional Odds: Case Studies from the Arab World

  Aly, S. G., Echihabi, K., Eldawlatly, S., Shuaib, K. & Tekli, J., Feb 20 2024, ACM Inroads, 15, 1, p. 6-17 12 p.

  Research output: Contribution to specialist publication › Article

• Context-aware embeddings for robust multiclass fraudulent URL detection in online social platforms

  Afzal, S., Asim, M., Beg, M. O., Baker, T., Awad, A. I. & Shamim, N., Oct 2024, In: Computers and Electrical Engineering. 119, 109494.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Online Social Platforms 100%
  • Contextual Embeddings 100%
  • Social Platform 100%
  • Lurking 16%
  • Means of Information 16%

• DivaCAN: Detecting in-vehicle intrusion attacks on a controller area network using ensemble learning

  Khan, M. H., Javed, A. R., Iqbal, Z., Asim, M. & Awad, A. I., Apr 2024, In: Computers and Security. 139, 103712.

  Research output: Contribution to journal › Article › peer-review

  • Controller Area Network 100%
  • Intrusion Attacks 100%
  • In-vehicle Communication 66%
  • Vehicular System 66%
  • Light Gradient Boosting Machine 33%
  6 Citations (Scopus)

• Empowering Healthcare with Cyber-Physical System - A Systematic Literature Review

  Khater, H. M., Sallabi, F., Serhani, M. A., Barka, E., Shuaib, K., Tariq, A. & Khayat, M., 2024, In: IEEE Access. 12, p. 83952-83993 42 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Healthcare 100%
  • Systematic Literature Review 100%
  • Cyber-physical Systems 100%
  • Cyber Physical Systems 100%
  • Cyber-Physical Systems 100%

• Ensemble of Autoencoders for Anomaly Detection in Biomedical Data: A Narrative Review

  Nawaz, A., Khan, S. S. & Ahmad, A., 2024, In: IEEE Access. 12, p. 17273-17289 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Disease 100%
  • Health Care Cost 100%
  • Time Series Analysis 100%
  • Electronic Health Record 100%
  • Reconstruction 100%
  3 Citations (Scopus)

• Generative AI and large language models: A new frontier in reverse vaccinology

  Hayawi, K., Shahriar, S., Alashwal, H. & Serhani, M. A., Jan 2024, In: Informatics in Medicine Unlocked. 48, 101533.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Medicine 100%
  • Biomedical Research 100%
  • Vaccine Development 100%
  • Generative Artificial Intelligence 100%
  • Artificial Intelligence 100%

• Industrial Internet of Things Ecosystems Security and Digital Forensics: Achievements, Open Challenges, and Future Directions

  Kebande, V. R. & Awad, A. I., Jan 12 2024, In: ACM Computing Surveys. 56, 5, 131.

  Research output: Contribution to journal › Article › peer-review

  • Ecosystem Security 100%
  • Dynamic Complexity 16%
  • Industry 4.0 Revolution 16%
  • Forensic Perspective 16%
  • Continuous Integration 16%
  3 Citations (Scopus)

• Inference Analysis of Video Quality of Experience in Relation with Face Emotion, Video Advertisement, and ITU-T P.1203

  Selma, T., Masud, M. M., Bentaleb, A. & Harous, S., May 2024, In: Technologies. 12, 5, 62.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Inference Analysis 100%
  • ITU-T P.1203 100%
  • Video Advertisement 100%
  • Feedback Integration 50%
  • Emotional Feedback 50%

• LETM-IoT: A lightweight and efficient trust mechanism for Sybil attacks in Internet of Things networks: A lightweight and efficient trust mechanism for Sybil attacks in Internet of Things networks

  Hassan, J., Sohail, A., Awad, A. I. & Zaka, M. A., Oct 1 2024, In: Ad Hoc Networks. 163, 103576.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Internet of Things Networks 100%
  • Internet of Things 100%
  • Sybil Attack 100%
  • Trust Mechanism 100%
  • Routing Protocol 28%

• Machine Learning Data-Driven Residential Load Multi-Level Forecasting with Univariate and Multivariate Time Series Models Toward Sustainable Smart Homes

  Ismail, L., Materwala, H. & Dankar, F. K., 2024, In: IEEE Access. 12, p. 55632-55668 37 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Smart Home 100%
  • Greenhouse Gas 100%
  • Residential Load 100%
  • Machine Learning Datasets 100%
  • Univariate Time Series Models 100%
  1 Citation (Scopus)

• Predictive performance of machine learning compared to statistical methods in time-to-event analysis of cardiovascular disease: a systematic review protocol

  Suliman, A., Masud, M., Serhani, M. A., Abdullahi, A. S. & Oulhaj, A., Apr 15 2024, In: BMJ Open. 14, 4, e082654.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cardiovascular Disease 100%
  • Systematic Review 100%
  • Statistical Analysis 100%
  • Time-to-event Analysis 100%
  • Predictive Ability 100%

• Social Commerce Adoption Model Based on Usability, Perceived Risks, and Institutional Trust

  Al-Kfairy, M., Shuhaiber, A., Al-Khatib, A. W. & Alrabaee, S., 2024, In: IEEE Transactions on Engineering Management. 71, p. 3599-3612 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Perceived Usability 100%
  • Institutional Trust 100%
  • Social Commerce Adoption 100%
  • Hedonic Motivation 33%
  • Shopping Outcomes 25%
  6 Citations (Scopus)

• Strategic cybersecurity

  AlDaajeh, S. & Alrabaee, S., Jun 2024, In: Computers and Security. 141, 103845.

  Research output: Contribution to journal › Article › peer-review

  • Decision Maker 100%
  • Industrial Sector 100%
  • Strategic Planning 100%
  • National Security 100%
  • Organizational Cybersecurity 100%
  1 Citation (Scopus)

• Terahertz binary computing in a coupled toroidal metasurface

  Bhattacharya, A., Chouhan, B. S., Sharma, K., Halawani, S. M., Ahmad, A. & Kumar, G., Dec 2024, In: Scientific reports. 14, 1, 8721.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Resonator 100%
  • Electronic Circuit 66%
  • Indium Tin Oxide 33%
  • Graphene 33%
  • Optical Device 33%
  1 Citation (Scopus)

• Tracking ChatGPT Research: Insights From the Literature and the Web

  Mubin, O., Alnajjar, F., Trabelsi, Z., Ali, L., Parambil, M. M. A. & Zou, Z., 2024, In: IEEE Access. 12, p. 30518-30532 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Chat Generative Pre-trained Transformer (ChatGPT) 100%
  • Artificial Intelligence 100%
  • ChatGPT 100%
  • Scientometrics 66%
  • AI Technology 33%

• Understanding Trust Drivers of S-commerce

  Al-kfairy, M., Shuhaiber, A., Al-khatib, A. W., Alrabaee, S. & Khaddaj, S., Jan 15 2024, In: Heliyon. 10, 1, e23332.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Factor Analysis 100%
  • Instagram 100%
  • Social Commerce 100%
  • Trusting Beliefs 75%
  • Disposition to Trust 50%
  4 Citations (Scopus)
• 2023

  A data-efficient zero-shot and few-shot Siamese approach for automated diagnosis of left ventricular hypertrophy

  Farhad, M., Masud, M. M., Beg, A., Ahmad, A., Ahmed, L. A. & Memon, S., Sept 2023, In: Computers in Biology and Medicine. 163, 107129.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Automated Diagnosis 100%
  • Few-shot 100%
  • Zero-shot 100%
  • Left Ventricular Hypertrophy 100%
  • Echocardiography 66%
  2 Citations (Scopus)

• A Fog Computing Framework for Intrusion Detection of Energy-Based Attacks on UAV-Assisted Smart Farming

  Sajid, J., Hayawi, K., Malik, A. W., Anwar, Z. & Trabelsi, Z., Mar 2023, In: Applied Sciences (Switzerland). 13, 6, 3857.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Learning System 100%
  • Battery (Electrochemical Energy Engineering) 100%
  • Farm Data 16%
  • Vehicle Behavior 8%
  • Agricultural Efficiency 8%
  7 Citations (Scopus)

• Airborne Computing: A Toolkit for UAV-Assisted Federated Computing for Sustainable Smart Cities

  Hayawi, K., Anwar, Z., Malik, A. W. & Trabelsi, Z., Nov 1 2023, In: IEEE Internet of Things Journal. 10, 21, p. 18941-18950 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Federated Computing 100%
  • Sustainable Smart Cities 100%
  • Fog Unit 25%
  • Peak Traffic 25%
  • Direct Delivery 25%
  6 Citations (Scopus)

• A multi-criteria decision-making (MCDM) approach for data-driven distance learning recommendations

  Alshamsi, A. M., El-Kassabi, H., Serhani, M. A. & Bouhaddioui, C., Aug 2023, In: Education and Information Technologies. 28, 8, p. 10421-10458 38 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Distance Learning 100%
  • Multi-criteria Decision-making Approach 100%
  • Learning Recommendation 100%
  • Multiple-Criteria Decision Analysis 100%
  • Learning Strategy 50%
  7 Citations (Scopus)

• A Multi-Objective Approach Based on Differential Evolution and Deep Learning Algorithms for VANETs

  Taha, M. B., Talhi, C., Ould-Slimane, H., Alrabaee, S. & Choo, K. K. R., Mar 1 2023, In: IEEE Transactions on Vehicular Technology. 72, 3, p. 3035-3050 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Data Owner 100%
  • Evolutionary Learning 100%
  • Cluster Algorithm 100%
  • Kubernetes 50%
  • Vehicle Information 33%
  9 Citations (Scopus)

• An Intelligent Two-Layer Intrusion Detection System for the Internet of Things

  Alani, M. M. & Awad, A. I., Jan 1 2023, In: IEEE Transactions on Industrial Informatics. 19, 1, p. 683-692 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Lightweight Tools 100%
  • Two-layer Architecture 100%
  • Machine Selection 100%
  • Layer Architecture 57%
  • Detecting Intrusion 57%
  23 Citations (Scopus)

• A novel data augmentation approach for enhancement of ECG signal classification

  Safdar, M. F., Pałka, P., Nowak, R. M. & Faresi, A. A., Sept 2023, In: Biomedical Signal Processing and Control. 86, 105114.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Augmentation Approach 100%
  • Neural Network 100%
  • Neural Network Learning 33%
  • Data Preserving 33%
  • Minimal Memory 33%
  4 Citations (Scopus)

• A Proposed Artificial Intelligence Model for Android-Malware Detection

  Taher, F., Al Fandi, O., Al Kfairy, M., Al Hamadi, H. & Alrabaee, S., Sept 2023, In: Informatics. 10, 3, 67.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Malware Detection 100%
  • Android Malware 100%
  • Artificial Intelligence Model 100%
  • Deep Learning 66%
  • Malware Clustering 50%
  2 Citations (Scopus)

• ARP-PROBE: An ARP spoofing detector for Internet of Things networks using explainable deep learning: An ARP spoofing detector for Internet of Things networks using explainable deep learning

  Alani, M. M., Awad, A. I. & Barka, E., Oct 2023, In: Internet of Things (Netherlands). 23, 100861.

  Research output: Contribution to journal › Article › peer-review

  • Address Resolution Protocol 100%
  • Internet of Things Networks 100%
  • Protocol Spoofing 100%
  • Explainable Deep Learning 100%
  • Address Resolution 100%
  7 Citations (Scopus)

• ARP-PROBE: An ARP spoofing detector for Internet of Things networks using explainable deep learning

  Alani, M. M., Awad, A. I. & Barka, E., Jun 30 2023, (Accepted/In press) In: Internet of Things (Netherlands).

  Research output: Contribution to journal › Article › peer-review

  • Explainable Deep Learning 100%
  • Malicious Program 11%
  • Model Explanation 11%

• Assessment of potential security risks in advanced metering infrastructure using the OCTAVE Allegro approach

  Awad, A. I., Shokry, M., Khalaf, A. A. M. & Abd-Ellah, M. K., May 2023, In: Computers and Electrical Engineering. 108, 108667.

  Research output: Contribution to journal › Article › peer-review

  • OCTAVE Allegro 100%
  • Information Security Risk Assessment 37%
  • Security Risk Assessment Methods 25%
  • Conventional Electricity 25%
  • Infrastructure Needs 12%
  9 Citations (Scopus)

• A survey of extremism online content analysis and prediction techniques in twitter based on sentiment analysis

  Trabelsi, Z., Saidi, F., Thangaraj, E. & Veni, T., Jun 2023, In: Security Journal. 36, 2, p. 221-248 28 p.

  Research output: Contribution to journal › Article › peer-review

  • Online Content 100%
  • Analysis Technique 100%
  • Twitter 100%
  • Prediction Technique 100%
  • Content Analysis 100%
  4 Citations (Scopus)

• Automating the mapping of course learning outcomes to program learning outcomes using natural language processing for accurate educational program evaluation

  Zaki, N., Turaev, S., Shuaib, K., Krishnan, A. & Mohamed, E., Dec 2023, In: Education and Information Technologies. 28, 12, p. 16723-16742 20 p.

  Research output: Contribution to journal › Article › peer-review

  • Educational Program Evaluation 100%
  • Mapping Process 100%
  4 Citations (Scopus)

• Blockchain for Optimized Pattern Recognition: Comparative Study

  Rahal, H. R., Slatnia, S., Kazar, O. & Barka, E., 2023, In: International Journal of Computing and Digital Systems. 13, 1, p. 1001-1014 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Parallel Optimization 100%
  • Learning System 100%
  • Pattern Recognition System 33%
  • Deep Learning 33%
  • Pattern Recognition Systems 20%

• Cardiac phase detection in echocardiography using convolutional neural networks

  Farhad, M., Masud, M. M., Beg, A., Ahmad, A., Ahmed, L. & Memon, S., Dec 2023, In: Scientific reports. 13, 1, 8908.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Convolutional Neural Network 100%
  • Phase Detection 100%
  • Echocardiography 100%
  • Electrocardiogram 100%
  • Heart Ejection Fraction 100%
  6 Citations (Scopus)

• Convergence of IoT and Cognitive Radio Networks: A Survey of Applications, Techniques, and Challenges

  Khasawneh, M., Azab, A., Alrabaee, S., Sakkal, H. & Bakhit, H. H., 2023, In: IEEE Access. 11, p. 71097-71112 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cognitive Radio Networks 100%
  • Internet of Things 100%
  • Wireless Communication 30%
  • Communication System 20%
  • Primary User 20%
  9 Citations (Scopus)

• COVID-19 pandemic and the cyberthreat landscape: Research challenges and opportunities

  Saleous, H., Ismail, M., AlDaajeh, S. H., Madathil, N., Alrabaee, S., Choo, K. K. R. & Al-Qirim, N., Feb 2023, In: Digital Communications and Networks. 9, 1, p. 211-222 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cybersecurity 100%
  • Cyberattack 100%
  • Medical Facility 100%
  • Cybercriminals 100%
  • Research Landscape 100%
  21 Citations (Scopus)

• Deep learning approach to security enforcement in cloud workflow orchestration

  El-Kassabi, H. T., Serhani, M. A., Masud, M. M., Shuaib, K. & Khalil, K., Dec 2023, In: Journal of Cloud Computing. 12, 1, 10.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Security Enforcement 100%
  • Multimodal Approach 50%
  • Detected Anomaly 50%
  • Anomaly Prediction 28%
  • Data Privacy in Clouds 14%
  6 Citations (Scopus)

• Efficient Approach for Anomaly Detection in IoT Using System Calls

  Shamim, N., Asim, M., Baker, T. & Awad, A. I., Jan 2023, In: Sensors. 23, 2, 652.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • System Call 100%
  • Syscalls 100%
  • System Calls 100%
  • Host-Based Anomaly Detection 33%
  • Novel Attacks 33%
  7 Citations (Scopus)

• Efficient Hybrid Fault-Management Clustering Algorithm (HFMCA) in WBANs Based on Weighted Bipartite Graph

  Khater, H. M., Sallabi, F., Serhani, M. A., Turaev, S. & Barka, E., 2023, In: IEEE Access. 11, p. 57977-57990 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Clustering Algorithm 100%
  • Fault Management 100%
  • Bipartite Graph 100%
  • Hybrid Fault 100%
  • Communication Overhead 66%
  5 Citations (Scopus)

• Efficient Resource Management of Micro-Services in VANETs

  Bany Taha, M., Alrabaee, S. & Choo, K. K. R., Jul 1 2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 7, p. 6820-6835 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Computational Operations 100%
  • Microtasks 100%
  • Container Orchestration 100%
  • Euclidean Methods 100%
  • Orchestration System 100%
  6 Citations (Scopus)

• Enhancing Security and Sustainability of e-Learning Software Systems: A Comprehensive Vulnerability Analysis and Recommendations for Stakeholders

  Akacha, S. A. L. & Awad, A. I., Oct 2023, In: Sustainability (Switzerland). 15, 19, 14132.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Software Systems 100%
  • e-learning 100%
  • Security Vulnerability 100%
  • Vulnerability Assessment 100%
  • On-Line Education 100%
  3 Citations (Scopus)

• Flexible Global Aggregation and Dynamic Client Selection for Federated Learning in Internet of Vehicles

  Qayyum, T., Trabelsi, Z., Tariq, A., Ali, M., Hayawi, K. & Din, I. U., 2023, In: Computers, Materials and Continua. 77, 2, p. 1739-1757 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Limited Communication 100%
  • Performance Allocation 100%
  • Privacy-preserving Training 100%
  • Communication Speed 100%
  • Distributed Data Sources 100%
  1 Citation (Scopus)

• Infant Low Birth Weight Prediction Using Graph Embedding Features

  Khan, W., Zaki, N., Ahmad, A., Bian, J., Ali, L., Mehedy Masud, M., Ghenimi, N. & Ahmed, L. A., Jan 2023, In: International Journal of Environmental Research and Public Health. 20, 2, 1317.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Embedding Features 100%
  • Infant Low Birth Weight 100%
  • Birth Weight Prediction 100%
  • Tabular Data 50%
  • Real-life Dataset 25%
  6 Citations (Scopus)

• Node embedding-based graph autoencoder outlier detection for adverse pregnancy outcomes

  Khan, W., Zaki, N., Ahmad, A., Masud, M. M., Govender, R., Rojas-Perilla, N., Ali, L., Ghenimi, N. & Ahmed, L. A., Dec 2023, In: Scientific reports. 13, 1, 19817.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Graph Autoencoder 100%
  • Premature Labor 100%
  • Low Birth Weight 80%
  • Graph Outlier Detection 33%
  • Relational Structure 16%

• Predicting preterm birth using explainable machine learning in a prospective cohort of nulliparous and multiparous pregnant women

  Khan, W., Zaki, N., Ghenimi, N., Ahmad, A., Bian, J., Masud, M. M., Ali, N., Govender, R. & Ahmed, L. A., Dec 2023, In: PLoS ONE. 18, 12 December, e0293925.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Local Interpretable Model-agnostic Explanations 100%
  • Long-term Morbidity 50%
  • Previous Preterm Birth 50%
  • Preterm Birth Prediction 50%
  • Feature Attribution 50%
  2 Citations (Scopus)