| 2026 | ICCSA | GazeMIL: Attention-Based Multiple Instance Learning for Interpretable Dyslexia Detection from Multi-task Eye-Tracking Data. | Jayakanth Kunhoth, Moutaz Saleh, Somaya Al-Madeed, Younes Akbari |
| 2025 | AICCSA | Comparative Study of Residual and Efficient CNN Architectures for Disaster Type Classification in Social Media Images. | Ayisha Firoz, Somaya Al-Madeed, Moutaz Saleh |
| 2025 | AICCSA | A Scalable and Explainable CNN for Mammographic Breast Cancer Detection Using Grad-CAM and EfficientNet-B0. | Noora Shifa, Moutaz Saleh, Younes Akbari, Somaya Al-Madeed |
| 2024 | ICDM | Context-Aware Offensive Meme Detection: A Multi-Modal Zero-Shot Approach with Caption-Enhanced Classification. | Faseela Abdullakutty, Somaya Al-Madeed, Usman Naseem |
| 2024 | IWCMC | Enhancing Post-Disaster Survivor Detection Using UAV Imagery and Transfer Learning Strategies. | Nema Ahmed, Somaya Al-Madeed |
| 2024 | IWCMC | Pose Estimation of Physiotherapy Exercises using ML Techniques. | Reem Tluli, Somaya Al-Madeed |
| 2024 | WISE | Prompt Strategies for Sarcastic Meme Detection: A Comparative Analysis. | Faseela Abdullakutty, Somaya Al-Madeed, Usman Naseem |
| 2024 | ISPR | Cancer Classification in Breast Imaging via Enhanced CNN Deep Learning Architecture. | Rozah AlKhater, Somaya Al-Madeed |
| 2024 | ISPR | Automated Breast Cancer Detection: A Review. | Rozah AlKhater, Somaya Al-Madeed |
| 2023 | ISNCC | Intelligent Brain Tumor Detector. | Mostafa Abdelhamid, Mohammed Alhato, Ali Elmancy, Somaya Al-Madeed, Omar Elharrouss |
| 2023 | ISNCC | Indoor Multi-Lingual Scene Text Database with Different Views. | Younes Akbari, Jayakanth Kunhoth, Omar Elharrouss, Somaya Al-Madeed, Khalid Abualsaud, Amr Mohamed, Tamer Khattab |
| 2023 | ISNCC | A Data-Driven Approach to Assessing Digital Transformation Maturity Factors in Government Institutes. | Muna Al-Fadhli, Somaya Al-Madeed, Nuri Cihat Onat, Abdelhamid Abdessadok |
| 2023 | ISNCC | Multi-scale-based Network for Image Dehazing. | Chaza Araji, Ayaa Zahra, Leen Alinsari, Maryam Al-aloosi, Omar Elharrouss, Somaya Al-Madeed |
| 2023 | ISNCC | Face Anti-Spoofing Detection Using Structure-Texture Decomposition. | Dareen Douglas, Nada Ben Hassen, Asmaa Aslam, Omar Elharrouss, Somaya Al-Madeed |
| 2023 | ISNCC | Exploring Classification Models for Video Source Device Identification: A Study of CNN-SVM and Softmax Classifier. | Najmath Ottakath, Younes Akbari, Somaya Al-Madeed, Ahmed Bouridane, Fouad Khelifi |
| 2023 | ISNCC | Smart System for a Self-Driving Scooter Prototype. | Sabiha Yousuf, Roudha Al-Mannai, Bana Al-Naemi, Somaya Al-Madeed, Naveed Nawaz, Mohamed Zied Chaari |
| 2022 | CoDIT | PRNU Estimation based on Weighted Averaging for Source Smartphone Video Identification. | Ashref Lawgaly, Fouad Khelifi, Ahmed Bouridane, Somaya Al-Madeed, Younes Akbari |
| 2022 | ICPR | PRNU-Net: a Deep Learning Approach for Source Camera Model Identification based on Videos Taken with Smartphone. | Younes Akbari, Noor Almaadeed, Somaya Al-Madeed, Fouad Khelifi, Ahmed Bouridane |
| 2021 | EDUCON | MOALLEMCorpus: A Large-Scale Multimedia Corpus for Children Education of Arabic Vocabularies. | Somaya Al-Madeed, Jihad M. Alja'am, Batoul Khalifa, Samir Abou Elsaud |
| 2021 | EDUCON | Understand My World: An Interactive App for Children Learning Arabic Vocabulary. | Zeyad Ali, Moutaz Saleh Mustafa, Somaya Al-Madeed, Samir Abou Elsaud, Batoul Khalifa, Jihad M. Alja'am, Dominic W. Massaro |
| 2020 | ECCV | VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. | Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Madeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao |
| 2019 | ICDAR | Binarization of Degraded Document Images using Convolutional Neural Networks Based on Predicted Two-Channel Images. | Younes Akbari, Alceu S. Britto Jr., Somaya Al-Madeed, Luiz S. Oliveira |
| 2019 | IWCMC | Video Summarization based on Motion Detection for Surveillance Systems. | Omar Elharrouss, Noor Al-Madeed, Somaya Al-Madeed |
| 2018 | ECCV | Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds. | Haroon Idrees, Muhmmad Tayyab, Kishan Athrey, Dong Zhang, Somaya Al-Madeed, Nasir M. Rajpoot, Mubarak Shah |
| 2018 | ICASSP | An Ensemble Learning Method Based on Random Subspace Sampling for Palmprint Identification. | Imad Rida, Somaya Al-Madeed, Xudong Jiang, Lunke Fei, Abdelaziz Bensrhair |
| 2018 | ICFHR | ICFHR 2018 Competition on Multi-Script Writer Identification. | Chawki Djeddi, Somaya Al-Madeed, Imran Siddiqi, Abdeljalil Gattal, Sheng He, Younes Akbari |
| 2018 | ICFHR | Writer Identification on Historical Documents using Oriented Basic Image Features. | Abdeljalil Gattal, Chawki Djeddi, Imran Siddiqi, Somaya Al-Madeed |
| 2018 | ICFHR | Data Driven Feature Extraction for Gender Classification using Multi-Script Handwritten Texts. | Momina Moetesum, Imran Siddiqi, Chawki Djeddi, Yacoub Hannad, Somaya Al-Madeed |
| 2018 | IWCMC | Effect of Annotation on Multiple-Player-Tracking Algorithms. | Afnan Al-Ali, Somaya Al-Madeed |
| 2017 | IWCMC | A review on Radio Frequency Identification methods. | Wadha Al-Khater, Suchithra Kunhoth, Somaya Al-Madeed |
| 2017 | IWCMC | Multispectral imaging and machine learning for automated cancer diagnosis. | Somaya Al-Madeed, Suchithra Kunhoth, Ahmed Bouridane, Remy Peyret |
| 2017 | IWCMC | Building a multispectral image dataset for colorectal tumor biopsy. | Suchithra Kunhoth, Somaya Al-Madeed |
| 2016 | ICFHR | ICFHR2016 Competition on Multi-script Writer Demographics Classification Using "QUWI" Database. | Chawki Djeddi, Somaya Al-Madeed, Abdeljalil Gattal, Imran Siddiqi, Abdellatif Ennaji, Haikal El Abed |
| 2015 | ICASSP | Time-frequency image descriptors-based features for EEG epileptic seizure activities detection and classification. | Larbi Boubchir, Somaya Al-Madeed, Ahmed Bouridane, Arab Ali Chrif |
| 2015 | ICDAR | ICDAR2015 competition on Multi-script Writer Identification and Gender Classification using 'QUWI' Database. | Chawki Djeddi, Somaya Al-Madeed, Abdeljalil Gattal, Imran Siddiqi, Labiba Souici-Meslati, Haikal El Abed |
| 2015 | ICIP | Classification of EEG signals for detection of epileptic seizure activities based on LBP descriptor of time-frequency images. | Larbi Boubchir, Somaya Al-Madeed, Ahmed Bouridane, Arab Ali Chrif |
| 2015 | ISM | Traffic Flow Estimation from Road Surveillance. | Fozia Mehboob, Muhammad Abbas, Resheed Almotaeryi, Richard Jiang, Somaya Al-Madeed, Ahmed Bouridane |
| 2014 | AICCSA | Using codebooks generated from text skeletonization for forensic writer identification. | Somaya Al-Madeed, Abdelaali Hassane, Ahmed Bouridane |
| 2014 | CoDIT | Effectiveness of combined time-frequency imageand signal-based features for improving the detection and classification of epileptic seizure activities in EEG signals. | Larbi Boubchir, Somaya Al-Madeed, Ahmed Bouridane |
| 2014 | ICASSP | On the use of time-frequency features for detecting and classifying epileptic seizure activities in non-stationary EEG signals. | Larbi Boubchir, Somaya Al-Madeed, Ahmed Bouridane |
| 2013 | ICDAR | ICDAR 2013 Competition on Gender Prediction from Handwriting. | Abdelaali Hassane, Somaya Al-Madeed, Jihad Mohamad Al'Jaam, Ali Jaoua |
| 2013 | ICDAR | ICDAR 2013 Competition on Handwriting Stroke Recovery from Offline Data. | Abdelaali Hassane, Somaya Al-Madeed, Ahmed Bouridane |
| 2012 | ICFHR | QUWI: An Arabic and English Handwriting Dataset for Offline Writer Identification. | Somaya Al-Madeed, Wael Ayouby, Abdelaali Hassane, Jihad Mohamad Al'Jaam |
| 2012 | ICFHR | ICFHR 2012 Competition on Writer Identification Challenge 2: Arabic Scripts. | Abdelaali Hassane, Somaya Al-Madeed |
| 2012 | ICONIP | A Multi-modal Face and Signature Biometric Authentication System Using a Max-of-Scores Based Fusion. | Youssef Elmir, Somaya Al-Madeed, Abbes Amira, Abdelaali Hassane |
| 2012 | ICONIP | An Online Signature Verification System for Forgery and Disguise Detection. | Abdelaali Hassane, Somaya Al-Madeed |
| 2012 | ICONIP | A Set of Geometrical Features for Writer Identification. | Abdelaali Hassane, Somaya Al-Madeed, Ahmed Bouridane |
| 2011 | ICDAR | The ICDAR2011 Arabic Writer Identification Contest. | Abdelaali Hassane, Somaya Al-Madeed, Jihad M. Alja'am, Ali Jaoua, Ahmed Bouridane |
| 2008 | AICCSA | Writer identification of Arabic handwriting documents using grapheme features. | Somaya Al-Madeed, Amat-AlAleem Al-Kurbi, Amal Al-Muslih, Reem Al-Qahtani, Haend Al Kubisi |
| 2008 | AICCSA | Forensic handwritten document management system. | Somaya Al-Madeed, Fatima Amire, Sara Khalily Hamza, Wadha Al-lebda |
| 2008 | AICCSA | Writer identification using edge-based directional probability distribution features for arabic words. | Somaya Al-Madeed, Eman Mohammed, Dori Al Kassis |
| 2003 | SGAI | Off-line Recognition of Handwritten Arabic Words Using Multiple Hidden Markov Models. | Somaya Al-Madeed, Colin Higgins, Dave Elliman |
| 2002 | ICFHR | A data base for Arabic handwritten text recognition research. | Somaya Al-Madeed, Dave Elliman, Colin A. Higgins |
| 2002 | ICPR | Recognition of Off-Line Handwritten Arabic Words Using Hidden Markov Model Approach. | Somaya Al-Madeed, Colin Higgins, Dave Elliman |