| A comprehensive review of tools for exploratory analysis of tabular industrial datasets A Ghosh, M Nashaat, J Miller, S Quader, C Marston Visual Informatics 2 (4), 235-253, 2018 | 56 | 2018 |
| Hybridization of active learning and data programming for labeling large industrial datasets M Nashaat, A Ghosh, J Miller, S Quader, C Marston, JF Puget 2018 IEEE International Conference on Big Data (Big Data), 46-55, 2018 | 27 | 2018 |
| Asterisk: Generating large training datasets with automatic active supervision M Nashaat, A Ghosh, J Miller, S Quader ACM Transactions on Data Science 1 (2), 1-25, 2020 | 20 | 2020 |
| M-Lean: An end-to-end development framework for predictive models in B2B scenarios M Nashaat, A Ghosh, J Miller, S Quader, C Marston Information and Software Technology 113, 131-145, 2019 | 12 | 2019 |
| Improving news popularity estimation via weak supervision and meta-active learning M Nashaat, J Miller | 9 | 2021 |
| WeSAL: Applying active supervision to find high-quality labels at industrial scale M Nashaat, A Ghosh, J Miller, S Quader | 9 | 2020 |
| Detecting Security Vulnerabilities in Object-Oriented PHP Programs M Nashaat, K Ali, J Miller 2017 IEEE 17th International Working Conference on Source Code Analysis and …, 2017 | 9 | 2017 |
| The current state of software license renewals in the IT industry A Ghosh, M Nashaat, J Miller Information and software technology 108, 139-152, 2019 | 8 | 2019 |
| Interpretation of structural preservation in low-dimensional embeddings A Ghosh, M Nashaat, J Miller, S Quader IEEE Transactions on Knowledge and Data Engineering 34 (5), 2227-2240, 2020 | 7 | 2020 |
| Semi-supervised ensemble learning for dealing with inaccurate and incomplete supervision M Nashaat, A Ghosh, J Miller, S Quader ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (3), 1-33, 2021 | 6 | 2021 |
| VisExPreS: A visual interactive toolkit for user-driven evaluations of embeddings A Ghosh, M Nashaat, J Miller, S Quader IEEE Transactions on Visualization and Computer Graphics 28 (7), 2791-2807, 2020 | 6 | 2020 |
| Context-based evaluation of dimensionality reduction algorithms—Experiments and statistical significance analysis A Ghosh, M Nashaat, J Miller, S Quader ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (2), 1-40, 2021 | 5 | 2021 |
| Comprehensive study on machine learning-based container scheduling in cloud W Moussa, M Nashaat, W Saber, R Rizk International Conference on Advanced Machine Learning Technologies and …, 2022 | 4 | 2022 |
| TabReformer: Unsupervised Representation Learning for Erroneous Data Detection M Nashaat, A Ghosh, J Miller, S Quader ACM/IMS Transactions on Data Science 2 (3), 1-29, 2021 | 3 | 2021 |
| LTE downlink scheduling with soft policy gradient learning M Nashaat, IE Shaalan, H Nashaat International Conference on Advanced Machine Learning Technologies and …, 2022 | 2 | 2022 |
| Online Customer Engagement as A Mediating Variable Between Social-Media Marketing and Customer Satisfaction: Using Big Data Analytics and Natural Language Processing MM Ibrahim, M Nashaat مجلة الدراسات التجارية المعاصرة 8 (14), 332-365, 2022 | 1 | 2022 |
| Automated server-side model for recognition of security vulnerabilities in scripting languages RF Abdel-Kader, M Nashaat, MI Habib, HMK Mahdi International Journal of Electrical and Computer Engineering (IJECE) 10 (6 …, 2020 | 1 | 2020 |
| Utilizing Deep Reinforcement Learning for Resource Scheduling in Virtualized Clouds M Nashaat, H Nashaat International Work-Conference on Bioinformatics and Biomedical Engineering …, 2023 | | 2023 |
| Classification of Erroneous Cell Data PM Mona Nashaat, Shaikh Quader US Patent US Patent 20,220,051,126, 2022 | | 2022 |
| Data Analysis based, Noisy Labeled and Unlabeled Datapoint Detection and Rectification for Machine-Learning DCR Mona Nashaat Ali Elmowafy, Shaikh Quader US Patent US Patent 20,210,357,776, 2021 | | 2021 |
Aindrila GhoshUniversity of AlbertaVerified email at bayer.com
