Mona Nashaat
MonaNashaat@eng.psu.edu.eg
Dr.
Faculty of Engineering - Port Said University
Lecturer at Port Said University
Title: A comprehensive review of tools for exploratory analysis of tabular industrial datasets Authors: A Ghosh, M Nashaat, J Miller, S Quader, C Marston Visual Informatics 2 (4), 235-253, 2018 Title: Hybridization of active learning and data programming for labeling large industrial datasets Authors: M Nashaat, A Ghosh, J Miller, S Quader, C Marston, JF Puget 2018 IEEE International Conference on Big Data (Big Data), 46-55, 2018 Title: Asterisk: Generating large training datasets with automatic active supervision Authors: M Nashaat, A Ghosh, J Miller, S Quader ACM Transactions on Data Science 1 (2), 1-25, 2020 Title: M-Lean: An end-to-end development framework for predictive models in B2B scenarios Authors: M Nashaat, A Ghosh, J Miller, S Quader, C Marston Information and Software Technology 113, 131-145, 2019 Title: Improving news popularity estimation via weak supervision and meta-active learning Authors: M Nashaat, J Miller Title: WeSAL: Applying active supervision to find high-quality labels at industrial scale Authors: M Nashaat, A Ghosh, J Miller, S Quader Title: Interpretation of structural preservation in low-dimensional embeddings Authors: A Ghosh, M Nashaat, J Miller, S Quader IEEE Transactions on Knowledge and Data Engineering 34 (5), 2227-2240, 2020 Title: The current state of software license renewals in the IT industry Authors: A Ghosh, M Nashaat, J Miller Information and software technology 108, 139-152, 2019 Title: VisExPreS: A visual interactive toolkit for user-driven evaluations of embeddings Authors: A Ghosh, M Nashaat, J Miller, S Quader IEEE Transactions on Visualization and Computer Graphics 28 (7), 2791-2807, 2020 Title: Detecting Security Vulnerabilities in Object-Oriented PHP Programs Authors: M Nashaat, K Ali, J Miller 2017 IEEE 17th International Working Conference on Source Code Analysis and …, 2017 Title: Context-based evaluation of dimensionality reduction algorithms—Experiments and statistical significance analysis Authors: A Ghosh, M Nashaat, J Miller, S Quader ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (2), 1-40, 2021 Title: Semi-Supervised Ensemble Learning for Dealing with Inaccurate and Incomplete Supervision Authors: M Nashaat, A Ghosh, J Miller, S Quader ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (3), 1-33, 2021 Title: LABELING DATA USING AUTOMATED WEAK SUPERVISION Authors: MNAE Shaikh Quader, Jean-François Puget US Patent 20,210,209,412, 2021 Title: Automated server-side model for recognition of security vulnerabilities in scripting languages. Authors: RF Abdel-Kader, M Nashaat, MI Habib, HMK Mahdi International Journal of Electrical & Computer Engineering (2088-8708) 10 (6), 2020 Title: Online Customer Engagement as A Mediating Variable Between Social-Media Marketing and Customer Satisfaction: Using Big Data Analytics and Natural Language Processing Authors: MM Ibrahim, M Nashaat مجلة الدراسات التجارية المعاصرة 8 (14), 1-34, 2022 Title: LTE Downlink Scheduling with Soft Policy Gradient Learning Authors: M Nashaat, IE Shaalan, H Nashaat The 8th International Conference on Advanced Machine Learning and …, 2022 Title: Comprehensive Study on Machine Learning-Based Container Scheduling in Cloud Authors: W Moussa, M Nashaat, W Saber, R Rizk The 8th International Conference on Advanced Machine Learning and …, 2022 Title: CLASSIFICATION OF ERRONEOUS CELL DATA Authors: MNAE Shaikh QUADER, Piotr MIERZEJEWSKI US Patent 20,220,051,126, 2022 Title: DATA-ANALYSIS-BASED, NOISY LABELED AND UNLABELED DATAPOINT DETECTION AND RECTIFICATION FOR MACHINE-LEARNING Authors: DCR Shaikh QUADER, Mona Nashaat Ali ELMOWAFY US Patent 20,210,357,776, 2021 Title: TabReformer: Unsupervised Representation Learning for Erroneous Data Detection Authors: M Nashaat, A Ghosh, J Miller, S Quader ACM/IMS Transactions on Data Science 2 (3), 1-29, 2021