Biography

Lecturer at Port Said University 

Educational Qualification

edu

Academic And Professional Experience

academic

Publications

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