| 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 | 57 | 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 | 28 | 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 | 13 | 2019 |
| WeSAL: Applying active supervision to find high-quality labels at industrial scale M Nashaat, A Ghosh, J Miller, S Quader | 9 | 2020 |
| 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 |
| 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 |
| Bridging Gaps in Exploratory Data Analysis using Dimensionality Reduction A Ghosh | | 2020 |
James MillerProfessor of Computer Engineering and ScienceVerified email at ualberta.ca
James MillerProfessor of Computer Engineering and ScienceVerified email at ualberta.ca