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Mona Nashaat
ORCID
Publication Activity (10 Years)
Years Active: 2017-2022
Publications (10 Years): 13
Top Topics
Training Dataset
Statistical Significance
Low Dimensional Spaces
E Learning
Top Venues
Inf. Softw. Technol.
HICSS
Trans. Data Sci.
ACM Trans. Knowl. Discov. Data
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Publications
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Aindrila Ghosh
,
Mona Nashaat
,
James Miller
,
Shaikh Quader
VisExPreS: A Visual Interactive Toolkit for User-Driven Evaluations of Embeddings.
IEEE Trans. Vis. Comput. Graph.
28 (7) (2022)
Aindrila Ghosh
,
Mona Nashaat
,
James Miller
,
Shaikh Quader
Interpretation of Structural Preservation in Low-Dimensional Embeddings.
IEEE Trans. Knowl. Data Eng.
34 (5) (2022)
Mona Nashaat
,
Aindrila Ghosh
,
James Miller
,
Shaikh Quader
Semi-Supervised Ensemble Learning for Dealing with Inaccurate and Incomplete Supervision.
ACM Trans. Knowl. Discov. Data
16 (3) (2022)
Aindrila Ghosh
,
Mona Nashaat
,
James Miller
,
Shaikh Quader
Context-Based Evaluation of Dimensionality Reduction Algorithms - Experiments and Statistical Significance Analysis.
ACM Trans. Knowl. Discov. Data
15 (2) (2021)
Mona Nashaat
,
Aindrila Ghosh
,
James Miller
,
Shaikh Quader
TabReformer: Unsupervised Representation Learning for Erroneous Data Detection.
Trans. Data Sci.
2 (3) (2021)
Mona Nashaat
,
James Miller
Improving News Popularity Estimation via Weak Supervision and Meta-active Learning.
HICSS
(2021)
Mona Nashaat
,
Aindrila Ghosh
,
James Miller
,
Shaikh Quader
WeSAL: Applying Active Supervision to Find High-quality Labels at Industrial Scale.
HICSS
(2020)
Mona Nashaat
,
Aindrila Ghosh
,
James Miller
,
Shaikh Quader
Asterisk: Generating Large Training Datasets with Automatic Active Supervision.
Trans. Data Sci.
1 (2) (2020)
Aindrila Ghosh
,
Mona Nashaat
,
James Miller
The current state of software license renewals in the I.T. industry.
Inf. Softw. Technol.
108 (2019)
Mona Nashaat
,
Aindrila Ghosh
,
James Miller
,
Shaikh Quader
,
Chad Marston
M-Lean: An end-to-end development framework for predictive models in B2B scenarios.
Inf. Softw. Technol.
113 (2019)
Mona Nashaat
,
Aindrila Ghosh
,
James Miller
,
Shaikh Quader
,
Chad Marston
,
Jean-François Puget
Hybridization of Active Learning and Data Programming for Labeling Large Industrial Datasets.
IEEE BigData
(2018)
Aindrila Ghosh
,
Mona Nashaat
,
James Miller
,
Shaikh Quader
,
Chad Marston
A comprehensive review of tools for exploratory analysis of tabular industrial datasets.
Vis. Informatics
2 (4) (2018)
Mona Nashaat
,
Karim Ali
,
James Miller
Detecting Security Vulnerabilities in Object-Oriented PHP Programs.
SCAM
(2017)