Shaikh Quader

18 papers B 1Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2026 B conf
LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates.
EDBT
Shaikh Quader, Andres Jaramillo, Sumona Mukhopadhyay, Ghadeer Abuoda, Calisto Zuzarte, David Kalmuk, Marin Litoiu, Manos Papagelis
2025 — conf
Demo of LearnedWMP: Workload Memory Prediction Using Deep Query Template Representations.
SIGMOD Conference Companion
Shaikh Quader, Ghadeer Abuoda, Yonis Abokar, Marin Litoiu, Manos Papagelis
2024 J jnl
LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates.
CoRR
Shaikh Quader, Andres Jaramillo, Sumona Mukhopadhyay, Ghadeer Abuoda, Calisto Zuzarte, David Kalmuk, Marin Litoiu, Manos Papagelis
2022 J jnl
Interpretation of Structural Preservation in Low-Dimensional Embeddings.
IEEE Trans. Knowl. Data Eng.
Aindrila Ghosh, Mona Nashaat, James Miller, Shaikh Quader
2022 — conf
ML4DM: The second workshop on the emerging applications of machine learning in modern data management.
CASCON
Amin Kamali, Jarek Szlichta, Calisto Zuzarte, Yueting Chen, Verena Kantere, Shaikh Quader
2022 J jnl
Semi-Supervised Ensemble Learning for Dealing with Inaccurate and Incomplete Supervision.
ACM Trans. Knowl. Discov. Data
Mona Nashaat, Aindrila Ghosh, James Miller, Shaikh Quader
2022 J jnl
VisExPreS: A Visual Interactive Toolkit for User-Driven Evaluations of Embeddings.
IEEE Trans. Vis. Comput. Graph.
Aindrila Ghosh, Mona Nashaat, James Miller, Shaikh Quader
2021 J jnl
Context-Based Evaluation of Dimensionality Reduction Algorithms - Experiments and Statistical Significance Analysis.
ACM Trans. Knowl. Discov. Data
Aindrila Ghosh, Mona Nashaat, James Miller, Shaikh Quader
2021 J jnl
TabReformer: Unsupervised Representation Learning for Erroneous Data Detection.
Trans. Data Sci.
Mona Nashaat, Aindrila Ghosh, James Miller, Shaikh Quader
2020 J jnl
Asterisk: Generating Large Training Datasets with Automatic Active Supervision.
Trans. Data Sci.
Mona Nashaat, Aindrila Ghosh, James Miller, Shaikh Quader
2020 J jnl
Author Correction: Customer support ticket escalation prediction using feature engineering.
Requir. Eng.
Lloyd Montgomery, Daniela E. Damian, Tyson Bulmer, Shaikh Quader
2020 J jnl
Customer Support Ticket Escalation Prediction using Feature Engineering.
CoRR
Lloyd Montgomery, Daniela E. Damian, Tyson Bulmer, Shaikh Quader
2020 — conf
WeSAL: Applying Active Supervision to Find High-quality Labels at Industrial Scale.
HICSS
Mona Nashaat, Aindrila Ghosh, James Miller, Shaikh Quader
2019 J jnl
M-Lean: An end-to-end development framework for predictive models in B2B scenarios.
Inf. Softw. Technol.
Mona Nashaat, Aindrila Ghosh, James Miller, Shaikh Quader, Chad Marston
2018 J jnl
A comprehensive review of tools for exploratory analysis of tabular industrial datasets.
Vis. Informatics
Aindrila Ghosh, Mona Nashaat, James Miller, Shaikh Quader, Chad Marston
2018 J jnl
Customer support ticket escalation prediction using feature engineering.
Requir. Eng.
Lloyd Montgomery, Daniela E. Damian, Tyson Bulmer, Shaikh Quader
2018 — conf
Hybridization of Active Learning and Data Programming for Labeling Large Industrial Datasets.
IEEE BigData
Mona Nashaat, Aindrila Ghosh, James Miller, Shaikh Quader, Chad Marston, Jean-François Puget
2018 — conf
Practical machine learning with python on DSX.
CASCON
Shaikh Quader, Mark Ryan, Eric Dong, Safura Suleymanova, Rounok Salehin, Shahidul Haque Apu