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Shafaq Siddiqi
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 4
Top Topics
Literature Review
Data Cleaning
Imbalanced Datasets
Detecting Outliers
Top Venues
IEEE Access
Proc. ACM Manag. Data
FIT
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Publications
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David Cemernek
,
Shafaq Siddiqi
,
Roman Kern
Effects of Class Imbalance Countermeasures on Interpretability.
IEEE Access
12 (2024)
Shafaq Siddiqi
,
Faiza Qureshi
,
Stefanie N. Lindstaedt
,
Roman Kern
Detecting Outliers in Non-IID Data: A Systematic Literature Review.
IEEE Access
11 (2023)
Shafaq Siddiqi
,
Roman Kern
,
Matthias Boehm
SAGA: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications.
Proc. ACM Manag. Data
1 (3) (2023)
Shafaq Siddiqi
,
Zulfiqar Ali Memon
Internet Addiction Impacts on Time Management That Results in Poor Academic Performance.
FIT
(2016)