Shafaq Siddiqi

According to our database, Shafaq Siddiqi authored at least 10 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Saga++: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications.

Shafaq Siddiqi, Arnab Phani, Roman Kern, Matthias Boehm

ACM Trans. Database Syst., June, 2026

2024

Effects of Class Imbalance Countermeasures on Interpretability.

David Cemernek, Shafaq Siddiqi, Roman Kern

IEEE Access, 2024

2023

SAGA: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications.

Shafaq Siddiqi, Roman Kern, Matthias Boehm

Proc. ACM Manag. Data, September, 2023

Detecting Outliers in Non-IID Data: A Systematic Literature Review.

Shafaq Siddiqi, Faiza Qureshi, Stefanie N. Lindstaedt, Roman Kern

IEEE Access, 2023

A Novel Optimization Algorithm for Smart Video Surveillance System and Change Object Detection.

Fahad Siddiqui, Shafaq Siddiqi

Proceedings of the Advanced Research in Technologies, Information, Innovation and Sustainability, 2023

2020

SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle.

Matthias Boehm, Iulian Antonov, Sebastian Baunsgaard, Mark Dokter, Robert Ginthör, Kevin Innerebner, Florijan Klezin, Stefanie N. Lindstaedt, Arnab Phani, Benjamin Rath, Berthold Reinwald, Shafaq Siddiqui, Sebastian Benjamin Wrede

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

2019

Ontology Driven Feature Engineering for Opinion Mining.

Shafaq Siddiqui, M. Abdul Rehman, Sher Muhammad Doudpota, Ahmad Waqas

IEEE Access, 2019

ATM Tracker: Tracking the Status of Automatic Teller Machine for Users' Easiness.

Ahmad Waqas, Noureen Fatima, Maria Fatima, Shafaq Siddiqui, M. Abdul Rehman

Proceedings of the 7th International Conference on Communications and Broadband Networking, 2019

2018

Architectural Design of Trusted Platform for IaaS Cloud Computing.

Ubaidullah alias Kashif, Zulfiqar Ali Memon, Shafaq Siddiqui, Abdul Rasheed Balouch, Rakhi Batra

Int. J. Cloud Appl. Comput., 2018

2016

Internet Addiction Impacts on Time Management That Results in Poor Academic Performance.

Shafaq Siddiqi, Zulfiqar Ali Memon

Proceedings of the International Conference on Frontiers of Information Technology, 2016