Nadia Nahar

According to our database, Nadia Nahar authored at least 20 papers between 2014 and 2024.

Collaborative distances:

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

2024

Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products.

Nadia Nahar, Christian Kästner, Jenna L. Butler, Chris Parnin, Thomas Zimmermann, Christian Bird

CoRR, 2024

Regulating Explainability in Machine Learning Applications - Observations from a Policy Design Experiment.

Nadia Nahar, Jenny Rowlett, Matthew Bray, Zahra Abba Omar, Xenophon Papademetris, Alka Menon, Christian Kästner

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

2023

A Dataset and Analysis of Open-Source Machine Learning Products.

Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kästner

CoRR, 2023

Aspirations and Practice of ML Model Documentation: Moving the Needle with Nudging and Traceability.

Avinash Bhat, Austin Coursey, Grace Hu, Sixian Li, Nadia Nahar, Shurui Zhou, Christian Kästner, Jin L. C. Guo

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

A Meta-Summary of Challenges in Building Products with ML Components - Collecting Experiences from 4758+ Practitioners.

Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kästner

Proceedings of the 2nd IEEE/ACM International Conference on AI Engineering, 2023

2022

Aspirations and Practice of Model Documentation: Moving the Needle with Nudging and Traceability.

Avinash Bhat, Austin Coursey, Grace Hu, Sixian Li, Nadia Nahar, Shurui Zhou, Christian Kästner, Jin L. C. Guo

CoRR, 2022

Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process.

Nadia Nahar, Shurui Zhou, Grace A. Lewis, Christian Kästner

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021

More Engineering, No Silos: Rethinking Processes and Interfaces in Collaboration between Interdisciplinary Teams for Machine Learning Projects.

Nadia Nahar, Shurui Zhou, Grace A. Lewis, Christian Kästner

CoRR, 2021

SysMap: A Lightweight Software Visualization Tool to Analyze the Software Evolution of a System.

Fazle Rabbi, Nishat Tasnim Niloy, Nadia Nahar, Md. Nurul Ahad Tawhid

CoRR, 2021

Analyzing Program Comprehensibility of Go Projects.

Moumita Asad, Rafed Muhammad Yasir, Shihab Shahriar Khan, Nadia Nahar, Md. Nurul Ahad Tawhid

Proceedings of the 33rd International Conference on Software Engineering and Knowledge Engineering, 2021

2020

ABMMRS Eradicator: Improving Accuracy in Recommending Move Methods for Web-based MVC Projects and Libraries Using Method's External Dependencies.

Atish Kumar Dipongkor, Iftekhar Ahmed, Rayhanul Islam, Nadia Nahar, Abdus Satter, Md. Saeed Siddik

Int. J. Softw. Eng. Knowl. Eng., 2020

The Influences of Pre-birth Factors in Early Assessment of Child Mortality using Machine Learning Techniques.

Asadullah Hill Galib, Nadia Nahar, B. M. Mainul Hossain

CoRR, 2020

On the Evolutionary Properties of Fix Inducing Changes.

Syed Fatiul Huq, Md. Aquib Azmain, Nadia Nahar, Md. Nurul Ahad Tawhid

Proceedings of the 8th International Workshop on Quantitative Approaches to Software Quality co-located with 27th Asia-Pacific Software Engineering Conference (APSEC 2020), 2020

2017

Software semantics and syntax as a tool for automated test generation.

Nadia Nahar, Kazi Sakib

Int. J. Crit. Comput. Based Syst., 2017

Automatically Identifying Dead Fields in Test Code by Resolving Method Call and Field Dependency.

Abdus Satter, Nadia Nahar, Kazi Sakib

Proceedings of the 5th International Workshop on Quantitative Approaches to Software Quality co-located with 24th Asia-Pacific Software Engineering Conference (APSEC 2017), 2017

Retrieving Self-Executable and Functionally Correct Code to Improve Source Code Search.

Abdus Satter, M. G. Muntaqeem, Nadia Nahar, Kazi Sakib

Proceedings of the 24th Asia-Pacific Software Engineering Conference, 2017

2016

Understanding the Evolution of Code Smells by Observing Code Smell Clusters.

Ahmad Tahmid, Nadia Nahar, Kazi Sakib

Proceedings of the Third International Workshop on Patterns Promotion and Anti-patterns Prevention, 2016

ACDPR: A Recommendation System for the Creational Design Patterns Using Anti-patterns.

Nadia Nahar, Kazi Sakib

Proceedings of the Third International Workshop on Patterns Promotion and Anti-patterns Prevention, 2016

2015

Automatic Recommendation of Software Design Patterns Using Anti-patterns in the Design Phase: A Case Study on Abstract Factory.

Nadia Nahar, Kazi Sakib

Proceedings of the Joint Proceedings of the 3rd International Workshop on Quantitative Approaches to Software Quality (QuASoQ), 2015

2014

Watchword-Oriented and Time-Stamped Algorithms for Tamper-Proof Cloud Provenance Cognition.

Asif Imran, Nadia Nahar, Kazi Sakib

CoRR, 2014