Nadia Nahar

27 papers A* 4B 1C 2Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2026 A* conf
"I Don't Think RAI Applies to My Model" - Engaging Non-champions with Sticky Stories for Responsible AI Work.
CHI
Nadia Nahar, Chenyang Yang, Yanxin Chen, Wesley Hanwen Deng, Ken Holstein, Motahhare Eslami, Christian Kästner
2025 J jnl
"I Don't Think RAI Applies to My Model" - Engaging Non-champions with Sticky Stories for Responsible AI Work.
CoRR
Nadia Nahar, Chenyang Yang, Yanxin Chen, Wesley Hanwen Deng, Ken Holstein, Motahhare Eslami, Christian Kästner
2025 J jnl
Beyond Accuracy, SHAP, and Anchors - On the difficulty of designing effective end-user explanations.
CoRR
Zahra Abba Omar, Nadia Nahar, Jacob Tjaden, Inès M. Gilles, Fikir Mekonnen, Jane Hsieh, Christian Kästner, Alka Menon
2025 — conf
Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products.
SEIP@ICSE
Nadia Nahar, Christian Kästner, Jenna L. Butler, Chris Parnin, Thomas Zimmermann, Christian Bird
2025 A* conf
The Product Beyond the Model - An Empirical Study of Repositories of Open-Source ML Products.
ICSE
Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kästner
2024 J jnl
Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products.
CoRR
Nadia Nahar, Christian Kästner, Jenna L. Butler, Chris Parnin, Thomas Zimmermann, Christian Bird
2024 — conf
Lessons from Clinical Communications for Explainable AI.
AIES (1)
Alka V. Menon, Zahra Abba Omar, Nadia Nahar, Xenophon Papademetris, Lynn E. Fiellin, Christian Kästner
2024 — conf
Regulating Explainability in Machine Learning Applications - Observations from a Policy Design Experiment.
FAccT
Nadia Nahar, Jenny Rowlett, Matthew Bray, Zahra Abba Omar, Xenophon Papademetris, Alka Menon, Christian Kästner
2023 J jnl
A Dataset and Analysis of Open-Source Machine Learning Products.
CoRR
Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kästner
2023 B conf
A Meta-Summary of Challenges in Building Products with ML Components - Collecting Experiences from 4758+ Practitioners.
CAIN
Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kästner
2023 J jnl
A Meta-Summary of Challenges in Building Products with ML Components - Collecting Experiences from 4758+ Practitioners.
CoRR
Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kästner
2023 A* conf
Aspirations and Practice of ML Model Documentation: Moving the Needle with Nudging and Traceability.
CHI
Avinash Bhat, Austin Coursey, Grace Hu, Sixian Li, Nadia Nahar, Shurui Zhou, Christian Kästner, Jin L. C. Guo
2022 J jnl
Aspirations and Practice of Model Documentation: Moving the Needle with Nudging and Traceability.
CoRR
Avinash Bhat, Austin Coursey, Grace Hu, Sixian Li, Nadia Nahar, Shurui Zhou, Christian Kästner, Jin L. C. Guo
2022 A* conf
Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process.
ICSE
Nadia Nahar, Shurui Zhou, Grace A. Lewis, Christian Kästner
2021 C conf
Analyzing Program Comprehensibility of Go Projects.
SEKE
Moumita Asad, Rafed Muhammad Yasir, Shihab Shahriar Khan, Nadia Nahar, Md. Nurul Ahad Tawhid
2021 J jnl
More Engineering, No Silos: Rethinking Processes and Interfaces in Collaboration between Interdisciplinary Teams for Machine Learning Projects.
CoRR
Nadia Nahar, Shurui Zhou, Grace A. Lewis, Christian Kästner
2021 J jnl
SysMap: A Lightweight Software Visualization Tool to Analyze the Software Evolution of a System.
CoRR
Fazle Rabbi, Nishat Tasnim Niloy, Nadia Nahar, Md. Nurul Ahad Tawhid
2020 J jnl
ABMMRS Eradicator: Improving Accuracy in Recommending Move Methods for Web-based MVC Projects and Libraries Using Method's External Dependencies.
Int. J. Softw. Eng. Knowl. Eng.
Atish Kumar Dipongkor, Iftekhar Ahmed, Rayhanul Islam, Nadia Nahar, Abdus Satter, Md. Saeed Siddik
2020 — conf
On the Evolutionary Properties of Fix Inducing Changes.
QuASoQ@APSEC
Syed Fatiul Huq, Md. Aquib Azmain, Nadia Nahar, Md. Nurul Ahad Tawhid
2020 J jnl
The Influences of Pre-birth Factors in Early Assessment of Child Mortality using Machine Learning Techniques.
CoRR
Asadullah Hill Galib, Nadia Nahar, B. M. Mainul Hossain
2017 — conf
Automatically Identifying Dead Fields in Test Code by Resolving Method Call and Field Dependency.
QuASoQ@APSEC
Abdus Satter, Nadia Nahar, Kazi Sakib
2017 C conf
Retrieving Self-Executable and Functionally Correct Code to Improve Source Code Search.
APSEC
Abdus Satter, M. G. Muntaqeem, Nadia Nahar, Kazi Sakib
2017 J jnl
Software semantics and syntax as a tool for automated test generation.
Int. J. Crit. Comput. Based Syst.
Nadia Nahar, Kazi Sakib
2016 — conf
ACDPR: A Recommendation System for the Creational Design Patterns Using Anti-patterns.
PPAP@SANER
Nadia Nahar, Kazi Sakib
2016 — conf
Understanding the Evolution of Code Smells by Observing Code Smell Clusters.
PPAP@SANER
Ahmad Tahmid, Nadia Nahar, Kazi Sakib
2015 — conf
Automatic Recommendation of Software Design Patterns Using Anti-patterns in the Design Phase: A Case Study on Abstract Factory.
QuASoQ/WAWSE/CMCE@APSEC
Nadia Nahar, Kazi Sakib
2014 J jnl
Watchword-Oriented and Time-Stamped Algorithms for Tamper-Proof Cloud Provenance Cognition.
CoRR
Asif Imran, Nadia Nahar, Kazi Sakib