Nadia Nahar

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 18

Top Topics

Test Generation

Design Patterns

Software Evolution

Discriminative Ability

Top Venues

Publications

Nadia Nahar, Jenny Rowlett, Matthew Bray, Zahra Abba Omar, Xenophon Papademetris, Alka Menon, Christian Kästner
Regulating Explainability in Machine Learning Applications - Observations from a Policy Design Experiment. FAccT (2024)
Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kästner
A Meta-Summary of Challenges in Building Products with ML Components - Collecting Experiences from 4758+ Practitioners. CAIN (2023)
Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kästner
A Meta-Summary of Challenges in Building Products with ML Components - Collecting Experiences from 4758+ Practitioners. CoRR (2023)
Avinash Bhat, Austin Coursey, Grace Hu, Sixian Li, Nadia Nahar, Shurui Zhou, Christian Kästner, Jin L. C. Guo
Aspirations and Practice of ML Model Documentation: Moving the Needle with Nudging and Traceability. CHI (2023)
Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kästner
A Dataset and Analysis of Open-Source Machine Learning Products. CoRR (2023)
Nadia Nahar, Shurui Zhou, Grace A. Lewis, Christian Kästner
Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process. ICSE (2022)
Avinash Bhat, Austin Coursey, Grace Hu, Sixian Li, Nadia Nahar, Shurui Zhou, Christian Kästner, Jin L. C. Guo
Aspirations and Practice of Model Documentation: Moving the Needle with Nudging and Traceability. CoRR (2022)
Nadia Nahar, Shurui Zhou, Grace A. Lewis, Christian Kästner
More Engineering, No Silos: Rethinking Processes and Interfaces in Collaboration between Interdisciplinary Teams for Machine Learning Projects. CoRR (2021)
Moumita Asad, Rafed Muhammad Yasir, Shihab Shahriar Khan, Nadia Nahar, Md. Nurul Ahad Tawhid
Analyzing Program Comprehensibility of Go Projects. SEKE (2021)
Fazle Rabbi, Nishat Tasnim Niloy, Nadia Nahar, Md. Nurul Ahad Tawhid
SysMap: A Lightweight Software Visualization Tool to Analyze the Software Evolution of a System. CoRR (2021)
Atish Kumar Dipongkor, Iftekhar Ahmed, Rayhanul Islam, Nadia Nahar, Abdus Satter, Md. Saeed Siddik
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. 30 (9) (2020)
Asadullah Hill Galib, Nadia Nahar, B. M. Mainul Hossain
The Influences of Pre-birth Factors in Early Assessment of Child Mortality using Machine Learning Techniques. CoRR (2020)
Syed Fatiul Huq, Md. Aquib Azmain, Nadia Nahar, Md. Nurul Ahad Tawhid
On the Evolutionary Properties of Fix Inducing Changes. QuASoQ@APSEC (2020)
Abdus Satter, M. G. Muntaqeem, Nadia Nahar, Kazi Sakib
Retrieving Self-Executable and Functionally Correct Code to Improve Source Code Search. APSEC (2017)
Abdus Satter, Nadia Nahar, Kazi Sakib
Automatically Identifying Dead Fields in Test Code by Resolving Method Call and Field Dependency. QuASoQ@APSEC (2017)
Nadia Nahar, Kazi Sakib
Software semantics and syntax as a tool for automated test generation. Int. J. Crit. Comput. Based Syst. 7 (4) (2017)
Ahmad Tahmid, Nadia Nahar, Kazi Sakib
Understanding the Evolution of Code Smells by Observing Code Smell Clusters. PPAP@SANER (2016)
Nadia Nahar, Kazi Sakib
ACDPR: A Recommendation System for the Creational Design Patterns Using Anti-patterns. PPAP@SANER (2016)
Nadia Nahar, Kazi Sakib
Automatic Recommendation of Software Design Patterns Using Anti-patterns in the Design Phase: A Case Study on Abstract Factory. QuASoQ/WAWSE/CMCE@APSEC (2015)
Asif Imran, Nadia Nahar, Kazi Sakib
Watchword-Oriented and Time-Stamped Algorithms for Tamper-Proof Cloud Provenance Cognition. CoRR (2014)