Revisiting Process versus Product Metrics: a Large Scale Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Majumder, Suvodeep, Mody, Pranav, Menzies, Tim |
|---|---|
| Format: | Preprint |
| Published: |
2020
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
When Less is More: On the Value of "Co-training" for Semi-Supervised Software Defect Predictors
by: Majumder, Suvodeep, et al.
Published: (2022)
by: Majumder, Suvodeep, et al.
Published: (2022)
500+ Times Faster Than Deep Learning (A Case Study Exploring Faster Methods for Text Mining StackOverflow)
by: Majumder, Suvodeep, et al.
Published: (2018)
by: Majumder, Suvodeep, et al.
Published: (2018)
Is Hyper-Parameter Optimization Different for Software Analytics?
by: Yedida, Rahul, et al.
Published: (2024)
by: Yedida, Rahul, et al.
Published: (2024)
SmartOracle -- An Agentic Approach to Mitigate Noise in Differential Oracles
by: Srinivasan, Srinath, et al.
Published: (2026)
by: Srinivasan, Srinath, et al.
Published: (2026)
Software Engineering Principles for Fairer Systems: Experiments with GroupCART
by: Peng, Kewen, et al.
Published: (2025)
by: Peng, Kewen, et al.
Published: (2025)
From Coverage to Causes: Data-Centric Fuzzing for JavaScript Engines
by: Ganguly, Kishan Kumar, et al.
Published: (2025)
by: Ganguly, Kishan Kumar, et al.
Published: (2025)
Revisiting the Plastic Surgery Hypothesis via Large Language Models
by: Xia, Chunqiu Steven, et al.
Published: (2023)
by: Xia, Chunqiu Steven, et al.
Published: (2023)
Retrospective: Data Mining Static Code Attributes to Learn Defect Predictors
by: Menzies, Tim
Published: (2025)
by: Menzies, Tim
Published: (2025)
A Large Scale Survey of Motivation in Software Development and Analysis of its Validity
by: Amit, Idan, et al.
Published: (2024)
by: Amit, Idan, et al.
Published: (2024)
Can Large Language Models Improve SE Active Learning via Warm-Starts?
by: Senthilkumar, Lohith, et al.
Published: (2024)
by: Senthilkumar, Lohith, et al.
Published: (2024)
Applying Large Language Models to Issue Classification: Revisiting with Extended Data and New Models
by: Aracena, Gabriel, et al.
Published: (2025)
by: Aracena, Gabriel, et al.
Published: (2025)
Defect Prediction Using Stylistic Metrics
by: Yasir, Rafed Muhammad, et al.
Published: (2022)
by: Yasir, Rafed Muhammad, et al.
Published: (2022)
Linux Kernel Configurations at Scale: A Dataset for Performance and Evolution Analysis
by: Borges, Heraldo, et al.
Published: (2025)
by: Borges, Heraldo, et al.
Published: (2025)
Minimal Data, Maximum Clarity: A Heuristic for Explaining Optimization
by: Rayegan, Amirali, et al.
Published: (2025)
by: Rayegan, Amirali, et al.
Published: (2025)
Beyond the Prompt: Assessing Domain Knowledge Strategies for High-Dimensional LLM Optimization in Software Engineering
by: Srinivasan, Srinath, et al.
Published: (2026)
by: Srinivasan, Srinath, et al.
Published: (2026)
Less Noise, More Signal: DRR for Better Optimizations of SE Tasks
by: Lustosa, Andre, et al.
Published: (2025)
by: Lustosa, Andre, et al.
Published: (2025)
Can Causality Cure Confusion Caused By Correlation (in Software Analytics)?
by: Rayegan, Amirali, et al.
Published: (2026)
by: Rayegan, Amirali, et al.
Published: (2026)
Streamlining Software Reviews: Efficient Predictive Modeling with Minimal Examples
by: Menzies, Tim, et al.
Published: (2024)
by: Menzies, Tim, et al.
Published: (2024)
iSNEAK: Partial Ordering as Heuristics for Model-Based Reasoning in Software Engineering
by: Lustosa, Andre, et al.
Published: (2023)
by: Lustosa, Andre, et al.
Published: (2023)
From Brittle to Robust: Improving LLM Annotations for SE Optimization
by: Senthilkumar, Lohith, et al.
Published: (2026)
by: Senthilkumar, Lohith, et al.
Published: (2026)
Integrating Large Language Models for Automated Structural Analysis
by: Liang, Haoran, et al.
Published: (2025)
by: Liang, Haoran, et al.
Published: (2025)
Renaissance of Literate Programming in the Era of LLMs: Enhancing LLM-Based Code Generation in Large-Scale Projects
by: Zhang, Wuyang, et al.
Published: (2024)
by: Zhang, Wuyang, et al.
Published: (2024)
Scaling Down to Scale Up: A Cost-Benefit Analysis of Replacing OpenAI's LLM with Open Source SLMs in Production
by: Irugalbandara, Chandra, et al.
Published: (2023)
by: Irugalbandara, Chandra, et al.
Published: (2023)
SkVM: Revisiting Language VM for Skills across Heterogenous LLMs and Harnesses
by: Chen, Le, et al.
Published: (2026)
by: Chen, Le, et al.
Published: (2026)
Mining Temporal Attack Patterns from Cyberthreat Intelligence Reports
by: Rahman, Md Rayhanur, et al.
Published: (2024)
by: Rahman, Md Rayhanur, et al.
Published: (2024)
BINGO! Simple Optimizers Win Big if Problems Collapse to a Few Buckets
by: Ganguly, Kishan Kumar, et al.
Published: (2025)
by: Ganguly, Kishan Kumar, et al.
Published: (2025)
ARFT-Transformer: Modeling Metric Dependencies for Cross-Project Aging-Related Bug Prediction
by: Ge, Shuning, et al.
Published: (2026)
by: Ge, Shuning, et al.
Published: (2026)
When Data Quality Issues Collide: A Large-Scale Empirical Study of Co-Occurring Data Quality Issues in Software Defect Prediction
by: Dapaah, Emmanuel Charleson, et al.
Published: (2025)
by: Dapaah, Emmanuel Charleson, et al.
Published: (2025)
How Low Can You Go? The Data-Light SE Challenge
by: Ganguly, Kishan Kumar, et al.
Published: (2025)
by: Ganguly, Kishan Kumar, et al.
Published: (2025)
Zoom, Don't Wander: Why Regional Search Outperforms Pareto Reasoning and Global Optimization in Budget-Constrained SBSE
by: Ganguly, Kishan Kumar, et al.
Published: (2026)
by: Ganguly, Kishan Kumar, et al.
Published: (2026)
From Verification to Herding: Exploiting Software's Sparsity of Influence
by: Menzies, Tim, et al.
Published: (2026)
by: Menzies, Tim, et al.
Published: (2026)
A Configuration-First Framework for Reproducible, Low-Code Localization
by: Strnad, Tim, et al.
Published: (2025)
by: Strnad, Tim, et al.
Published: (2025)
Instruction Set Migration at Warehouse Scale
by: Christopher, Eric, et al.
Published: (2025)
by: Christopher, Eric, et al.
Published: (2025)
Detecting Stimuli with Novel Temporal Patterns to Accelerate Functional Coverage Closure
by: Zheng, Xuan, et al.
Published: (2024)
by: Zheng, Xuan, et al.
Published: (2024)
Enhancing Business Process Simulation Models with Extraneous Activity Delays
by: Chapela-Campa, David, et al.
Published: (2022)
by: Chapela-Campa, David, et al.
Published: (2022)
Online Discovery of Simulation Models for Evolving Business Processes (Extended Version)
by: Vinci, Francesco, et al.
Published: (2025)
by: Vinci, Francesco, et al.
Published: (2025)
Adaptive Reinforcement Learning for Dynamic Configuration Allocation in Pre-Production Testing
by: Zhu, Yu
Published: (2025)
by: Zhu, Yu
Published: (2025)
Cuvis.Ai: An Open-Source, Low-Code Software Ecosystem for Hyperspectral Processing and Classification
by: Hanson, Nathaniel, et al.
Published: (2024)
by: Hanson, Nathaniel, et al.
Published: (2024)
Exploring the Integration of Large Language Models in Industrial Test Maintenance Processes
by: Liu, Jingxiong, et al.
Published: (2024)
by: Liu, Jingxiong, et al.
Published: (2024)
FunPRM: Function-as-Step Process Reward Model with Meta Reward Correction for Code Generation
by: Zhang, Ruiyi, et al.
Published: (2026)
by: Zhang, Ruiyi, et al.
Published: (2026)
Similar Items
-
When Less is More: On the Value of "Co-training" for Semi-Supervised Software Defect Predictors
by: Majumder, Suvodeep, et al.
Published: (2022) -
500+ Times Faster Than Deep Learning (A Case Study Exploring Faster Methods for Text Mining StackOverflow)
by: Majumder, Suvodeep, et al.
Published: (2018) -
Is Hyper-Parameter Optimization Different for Software Analytics?
by: Yedida, Rahul, et al.
Published: (2024) -
SmartOracle -- An Agentic Approach to Mitigate Noise in Differential Oracles
by: Srinivasan, Srinath, et al.
Published: (2026) -
Software Engineering Principles for Fairer Systems: Experiments with GroupCART
by: Peng, Kewen, et al.
Published: (2025)