3 citations · 4 across the 6 of their papers we have counts for
4 papers · 1 filter
Automated, Unsupervised, and Auto-parameterized Inference of Data Patterns and Anomaly Detection
Qiaolin Qin, Heng Li, Ettore Merlo +1
With the advent of data-centric and machine learning (ML) systems, data quality is playing an increasingly critical role in ensuring the overall quality of software systems. Data p…
Tracing Optimization for Performance Modeling and Regression Detection
Kaveh Shahedi, Heng Li, Maxime Lamothe +1
Software performance modeling plays a crucial role in developing and maintaining software systems. A performance model analytically describes the relationship between the performan…
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models
Baharan Nouriinanloo, Maxime Lamothe
Large Language Models (LLMs) have been revolutionizing a myriad of natural language processing tasks with their diverse zero-shot capabilities. Indeed, existing work has shown that…
Mining Action Rules for Defect Reduction Planning
Khouloud Oueslati, Gabriel Laberge, Maxime Lamothe +1
Defect reduction planning plays a vital role in enhancing software quality and minimizing software maintenance costs. By training a black box machine learning model and "explaining…