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08/04/2023
Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation
Accurately predicting hospital length-of-stay at the time a patient is a...
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05/16/2023
Data Augmentation for Conflict and Duplicate Detection in Software Engineering Sentence Pairs
This paper explores the use of text data augmentation techniques to enha...
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01/02/2023
Adaptive Fine-tuning for Multiclass Classification over Software Requirement Data
The analysis of software requirement specifications (SRS) using Natural ...
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11/02/2022
ADPTriage: Approximate Dynamic Programming for Bug Triage
Bug triaging is a critical task in any software development project. It ...
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08/01/2022
Interpretable Time Series Clustering Using Local Explanations
This study focuses on exploring the use of local interpretability method...
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06/28/2022
Identifying the requirement conflicts in SRS documents using transformer-based sentence embeddings
High quality software systems typically require a set of clear, complete...
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04/18/2022
Time Series Clustering for Grouping Products Based on Price and Sales Patterns
Developing technology and changing lifestyles have made online grocery d...
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09/05/2021
VARGAN: Variance Enforcing Network Enhanced GAN
Generative adversarial networks (GANs) are one of the most widely used g...
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09/02/2021
Text Classification for Predicting Multi-level Product Categories
In an online shopping platform, a detailed classification of the product...
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04/26/2021
DABT: A Dependency-aware Bug Triaging Method
In software engineering practice, fixing a bug promptly reduces the asso...
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04/24/2021
Predicting the Number of Reported Bugs in a Software Repository
The bug growth pattern prediction is a complicated, unrelieved task, whi...
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04/24/2021
A Deep Reinforcement Learning Approach for the Meal Delivery Problem
We consider a meal delivery service fulfilling dynamic customer requests...
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03/05/2021
Does chronology matter in JIT defect prediction? A Partial Replication Study
Just-In-Time (JIT) models detect the fix-inducing changes (or defect-ind...
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03/05/2021
Moving from Cross-Project Defect Prediction to Heterogeneous Defect Prediction: A Partial Replication Study
Software defect prediction heavily relies on the metrics collected from ...
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11/10/2020
Wayback Machine: Capturing the evolutionary behaviour of the bug dependency graph in open-source software systems
The issue tracking system (ITS) is a rich data source for data-driven de...
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06/16/2020