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06/05/2023
A Data-driven Region Generation Framework for Spatiotemporal Transportation Service Management
MAUP (modifiable areal unit problem) is a fundamental problem for spatia...
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09/07/2022
Legal Detection of AI Products Based on Formal Argumentation and Legal Ontology
Ontology is a popular method for knowledge representation in different d...
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12/21/2021
A Pilot Study on Detecting Unfairness in Human Decisions With Machine Learning Algorithmic Bias Detection
Fairness in decision-making has been a long-standing issue in our societ...
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12/02/2021
On the Documentation of Refactoring Types
Commit messages are the atomic level of software documentation. They pro...
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07/17/2021
Fair Balance: Mitigating Machine Learning Bias Against Multiple Protected Attributes With Data Balancing
This paper aims to improve machine learning fairness on multiple protect...
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05/31/2020
A General-Purpose Dehazing Algorithm based on Local Contrast Enhancement Approaches
Dehazing is in the image processing and computer vision communities, the...
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05/31/2020
How to Recognize Actionable Static Code Warnings (Using Linear SVMs)
Static code warning tools often generate warnings that programmers ignor...
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03/23/2020
Fairway: A Way to Build Fair ML Software
Machine learning software is increasingly being used to make decisions t...
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02/25/2020
Identifying Self-Admitted Technical Debts with Jitterbug: A Two-step Approach
Keeping track of and managing the self-admitted technical debts (SATDs) ...
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11/04/2019
An Expert System for Learning Software Engineering Knowledge (with Case Studies in Understanding Static Code Warning)
Knowledge-based systems reason over some knowledge base. Hence, an impor...
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09/16/2019
Searching for Better Test Case Prioritization Schemes: a Case Study of AI-assisted Systematic Literature Review
Given the large numbers of publications in the SE field, it is difficult...
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05/20/2019
Better Technical Debt Detection via SURVEYing
Software analytics can be improved by surveying; i.e. rechecking and (po...
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05/16/2019
TERMINATOR: Better Automated UI Test Case Prioritization
Automated UI testing is an important component of the continuous integra...
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12/04/2018
Better Software Analytics via "DUO": Data Mining Algorithms Using/Used-by Optimizers
This paper claims that a new field of empirical software engineering res...
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08/31/2018
Total Recall, Language Processing, and Software Engineering
A broad class of software engineering problems can be generalized as the...
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05/08/2018
Crowdtesting : When is The Party Over?
Trade-offs such as "how much testing is enough" are critical yet challen...
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03/17/2018
Cost-aware Vulnerability Prediction: the HARMLESS Approach
Society needs more secure software. But predicting vulnerabilities is di...
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01/30/2018
Data-Driven Search-based Software Engineering
This paper introduces Data-Driven Search-based Software Engineering (DSE...
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01/07/2018
Finding Faster Configurations using FLASH
Finding good configurations for a software system is often challenging s...
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08/18/2017
Recover the lost Phasor Measurement Unit Data Using Alternating Direction Multipliers Method
This paper presents a novel algorithm for recovering missing data of pha...
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12/10/2016