Improving high-impact bug report prediction with combination of interactive machine learning and active learning

Revisiting Supervised and Unsupervised Methods for Effort-Aware Cross-Project Defect Prediction

(2020) Chao Ni et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Neural Network-based Detection of Self-Admitted Technical Debt

(2019) Xiaoxue Ren et al.   ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY

CVE-assisted large-scale security bug report dataset construction method

(2019) Xiaoxue Wu et al.   JOURNAL OF SYSTEMS AND SOFTWARE

How Far We Have Progressed in the Journey? An Examination of Cross-Project Defect Prediction

(2018) Yuming Zhou et al.   ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY

Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study

(2018) Jurgen Bernard et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

MULTI: Multi-objective effort-aware just-in-time software defect prediction

(2018) Xiang Chen et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Predicting the Severity of Bug Reports Based on Feature Selection

(2018) Wenjie Liu et al.   INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

Characterizing and predicting blocking bugs in open source projects

(2018) Harold Valdivia-Garcia et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Active learning based support vector data description method for robust novelty detection

(2018) Lili Yin et al.   KNOWLEDGE-BASED SYSTEMS

Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey

(2018) Naveed Akhtar et al.   IEEE Access

Revisiting supervised and unsupervised models for effort-aware just-in-time defect prediction

(2018) Qiao Huang et al.   EMPIRICAL SOFTWARE ENGINEERING

Recent research advances on interactive machine learning

(2018) Liu Jiang et al.   JOURNAL OF VISUALIZATION

A two-phase transfer learning model for cross-project defect prediction

(2018) Chao Liu et al.   INFORMATION AND SOFTWARE TECHNOLOGY

A Systematic Literature Review and Meta-Analysis on Cross Project Defect Prediction

(2017) Seyedrebvar Hosseini et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Visual Interaction with Dimensionality Reduction: A Structured Literature Analysis

(2017) Dominik Sacha et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

High-Impact Bug Report Identification with Imbalanced Learning Strategies

(2017) Xin-Li Yang et al.   JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

Cloud security issues and challenges: A survey

(2017) Ashish Singh et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

NLPReViz: an interactive tool for natural language processing on clinical text

(2017) Gaurav Trivedi et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Voltage Stability Prediction Using Active Machine Learning

(2017) Vuk Malbasa et al.   IEEE Transactions on Smart Grid

Power to the People: The Role of Humans in Interactive Machine Learning

(2017) Saleema Amershi et al.   AI MAGAZINE

An Uncertainty-Aware Approach for Exploratory Microblog Retrieval

(2016) Mengchen Liu et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

On the unreliability of bug severity data

(2015) Yuan Tian et al.   EMPIRICAL SOFTWARE ENGINEERING

A survey on bug-report analysis

(2015) Jie Zhang et al.   Science China-Information Sciences

Automatic, high accuracy prediction of reopened bugs

(2014) Xin Xia et al.   Automated Software Engineering

AutoODC: Automated generation of orthogonal defect classifications

(2014) LiGuo Huang et al.   Automated Software Engineering

Data Quality: Some Comments on the NASA Software Defect Datasets

(2013) Martin Shepperd et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING