标题
Empirical Study of Software Defect Prediction: A Systematic Mapping
作者
关键词
-
出版物
Symmetry-Basel
Volume 11, Issue 2, Pages 212
出版商
MDPI AG
发表日期
2019-02-14
DOI
10.3390/sym11020212
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- H-max distance measure of intuitionistic fuzzy sets in decision making
- (2018) Roan Thi Ngan et al. APPLIED SOFT COMPUTING
- Dental diagnosis from X-Ray images: An expert system based on fuzzy computing
- (2018) Le Hoang Son et al. Biomedical Signal Processing and Control
- Segmentation of dental X-ray images in medical imaging using neutrosophic orthogonal matrices
- (2018) Mumtaz Ali et al. EXPERT SYSTEMS WITH APPLICATIONS
- Actionable Analytics for Software Engineering
- (2018) Ye Yang et al. IEEE SOFTWARE
- The Unreasonable Effectiveness of Software Analytics
- (2018) Tim Menzies IEEE SOFTWARE
- What Flows through a Software Value Stream?
- (2018) Mik Kersten IEEE SOFTWARE
- MULTI: Multi-objective effort-aware just-in-time software defect prediction
- (2018) Xiang Chen et al. INFORMATION AND SOFTWARE TECHNOLOGY
- Dynamic structural neural network
- (2018) Cu Nguyen Giap et al. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
- Interval Complex Neutrosophic Set: Formulation and Applications in Decision-Making
- (2017) Mumtaz Ali et al. International Journal of Fuzzy Systems
- Bipolar neutrosophic soft sets and applications in decision making
- (2017) Mumtaz Ali et al. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
- A Novel Clustering Algorithm in a Neutrosophic Recommender System for Medical Diagnosis
- (2017) Nguyen Dang Thanh et al. Cognitive Computation
- A survey of the state-of-the-arts on neutrosophic sets in biomedical diagnoses
- (2017) Gia Nhu Nguyen et al. International Journal of Machine Learning and Cybernetics
- A neutrosophic recommender system for medical diagnosis based on algebraic neutrosophic measures
- (2017) Mumtaz Ali et al. APPLIED SOFT COMPUTING
- Picture inference system: a new fuzzy inference system on picture fuzzy set
- (2016) Le Hoang Son et al. APPLIED INTELLIGENCE
- Label propagation based semi-supervised learning for software defect prediction
- (2016) Zhi-Wu Zhang et al. Automated Software Engineering
- Tune Up Fuzzy C-Means for Big Data: Some Novel Hybrid Clustering Algorithms Based on Initial Selection and Incremental Clustering
- (2016) Le Hoang Son et al. International Journal of Fuzzy Systems
- A comparison of some soft computing methods for software fault prediction
- (2015) Ezgi Erturk et al. EXPERT SYSTEMS WITH APPLICATIONS
- Web Service QoS Prediction Based on Adaptive Dynamic Programming Using Fuzzy Neural Networks for Cloud Services
- (2015) Xiong Luo et al. IEEE Access
- IEEE Access Special Section Editorial: Recent Advances in Software Defined Networking for 5G Networks
- (2015) Mugen Peng et al. IEEE Access
- Coupled Auto-Associative Neural Networks for Heterogeneous Face Recognition
- (2015) Benjamin S. Riggan et al. IEEE Access
- Artificial Intelligence-Based Techniques for Emerging Heterogeneous Network: State of the Arts, Opportunities, and Challenges
- (2015) Xiaofei Wang et al. IEEE Access
- Software process evaluation: a machine learning framework with application to defect management process
- (2013) Ning Chen et al. EMPIRICAL SOFTWARE ENGINEERING
- Assessing the Cost Effectiveness of Fault Prediction in Acceptance Testing
- (2013) Akito Monden et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- A study of subgroup discovery approaches for defect prediction
- (2013) Daniel Rodriguez et al. INFORMATION AND SOFTWARE TECHNOLOGY
- Software fault prediction metrics: A systematic literature review
- (2013) Danijel Radjenović et al. INFORMATION AND SOFTWARE TECHNOLOGY
- Heuristic search-based approach for automated test data generation: a survey
- (2013) Ruchika Malhotra et al. International Journal of Bio-Inspired Computation
- Evaluating Stratification Alternatives to Improve Software Defect Prediction
- (2012) Lourdes Pelayo et al. IEEE TRANSACTIONS ON RELIABILITY
- Toward Comprehensible Software Fault Prediction Models Using Bayesian Network Classifiers
- (2012) Karel Dejaeger et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Empirical comparison of three metrics suites for fault prediction in packages of object-oriented systems: A case study of Eclipse
- (2011) Mahmoud O. Elish et al. ADVANCES IN ENGINEERING SOFTWARE
- An investigation on the feasibility of cross-project defect prediction
- (2011) Zhimin He et al. Automated Software Engineering
- Evaluating defect prediction approaches: a benchmark and an extensive comparison
- (2011) Marco D’Ambros et al. EMPIRICAL SOFTWARE ENGINEERING
- On the application of genetic programming for software engineering predictive modeling: A systematic review
- (2011) Wasif Afzal et al. EXPERT SYSTEMS WITH APPLICATIONS
- Developing Fault-Prediction Models: What the Research Can Show Industry
- (2011) T. Hall et al. IEEE SOFTWARE
- Software Fault Prediction Using Quad Tree-Based K-Means Clustering Algorithm
- (2011) Partha S. Bishnu et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- A Systematic Literature Review on Fault Prediction Performance in Software Engineering
- (2011) T. Hall et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Transfer learning for cross-company software defect prediction
- (2011) Ying Ma et al. INFORMATION AND SOFTWARE TECHNOLOGY
- Systematic literature review of machine learning based software development effort estimation models
- (2011) Jianfeng Wen et al. INFORMATION AND SOFTWARE TECHNOLOGY
- An evolutionary programming based asymmetric weighted least squares support vector machine ensemble learning methodology for software repository mining
- (2011) Lean Yu INFORMATION SCIENCES
- Searching for rules to detect defective modules: A subgroup discovery approach
- (2011) D. Rodríguez et al. INFORMATION SCIENCES
- The impact of accounting for special methods in the measurement of object-oriented class cohesion on refactoring and fault prediction activities
- (2011) Jehad Al Dallal JOURNAL OF SYSTEMS AND SOFTWARE
- An industrial case study of classifier ensembles for locating software defects
- (2011) Ayşe Tosun Mısırlı et al. SOFTWARE QUALITY JOURNAL
- Defect prediction from static code features: current results, limitations, new approaches
- (2010) Tim Menzies et al. Automated Software Engineering
- Design evolution metrics for defect prediction in object oriented systems
- (2010) Segla Kpodjedo et al. EMPIRICAL SOFTWARE ENGINEERING
- Practical development of an Eclipse-based software fault prediction tool using Naive Bayes algorithm
- (2010) Cagatay Catal et al. EXPERT SYSTEMS WITH APPLICATIONS
- Combining techniques for software quality classification: An integrated decision network approach
- (2010) Nan-Hsing Chiu EXPERT SYSTEMS WITH APPLICATIONS
- Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints
- (2010) Mohammad Masud et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- A Quantitative Investigation of the Acceptable Risk Levels of Object-Oriented Metrics in Open-Source Systems
- (2010) R. Shatnawi IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Evolutionary Optimization of Software Quality Modeling with Multiple Repositories
- (2010) Yi Liu et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- A General Software Defect-Proneness Prediction Framework
- (2010) Qinbao Song et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Evaluating Complexity, Code Churn, and Developer Activity Metrics as Indicators of Software Vulnerabilities
- (2010) Yonghee Shin et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- An ant colony optimization algorithm to improve software quality prediction models: Case of class stability
- (2010) D. Azar et al. INFORMATION AND SOFTWARE TECHNOLOGY
- A symbolic fault-prediction model based on multiobjective particle swarm optimization
- (2010) André B. de Carvalho et al. JOURNAL OF SYSTEMS AND SOFTWARE
- Comparing the effectiveness of several modeling methods for fault prediction
- (2009) Elaine J. Weyuker et al. EMPIRICAL SOFTWARE ENGINEERING
- On the relative value of cross-company and within-company data for defect prediction
- (2009) Burak Turhan et al. EMPIRICAL SOFTWARE ENGINEERING
- Exhaustive and heuristic search approaches for learning a software defect prediction model
- (2009) Parag C. Pendharkar ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Short-term fault prediction based on support vector machines with parameter optimization by evolution strategy
- (2009) Shumin Hou et al. EXPERT SYSTEMS WITH APPLICATIONS
- Cost-sensitive boosting neural networks for software defect prediction
- (2009) Jun Zheng EXPERT SYSTEMS WITH APPLICATIONS
- Learning from Imbalanced Data
- (2009) Haibo He et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- A Theoretical and Empirical Study of Search-Based Testing: Local, Global, and Hybrid Search
- (2009) M. Harman et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Exploring the relationship of a file’s history and its fault-proneness: An empirical method and its application to open source programs
- (2009) Timea Illes-Seifert et al. INFORMATION AND SOFTWARE TECHNOLOGY
- Finding software metrics threshold values using ROC curves
- (2009) Raed Shatnawi et al. JOURNAL OF SOFTWARE MAINTENANCE AND EVOLUTION-RESEARCH AND PRACTICE
- On the ability of complexity metrics to predict fault-prone classes in object-oriented systems
- (2009) Yuming Zhou et al. JOURNAL OF SYSTEMS AND SOFTWARE
- A systematic and comprehensive investigation of methods to build and evaluate fault prediction models
- (2009) Erik Arisholm et al. JOURNAL OF SYSTEMS AND SOFTWARE
- Analysis of Naive Bayes’ assumptions on software fault data: An empirical study
- (2008) Burak Turhan et al. DATA & KNOWLEDGE ENGINEERING
- Techniques for evaluating fault prediction models
- (2008) Yue Jiang et al. EMPIRICAL SOFTWARE ENGINEERING
- A systematic review of software fault prediction studies
- (2008) Cagatay Catal et al. EXPERT SYSTEMS WITH APPLICATIONS
- Using the Conceptual Cohesion of Classes for Fault Prediction in Object-Oriented Systems
- (2008) A. Marcus et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings
- (2008) S. Lessmann et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Classifying Software Changes: Clean or Buggy?
- (2008) Sunghun Kim et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem
- (2008) Cagatay Catal et al. INFORMATION SCIENCES
- The effectiveness of software metrics in identifying error-prone classes in post-release software evolution process
- (2008) Raed Shatnawi et al. JOURNAL OF SYSTEMS AND SOFTWARE
- Regression via Classification applied on software defect estimation
- (2007) S. Bibi et al. EXPERT SYSTEMS WITH APPLICATIONS
- Applying machine learning to software fault-proneness prediction
- (2007) Iker Gondra JOURNAL OF SYSTEMS AND SOFTWARE
- Mining software repositories for comprehensible software fault prediction models
- (2007) Olivier Vandecruys et al. JOURNAL OF SYSTEMS AND SOFTWARE
- Predicting defect-prone software modules using support vector machines
- (2007) Karim O. Elish et al. JOURNAL OF SYSTEMS AND SOFTWARE
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