- Home
- Publications
- Publication Search
- Publication Details
Title
Code smell detection and identification in imbalanced environments
Authors
Keywords
Code smells detection, Smell type identification, Imbalanced data classification, Oblique decision tree, Evolutionary algorithm
Journal
EXPERT SYSTEMS WITH APPLICATIONS
Volume 166, Issue -, Pages 114076
Publisher
Elsevier BV
Online
2020-10-01
DOI
10.1016/j.eswa.2020.114076
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Appropriateness of performance indices for imbalanced data classification: An analysis
- (2020) Sankha Subhra Mullick et al. PATTERN RECOGNITION
- Machine learning techniques for code smell detection: A Systematic literature review and meta-Analysis
- (2019) Muhammad Ilyas Azeem et al. INFORMATION AND SOFTWARE TECHNOLOGY
- A survey on evolutionary machine learning
- (2019) Harith Al-Sahaf et al. JOURNAL OF THE ROYAL SOCIETY OF NEW ZEALAND
- RuleCOSI: Combination and simplification of production rules from boosted decision trees for imbalanced classification
- (2019) Josue Obregon et al. EXPERT SYSTEMS WITH APPLICATIONS
- The impact of class imbalance in classification performance metrics based on the binary confusion matrix
- (2019) Amalia Luque et al. PATTERN RECOGNITION
- A large-scale empirical exploration on refactoring activities in open source software projects
- (2019) Carmine Vassallo et al. SCIENCE OF COMPUTER PROGRAMMING
- Unbalanced breast cancer data classification using novel fitness functions in genetic programming
- (2019) Divyaansh Devarriya et al. EXPERT SYSTEMS WITH APPLICATIONS
- A Survey of Automatic Parameter Tuning Methods for Metaheuristics
- (2019) Changwu Huang et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- A Developer Centered Bug Prediction Model
- (2018) Dario Di Nucci et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- A large-scale empirical study on the lifecycle of code smell co-occurrences
- (2018) Fabio Palomba et al. INFORMATION AND SOFTWARE TECHNOLOGY
- Enhancing change prediction models using developer-related factors
- (2018) Gemma Catolino et al. JOURNAL OF SYSTEMS AND SOFTWARE
- A survey on software smells
- (2018) Tushar Sharma et al. JOURNAL OF SYSTEMS AND SOFTWARE
- Handling data irregularities in classification: Foundations, trends, and future challenges
- (2018) Swagatam Das et al. PATTERN RECOGNITION
- A Multi-objective hybrid filter-wrapper evolutionary approach for feature selection
- (2018) Marwa Hammami et al. Memetic Computing
- A survey of many-objective optimisation in search-based software engineering
- (2018) Aurora Ramírez et al. JOURNAL OF SYSTEMS AND SOFTWARE
- Fine-grained just-in-time defect prediction
- (2018) Luca Pascarella et al. JOURNAL OF SYSTEMS AND SOFTWARE
- Beyond Technical Aspects: How Do Community Smells Influence the Intensity of Code Smells?
- (2018) Fabio Palomba et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Learning from class-imbalanced data: Review of methods and applications
- (2017) Guo Haixiang et al. EXPERT SYSTEMS WITH APPLICATIONS
- Code smell severity classification using machine learning techniques
- (2017) Francesca Arcelli Fontana et al. KNOWLEDGE-BASED SYSTEMS
- HHCART: An oblique decision tree
- (2016) D.C. Wickramarachchi et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
- Dynamic and Automatic Feedback-Based Threshold Adaptation for Code Smell Detection
- (2016) Hui Liu et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Multi-objective code-smells detection using good and bad design examples
- (2016) Usman Mansoor et al. SOFTWARE QUALITY JOURNAL
- Comparing and experimenting machine learning techniques for code smell detection
- (2015) Francesca Arcelli Fontana et al. EMPIRICAL SOFTWARE ENGINEERING
- AutoRefactoring: A platform to build refactoring agents
- (2015) Baldoino Fonseca dos Santos Neto et al. EXPERT SYSTEMS WITH APPLICATIONS
- Parameter Control in Evolutionary Algorithms: Trends and Challenges
- (2015) Giorgos Karafotias et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Mining Version Histories for Detecting Code Smells
- (2015) Fabio Palomba et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Code-Smell Detection as a Bilevel Problem
- (2014) Dilan Sahin et al. ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
- A Cooperative Parallel Search-Based Software Engineering Approach for Code-Smells Detection
- (2014) Wael Kessentini et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Quantifying the Effect of Code Smells on Maintenance Effort
- (2013) Dag I.K. Sjoberg et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- Maintainability defects detection and correction: a multi-objective approach
- (2012) Ali Ouni et al. Automated Software Engineering
- Identification and application of Extract Class refactorings in object-oriented systems
- (2012) Marios Fokaefs et al. JOURNAL OF SYSTEMS AND SOFTWARE
- A Hitchhiker's guide to statistical tests for assessing randomized algorithms in software engineering
- (2012) Andrea Arcuri et al. SOFTWARE TESTING VERIFICATION & RELIABILITY
- A survey of motivation frameworks for intelligent systems
- (2011) Nick Hawes ARTIFICIAL INTELLIGENCE
- An exploratory study of the impact of antipatterns on class change- and fault-proneness
- (2011) Foutse Khomh et al. EMPIRICAL SOFTWARE ENGINEERING
- Building an expert system to assist system refactorization
- (2011) Santiago A. Vidal et al. EXPERT SYSTEMS WITH APPLICATIONS
- A Survey of Evolutionary Algorithms for Decision-Tree Induction
- (2011) Rodrigo Coelho Barros et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE
- Identification of extract method refactoring opportunities for the decomposition of methods
- (2011) Nikolaos Tsantalis et al. JOURNAL OF SYSTEMS AND SOFTWARE
- BDTEX: A GQM-based Bayesian approach for the detection of antipatterns
- (2010) Foutse Khomh et al. JOURNAL OF SYSTEMS AND SOFTWARE
- Inductive data mining based on genetic programming: Automatic generation of decision trees from data for process historical data analysis
- (2009) Chao Y. Ma et al. COMPUTERS & CHEMICAL ENGINEERING
- JEETuningExpert: A software assistant for improving Java Enterprise Edition application performance
- (2009) Marco Crasso et al. EXPERT SYSTEMS WITH APPLICATIONS
- Learning from Imbalanced Data
- (2009) Haibo He et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Identification of Move Method Refactoring Opportunities
- (2009) N. Tsantalis et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
- DECOR: A Method for the Specification and Detection of Code and Design Smells
- (2009) N. Moha et al. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationPublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More