Scientific programming using optimized machine learning techniques for software fault prediction to improve software quality

Support vector machine for classification and regression of coastal sediment transport

(2021) Mahdi Shafaghat et al.   Arabian Journal of Geosciences

Handling Class-Imbalance with KNN (Neighbourhood) Under-Sampling for Software Defect Prediction

(2021) Somya Goyal   ARTIFICIAL INTELLIGENCE REVIEW

Techniques for Calculating Software Product Metrics Threshold Values: A Systematic Mapping Study

(2021) Alok Mishra et al.   Applied Sciences-Basel

An empirical comparison of predictive models for web page performance

(2020) Raghu Ramakrishnan et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Empirical Study of Software Defect Prediction: A Systematic Mapping

(2019) Le Son et al.   Symmetry-Basel

A novel approach for software defect prediction through hybridizing gradual relational association rules with artificial neural networks

(2018) Diana-Lucia Miholca et al.   INFORMATION SCIENCES

Effective fault prediction model developed using Least Square Support Vector Machine (LSSVM)

(2018) Lov Kumar et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Early software defect prediction: A systematic map and review

(2018) Rana Özakıncı et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Software reliability prediction using a deep learning model based on the RNN encoder–decoder

(2018) Jinyong Wang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Semi-Supervised Deep Fuzzy C-Mean Clustering for Software Fault Prediction

(2018) Ali Arshad et al.   IEEE Access

Iterative software fault prediction with a hybrid approach

(2016) Ezgi Erturk et al.   APPLIED SOFT COMPUTING

A decision tree logic based recommendation system to select software fault prediction techniques

(2016) Santosh S. Rathore et al.   COMPUTING

Software defect prediction using cost-sensitive neural network

(2015) Ömer Faruk Arar et al.   APPLIED SOFT COMPUTING

A fuzzy logic based approach for phase-wise software defects prediction using software metrics

(2015) Harikesh Bahadur Yadav et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Comprehensible software fault and effort prediction: A data mining approach

(2015) Julie Moeyersoms et al.   JOURNAL OF SYSTEMS AND SOFTWARE

An empirical study based on semi-supervised hybrid self-organizing map for software fault prediction

(2015) Golnoush Abaei et al.   KNOWLEDGE-BASED SYSTEMS

Software defect prediction using Bayesian networks

(2012) Ahmet Okutan et al.   EMPIRICAL SOFTWARE ENGINEERING

Toward Comprehensible Software Fault Prediction Models Using Bayesian Network Classifiers

(2012) Karel Dejaeger et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Software Fault Prediction Using Quad Tree-Based K-Means Clustering Algorithm

(2011) Partha S. Bishnu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Software fault prediction: A literature review and current trends

(2010) Cagatay Catal   EXPERT SYSTEMS WITH APPLICATIONS

Applying machine learning to software fault-proneness prediction

(2007) Iker Gondra   JOURNAL OF SYSTEMS AND SOFTWARE