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Software defect prediction using doubly stochastic Poisson processes driven by stochastic belief networks

  • Published:2016-12 Issue: Volume:122 Page:72-82
  • ISSN:0164-1212
  • Container-title:Journal of Systems and Software
  • language:en
  • Short-container-title:Journal of Systems and Software

Author:

Andreou Andreas S.,Chatzis Sotirios P.ORCID

Publisher

Elsevier BV

Subject

Hardware and Architecture,Information Systems,Software

Reference39 articles.

1. Particle filtered MCMC-MLE with connections to contrastive divergence;Asuncion,2010

2. Gaussian fields for approximate inference in layered sigmoid belief networks;Barber,1999

3. Monte Carlo Maximum Likelihood for Exponential Random Graph Models: From Snowballs to Umbrella Densities;Bartz,2008

4. A comprehensive evaluation of capture-recapture models for estimating software defect content;Briand;IEEE Trans. Software Eng.,2000

5. A metrics suite for object oriented design;Chidamber;IEEE Trans. Softw. Eng.,1994

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1. Software defect prediction model based on improved twin support vector machines;Soft Computing;2023-04-01

2. Machine/Deep Learning for Software Engineering: A Systematic Literature Review;IEEE Transactions on Software Engineering;2023-03-01

3. An improved software defect prediction model based on grey incidence analysis and Naive Bayes algorithm;Journal of Intelligent & Fuzzy Systems;2022-09-22

4. BugCat: A Novel Approach to Bug Number Categorization with Multi-modal Time Series Learning;Communications in Computer and Information Science;2022

5. Firefly-Based Maintainability Prediction for Enhancing Quality of Software;International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems;2021-12
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