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Nan-Xiang Qiu

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Open access Sep 2026

A Semi-Parametric Self-Exciting Software Reliability Model with Time-Varying Base Intensity and Shallow Neural Kernel

Software reliability modeling is essential for assessing fault-detection behavior and predicting future software failures during the testing phase. Traditional nonhomogeneous Poisson process (NHPP)-based software reliability models (SRMs) are mathematically tractable, but they do not explicitly capture history-dependen...

Nan-Xiang Qiu, Tadashi Dohi, Jing-Chi Wu et al. · 0 citations
Open access Sep 2026

Infinite-Failure software reliability models based on non-homogeneous markov processes

A new non-homogeneous Markov process (NHMP)-based framework for software reliability modeling under imperfect debugging is developed and evaluated, showing that the proposed framework often improves goodness-of-fit, while its predictive advantage is more limited.

Nan-Xiang Qiu, Si-Qiao Li, Tadashi Dohi et al. · 0 citations

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