Soft computing and decision support system for software process improvement: A systematic literature review

H Xiaolong, Z Huiqi, Z Lunchao, S Nazir… - Scientific …, 2021 - Wiley Online Library
Software project development is very crucial, and measuring the exact cost and effort of
development is becoming tedious and challenging. Organizations are trying to wind up their …

Performance evaluation of software defect prediction with NASA dataset using machine learning techniques

T Siddiqui, M Mustaqeem - International Journal of Information …, 2023 - Springer
The software industry's growth and increasing complexity have made software maintenance
more challenging, with Software Defects (SD) being a significant contributor to quality …

S-DABT: Schedule and dependency-aware bug triage in open-source bug tracking systems

H Jahanshahi, M Cevik - Information and Software Technology, 2022 - Elsevier
Context: In software engineering practice, fixing bugs in a timely manner lowers various
potential costs in software maintenance. However, manual bug fixing scheduling can be …

Wayback Machine: A tool to capture the evolutionary behavior of the bug reports and their triage process in open-source software systems

H Jahanshahi, M Cevik, J Navas-Sú, A Başar… - Journal of Systems and …, 2022 - Elsevier
The issue tracking system (ITS) is a rich data source for data-driven decision-making.
Different characteristics of bugs, such as severity, priority, and time to fix, provide a clear …

[PDF][PDF] Availability analysis of the critical production system in SMEs using the Markov decision model

K Velmurugan, S Saravanasankar… - Mathematical Problems …, 2022 - iris.unicas.it
Small and medium-sized enterprises (SMEs) in today's world have numerous issues in
ensuring the availability and safety of critical machines and their components in the working …

ADPTriage: Approximate Dynamic Programming for Bug Triage

H Jahanshahi, M Cevik, K Mousavi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Bug triaging is a critical task in any software development project. It entails triagers going
over a list of open bugs, deciding whether each is required to be addressed, and, if so …

Industry 4.0: smart preventive maintenance with optimal planning and scheduling process of the SMEs

K Velmurugan, S Saravanasankar… - … Journal of Value …, 2023 - inderscienceonline.com
In the modern world, small and medium scale manufacturing industries face a lot of
challenges to achieve the reliability, availability, and safety as important performance …

A partially observable Markov-decision-process-based blackboard architecture for cognitive agents in partially observable environments

H Itoh, H Nakano, R Tokushima… - … on Cognitive and …, 2020 - ieeexplore.ieee.org
Partial observability, or the inability of an agent to fully observe the state of its environment,
exists in many real-world problem domains. However, most cognitive architectures do not …

基于环境状态分布优化的POMDP 值迭代求解算法.

朱荣鑫, 王撰, 刘峰, 赵志宏 - Application Research of …, 2022 - search.ebscohost.com
基于点的值迭代算法是一类解决POMDP 问题的有效算法, PBVI 是基于点集的经典算法,
但是其算法效率较为低下. FSVI 使用内在的MDP 最优策略来降低算法复杂度 …

Modeling the Workflow of Bug Prioritization Tasks Descriptively Using the Past Events

SA Raja, MSA Aziz, A Shah - International Journal on …, 2023 - journals.iium.edu.my
Prioritizing bugs is one of the critical decision-related tasks in managing the maintenance
phase whereas it is exposed as a key challenge in handling bug reports. On the other hand …