Software reuse analytics using integrated random forest and gradient boosting machine learning algorithm

AK Sandhu, RS Batth - Software: Practice and Experience, 2021 - Wiley Online Library
Abstract The term Cleaner Production (CP) for Production Companies is contemplated as
influential to get sustainable production. CP mainly deals with three R's that is, reuse …

Coupling and cohesion metrics for object-oriented software: A systematic mapping study

S Tiwari, SS Rathore - Proceedings of the 11th Innovations in Software …, 2018 - dl.acm.org
Coupling and Cohesion are two fundamental concepts that can be applied to design better
modular object-oriented software. This study aims at reviewing existing research on …

Software reusability metrics estimation: algorithms, models and optimization techniques

N Padhy, RP Singh, SC Satapathy - Computers & Electrical Engineering, 2018 - Elsevier
Objective In this paper, the proposed model is intended to employ a novel evolutionary
computing-based artificial intelligence or machine learning scheme for regression tests to be …

Cost-effective and fault-resilient reusability prediction model by using adaptive genetic algorithm based neural network for web-of-service applications

N Padhy, RP Singh, SC Satapathy - Cluster Computing, 2019 - Springer
The exponential rise in software technologies and its significances has demanded
academia-industries to ensure low cost software solution with assured service quality and …

Assessment of natural ventilation potential for residential buildings across different climate zones in Australia

Z Tan, X Deng - Atmosphere, 2017 - mdpi.com
In this study, the natural ventilation potential of residential buildings was numerically
investigated based on a typical single-story house in the three most populous climate zones …

Enhanced evolutionary computing based artificial intelligence model for web-solutions software reusability estimation

N Padhy, RP Singh, SC Satapathy - Cluster Computing, 2019 - Springer
Ensuring the aging resilient software design can be of paramount significance to enable
faultless software system. Particularly assessing reusability extent of the software …

An optimised window control strategy for naturally ventilated residential buildings in warm climates

Z Tan, X Deng - Sustainable Cities and Society, 2020 - Elsevier
The adopted window control strategy within an indoor environment affects ventilation
performance and occupant comfort. A natural ventilation strategy with optimised window …

[PDF][PDF] Reusability metrics of software components: survey

M Mijač, Z Stapić - 26th Central European Conference on Information and …, 2015 - bib.irb.hr
Reusing software assets has many advantages and has been essential feature of all
software development approaches. Component based software development has been …

[PDF][PDF] A machine learning based efficient software reusability prediction model for java based object oriented software

S Maggo, C Gupta - International Journal of Information Technology …, 2014 - mecs-press.net
Software reuse refers to the development of new software systems with the likelihood of
completely or partially using existing components or resources with or without modification …

Application of data mining techniques for software reuse process

BVA Prakash, DV Ashoka, VNM Aradhya - Procedia Technology, 2012 - Elsevier
Nowadays' most of the software products are developed by using existing versions or
features in order to reduce the delivery time of software product, to improve the productivity …