Survey of software development effort estimation techniques
Software development effort estimation is one of the most crucial activities in software
engineering. Effort estimation permits managers and software engineers to anticipate …
engineering. Effort estimation permits managers and software engineers to anticipate …
Preliminary performance study of a brief review on machine learning techniques for analogy based software effort estimation
KH Kumar, K Srinivas - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Analogy-based effort estimation is the major task of software engineering which estimates
the effort required for new software projects using existing histories for corresponding …
the effort required for new software projects using existing histories for corresponding …
Software effort estimation modeling and fully connected artificial neural network optimization using soft computing techniques
In software engineering, the planning and budgeting stages of a software project are of great
importance to all stakeholders, including project managers as well as clients. The estimated …
importance to all stakeholders, including project managers as well as clients. The estimated …
A framework of environmental, personal, and behavioral factors of adult learning in online communities of practice
Adult learning is a complex phenomenon that takes place over an adult's lifetime and is not
limited to a particular age. It includes a set of activities to enhance life through improving …
limited to a particular age. It includes a set of activities to enhance life through improving …
Comparative analysis of Machine learning and Deep learning algorithms for Software Effort Estimation
Artificial Intelligence is a superset of Machine Learning and Deep learning, used to build
intelligent systems that can solve problems. Software Effort Estimation is used to predict the …
intelligent systems that can solve problems. Software Effort Estimation is used to predict the …
Software effort estimation using ensemble of hybrid search-based algorithms based on metaheuristic algorithms
Software effort estimation is an essential task for software organizations to allocate
resources efficiently during the development of software and to negotiate with customers …
resources efficiently during the development of software and to negotiate with customers …
Experience: Quality benchmarking of datasets used in software effort estimation
MF Bosu, SG Macdonell - Journal of Data and Information Quality (JDIQ), 2019 - dl.acm.org
Data is a cornerstone of empirical software engineering (ESE) research and practice. Data
underpin numerous process and project management activities, including the estimation of …
underpin numerous process and project management activities, including the estimation of …
Playing planning poker in crowds: human computation of software effort estimates
M Alhamed, T Storer - 2021 IEEE/ACM 43rd International …, 2021 - ieeexplore.ieee.org
Reliable cost effective effort estimation remains a considerable challenge for software
projects. Recent work has demonstrated that the popular Planning Poker practice can …
projects. Recent work has demonstrated that the popular Planning Poker practice can …
Evaluating ensemble imputation in software effort estimation
Choosing the appropriate missing data (MD) imputation technique for a given software
development effort estimation (SDEE) technique is not a trivial task. In fact, the impact of MD …
development effort estimation (SDEE) technique is not a trivial task. In fact, the impact of MD …
An accurate analogy based software effort estimation using hybrid optimization and machine learning techniques
KH Kumar, K Srinivas - Multimedia Tools and Applications, 2023 - Springer
Software engineering's primary task is analogy-centric effort estimation. In this, by utilizing
the existent histories, the effort needed for new software projects was estimated for the …
the existent histories, the effort needed for new software projects was estimated for the …