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Ensembling artificial bee colony with analogy-based estimation to improve software development effort prediction
Analogy-Based Estimation (ABE) is one of the promising estimation models used for
predicting the software development effort. Researchers proposed different variants of the …
predicting the software development effort. Researchers proposed different variants of the …
[HTML][HTML] Differential evolution using homeostasis adaption based mutation operator and its application for software cost estimation
SP Singh, VP Singh, AK Mehta - Journal of King Saud University-Computer …, 2021 - Elsevier
Among meta-heuristic algorithms, differential evolution (DE) is one of the most powerful
nature-inspired algorithm used to solve the complex problems in various application areas …
nature-inspired algorithm used to solve the complex problems in various application areas …
CoBRA without experts: New paradigm for software development effort estimation using COCOMO metrics
Software development effort estimation (SDEE) is a critical activity in develo** software.
Accurate effort estimation in the early phases of software design life cycle has important …
Accurate effort estimation in the early phases of software design life cycle has important …
Software cost estimation model based on fuzzy C-means and improved self adaptive differential evolution algorithm
SK Gouda, AK Mehta - International Journal of Information Technology, 2022 - Springer
In the current scenario, one of the main challenges faced by many organizations is to
accurately predict effort and cost estimation during software project development. Inaccurate …
accurately predict effort and cost estimation during software project development. Inaccurate …
Gradient boosting optimized through differential evolution for predicting the testing effort of software projects
Software testing (ST) is one of the most important software development life cycle (SDLC)
phases and ST effort is often expressed as a percentage of SDLC effort. Unfortunately, in the …
phases and ST effort is often expressed as a percentage of SDLC effort. Unfortunately, in the …
Evaluating filter fuzzy analogy homogenous ensembles for software development effort estimation
Researchers have developed and evaluated many techniques to deliver accurate estimates
of the effort required to complete a new software program. Among these, analogy has …
of the effort required to complete a new software program. Among these, analogy has …
Ensembling teaching-learning-based optimization algorithm with analogy-based estimation to predict software development effort
P Manchala, M Bisi - 2022 13th International Conference on …, 2022 - ieeexplore.ieee.org
Accurate evaluation of software development effort estimation is a significant challenge for
project planning and management. The analogy-based estimation (ABE) model is an …
project planning and management. The analogy-based estimation (ABE) model is an …
Software cost estimation using homeostasis mutation based differential evolution
SP Singh, A Kumar - … on Intelligent Systems and Control (ISCO), 2017 - ieeexplore.ieee.org
The main concern in the field of software development is estimation of the cost of software at
its initial phase of development. The cost estimation usually depends upon the size of the …
its initial phase of development. The cost estimation usually depends upon the size of the …
Cost estimation model using enhance-based differential evolution algorithm
SP Singh - Iran Journal of Computer Science, 2020 - Springer
In the present scenario, the cost estimation is one of the challenging problems of software
engineering. The problem of cost estimation has increased in the maintenance phase of …
engineering. The problem of cost estimation has increased in the maintenance phase of …
An intelligent model to predict the development time and budget of software projects
A Khatibi Bardsiri - International Journal of Nonlinear Analysis …, 2020 - ijnaa.semnan.ac.ir
Today, software projects are a major part of information and business technology. Estimating
the cost and delivery time of a project is one of the most important aspects of its development …
the cost and delivery time of a project is one of the most important aspects of its development …