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Software Effort Estimation

Experience: Quality benchmarking of datasets used
in software effort estimation

Experience: Quality benchmarking of datasets used in software effort estimation

... for software effort estimation, the classification algorithm identifies a record as noisy where the predicted dependent value of the classifier is different from the actual ...

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A Literature Survey on the Accuracy of Software Effort Estimation Models

A Literature Survey on the Accuracy of Software Effort Estimation Models

... Accurate software effort estimation is crucial for the software development ...underestimated effort is ...accurate estimation models or ...on software effort ...

6

Software Effort Estimation and Risk Analysis using Artificial Intelligence Technique

Software Effort Estimation and Risk Analysis using Artificial Intelligence Technique

... different effort estimation methods and found an optimal neural network topology with best estimation method for software effort ...the software development ...

5

Optimizing Software Effort Estimation Models Using Firefly Algorithm

Optimizing Software Effort Estimation Models Using Firefly Algorithm

... development effort estimation is considered a fundamental task for software develop- ment life cycle as well as for managing project cost, time and ...years, software ef- fort ...

10

Software Effort Estimation using Fuzzy Logic Membership Functions

Software Effort Estimation using Fuzzy Logic Membership Functions

... compared software development effort using Fuzzy Triangular Membership Function and GBell Membership Function with ...in software cost ...the effort estimation accuracy using COCOMO II ...

5

Applying Fuzzy-AHP for software effort estimation in data scarcity

Applying Fuzzy-AHP for software effort estimation in data scarcity

... Software effort estimation is, as its name suggests, the task of estimating the amount of effort required to develop new ...estimated effort of particular software project early ...

6

A New High Performance Neural Network Model For Software Effort Estimation

A New High Performance Neural Network Model For Software Effort Estimation

... estimating software effort is feed forward multilayer perceptron with back propagation learning algorithm and sigmoidal activation ...cost estimation model based on ...in estimation is ...

6

Impact of Modification Made in Re UCP on Software Effort Estimation

Impact of Modification Made in Re UCP on Software Effort Estimation

... mated effort is an under-estimate or over-estimate in comparison to the actual ...estimated effort like person-hours, person-months or man-hours ...a software effort estimation ...

14

Artificial Neural Network Models For Software Effort Estimation

Artificial Neural Network Models For Software Effort Estimation

... in estimation performance can cause more frequent and larger project cost overruns during software ...proper estimation technique can have a significant im- pact on the ...for software ...

5

Optimizing SVR using Local Best PSO for Software Effort Estimation

Optimizing SVR using Local Best PSO for Software Effort Estimation

... [9] P. Braga, A. Oliveira, and S. Meira, “A GA-based Feature Selection and Parameters Optimization for Support Vector Regression Applied to Software Effort Estimation,” in Proceedings of the 2008 ACM ...

10

A Bayesian Network Model of the Particle Swarm Optimization for Software Effort Estimation

A Bayesian Network Model of the Particle Swarm Optimization for Software Effort Estimation

... any software development organizations is to finish the project within acceptable or customary schedule and ...called effort. From quality point of view estimating effort is one of the major ...

7

Evaluating Deep Learning Paradigms With TensorFlow And Keras For Software Effort Estimation

Evaluating Deep Learning Paradigms With TensorFlow And Keras For Software Effort Estimation

... open-source software library to define, train and deploy learning models, including Machine Learning and Deep ...improve software estimation using the most recent deep learning ...a software ...

9

A Tool for Software Effort Estimation

A Tool for Software Effort Estimation

... in software cost and effort estimation is tedious task in software ...of software and effort applied to develop it. However, software project estimation can be ...

5

Investigating the Significance of Bellwether Effect to Improve Software Effort Estimation

Investigating the Significance of Bellwether Effect to Improve Software Effort Estimation

... 14:00 ‒ 15:40 • Session II-C: Testing of Cyber-Physical Systems in the Cloud (Workshop) Chair: Yiming Deng. Room: #113[r] ...

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Extending the UCP Model by Incorporating the Prevailing Trends in Software Effort Estimation

Extending the UCP Model by Incorporating the Prevailing Trends in Software Effort Estimation

... The above notion is supported from the survey results - 76% of the respondents agreed that the project classification by COCOMO also matters for projects developed using Object Oriented languages [10]; and because UCP ...

7

Software Effort Estimation: A Fuzzy Logic Approach

Software Effort Estimation: A Fuzzy Logic Approach

... Software engineers try to estimate effort & cost with an accuracy in the software ...the software engineering community is to develop useful models that can explain precisely predict the ...

5

Comparative Analysis of Software Effort Estimation Techniques

Comparative Analysis of Software Effort Estimation Techniques

... Modeling, Software Risk Management, Software Reliability, Software testing & Software Engineering processes, Temporal Databases, Ad hoc Networks, Grid Computing, and ...

8

Implementing Decision Tree for Software Development Effort Estimation of Software Project

Implementing Decision Tree for Software Development Effort Estimation of Software Project

... ABSTRACT: Effort estimation is one of the biggest problems faced by software ...In software planning estimation of the effort is one of the most critical ...good effort ...

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Comprehensive Analysis of Effort Estimation in Software Development

Comprehensive Analysis of Effort Estimation in Software Development

... Accurate effort estimation of software is the state of the art ...of software project effort, cost and time are fundamental of any software advance ...the software ...

7

Software Development Effort Estimation Techniques: A Review

Software Development Effort Estimation Techniques: A Review

... in software project management process is the estimation of Software development ...cost estimation models such as Boehm’s COCOMO, Albrecht's Function Point Analysis, Putnam’s SLIM, ESTIMACS, ...

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