[PDF] Top 20 Automation of Software Cost Estimation using Neural Network Technique

Automation of Software Cost Estimation using Neural Network Technique

... Software cost estimation is one of the most challenging tasks in software ...parametric cost estimation models to establish software cost, however the challenges to ... See full document

7

Comparative Study of Various Neural Network Models for Software Quality Estimation

... and neural network where the fuzzy sets and rules are adjusted using neural networks tuning techniques in an iterative way with data vectors (input and output system ...like neural ... See full document

11

An artificial neural network approach for cost estimation of engineering services : enhancing cost estimation efficiency

... Elfaki et al. (2014) describe knowledge-based systems (KBS) as any technique that used logical rules for deducing the required conclusions. The goal of a KBS is to capture the knowledge of a human expert from a ... See full document

91

Title: A Neural Network Model for Estimation Having Reusable Components in Software Development

... Abstract— Software effort estimation is one of the most critical and complex task in software engineering, but it is an inevitable activity in the software development ...in software ... See full document

7

Artificial Neural Network Models For Software Effort Estimation

... in software effort ...extended using Genetic Algo- rithm, optimization can be applied to get the result for all ...for software effort estimation, we believe the inclusion of such expert ... See full document

5

A New High Performance Neural Network Model For Software Effort Estimation

... the network to adjust to the factors and not the error caused by the size ...The network should also be trained according to correct ...during estimation, CPLX (Product Complexity) is set as low but ... See full document

6

Artificial Neural Network Approach for Load Forecasting in Demand Side Management

... higher estimation of load can cause unnecessary startup of additional generation units or excessive energy ...low estimation results in insufficient spinning reserve, which is contrary to safe operation ... See full document

6

Neural Network based Software Effort Estimation: A Survey

... ----------------------------------------------------------------------ABSTRACT-------------------------------------------------------------- Software effort estimation is used to estimate how many resources ... See full document

6

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

... of software industry leads to need of new technologies. Software effort estimation is one of the areas that need more ...Exact estimation is always a challenging task. Effort Estimation ... See full document

7

Estimation of Software Development Effort Using Back Propagation Neural Network for COCOMO II Dataset

... dynamic neural network that will initially use COCOMO II ...effort estimation models with better guessing ...the software industry is to select the best approach to compute the effort ... See full document

9

Performance of Aspect Oriented Software Quality Modelling using Artificial Neural Network Technique

... exact estimation is the key focus of any prediction model. Software quality is one of the basic research issue for software ...Artificial Neural Network (ANN) based models are ... See full document

5

Neural Network Approaches for Software Development Time Estimation: A Review

... topic software development effort estimation (SDEE) [2] is ...of software development projects. So, Software projects development can be considered as the most uncertain and complex project ... See full document

9

The Automated Cost Estimation in Construction

... Automated cost estimation is also known as pre-designed cost estimates that are prepared before the starting of any construction project such as before the construction drawing preparation as well as ... See full document

5

A Collective Study of PCA and Neural Network based on COCOMO for Software Cost Estimation

... by using Artificial Neural ...for software cost estimation and comparing their ...of software cost estimation model which presents better accuracy than other ... See full document

6

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

... of neural networks that can manage very complex functions with data of any ...lower cost of data retention mechanisms facilitating the availability of huge amounts of data for computational ...different ... See full document

9

Framework for Developing a Software Cost Estimation Model for Software Modification Based on a Relational Matrix of Project Profile and Software Cost Using an Analogy Estimation Method

... a software cost estimation model by using an analogy method from the exits software that have been developed and stored in the software ...previous software project ... See full document

6

1. Reliability assessment by using neural network and fuzzy analysis for the software cost effective evolution exertion

... The Software schema, applies the fuzzy logic to increase the quality of product involving the human knowledge and ...the software engineering principles applied to improve the process of working with fuzzy ... See full document

6

Speech Enhancement Using Neural Network

... The main objective of this system is to enhance the speech signal to obtain a clean signal with higher quality. The signal-processing problem of noise reduction and speech enhancement has received considerable attention ... See full document

5

Review on Financial Forecasting Using Neural Network and Data Mining Technique

... Hopfield network is the most typical feedback network model, it is one of the models which are most commonly studied ...Hopfield network is the monolayer constituted by the same neuron, and is also a ... See full document

5

Analysis Of Software Maintenance Cost Affecting Factors And Estimation Models

... maintenance cost by taking their ...maintenance cost. They have concluded that longevity of software can be increased and reduce the maintenance cost by considering the major elements like ... See full document

6