P.Latha

Work place: Government college of Engineering, Tirunelveli, India

E-mail: latha.muthuraj@yahoo.com

Website:

Research Interests: Image Compression, Image Manipulation, Image Processing

Biography

Dr. P. Latha: Associate Professor in Government college of Engineering, Tirunelveli. She has received her master’s degree in computer science and Engineering from Bharathiar University. She graduated from Madurai Kamaraj University in Electrical and Electronics Engineering. She has published her research work in 4 International Journals, 6 National level conferences and more than 40 national level conferences. Her field of specialization is image processing.

Author Articles
Performance Analysis of Software Effort Estimation Models Using Neural Networks

By E.Praynlin P.Latha

DOI: https://doi.org/10.5815/ijitcs.2013.09.11, Pub. Date: 8 Aug. 2013

Software Effort estimation involves the estimation of effort required to develop software. Cost overrun, schedule overrun occur in the software development due to the wrong estimate made during the initial stage of software development. Proper estimation is very essential for successful completion of software development. Lot of estimation techniques available to estimate the effort in which neural network based estimation technique play a prominent role. Back propagation Network is the most widely used architecture. ELMAN neural network a recurrent type network can be used on par with Back propagation Network. For a good predictor system the difference between estimated effort and actual effort should be as low as possible. Data from historic project of NASA is used for training and testing. The experimental Results confirm that Back propagation algorithm is efficient than Elman neural network.

[...] Read more.
Other Articles