Metaheuristic based Customer Churn Prediction in Telecom
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 8
Abstract
Churn prediction in telecom has turn into a most important requirement due to the increase in the number of telecom supplier. However owing to the immensity sparsity and unnecessary nature of the data, churn prediction in telecom has always been a difficult task. This paper present a metaheuristic base churn prediction technique that performs churn prediction on massive telecom data. Particle Swarm Optimization algorithm is used as the classifier. Experiments were conducted on the Orange dataset. It was experimental that PSO algorithm mechanism best on churn data providing in effect and more rapidly domino effect.
Authors and Affiliations
T. Sumathi
Performance of PAPR Reduction in MIMO-OFDM Based Wireless Communication System
The MIMO-OFDM techniques are now become very popular in wireless communication. One of the challenging issues for Orthogonal Frequency Division Multiplexing (OFDM) system is its high Peak-to-Average Power Ratio. The ant...
Face Recognition with SIFT Algorithm for Attendance Monitoring
The Face Recognition is an integral part of biometrics. In biometrics, basic traits of human are used to extract information and use that information and data for other application. The SIFT [1] algorithm takes a croppe...
Self-Destructing Messages Using Layered Encryption for Mobile Devices
Communication through SMS is very popular now-a-days and it is cheap, fast and simple. However, when confidential information is exchanged using SMS, it is very difficult to protect the information from SMS security thr...
slugSoftware Quality Assurance
When we see Software Quality Assurance then we understand that it is very essential to each software development process. It helps in reducing the number of incomplete deadlines and also the time spent on design an...
Efficient Automobile License Plate Recognition Technique in Traffic System
One of the most important aspects of applying computer techniques towards intelligent transportation systems is License plate detection and recognition .Nowadays this computer science techniques are widely used in drive...