Intelligent database design using the unifying semantic model
Information and Management
Transformation radial basis neural network for relevant feature selection
Pattern Recognition Letters
Automated Cellular Modeling and Prediction on a Large Scale
Artificial Intelligence Review - Issues on the application of data mining
Customer Retention via Data Mining
Artificial Intelligence Review - Issues on the application of data mining
Using the entity-relationship model to teach the relational model
ACM SIGCSE Bulletin
Measuring Customer Satisfaction Using a Collective PreferenceDisaggregation Model
Journal of Global Optimization
Continuous-time hidden Markov models for network performance evaluation
Performance Evaluation
Computers and Industrial Engineering
Recognizing image "style" and activities in video using local features and naive Bayes
Pattern Recognition Letters
Predicting Customer Behavior in Telecommunications
IEEE Intelligent Systems
A neural network model with bounded-weights for pattern classification
Computers and Operations Research
Evaluation of decision trees: a multi-criteria approach
Computers and Operations Research
Guest editorial: soft computing data mining
Information Sciences: an International Journal - Special issue: Soft computing data mining
Integrating AHP and data mining for product recommendation based on customer lifetime value
Information and Management
Journal of Systems and Software
Computational Statistics & Data Analysis
Segmentation of stock trading customers according to potential value
Expert Systems with Applications: An International Journal
An effective refinement strategy for KNN text classifier
Expert Systems with Applications: An International Journal
A novel evolutionary data mining algorithm with applications to churn prediction
IEEE Transactions on Evolutionary Computation
Simple database marketing tools in customer analysis and retention
International Journal of Information Management: The Journal for Information Professionals
IEEE Transactions on Neural Networks
Knowledge discovery on customer churn prediction
MATH'06 Proceedings of the 10th WSEAS International Conference on APPLIED MATHEMATICS
Predicting credit card customer churn in banks using data mining
International Journal of Data Analysis Techniques and Strategies
Privacy preserving churn prediction
Proceedings of the 2009 ACM symposium on Applied Computing
Finding the Hidden Pattern of Credit Card Holder's Churn: A Case of China
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
CRBT customer churn prediction: can data mining techniques work?
International Journal of Networking and Virtual Organisations
Apply robust segmentation to the service industry using kernel induced fuzzy clustering techniques
Expert Systems with Applications: An International Journal
GSM churn management by using fuzzy c-means clustering and adaptive neuro fuzzy inference system
Expert Systems with Applications: An International Journal
Optimal sequence of free traffic offers in mixed fee-consumption pricing packages
Decision Support Systems
The Effects and Interactions of Data Quality and Problem Complexity on Classification
Journal of Data and Information Quality (JDIQ)
Social-network influence on telecommunication customer attrition
KES-AMSTA'11 Proceedings of the 5th KES international conference on Agent and multi-agent systems: technologies and applications
From information to operations: Service quality and customer retention
ACM Transactions on Management Information Systems (TMIS)
A service oriented approach to Business Intelligence in Telecoms industry
Telematics and Informatics
Recency-based storage assignment and warehouse configuration for recurrent demands
Computers and Industrial Engineering
Nearest-neighbor-based approach to time-series classification
Decision Support Systems
Expert Systems with Applications: An International Journal
Credit card churn forecasting by logistic regression and decision tree
Expert Systems with Applications: An International Journal
Agent based modelling and simulation: toward a new model of customer retention in the mobile market
Proceedings of the 2011 Summer Computer Simulation Conference
Review: Supervised classification and mathematical optimization
Computers and Operations Research
Computers and Electrical Engineering
Churn management optimization with controllable marketing variables and associated management costs
Expert Systems with Applications: An International Journal
Churn Prediction in a Real Online Social Network Using Local CommunIty Analysis
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Customer attrition in retailing: An application of Multivariate Adaptive Regression Splines
Expert Systems with Applications: An International Journal
International Journal of Interdisciplinary Telecommunications and Networking
Hi-index | 0.02 |
A business incurs much higher charges when attempting to win new customers than to retain existing ones. As a result, much research has been invested into new ways of identifying those customers who have a high risk of churning. However, customer retention efforts have also been costing organisations large amounts of resource. In response to these issues, the next generation of churn management should focus on accuracy. A variety of churn management techniques have been developed as a response to the above requirements. The focus of this paper is to review some of the most popular technologies that have been identified in the literature for the development of a customer churn management platform. The advantages and disadvantages of the identified technologies are discussed, and a discussion on the future research directions is offered.