PLAANN as a Classification Tool for Customer Intelligence in Banking
نویسنده
چکیده
The paper is a report describing using PLAANN as a classification tool for customer intelligence in banking. PLAANN is a software tool consisting of several ANN based classifiers, which are trained using the population learning algorithm (PLA). The paper reviews briefly PLA, explains its application to training ANN, describes functions and operation modes of PLAANN and, finally, reports on experiments with the set of patterns provided under the EUNITE World Competition.
منابع مشابه
Introduction of a Framework for Customer Orientation Using Ambulant E-Banking Services Marketing (Case Study: Mellat Bank in Isfahan)
E-banking (electronic banking) is the modified business banking toward E-business (electronic business) banking that actually uses the electronic communication channels such as internet, phones, cell phones and the like. By using this method, the demands of customers such as time independent and high flexible actions are satisfied. In this process, marketing is so important because guiding cust...
متن کاملIntroduction of a Framework for Customer Orientation Using Ambulant E-Banking Services Marketing (Case Study: Mellat Bank in Isfahan)
E-banking (electronic banking) is the modified business banking toward E-business (electronic business) banking that actually uses the electronic communication channels such as internet, phones, cell phones and the like. By using this method, the demands of customers such as time independent and high flexible actions are satisfied. In this process, marketing is so important because guiding cust...
متن کاملFDiBC: A Novel Fraud Detection Method in Bank Club based on Sliding Time and Scores Window
One of the recent strategies for increasing the customer’s loyalty in banking industry is the use of customers’ club system. In this system, customers receive scores on the basis of financial and club activities they are performing, and due to the achieved points, they get credits from the bank. In addition, by the advent of new technologies, fraud is growing in banking domain as well. Therefor...
متن کاملIdentification of Fraud in Banking Data and Financial Institutions Using Classification Algorithms
In recent years, due to the expansion of financial institutions,as well as the popularity of the World Wide Weband e-commerce, a significant increase in the volume offinancial transactions observed. In addition to the increasein turnover, a huge increase in the number of fraud by user’sabnormality is resulting in billions of dollars in lossesover the world. T...
متن کاملIdentification of Fraud in Banking Data and Financial Institutions Using Classification Algorithms
In recent years, due to the expansion of financial institutions,as well as the popularity of the World Wide Weband e-commerce, a significant increase in the volume offinancial transactions observed. In addition to the increasein turnover, a huge increase in the number of fraud by user’sabnormality is resulting in billions of dollars in lossesover the world. T...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2002