Keyword: datamining

Found 518 papers in total
Discovering credit cardholders' behavior by multiple criteria linear programming
Discovering credit cardholders' behavior by multiple criteria linear programming
2005,
In credit card portfolio management, predicting the cardholder's spending behavior is...
Evaluating feature selection methods for learning in data mining applications
Evaluating feature selection methods for learning in data mining applications
2004,
Recent advances in computing technology in terms of speed, cost, as well as access to...
Mining classification rules using rough sets and neural networks
Mining classification rules using rough sets and neural networks
2004,
Classification is an important theme in data mining. Rough sets and neural networks...
Rules for comparing predictive data mining algorithms by error rate
Rules for comparing predictive data mining algorithms by error rate
2004,
In knowledge discovery from databases and warehouses, there is an ongoing number of...
Graph-based structures for the market baskets analysis
Graph-based structures for the market baskets analysis
2004,
The market basket is defined as an itemset bought together by a customer on a single...
A real-time data mining for stream data sets
A real-time data mining for stream data sets
2004,
A stream data is a data set that is accumulated to the data storage from a data source...
Applications of data mining techniques to operations planning for real time order confirmation
Applications of data mining techniques to operations planning for real time order confirmation
2004,
In the rapidly propagating Internet based electronic transaction environment, the...
Management of R&D projects using the data mining strategy
Management of R&D projects using the data mining strategy
2004,
In a global environment, with intense competition between companies, the innovation...
Integrating analytic hierarchy process and data mining for product recommendation based on customer lifetime value
Integrating analytic hierarchy process and data mining for product recommendation based on customer lifetime value
2005,
Product recommendation is a business activity that is critical in attracting...
Data mining of the Australian adverse drug reactions database: a comparison of Bayesian and other statistical indicators
Data mining of the Australian adverse drug reactions database: a comparison of Bayesian and other statistical indicators
2004,
The Australian adverse drug reactions database is derived from 140,000 reports over 30...
Adequacy of training data for evolutionary mining of trading rules
Adequacy of training data for evolutionary mining of trading rules
2004,
A crucial issue related to data mining on time-series is that of training period...
On neuro-wavelet modeling
On neuro-wavelet modeling
2004,
We survey a number of applications of the wavelet transform in time series prediction....
Distribution forecasting of high frequency time series
Distribution forecasting of high frequency time series
2004,
The availability of high frequency data sets in finance has allowed the use of very...
Data mining of Bayesian networks using cooperative coevolution
Data mining of Bayesian networks using cooperative coevolution
2004,
This paper describes a novel data mining algorithm that employs cooperative...
Arbitrage pricing theory-based Gaussian temporal factor analysis for adaptive portfolio management
Arbitrage pricing theory-based Gaussian temporal factor analysis for adaptive portfolio management
2004,
Ever since the inception of Markowitz's modern portfolio theory, static portfolio...
A computational implementation of stock charting: abrupt volume increase as signal for movement in New York Stock Exchange Composite Index
A computational implementation of stock charting: abrupt volume increase as signal for movement in New York Stock Exchange Composite Index
2004,
In this case study in knowledge engineering, data mining, and behavioral finance, we...
Multiperiod forecasting in stock markets: a paradox solved
Multiperiod forecasting in stock markets: a paradox solved
2004,
One of the most striking results on asset pricing in the last 20 years is the better...
Credit rating analysis with support vector machine and neural networks: a market comparative study
Credit rating analysis with support vector machine and neural networks: a market comparative study
2004,
Corporate credit rating analysis has attracted lots of research interests in the...
Neural network techniques for financial performance prediction: integrating fundamental and technical analysis
Neural network techniques for financial performance prediction: integrating fundamental and technical analysis
2004,
This research project investigates the ability of neural networks, specifically, the...
Improving search results with data mining in a thematic search engine
Improving search results with data mining in a thematic search engine
2004,
The problem of obtaining relevant results in web searching has been tackled with...
Applying rough sets to market timing decisions
Applying rough sets to market timing decisions
2004,
A lot of research has been done to predict economic development. The problem studied...
An intelligent system for customer targeting: a data mining approach
An intelligent system for customer targeting: a data mining approach
2004,
We propose a data mining approach for market managers that uses artificial neural...
A robust boosting method for mislabeled data
A robust boosting method for mislabeled data
2004,
We propose a new, robust boosting method by using a sigmoidal function as a loss...
Evaluation of decision trees: a multi-criteria approach
Evaluation of decision trees: a multi-criteria approach
2004,
Data mining (DM) techniques are being increasingly used in many modern organizations...
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