Keyword: datamining

Found 518 papers in total
A dynamic programming based pruning method for decision trees
A dynamic programming based pruning method for decision trees
2001,
This paper concerns a decision-tree pruning method, a key issue in the development of...
Record matching in data warehouses: A decision model for data consolidation
Record matching in data warehouses: A decision model for data consolidation
2003,
The notion of a data warehouse for integrating operational data into a single...
Quantitative forecasting and assessment models in the state education system
Quantitative forecasting and assessment models in the state education system
2002,
This paper presents model-based forecasting of the Lithuanian education system in the...
Coronary risk prediction by logical analysis of data
Coronary risk prediction by logical analysis of data
2003,
The objective of this study was to distinguish within a population of patients with...
Application of data mining technique for diagnosis of posterior uveal melanoma
Application of data mining technique for diagnosis of posterior uveal melanoma
2002,
Application of knowledge discovery in databases (data mining) for medical decision...
Data mining for network intrusion detection: A comparison of alternative methods
Data mining for network intrusion detection: A comparison of alternative methods
2001,
Intrusion detection systems help network administrators prepare for and deal with...
Prospecting for gems in credit card data
Prospecting for gems in credit card data
2001,
After a brief high-level discussion of the nature of data mining, this paper describes...
A mathematical programming approach to optimise insurance premium pricing within a data mining framework
A mathematical programming approach to optimise insurance premium pricing within a data mining framework
2002,
In this paper we provide evidence of the benefits of an approach which combines data...
Customer's time-variant purchase behavior and corresponding marketing strategies: An online retailer's case
Customer's time-variant purchase behavior and corresponding marketing strategies: An online retailer's case
2002,
The traditional customer relationship management (CRM) studies are mainly focused on...
An intelligent middleware for linear correlation discovery
An intelligent middleware for linear correlation discovery
2002,
Although it is widely accepted that research from data mining, knowledge discovery,...
Knowledge discovery techniques for predicting country investment risk
Knowledge discovery techniques for predicting country investment risk
2002,
This paper presents the insights gained from applying knowledge discovery in databases...
Two phase hierarchical clustering algorithm for group formation in data mining
Two phase hierarchical clustering algorithm for group formation in data mining
2002,
Data clustering is often one of the first steps in data mining analysis. It identifies...
Data mining with sparse grids
Data mining with sparse grids
2001,
We present a new approach to the classification problem arising in data mining. It is...
Appropriating value from computerized reservation system ownership in the airline industry
Appropriating value from computerized reservation system ownership in the airline industry
2001,
It is difficult for the firm competing through information technology resources to...
Partitioning algorithms and combined model integration for data mining
Partitioning algorithms and combined model integration for data mining
2001,
In this paper a data-driven procedure is introduced enabling to extract information...
Bump hunting for risk: A new data mining tool and its applications
Bump hunting for risk: A new data mining tool and its applications
2001,
Bump Hunting is a new data mining technique. In this paper we explore its potential...
Statistical pruning of discovered association rules
Statistical pruning of discovered association rules
2001,
Nowadays mining association rules in a database is a quite simple task; many...
Data visualization through graph drawing
Data visualization through graph drawing
2001,
In this paper the problem of visualizing categorical multivariate data sets is...
Reducts within the variable precision rough sets model: A further investigation
Reducts within the variable precision rough sets model: A further investigation
2001,
One fundamental aspect of the variable precision rough sets (VPRS) model involves a...
Introduction to Neural Networks and Data Mining: For Business Applications
Introduction to Neural Networks and Data Mining: For Business Applications
2000,
Mining for classes and patterns in behavioural data
Mining for classes and patterns in behavioural data
2001,
In this paper we compare and contrast the new data mining activity of pattern search...
Data-mining in business performance database using explanation-based genetic algorithms
Data-mining in business performance database using explanation-based genetic algorithms
2001,
In recent environment of dynamic management, there is growing recognition that...
A genetic algorithm methodology for data mining and intelligent knowledge acquisition
A genetic algorithm methodology for data mining and intelligent knowledge acquisition
2001,
Data mining is a process that uses available technology to bridge the gap between data...
Using data mining to find patterns in genetic algorithm solutions to a job shop schedule
Using data mining to find patterns in genetic algorithm solutions to a job shop schedule
2000,
This paper presents a novel use of data mining algorithms for the extraction of...
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