Keyword: datamining

Found 518 papers in total
An analytic approach to better understanding and management of coronary surgeries
An analytic approach to better understanding and management of coronary surgeries
2012,
Demand for high‐quality, affordable healthcare services increasing with the...
A two‐stage decision model for information filtering
A two‐stage decision model for information filtering
2012,
Information mismatch and overload are two fundamental issues influencing the...
Novel linear programming approach for building a piecewise nonlinear binary classifier with a priori accuracy
Novel linear programming approach for building a piecewise nonlinear binary classifier with a priori accuracy
2012,
This paper describes a novel approach to build a piecewise (non)linear surface that...
Nearest‐neighbor‐based approach to time‐series classification
Nearest‐neighbor‐based approach to time‐series classification
2012,
Many interesting applications involve predictions based on a time‐series...
Mining association rules from time series to explain failures in a hot‐dip galvanizing steel line
Mining association rules from time series to explain failures in a hot‐dip galvanizing steel line
2012,
This paper presents an experience based on the use of association rules from multiple...
A two‐phase case‐based distance approach for multiple‐group classification problems
A two‐phase case‐based distance approach for multiple‐group classification problems
2012,
Classification is a procedure to separate data or alternatives into two or more...
Holistic methodology using computer simulation for optimisation of machine tools
Holistic methodology using computer simulation for optimisation of machine tools
2012,
A combination of optimisation algorithms is used to achieve a fast and accurate way of...
Coverage Properties of Confidence Intervals for Generalized Additive Model Components
Coverage Properties of Confidence Intervals for Generalized Additive Model Components
2012,
We study the coverage properties of Bayesian confidence intervals for the smooth...
Exploring traffic flow databases using space‐time plots and data cubes
Exploring traffic flow databases using space‐time plots and data cubes
2012,
Local departments of transportation and metropolitan planning organizations have been...
Dynamic search engine competition with a knowledge‐sharing service
Dynamic search engine competition with a knowledge‐sharing service
2012,
This research investigates how an inferior search engine can impact its competition...
Comparative analysis of data mining methods for bankruptcy prediction
Comparative analysis of data mining methods for bankruptcy prediction
2012,
A great deal of research has been devoted to prediction of bankruptcy, to include...
A personalized route recommendation service for theme parks using RFID information and tourist behavior
A personalized route recommendation service for theme parks using RFID information and tourist behavior
2012,
Like any other industry, theme parks are now facing severe challenges from other...
Multistage classification by using logistic regression and neural networks for assessment of financial condition of company
Multistage classification by using logistic regression and neural networks for assessment of financial condition of company
2012,
The paper presents the new approach to the automatic assessment of the financial...
Using Ensemble Random Forests for the extraction and exploitation of knowledge on gas turbine blading faults identification
Using Ensemble Random Forests for the extraction and exploitation of knowledge on gas turbine blading faults identification
2012,
The extraction and exploitation of existing knowledge assets for supporting decision...
A Randomized Linear‐Work EREW PRAM Algorithm to Find a Minimum Spanning Forest
A Randomized Linear‐Work EREW PRAM Algorithm to Find a Minimum Spanning Forest
2003,
We present a randomized EREW PRAM algorithm to find a minimum spanning forest in a...
To model, or not to model: Forecasting for customer prioritization
To model, or not to model: Forecasting for customer prioritization
2012,
Simple heuristics are usually deemed to be inferior to more complicated models....
A study of outliers in the exponential smoothing approach to forecasting
A study of outliers in the exponential smoothing approach to forecasting
2012,
Outliers in time series have the potential to affect parameter estimates and forecasts...
A comparative analysis of data mining methods in predicting NCAA bowl outcomes
A comparative analysis of data mining methods in predicting NCAA bowl outcomes
2012,
Predicting the outcome of a college football game is an interesting and challenging...
A Theoretical and Experimental Study on the Construction of Suffix Arrays in External Memory
A Theoretical and Experimental Study on the Construction of Suffix Arrays in External Memory
2002,
The construction of full-text indexes on very large text collections is nowadays a hot...
Gaining insight into student satisfaction using comprehensible data mining techniques
Gaining insight into student satisfaction using comprehensible data mining techniques
2012,
As a consequence of the heightened competition on the education market, the management...
Profiling effects in industrial data mining by non‐parametric DOE methods: An application on screening checkweighing systems in packaging operations
Profiling effects in industrial data mining by non‐parametric DOE methods: An application on screening checkweighing systems in packaging operations
2012,
There is a growing interest in applying robust techniques for profiling complex...
A new SOM‐based method for profile generation: Theory and an application in direct marketing
A new SOM‐based method for profile generation: Theory and an application in direct marketing
2012,
The field of direct marketing is constantly searching for new data mining techniques...
A new wavelet‐based denoising algorithm for high‐frequency financial data mining
A new wavelet‐based denoising algorithm for high‐frequency financial data mining
2012,
Denoising analysis imposes new challenge for mining high‐frequency financial...
Monte Carlo analysis of estimation methods for the prediction of customer response patterns in direct marketing
Monte Carlo analysis of estimation methods for the prediction of customer response patterns in direct marketing
2012,
In direct marketing, customers are usually asked to take a specific action, and their...
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