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GA-Ensemble: a genetic algorithm for robust ensembles

Oh, Dong-Yop; Gray, J. - In: Computational Statistics 28 (2013) 5, pp. 2333-2347

Many simple and complex methods have been developed to solve the classification problem. Boosting is one of the best …

Persistent link: https://www.econbiz.de/10010998475

Development of a Historical Multi-Year Land Cover Classification Incorporating Wildfire Effects

Morrison, Katherine D.; Kolden, Crystal A. - In: Land 3 (2014) 4, pp. 1214-1231

2008 in our study area. Therefore, there is a need for the classification of historical remotely sensed data, such as … the classification of historical scenes. Using a single year of field reference and multi-year aerial photography data, we …

Persistent link: https://www.econbiz.de/10010945626

Cost-Sensitive Decision Trees with Completion Time Requirements

KAO, Hung-Pin; TANG, Kwei; TANG, Jen - Krannert School of Management, Purdue University - 2010

In many classification tasks, managing costs and completion times are the main concerns. In this paper, we assume that … if the deadline is not met. This time requirement enriches the classification problem but posts a challenge to developing …

Persistent link: https://www.econbiz.de/10009294662

Pareto-optimality of oblique decision trees from evolutionary algorithms

Pangilinan, Jose; Janssens, Gerrit - In: Journal of Global Optimization 51 (2011) 2, pp. 301-311

Persistent link: https://www.econbiz.de/10009324650

A statistical data mining approach in bacteriology for bacterial identification

Rahman, S.M. Monzurur; Siddiky, F.A.; Shrestha, Uma - In: International Journal of Data Analysis Techniques and … 3 (2011) 2, pp. 117-142

is a special kind of classification problem of statistical data mining where the only single representation of every …

Persistent link: https://www.econbiz.de/10009352824

Data reduction and univariate splitting — Do they together provide better corporate bankruptcy prediction?

Kristóf, Tamás; Virág, Miklós - In: Acta Oeconomica 62 (2012) June, pp. 205-228

Discussion on methodological problems of corporate survival and solvency prediction is enjoying a renaissance in the era of financial and economic crisis. Within the framework of this article, the most frequently applied bankruptcy prediction methods are competed on a Hungarian corporate...

Persistent link: https://www.econbiz.de/10010822327