Search Results - subject:"supervised classification"

ANS-based preprocessing of company performance indicators

Vasili?s N. Nikolaidis; Makris, Ilias A.; … - In: Global Business and Economics Review 15 (2013) 1, pp. 49-58

of the back-propagation multilayer perceptron (BP-MLP). The method is tested against others, on a supervised … classification problem where the goal is to separate groups of similarly performing companies in the food and beverage sector of the …

Persistent link: https://www.econbiz.de/10010669063

Application of multi-scale remote sensing imagery to detection and hazard analysis

Liu, C.; Chen, Y.; Chen, C. - In: Natural Hazards 65 (2013) 3, pp. 2241-2252

supervised classification. The results reveal that in the study area mangroves are the most exuberant in summer. The growth of …

Persistent link: https://www.econbiz.de/10010758745

Supervised classification for functional data: A weighted distance approach

Alonso, Andrés M.; Casado, David; Romo, Juan - In: Computational Statistics & Data Analysis 56 (2012) 7, pp. 2334-2346

these distances for supervised classification. Simulation studies show that this procedure performs very well, resulting in … better than–existing supervised classification methods for functions. …

Persistent link: https://www.econbiz.de/10010577724

Assessing Flood Induced Land-Cover Changes Using Remote Sensing and Fuzzy Approach in Eastern Gujarat (India)

Sharma, Chandra; Behera, Mukund; Mishra, Atmaram; … - In: Water Resources Management 25 (2011) 13, pp. 3219-3246

case of supervised classification, decreasing trend was observed only in case of agricultural area (6.78%) during October …

Persistent link: https://www.econbiz.de/10010794609

On depth measures and dual statistics. A methodology for dealing with general data

Cuevas, Antonio; Fraiman, Ricardo - In: Journal of Multivariate Analysis 100 (2009) 4, pp. 753-766

A general depth measure, based on the use of one-dimensional linear continuous projections, is proposed. The applicability of this idea in different statistical setups (including inference in functional data analysis, image analysis and classification) is discussed. A special emphasis is made on...

Persistent link: https://www.econbiz.de/10005106985

Optimum simultaneous discretization with data grid models in supervised classification: a Bayesian model selection approach

Boullé, Marc - In: Advances in Data Analysis and Classification 3 (2009) 1, pp. 39-61

Persistent link: https://www.econbiz.de/10005061377

Mining Supervised Classification Performance Studies: A Meta-Analytic Investigation

Jamain, Adrien; Hand, David - In: Journal of Classification 25 (2008) 1, pp. 87-112

Persistent link: https://www.econbiz.de/10005757507

Robust estimation and classification for functional data via projection-based depth notions

Cuevas, Antonio; Febrero, Manuel; Fraiman, Ricardo - In: Computational Statistics 22 (2007) 3, pp. 481-496

Persistent link: https://www.econbiz.de/10005613155

Advances in the combination of supervised classification methods: an experimental study

Mazza, Sabina - Dipartimento di Metodi e modelli per l'economia, il …

for the combination of supervised classification methods: the Stacking Technique proposed by Wolpert (1992) and …

Persistent link: https://www.econbiz.de/10010938768