Search Results - subject:"Support Vector Machine"

Potential Assessment of the Support Vector Regression Technique in Rainfall Forecasting

Hong, Wei-Chiang - 2007

Forecasting and monitoring of rainfall values are increasingly important for decreasing economic loss caused by flash floods. Based on statistical learning theory, support vector regression (SVR) has been used to deal with forecasting problems. Performing structural risk minimization rather than...

Persistent link: https://www.econbiz.de/10014027014

Ganzheitliche Wirtschaftlichkeitsbewertung von RFID-Investitionen am Beispiel der dezentralen Produktionssteuerung

Isensee, Johannes; Zeibig, Stefan; Seiter, Mischa; … - In: IM : die Fachzeitschrift für Information, Management … 22 (2007) 4, pp. 57-63

Persistent link: https://www.econbiz.de/10003722488

Combining support vector machines for credit scoring

Stecking, Ralf; Schebesch, Klaus B. - In: Operations research proceedings 2006 : selected papers …, (pp. 135-140). 2007

Persistent link: https://www.econbiz.de/10003470431

On L1-norm multiclass support vector machines : methodology and theory

Wang, Lifeng; Shen, Xiaotong - In: Journal of the American Statistical Association : JASA 102 (2007) 478, pp. 583-594

Persistent link: https://www.econbiz.de/10003490415

Adapting least-square support vector regression models to forecast the outcome of horseraces

Lessmann, Stefan; Sung, Ming-Chien; Johnson, Johnnie E. V. - In: The journal of prediction markets 1 (2007) 3, pp. 169-187

Persistent link: https://www.econbiz.de/10003637558

A new approach to testing credit rating of financial debt issuers

O'Neill, T. J.; Penm, Jack H. W. - In: International journal of services and standards 3 (2007) 4, pp. 390-401

Persistent link: https://www.econbiz.de/10003603256

Estimating probabilities of default with support vector machines

Härdle, Wolfgang (contributor); … - 2007

This paper proposes a rating methodology that is based on a non-linear classification method, the support vector … machine, and a non-parametric technique for mapping rating scores into probabilities of default. We give an introduction to …

Persistent link: https://www.econbiz.de/10003608864

A new method for predicting the outcome of speculative events

Lessmann, Stefan; Sung, Ming-Chien; Johnson, Johnnie E. V. - 2007

Persistent link: https://www.econbiz.de/10003617196

Mining architectural patterns in specific contexts and its application to e-finance

Dabous, Feras T.; Rabhi, Fethi A. - In: Web information systems and technologies : …, (pp. 69-83). 2007

Persistent link: https://www.econbiz.de/10003567995

Robust truncated hinge loss support vector machines

Wu, Yichao; Liu, Yufeng - In: Journal of the American Statistical Association : JASA 102 (2007) 479, pp. 974-983

Persistent link: https://www.econbiz.de/10003568918

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