Sparse $$\varepsilon $$ ε -tube support vector regression by active learning
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
http://link.springer.com/content/pdf/10.1007/s00500-013-1131-6.pdf
Reference44 articles.
1. Bao Y, Lu Y, Zhang J (2004) Forecasting stock price by SVMs regression. Artificial intelligence: methodology, systems, and applications, Lecture Notes in Computer Science. Springer, Berlin, pp 295– 303
2. Ben-Hur A, Ong CS, Sonnenburg S, Schölkopf B, Rätsch G (2008) Support vector machines and kernels for computational biology. PLoS Comput Biol 4(10)
3. Boser BE, Guyon IM, Vapnik VN (1992) A training algorithm for optimal margin classifiers. In: COLT ’92: Proceedings of the fifth annual ACM workshop on computational learning theory. ACM, New York, pp 144–152
4. Brabanter KD, Brabanter JD, Suykens J, Moor BD (2010) Optimized fixed-size kernel models for large data sets. Comput Stat Data Anal 54(6):1484–1504
5. Cao C, Xu J (2007) Short-term traffic flow predication based on PSO-SVM. In: Peng Q, Wang KCP, Qiu Y, Pu Y, Luo X, Shuai B (eds) Proceedings of the first international conference on transportation engineering, vol 246. American Society of Civil Engineers (ASCE), Chengdu, China, p 28
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