A unifying methodology for the evaluation of neural network models on novelty detection tasks
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Computer Vision and Pattern Recognition
Link
http://link.springer.com/content/pdf/10.1007/s10044-011-0265-3.pdf
Reference54 articles.
1. Addison JFD, Wermter S, MacIntyre J (1999) Effectiveness of feature extraction in neural network architectures for novelty detection. In: Proceedings of the 9th international conference on artificial neural networks (ICANN’99). IEEE Press, Washington, DC, pp 976–981
2. Albrecht S, Busch J, Kloppenburg M, Metze F, Tavan P (2000) Generalized radial basis functions networks for classification and novelty detection: self-organization of optimal bayesian decision. Neural Netw 13:1075–1093
3. Alhoniemi E, Hollmén J, Simula O, Vesanto J (1999) Process monitoring and modeling using the self-organizing map. Integr Comput Aided Eng 6(1):3–14
4. Appiani E, Buslacchi G (2009) Computational intelligence solutions for homeland security. Adv Soft Comput 53:43–52
5. Augusteijn MF, Folkert BA (2002) Neural network classification and novelty detection. Int J Remote Sens 23(14):2891–2902
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