Supervised Learning – Classification and Regression
暂无分享,去创建一个
[1] Martin Fodslette Møller,et al. A scaled conjugate gradient algorithm for fast supervised learning , 1993, Neural Networks.
[2] Jeffrey L. Elman,et al. Finding Structure in Time , 1990, Cogn. Sci..
[3] Geoffrey E. Hinton,et al. Learning representations by back-propagating errors , 1986, Nature.
[4] Keith Worden,et al. Optimal sensor placement for fault detection , 2001 .
[5] Lionel Tarassenko,et al. Static and dynamic novelty detection methods for jet engine health monitoring , 2007, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.
[6] P. Werbos,et al. Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences , 1974 .
[7] D. Broomhead,et al. Radial Basis Functions, Multi-Variable Functional Interpolation and Adaptive Networks , 1988 .
[8] Y. L. Cun. Learning Process in an Asymmetric Threshold Network , 1986 .
[9] Keith Worden,et al. Experimental validation of a structural health monitoring methodology: Part III. Damage location on an aircraft wing , 2003 .
[10] Keith Worden,et al. Genetic optimisation of a neural network damage diagnostic , 2008 .
[11] Keith Worden,et al. EXPERIMENTAL VALIDATION OF A STRUCTURAL HEALTH MONITORING METHODOLOGY: PART II. NOVELTY DETECTION ON A GNAT AIRCRAFT , 2003 .
[12] Arthur E. Bryson,et al. OPTIMAL PROGRAMMING PROBLEMS WITH INEQUALITY CONSTRAINTS , 1963 .
[13] Asoke K. Nandi,et al. Genetic algorithms for feature selection in machine condition monitoring with vibration signals , 2000 .
[14] Christopher M. Bishop,et al. Current address: Microsoft Research, , 2022 .
[15] Gyuhae Park,et al. Structural Health Monitoring With Autoregressive Support Vector Machines , 2009 .
[16] J. Mercer. Functions of Positive and Negative Type, and their Connection with the Theory of Integral Equations , 1909 .
[17] Christopher J. C. Burges,et al. A Tutorial on Support Vector Machines for Pattern Recognition , 1998, Data Mining and Knowledge Discovery.
[18] Keith Worden,et al. The use of pseudo-faults for novelty detection in SHM , 2010 .
[19] Keith Worden,et al. EXPERIMENTAL VALIDATION OF A STRUCTURAL HEALTH MONITORING METHODOLOGY: PART I. NOVELTY DETECTION ON A LABORATORY STRUCTURE , 2003 .
[20] Rune Brincker,et al. Vibration Based Inspection of Civil Engineering Structures , 1993 .
[21] George Cybenko,et al. Approximation by superpositions of a sigmoidal function , 1992, Math. Control. Signals Syst..
[22] Hoon Sohn,et al. Damage diagnosis under environmental and operational variations using unsupervised support vector machine , 2009 .