Learning with Querying and its Application in Network Security

[1]  Taghi M. Khoshgoftaar,et al.  Active learning with neural networks for intrusion detection , 2010, 2010 IEEE International Conference on Information Reuse & Integration.

[2]  Eric B. Baum,et al.  Neural net algorithms that learn in polynomial time from examples and queries , 1991, IEEE Trans. Neural Networks.

[3]  Li Guo,et al.  An active learning based TCM-KNN algorithm for supervised network intrusion detection , 2007, Comput. Secur..

[4]  Robert J. Marks,et al.  Similarities of error regularization, sigmoid gain scaling, target smoothing, and training with jitter , 1995, IEEE Trans. Neural Networks.

[5]  Ray-I Chang,et al.  Query-Based Learning Decision Tree and its Applications in Data Mining , 2006, JCIS.

[6]  J. Kruschke,et al.  ALCOVE: an exemplar-based connectionist model of category learning. , 1992, Psychological review.

[7]  David A. Cohn,et al.  Neural Network Exploration Using Optimal Experiment Design , 1993, NIPS.

[8]  C. Carver,et al.  On the Self-Regulation of Behavior , 1998 .

[9]  A. Linden,et al.  Inversion of multilayer nets , 1989, International 1989 Joint Conference on Neural Networks.

[10]  Pei-Yung Hsiao,et al.  Unsupervised query-based learning of neural networks using selective-attention and self-regulation , 1997, IEEE Trans. Neural Networks.

[11]  Jenq-Neng Hwang,et al.  Query-based learning applied to partially trained multilayer perceptrons , 1991, IEEE Trans. Neural Networks.

[12]  A NEWELL,et al.  Computer simulation of human thinking. , 1961, Science.

[13]  Ray-I Chang,et al.  Mining Data by Query-Based Error-Propagation , 2005, ICNC.

[14]  R. Nosofsky.  Attention, similarity, and the identification-categorization relationship. , 1986, Journal of experimental psychology. General.

[15]  R. C. Eberhart,et al.  The role of genetic algorithms in neural network query-based learning and explanation facilities , 1992, [Proceedings] COGANN-92: International Workshop on Combinations of Genetic Algorithms and Neural Networks.

[16]  Ray-I Chang,et al.  Gene clustering by using query-based self-organizing maps , 2010, Expert Syst. Appl..

[17]  David J. C. MacKay,et al.  Information-Based Objective Functions for Active Data Selection , 1992, Neural Computation.

[18]  Ray-I Chang,et al.  INTRUSION DETECTION BY BACKPROPAGATION NEURAL NETWORKS WITH SAMPLE-QUERY AND ATTRIBUTE-QUERY , 2007 .

[19]  D. Angluin.  Queries and Concept Learning , 1988 .

[20]  Douglas L. Medin,et al.  Context theory of classification learning. , 1978 .

[21]  Bernard Widrow,et al.  Adaptive switching circuits , 1988 .

[22]  Ray-I Chang.  Disease Diagnosis Using Query-Based Neural Networks , 2005, ISNN.

[23]  Naoki Abe,et al.  Empirical Comparison of Competing Query Learning Methods , 1998, Discovery Science.

[24]  Dana Angluin,et al.  Learning Regular Sets from Queries and Counterexamples , 1987, Inf. Comput..