Information Discriminant Analysis: Feature Extraction with an Information-Theoretic Objective
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kirkpatrick, 1983, Optimization by Simulated Annealing, Science, 220, 671, 10.1126/science.220.4598.671
hettich, 0, UCI Repository of Machine Learning Databases
kohavi, 1995, A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection, Proc Int'l Joint Conf Artifical Intelligence, 1137
devijver, 1982, Pattern Recognition a Statistical Approach
brookes, 0, The Matrix Reference Manual
duda, 2001, Pattern Classification
decell, 1972, An Iterative Approach to the Feature Selection Problem, Proc Purdue Conf Machine Processing of Remotely Sensed Data
hyv�rinen, 1999, Survey on Independent Component Analysis, Neural Computing Surveys, 2, 94
renyi, 1961, On Measures of Entropy and Information, Proc Fourth Berkeley Symp Math Statistics and Probability, 547
rao, 1948, The Utilization of Multiple Measurements in Problems of Biological Classification, J Royal Statistical Soc B, 10, 159
principe, 2000, Information Theoretic Learning, Unsupervised Adaptive Filtering
roweis, 2000, Nonlinear Dimensionality Reduction by Locally Linear Embedding, Science, 290, 2323, 10.1126/science.290.5500.2323
balakrishnan, 1987, Kalman Filtering Theory
tenenbaum, 2000, A Global Geometric Framework for Nonlinear Dimensionality Reduction, Science, 290, 2319, 10.1126/science.290.5500.2319
fukunaga, 1990, Introduction to statistical pattern recognition
johnson, 1993, Array Signal Processing Concepts and Techniques
loog, 2004, Linear Dimensionality Reduction via a Heteroscedastic Extension of LDA: The Chernoff Criterion, IEEE Trans Pattern Analysis and Machine Intelligence, 26, 732, 10.1109/TPAMI.2004.13
saon, 2001, Minimum Bayes Error Feature Selection for Continuous Speech Recognition, Advances in Neural Information Processing Systems 13, 800