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Pattern Recognition and Machine Learning
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Bayesian Networks and Decision Graphs
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Computational Methods in Biometric Authentication
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Statistical Image Processing and Multidimensional Modeling
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The Practice of Time Series Analysis
Author: Hirotugu Akaike
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Novelty, Information and Surprise
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Computer Intrusion Detection and Network Monitoring
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Probabilistic Networks and Expert Systems
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Information Theoretic Learning
Author: Jose C Principe
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Estimation of Dependences Based on Empirical Data
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Probabilistic Conditional Independence Structures
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Information and Complexity in Statistical Modeling
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Feedforward Neural Network Methodology
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Statistical and Inductive Inference by Minimum Message Length
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Statistical Image Processing and Multidimensional Modeling
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The Cross-Entropy Method
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Cumulative Sum Charts and Charting for Quality Improvement
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Nonlinear Dimensionality Reduction
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