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Principe, Jose C.
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System parameter identification: information criteria and algorithms
Chen B., Zhu Y., Hu J., Principe J., ELSEVIER SCIENCE PUBLISHERS B. V., Amsterdam, the Netherlands, 2013. 266 pp. Type: Book (978-0-124045-74-3)
In control engineering, signal processing, and neural network modeling, researchers explore mathematical models for the prediction of system states under a certain operational environment, for estimation of the system parameters, or fo...
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Mar 5 2014
Quantifying spatio-temporal dependencies in epileptic ECOG
Hegde A., Erdogmus D., Shiau D., Principe J., Sackellares C. Signal Processing 85(11): 2082-2100, 2005. Type: Article
Epilepsy refers to an unusual synchronization of brain neuron activities. Researchers have been trying to predict such synchronization by identifying the relationship between the activities of different areas of the epileptic brain, wh...
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Dec 20 2006
Information Theoretic Clustering
Gokcay E., Principe J. IEEE Transactions on Pattern Analysis and Machine Intelligence 24(2): 158-171, 2002. Type: Article
Presented from a practitioner’s perspective, this paper discusses a novel approach for clustering data sets that are not linearly separable, and discusses how that approach was applied to medical imaging. Unlike other popula...
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Jan 22 2003
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