17 May 2012 Entropyology: fractal fingerprinting digital microarray analogy and prophecies for multiINT fusion and anomaly detection
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Abstract
We introduce a digital microarray analogy for accomplishing multi-intelligence source (multiINT) fusion. Spatial Voting is used to combine disparate information sources (numerical, text, imagery, binary, and temporal). We discuss how in previous work we have overcome several of the key challenges for multi-source intelligence data fusion. We then show how text information can be combined with numerical information and imagery to provide a fractal fingerprint for behavior recognition and anomaly detection, resulting in a direct analogy to microarray analysis. We show that the information extracted from our fusion methods is in a form suitable for prediction. We demonstrate how this is accomplished, providing examples and details.
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Holger Jaenisch, James Handley, "Entropyology: fractal fingerprinting digital microarray analogy and prophecies for multiINT fusion and anomaly detection", Proc. SPIE 8392, Signal Processing, Sensor Fusion, and Target Recognition XXI, 83920M (17 May 2012); doi: 10.1117/12.914843; https://doi.org/10.1117/12.914843
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