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Filtering by: Committee Member Fern, Xiaoli Date issued sim 2010-12-07

Probabilistic models for classification of bioacoustic data

Creator:

Lakshminarayanan, Balaji

Abstract:

Probabilistic models have been successfully applied for a wide variety of problems, such as but not limited to information retrieval, computer vision, bio-informatics and speech processing. Probabilistic models allow us to encode our assumptions about the data in an elegant fashion and enable us to perform machine learning tasks such...

Resource Type:

Masters Thesis