Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"Multi-Class Prediction"”.
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Large-scale Optimization for Robust Multi-Class Prediction and Resource Allocation
… from data, first in the context of robust multi-class prediction and second for prescriptive analytics for medical resource allocation. In the first part, we make progress on training robust multi-class classifiers using error-correcting output codes (ECOC). We propose linear and non-linear …
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Enhancing Corporate Strategy Using Data-Driven Business Growth Decisions
… using modern machine learning methodologies. The prediction problems in this thesis are framed as binary classification schemes, and the outcomes are predicted using a custom feature set generated from structured databases. The initial results show significantly better-than-random performance for …
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Contributions to Efficient Statistical Modeling of Complex Data with Temporal Structures
… projects: Neighborhood vector auto regression in multivariate time series, uncertainty quantification for agent-based modeling networked anagrams, and a scalable algorithm for multi-class classification. The first project studies the modeling of multivariate time series, with the applications in …