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Filtering by: Committee Member Tadepalli, Prasad File Format application/pdf Resource Type Masters Thesis

Protein secondary structure prediction using conditional random fields and profiles

Creator:

Shen, Rongkun

Abstract:

Protein secondary structure prediction plays a pivotal role in predicting protein folding in three-dimensions. Its task is to assign each residue one of the three secondary structure classes helix, strand, or random coil. This is an instance of the problem of sequential supervised learning in machine learning. This thesis describes...

Resource Type:

Masters Thesis
A SAT-based planning framework for optimizing resource production

Creator:

Ventura, Christopher

Abstract:

Domain-independent automated planning is concerned with computing a sequence of actions that can transform an initial state into a desired goal state. Resource production domains form an interesting class of such problems, in that they typically require reasoning about concurrent durative-actions with continuous effects while minimizing some cost function. Although...

Resource Type:

Masters Thesis