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Filtering by: Creator Gamroth, M. J. (Michael J.) Committee Member Tadepalli, Prasad Subject Neural networks (Computer science)

Parsing with Recurrent Neural Networks

Creator:

Cross, James Henry, III

Abstract:

Machine learning models for natural language processing have traditionally relied on large numbers of discrete features, built up from atomic categories such as word forms and part-of-speech labels, which are considered completely distinct from each other. Recently however, the advent of dense feature representations coupled with deep learning techniques has...

Resource Type:

Dissertation

Full Text:

Juneki Hong. I am also in eternal debt to my master’s degree advisers Irina Gladkova and Michael
Object Tracking-by-Segmentation in Videos

Creator:

Chen, Sheng

Abstract:

This thesis focuses on the problem of object tracking. Given a video, the general objective of tracking is to track the location over time of one or more targets in the image sequence. This is a very challenging task as algorithms need to deal with problems such as appearance variations,...

Resource Type:

Dissertation

Full Text:

cost functions that are expressed as C(Si, l | L) = w · Ψ(Si, l, L), where w is an m-dimensional
Learning-based Control of Experimental Hybrid Fuel Cell Power Plant

Creator:

Gabler, Andrew

Abstract:

Direct red Solid Oxide Fuel Cell (SOFC) Turbine hybrid plants have the potential to dramatically increase power plant efficiency, decrease emissions, and provide fast response to transient loads. The US Department of Energy's (DOE) Hybrid Performance Project is an experimental hybrid SOFC plant, built at the National Energy Technology Laboratory...

Resource Type:

Masters Thesis

Full Text:

E xh au st F ig u re 2. 3: A si m p li fi ed d ia gr am of th e H y P er fa ci li ty