Browsing Electrical Engineering and Computer Sciences - Ph.D. / Sc.D. by Title
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- Browsing Electrical Engineering and Computer Sciences - Ph.D. / Sc.D. by Title
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Browsing Electrical Engineering and Computer Sciences - Ph.D. / Sc.D. by Title
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(Massachusetts Institute of Technology, 2009)One of the classical goals of research in artificial intelligence is to construct systems that automatically recover the meaning of natural language text. Machine learning methods hold significant potential for addressing ...
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(Massachusetts Institute of Technology, 2006)I describe a semi-supervised regression algorithm that learns to transform one time series into another time series given examples of the transformation. I apply this algorithm to tracking, where one transforms a time ...
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(Massachusetts Institute of Technology, 2011)This thesis focuses on understanding task-constrained natural language commands, where a person gives a natural language command to the robot and the robot infers and executes the corresponding plan. Understanding natural ...
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(Massachusetts Institute of Technology, 2004)Matrices that can be factored into a product of two simpler matrices can serve as a useful and often natural model in the analysis of tabulated or high-dimensional data. Models based on matrix factorization (Factor Analysis, ...
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(Massachusetts Institute of Technology, 2006)Many practical problems such as forecasting, real-time decision making, streaming data applications, and resource-constrained learning, can be modeled as learning with online constraints. This thesis is concerned with ...
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(Massachusetts Institute of Technology, 2009)DNA-wrapping technology, combined with size-exclusion chromatography, have made possible the sorting of carbon nanotubes according to length. In particular, length sorted nanotube samples, with finite lengths approaching ...
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(Massachusetts Institute of Technology, 1998)
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(Massachusetts Institute of Technology, 1998)
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(Massachusetts Institute of Technology, 1970)
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(Massachusetts Institute of Technology, 1978)
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(Massachusetts Institute of Technology, 1992)
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(Massachusetts Institute of Technology, 1985)
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(Massachusetts Institute of Technology, 1978)
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(Massachusetts Institute of Technology, 2009)Despite the proliferation of speech-enabled applications and devices, speech-driven human-machine interaction still faces several challenges. One of theses issues is the new word or the out-of-vocabulary (OOV) problem, ...
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(Massachusetts Institute of Technology, 1993)
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(Massachusetts Institute of Technology, 2001)Error-correcting codes are combinatorial objects designed to cope with the problem of reliable transmission of information on a noisy channel. A fundamental algorithmic challenge in coding theory and practice is to efficiently ...
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(Massachusetts Institute of Technology, 2007)Existing preference reasoning systems have been successful in simple domains. Broader success requires more natural and more expressive preference representations. This thesis develops a representation of logical preferences ...
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(Massachusetts Institute of Technology, 1982)
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(Massachusetts Institute of Technology, 1994)
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(Massachusetts Institute of Technology, 2008)Identification of protein-protein interactions is important for drug design and the treatment of diseases. We propose a novel threading algorithm, LTHREADER, which generates accurate local sequence-structure alignments and ...
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