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Fall 2010
Building computer agents that can utilize the meanings in the text of Web documents is a promising extension of current search technology. Concept-based information retrieval applies "intelligent" agents to identify Web documents that match user queries. A new concept-based information retrieval...
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Associative classification, linguistic entity relationship extraction, and description-logic representation of biomedical knowledge applied to MEDLINE
DownloadFall 2009
MEDLINE, a large and constantly increasing collection of biomedical article references, has been the source of numerous investigations related to textual information retrieval and knowledge capture, including article categorization, bibliometric analysis, semantic query answering, and biological...
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Spring 2023
There has been a renewed interest in commonsense as a stepping stone toward achieving human-level intelligence. By digesting enormous amounts of data in different forms, such as visual, lingual, and sensory, humans are able to create a world model for themselves. It is hypothesized that this...
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Fall 2013
An important contribution of the Semantic Web is a new format of data representation called Resource Description Framework (RDF). In RDF every piece of information is represented by a triple: <subject-property-object>. RDFs are densely interlinked between each other and are becoming very popular...
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Fall 2017
Network connectivity is an indispensable component of any computer related activities. Any computer-like machine is connected to some kind of a network, which is further connected to another computer network. Technological advances allow users to connect any devices and use multiple applications....
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Evaluation of High-Dimensional Word Embeddings using Cluster and Semantic Similarity Analysis
DownloadSpring 2018
Vector representations of words, also known as a distributed representation of words or word embeddings, have recently attracted a lot of attention in computational semantics and natural language processing. They have been used in a variety of tasks such as named entity recognition,...
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Spring 2013
There are two main activities in a face recognition practice: representation and classification. The main focus of this work is an analysis of image representation methods leading to better image classification scores. This study applies different feature descriptors and image segmentation...
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Spring 2018
Intrinsically disordered regions (IDRs) in proteins lack stable three dimensional structure under physiological conditions. IDRs are prevalent in nature, functionally important, and difficult to characterize experimentally due to their unstructuredness. As a result, many computational methods...
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Spring 2016
MicroRNAs (miRNAs) are short (~21 nucleotides) endogenous noncoding RNAs. They are widespread post-transcriptional regulators in eukaryotes that bind target messenger RNAs (mRNAs) and regulate the protein expression levels. MiRNAs have attracted substantial amount of research attention and...
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Fall 2021
The inception of Semantic Web including the Resource Description Framework (RDF) data model that provides a standard framework for publishing and sharing machine-under\-stand\-able data on the Web enables the development of intelligent, semantically-oriented systems. Up to date, thousands of...