Search results
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Title
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BIOMEDICAL QUESTION ANSWERING
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Author
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Bhandwaldar, Abhishek
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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A Biomedical Question Answering system allows biomedical experts to use unstructured knowledge in a more effective way. Our system can index vast majority of biomedical articles and can do information retrieval to find most relevant articles to an...
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Title
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Computational Solutions to Some Challenging Number Theory and Combinatorial Problems
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Author
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Gao, Shanzhen
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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We use computational assist approach to tackle some challenging and interesting problems in number theory and combinatorics, such as Markoff-Hurwitz equations, integer matrix enumeration, integer sequences, and self-avoiding walks. We present the ...
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Title
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Cyber Agility for Attack Deterrence and Deception
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Author
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Jafarian, Jafar Haadi
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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In recent years, we have witnessed a rise in quantity and sophistication of cyber attacks. Meanwhile, traditional defense techniques have not been adequate in addressing this status quo. This is because the focus has remained mostly on either iden...
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Title
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High Performance Shortest Paths
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Author
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Chandratre, Abhishek
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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In Graph theory, Single Source Shortest Paths (SSSP) is one of the problems which can be easily solved sequentially using Dijkstra’s Algorithm, but it gets notoriously difficult in a parallel setting. This can be attributed to its transitive depen...
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Title
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Interactive Document Retrieval
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Author
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Borse, Chetan
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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Traditional Information Retrieval systems present with vast, relevant information as a response to the user search query, which usually consists of different semantic groups. It is a tedious task to look through all the retrieved information, and ...
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Title
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MULTIMODAL VISUALIZATION USING AUGMENTED REALITY AND LARGE DISPLAYS
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Author
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Butler, Erik
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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We are living in an age where technology has allowed data collection to encompass every aspect of our day to day lives. With quintillions of bits of data being created daily, we are under constant pressure to advance our supercomputers and machine...
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Title
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Reducing training effort in biological image classification
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Author
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Nguyen, Nhat Rich
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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To automatically classify biological images, machine learning techniques have been widely used to train the classifiers from labeled images. For a new category of biological object, a tedious and expensive labeling process is needed from a human e...
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Title
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SCALABLE, SITUATIONALLY AWARE VISUAL ANALYTICS AND APPLICATIONS
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Author
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Eaglin, Todd
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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There is a need to understand large and complex datasets to provide better situa- tional awareness in-order to make timely well-informed actionable decisions in critical environments. These types of environments include emergency evacuations for l...
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Title
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Security Improvement in Cloud Computing Environment through Memory Analysis
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Author
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Xie, Xiongwei
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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Cloud computing has attracted a lot of research efforts in recent years.More and more companies start to move their data and operations to cloud computing environment. However, the security issues in cloud computing environment have not been studi...
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Title
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Spectral Analysis of Directed Graphs using Matrix Perturbation Theory
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Author
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LI, YUEMENG
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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The spectral space of the adjacency matrix contains important structural information of a given network (graph), where such information can be leveraged in developing a variety of algorithms in applications such as graph partition, structural hier...
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Title
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Towards large-scale and fine-grained image recognition
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Author
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Zhang, Xiaofan
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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In this dissertation, we aim to investigate the problem of large-scale and fine-grained image recognition, which focuses on the differentiation of subtle differences among subordinate classes and a large number of images. Particularly, we tackle t...
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Title
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VISUAL ANALYTICS IN HIGH-DIMENSIONAL DATA WITH DICHOTOMOUS OUTCOME
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Author
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Zhang, Chong
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Date Created
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2017
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Subjects--Topical
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Computer science
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Description
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High-dimensional data becomes common in application areas such as environmental studies and healthcare. The high dimensionality presents opportunities for understanding how certain outcomes happen by identifying significant variables contributing ...
