Search Results - "Lander, Sean"
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Identifying key variables in African American adherence to colorectal cancer screening: the application of data mining
Published in BMC public health (18-11-2014)“…This paper reports on an effort to identify a streamlined set of issues important for colorectal cancer communication and interventions with older African…”
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Journal Article -
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Contrast Mining for Pattern Discovery and Descriptive Analytics to Tailor Sub-Groups of Patients Using Big Data Solutions
Published in Studies in health technology and informatics (2017)“…The shift to electronic health records has created a plethora of information ready to be examined and acted upon by those in the medical and computational…”
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Journal Article -
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An evolutionary method for training autoencoders for deep learning networks
Published 01-01-2014“…Introduced in 2006, Deep Learning has made large strides in both supervised an unsupervised learning. The abilities of Deep Learning have been shown to beat…”
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Dissertation -
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EvoAE -- A New Evolutionary Method for Training Autoencoders for Deep Learning Networks
Published in 2015 IEEE 39th Annual Computer Software and Applications Conference (01-07-2015)“…Although deep learning has achieved outstanding performances on several difficult machine learning applications, there are multiple issues that make its…”
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Conference Proceeding Journal Article -
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Cartesian Operations on Distributed Datasets Using Virtual Partitioning
Published in 2016 IEEE Second International Conference on Big Data Computing Service and Applications (BigDataService) (01-03-2016)“…The Cartesian product is a technique used in a wide range of algorithms. Performing a Cartesian product on a distributed dataset poses a variety of challenges…”
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Conference Proceeding