Operational Database Management Systems
Master Thesis Date 2014-12 Author: Cabrera, Wellington, Department of Computer Science University of Houston Abstract In this work we solve the problem of variable selection for linear regression on large data sets stored in Database...
Dissertation Date 2016-05 Author Zhang, Yiqun, Department of Computer Science University of Houston Abstract Data summarization is an essential mechanism to accelerate analytic algorithms on large data sets. In this work we present a comprehensive...
By Nicholas E Taylor, University of Pennsylvania Dissertation 2010 Abstract Cooperative management of data is a difficult challenge. In the absence of a central authority, there is often no single data format, and users may not...
By Mengmeng Liu, University of Pennsylvania Dissertation 2016 Abstract Over the recent years, we have seen an increasing number of applications in networking, sensor networks, cloud computing, and environmental monitoring, which monitor, plan, control, and make...
BY Svilen R Mihaylov, University of Pennsylvania Dissertation 2012 Abstract We are witnessing a dramatic increase in the amount of data: environmental readings, web pages, social networks, medical records, genome sequences, etc. Special acquisition...
About Stream processing addresses the needs of real-time applications. Transaction processing addresses the coordination and safety of short atomic computations. In the past, these two modes of operation were found only in separate, stove-piped...
Advertisers need to quantify, in real time, which ads are generating conversions and which are not—and they must constantly revise ads, advertising venues, and placement among surrounding content on the fly to improve results....
BY Randal S. Olson, Ph.D. Senior Data Scientist, Institute for Biomedical Informatics. University of Pennsylvania Aside from my blog, I develop open source teaching materials for topics related to data science, data visualization, and machine learning....
By Jeff Leek @jtleek Find me on Github [papr] – A tindr like web-app for rating preprints from bioRxiv. Written by Lucy D’Agostino McGowan, Nicholas Strayer, and Jeff Leek. [Rail-RNA] Rail-RNA is software for alignment of multiple RNA-seq samples...
Jeff Leek, Steven Salzberg, James Taylor, Ela Pertea, Liliana Florea, Ben Langmead, and Kasper Hansen created a 7 course specialization in genomic data science. Some cool things about the program are: Every class runs every month. It is designed from...