Zobrazeno 1 - 10
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pro vyhledávání: '"Qian, Zhensong"'
Autor:
Schulte, Oliver, Qian, Zhensong
We describe FactorBase, a new SQL-based framework that leverages a relational database management system to support multi-relational model discovery. A multi-relational statistical model provides an integrated analysis of the heterogeneous and interd
Externí odkaz:
http://arxiv.org/abs/1508.02428
Autor:
Schulte, Oliver, Qian, Zhensong
The position we advocate in this paper is that relational algebra can provide a unified language for both representing and computing with statistical-relational objects, much as linear algebra does for traditional single-table machine learning. Relat
Externí odkaz:
http://arxiv.org/abs/1507.00646
A Relational Dependency Network (RDN) is a directed graphical model widely used for multi-relational data. These networks allow cyclic dependencies, necessary to represent relational autocorrelations. We describe an approach for learning both the RDN
Externí odkaz:
http://arxiv.org/abs/1410.7835
Databases contain information about which relationships do and do not hold among entities. To make this information accessible for statistical analysis requires computing sufficient statistics that combine information from different database tables.
Externí odkaz:
http://arxiv.org/abs/1408.5389
Publikováno v:
In Decision Support Systems February 2013 54(3):1269-1279
Autor:
qian, zhensong
Which doctors prescribe which drugs to which patients? Who upvotes which answers on what topics on Quora? Who has followed whom on Twitter/Weibo? These relationships are all visible in data, and they all contain a wealth of information that could be
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______497::c38649123012f54eaff9dea752704e6c
http://summit.sfu.ca/item/16815
http://summit.sfu.ca/item/16815
Autor:
Schulte, Oliver, Qian, Zhensong
Publikováno v:
International Journal of Data Science & Analytics; Jun2019, Vol. 7 Issue 4, p289-309, 21p
Akademický článek
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Autor:
Qian, Zhensong, Schulte, Oliver
Publikováno v:
2015 IEEE International Conference on Data Science & Advanced Analytics (DSAA); 2015, p1-10, 10p
Autor:
Qian, Zhensong, Schulte, Oliver
Publikováno v:
Graph Structures for Knowledge Representation & Reasoning: Third International Workshop, GKR 2013, Beijing, China, August 3, 2013. Revised Selected Papers; 2014, p123-137, 15p