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» Approximate data mining in very large relational data
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CBMS
2006
IEEE
15 years 5 months ago
A Generic Framework: From Clinical Notes to Electronic Medical Records
Electronic Medical Records are important to manage health data and save lives to improve the quality of service in hospitals. Clinical medical records contain a wealth of informat...
Hyoil Han, Yoori Choi, Yoo Myung Choi, Xiaohua Zho...
SIGIR
2006
ACM
15 years 7 months ago
Large scale semi-supervised linear SVMs
Large scale learning is often realistic only in a semi-supervised setting where a small set of labeled examples is available together with a large collection of unlabeled data. In...
Vikas Sindhwani, S. Sathiya Keerthi
KDD
2008
ACM
115views Data Mining» more  KDD 2008»
16 years 2 months ago
Topical query decomposition
We introduce the problem of query decomposition, where we are given a query and a document retrieval system, and we want to produce a small set of queries whose union of resulting...
Francesco Bonchi, Carlos Castillo, Debora Donato, ...
PKDD
2010
Springer
150views Data Mining» more  PKDD 2010»
15 years 6 days ago
Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms
Given a contact network that changes over time (say, day vs night connectivity), and the SIS (susceptible/infected/susceptible, flu like) virus propagation model, what can we say ...
B. Aditya Prakash, Hanghang Tong, Nicholas Valler,...
VLDB
2007
ACM
197views Database» more  VLDB 2007»
16 years 2 months ago
Indexable PLA for Efficient Similarity Search
Similarity-based search over time-series databases has been a hot research topic for a long history, which is widely used in many applications, including multimedia retrieval, dat...
Qiuxia Chen, Lei Chen 0002, Xiang Lian, Yunhao Liu...