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ICML
2010
IEEE
13 years 9 months ago
Active Learning for Networked Data
We introduce a novel active learning algorithm for classification of network data. In this setting, training instances are connected by a set of links to form a network, the label...
Mustafa Bilgic, Lilyana Mihalkova, Lise Getoor
VLDB
2007
ACM
119views Database» more  VLDB 2007»
14 years 2 months ago
Integrity Auditing of Outsourced Data
An increasing number of enterprises outsource their IT services to third parties who can offer these services for a much lower cost due to economy of scale. Quality of service is ...
Min Xie, Haixun Wang, Jian Yin, Xiaofeng Meng
LREC
2010
189views Education» more  LREC 2010»
13 years 10 months ago
Constructing an Annotated Story Corpus: Some Observations and Issues
This paper discusses our ongoing work on constructing an annotated corpus of children's stories for further studies on the linguistic, computational, and cognitive aspects of...
Oi Yee Kwong
PVLDB
2008
130views more  PVLDB 2008»
13 years 8 months ago
Analyzing and revising data integration schemas to improve their matchability
Data integration systems often provide a uniform query interface, called a mediated schema, to a multitude of data sources. To answer user queries, such systems employ a set of se...
Xiaoyong Chai, Mayssam Sayyadian, AnHai Doan, Arno...
EUROSYS
2009
ACM
14 years 5 months ago
Migrating server storage to SSDs: analysis of tradeoffs
Recently, flash-based solid-state drives (SSDs) have become standard options for laptop and desktop storage, but their impact on enterprise server storage has not been studied. P...
Dushyanth Narayanan, Eno Thereska, Austin Donnelly...