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» Data summaries for on-demand queries over linked data
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DILS
2005
Springer
15 years 3 months ago
Semantic Correspondence in Federated Life Science Data Integration Systems
For execution of complex biological queries, data integration systems often use several intermediate data sources because the domain coverage of individual sources is limited. Qual...
Malika Mahoui, Harshad Kulkarni, Nianhua Li, Zina ...
IPSN
2007
Springer
15 years 3 months ago
Hierarchical spatial gossip for multi-resolution representations in sensor networks
In this paper we propose a lightweight algorithm for constructing multi-resolution data representations for sensor networks. We compute, at each sensor node u, O(log n) aggregates...
Rik Sarkar, Xianjin Zhu, Jie Gao
NAR
2011
208views Computer Vision» more  NAR 2011»
14 years 9 days ago
CaSNP: a database for interrogating copy number alterations of cancer genome from SNP array data
Cancer is known to have abundant copy number alterations (CNAs) that greatly contribute to its pathogenesis and progression. Investigation of CNA regions could potentially help id...
Qingyi Cao, Meng Zhou, Xujun Wang, Clifford A. Mey...
PKDD
2010
Springer
183views Data Mining» more  PKDD 2010»
14 years 7 months ago
Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes
Abstract. In preference learning, the algorithm observes pairwise relative judgments (preference) between items as training data for learning an ordering of all items. This is an i...
Zhao Xu, Kristian Kersting, Thorsten Joachims
EDBT
2006
ACM
190views Database» more  EDBT 2006»
15 years 9 months ago
Fast Approximate Wavelet Tracking on Streams
Recent years have seen growing interest in effective algorithms for summarizing and querying massive, high-speed data streams. Randomized sketch synopses provide accurate approxima...
Graham Cormode, Minos N. Garofalakis, Dimitris Sac...