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» The GREC Challenges 2010: Overview and Evaluation Results
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77
Voted
KDD
2010
ACM
223views Data Mining» more  KDD 2010»
15 years 3 months ago
An efficient algorithm for a class of fused lasso problems
The fused Lasso penalty enforces sparsity in both the coefficients and their successive differences, which is desirable for applications with features ordered in some meaningful w...
Jun Liu, Lei Yuan, Jieping Ye
ICWS
2010
IEEE
15 years 3 months ago
Highly Scalable Web Service Composition Using Binary Tree-Based Parallelization
Data intensive applications, e.g. in life sciences, pose new efficiency challenges to the service composition problem. Since today computing power is mainly increased by multiplica...
Patrick Hennig, Wolf-Tilo Balke
SDM
2010
SIAM
183views Data Mining» more  SDM 2010»
15 years 3 months ago
GraSS: Graph Structure Summarization
Large graph databases are commonly collected and analyzed in numerous domains. For reasons related to either space efficiency or for privacy protection (e.g., in the case of socia...
Kristen LeFevre, Evimaria Terzi
131
Voted
ECRTS
2010
IEEE
15 years 3 months ago
Deadline Assignment and Tardiness Control for Real-Time Data Services
It is challenging to support the timeliness of realtime data service requests in data-intensive real-time applications such as online auction or stock trading, while maintaining t...
Yan Zhou, Kyoung-Don Kang
109
Voted
MM
2010
ACM
178views Multimedia» more  MM 2010»
15 years 2 months ago
Topical summarization of web videos by visual-text time-dependent alignment
Search engines are used to return a long list of hundreds or even thousands of videos in response to a query topic. Efficient navigation of videos becomes difficult and users ofte...
Song Tan, Hung-Khoon Tan, Chong-Wah Ngo