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BIOINFORMATICS
2007
79views more  BIOINFORMATICS 2007»
13 years 5 months ago
Hierarchical tree snipping: clustering guided by prior knowledge
Dikla Dotan-Cohen, Avraham A. Melkman, Simon Kasif
ICML
2010
IEEE
13 years 6 months ago
Tree-Guided Group Lasso for Multi-Task Regression with Structured Sparsity
We consider the problem of learning a sparse multi-task regression, where the structure in the outputs can be represented as a tree with leaf nodes as outputs and internal nodes a...
Seyoung Kim, Eric P. Xing
ICC
2008
IEEE
126views Communications» more  ICC 2008»
13 years 11 months ago
Discovering Packet Structure through Lightweight Hierarchical Clustering
— The complexity of current Internet applications makes the understanding of network traffic a challenging task. By providing larger-scale aggregates for analysis, unsupervised ...
Abdulrahman Hijazi, Hajime Inoue, Ashraf Matrawy, ...
KDD
2010
ACM
277views Data Mining» more  KDD 2010»
13 years 8 months ago
Growing a tree in the forest: constructing folksonomies by integrating structured metadata
Many social Web sites allow users to annotate the content with descriptive metadata, such as tags, and more recently to organize content hierarchically. These types of structured ...
Anon Plangprasopchok, Kristina Lerman, Lise Getoor
ICDE
2007
IEEE
170views Database» more  ICDE 2007»
14 years 6 months ago
Tree-Pattern Similarity Estimation for Scalable Content-based Routing
With the advent of XML as the de facto language for data publishing and exchange, scalable distribution of XML data to large, dynamic populations of consumers remains an important...
Raphaël Chand, Pascal Felber, Minos N. Garofa...