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SIGKDD
2010
96views more  SIGKDD 2010»
8 years 10 months ago
Eighth workshop on mining and learning with graphs
Ulf Brefeld, Lise Getoor, Sofus A. Macskassy
SIGKDD
2010
111views more  SIGKDD 2010»
8 years 10 months ago
Unexpected results in automatic list extraction on the web
The discovery and extraction of general lists on the Web continues to be an important problem facing the Web mining community. There have been numerous studies that claim to autom...
Tim Weninger, Fabio Fumarola, Rick Barber, Jiawei ...
SIGKDD
2010
146views more  SIGKDD 2010»
8 years 10 months ago
Latent semantic indexing (LSI) fails for TREC collections
The aim of latent semantic indexing (LSI) is to uncover the relationships between terms, hidden concepts, and documents. LSI uses the matrix factorization technique known as singu...
Avinash Atreya, Charles Elkan
SIGKDD
2010
151views more  SIGKDD 2010»
8 years 10 months ago
Limitations of matrix completion via trace norm minimization
In recent years, compressive sensing attracts intensive attentions in the field of statistics, automatic control, data mining and machine learning. It assumes the sparsity of the ...
Xiaoxiao Shi, Philip S. Yu
SIGKDD
2010
259views more  SIGKDD 2010»
8 years 10 months ago
Activity recognition using cell phone accelerometers
Mobile devices are becoming increasingly sophisticated and the latest generation of smart cell phones now incorporates many diverse and powerful sensors. These sensors include GPS...
Jennifer R. Kwapisz, Gary M. Weiss, Samuel Moore
SIGKDD
2010
101views more  SIGKDD 2010»
8 years 10 months ago
Unexpected results in online controlled experiments
Controlled experiments, also called randomized experiments and A/B tests, have had a profound influence on multiple fields, including medicine, agriculture, manufacturing, and adv...
Ron Kohavi, Roger Longbotham
SIGKDD
2010
183views more  SIGKDD 2010»
8 years 10 months ago
Inactive learning?: difficulties employing active learning in practice
Despite the tremendous level of adoption of machine learning techniques in real-world settings, and the large volume of research on active learning, active learning techniques hav...
Josh Attenberg, Foster J. Provost
SIGKDD
2010
100views more  SIGKDD 2010»
8 years 10 months ago
On exploiting hierarchical label structure with pairwise classifiers
The goal of this work was to test whether the performance of a regular pairwise classifier can be improved when additional information about the hierarchical class structure is ad...
Johannes Fürnkranz, Jan Frederik Sima
SIGKDD
2010
135views more  SIGKDD 2010»
8 years 10 months ago
Novel data stream pattern mining report on the StreamKDD'10 workshop
This report summarizes the First International Workshop on Novel Data Stream Pattern Mining held at the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mi...
Margaret H. Dunham, Michael Hahsler, Myra Spiliopo...
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