Sciweavers

1957 search results - page 11 / 392
» Summarization - Compressing Data into an Informative Represe...
Sort
View
KDD
2012
ACM
185views Data Mining» more  KDD 2012»
11 years 10 months ago
A framework for summarizing and analyzing twitter feeds
The firehose of data generated by users on social networking and microblogging sites such as Facebook and Twitter is enormous. Real-time analytics on such data is challenging wit...
Xintian Yang, Amol Ghoting, Yiye Ruan, Srinivasan ...
NIPS
2003
13 years 9 months ago
Optimal Manifold Representation of Data: An Information Theoretic Approach
We introduce an information theoretic method for nonparametric, nonlinear dimensionality reduction, based on the infinite cluster limit of rate distortion theory. By constraining...
Denis V. Chigirev, William Bialek
IRAL
2003
ACM
14 years 1 months ago
A practical text summarizer by paragraph extraction for Thai
In this paper, we propose a practical approach for extracting the most relevant paragraphs from the original document to form a summary for Thai text. The idea of our approach is ...
Chuleerat Jaruskulchai, Canasai Kruengkrai
CAV
2007
Springer
121views Hardware» more  CAV 2007»
14 years 1 months ago
Low-Level Library Analysis and Summarization
Programs typically make extensive use of libraries, including dynamically linked libraries, which are often not available in source-code form, and hence not analyzable by tools tha...
Denis Gopan, Thomas W. Reps
SIGKDD
2010
126views more  SIGKDD 2010»
13 years 2 months ago
MultiClust 2010: discovering, summarizing and using multiple clusterings
Traditional clustering focuses on finding a single best clustering solution from data. However, given a single data set, one could interpret it in different ways. This is particul...
Xiaoli Z. Fern, Ian Davidson, Jennifer G. Dy