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» Data Clustering: A Review
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KDD
2004
ACM
136views Data Mining» more  KDD 2004»
16 years 29 days ago
A cross-collection mixture model for comparative text mining
In this paper, we define and study a novel text mining problem, which we refer to as Comparative Text Mining (CTM). Given a set of comparable text collections, the task of compara...
ChengXiang Zhai, Atulya Velivelli, Bei Yu
DAGM
2008
Springer
15 years 2 months ago
Boosting for Model-Based Data Clustering
In this paper a novel and generic approach for model-based data clustering in a boosting framework is presented. This method uses the forward stagewise additive modeling to learn t...
Amir Saffari, Horst Bischof
BMVC
1998
15 years 1 months ago
A Method for Dynamic Clustering of Data
This paper describes a method for the segmentation of dynamic data. It extends well known algorithms developed in the context of static clustering (e.g., the c-means algorithm, Ko...
Arnaldo J. Abrantes, Jorge S. Marques
ISMIR
2004
Springer
102views Music» more  ISMIR 2004»
15 years 6 months ago
Automatic Record Reviews
Record reviews provide a unique and focused source of linguistic data that can be related to musical recordings, to provide a basis for computational music understanding systems w...
Brian Whitman, Dan Ellis
100
Voted
ACL
2010
14 years 10 months ago
Sentiment Learning on Product Reviews via Sentiment Ontology Tree
Existing works on sentiment analysis on product reviews suffer from the following limitations: (1) The knowledge of hierarchical relationships of products attributes is not fully ...
Wei Wei, Jon Atle Gulla