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Data Mining and Knowledge Discovery (DATAMINE) - January 2013, issue 1 论文列表

本期论文列表
A single pass algorithm for clustering evolving data streams based on swarm intelligence

A preconditioned conjugate gradient algorithm for GeneRank with application to microarray data mining

Regularized nonnegative shared subspace learning

Exploiting unlabeled data to enhance ensemble diversity

Summarizing categorical data by clustering attributes

Score-based methods for learning Markov boundaries by searching in constrained spaces

Erratum to: Mining local and tail dependence structures based on pointwise mutual information

Parameter-less co-clustering for star-structured heterogeneous data

Active hashing and its application to image and text retrieval

Experimental comparison of representation methods and distance measures for time series data

Using derivatives in time series classification

A survey on enhanced subspace clustering

Enhanced spatiotemporal relational probability trees and forests

Solving non-negative matrix factorization by alternating least squares with a modified strategy

Projective clustering ensembles

Dependence maps, a dimensionality reduction with dependence distance for high-dimensional data

Representations for multi-document event clustering

Topic model for analyzing purchase data with price information

Closed and noise-tolerant patterns in n-ary relations