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Data Mining and Knowledge Discovery (DATAMINE) - August 2008, issue 1 论文列表

本期论文列表
Guest Editors’ Introduction: Special issue of Selected Papers from ECML PKDD 2008

Finding reliable subgraphs from large probabilistic graphs

A space efficient solution to the frequent string mining problem for many databases

The Boolean column and column-row matrix decompositions

SkyGraph: an algorithm for important subgraph discovery in relational graphs

Mining conjunctive sequential patterns

Adequate condensed representations of patterns

Two heads better than one: pattern discovery in time-evolving multi-aspect data

Efficiently finding unusual shapes in large image databases

Efficient algorithms for segmentation of item-set time series

Learning to hash: forgiving hash functions and applications

Parallell interacting MCMC for learning of topologies of graphical models

An integrated, generic approach to pattern mining: data mining template library

Guest editorial: special issue on utility-based data mining

Cost-sensitive learning with conditional Markov networks

Quantifying counts and costs via classification

PRIE: a system for generating rulelists to maximize ROC performance

Automatically countering imbalance and its empirical relationship to cost

Maximizing classifier utility when there are data acquisition and modeling costs

Pessimistic cost-sensitive active learning of decision trees for profit maximizing targeting campaigns

Classification trees and decision-analytic feedforward control: a case study from the video game industry