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