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PKDD
2007
Springer
125views Data Mining» more  PKDD 2007»
9 years 6 months ago
Tag Recommendations in Folksonomies
Collaborative tagging systems allow users to assign keywords—so called “tags”—to resources. Tags are used for navigation, finding resources and serendipitous browsing and ...
Robert Jäschke, Leandro Balby Marinho, Andrea...
PKDD
2007
Springer
124views Data Mining» more  PKDD 2007»
9 years 6 months ago
The Most Reliable Subgraph Problem
Petteri Hintsanen
PKDD
2007
Springer
95views Data Mining» more  PKDD 2007»
9 years 6 months ago
Pruning Relations for Substructure Discovery of Multi-relational Databases
Multirelational data mining methods discover patterns across multiple interlinked tables (relations) in a relational database. In many large organizations, such a multi-relational ...
Hongyu Guo, Herna L. Viktor, Eric Paquet
PKDD
2007
Springer
120views Data Mining» more  PKDD 2007»
9 years 6 months ago
Privacy Preserving Market Basket Data Analysis
Randomized Response techniques have been empirically investigated in privacy preserving association rule mining. However, previous research on privacy preserving market basket data...
Ling Guo, Songtao Guo, Xintao Wu
PKDD
2007
Springer
132views Data Mining» more  PKDD 2007»
9 years 6 months ago
An Algorithm to Find Overlapping Community Structure in Networks
Recent years have seen the development of many graph clustering algorithms, which can identify community structure in networks. The vast majority of these only find disjoint commun...
Steve Gregory
PKDD
2007
Springer
141views Data Mining» more  PKDD 2007»
9 years 6 months ago
Automatic Hidden Web Database Classification
In this paper, a method for automatic classification of Hidden-Web databases is addressed. In our approach, the classification tree for Hidden Web databases is constructed by tailo...
Zhiguo Gong, Jingbai Zhang, Qian Liu
PKDD
2007
Springer
147views Data Mining» more  PKDD 2007»
9 years 6 months ago
MINI: Mining Informative Non-redundant Itemsets
Frequent itemset mining assists the data mining practitioner in searching for strongly associated items (and transactions) in large transaction databases. Since the number of frequ...
Arianna Gallo, Tijl De Bie, Nello Cristianini
PKDD
2007
Springer
146views Data Mining» more  PKDD 2007»
9 years 6 months ago
A Method for Multi-relational Classification Using Single and Multi-feature Aggregation Functions
This paper presents a novel method for multi-relational classification via an aggregation-based Inductive Logic Programming (ILP) approach. We extend the classical ILP representati...
Richard Frank, Flavia Moser, Martin Ester
PKDD
2007
Springer
193views Data Mining» more  PKDD 2007»
9 years 6 months ago
Learning Multi-dimensional Functions: Gas Turbine Engine Modeling
Abstract. This paper shows how multi-dimensional functions, describing the operation of complex equipment, can be learned. The functions are points in a shape space, each produced ...
Chris Drummond
PKDD
2007
Springer
196views Data Mining» more  PKDD 2007»
9 years 6 months ago
Speeding Up Feature Subset Selection Through Mutual Information Relevance Filtering
A relevance filter is proposed which removes features based on the mutual information between class labels and features. It is proven that both feature independence and class condi...
Gert Van Dijck, Marc M. Van Hulle
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