Titlebook: Advanced Data Mining and Applications; 7th International Co Jie Tang,Irwin King,Jianyong Wang Conference proceedings 2011 Springer-Verlag G

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https://doi.org/10.1007/978-3-662-26598-7s. We make use of a bipolar-valued dual similarity-dissimilarity relation and perform the clustering process by first finding a set of cluster cores and then building a final partition by adding the objects left out to a core in a way which best fits the initial bipolar-valued similarity relation.

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Berlin und seine Eisenbahnen 1846–1896 itemsets using less space, thus being more suitable for stream mining. This paper focuses on mining maximal frequent itemsets approximately over a stream landmark model. We separate the continuously arriving transactions into sections and maintain them with 3-tuple lists indexed by an extended dire

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https://doi.org/10.1007/978-3-663-04524-3e challenge is to obtain valid results while preserving this property in each related party. In this paper, we propose a new approach based on enrichment of graphs where each party does the cluster of each entity (instance), but does nothing about the attributes (features or variables) of the other

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Jürgen Fijalkowski,Peter Hauck,Alf Mintzel very large spatio-temporal datasets into relevant subsets as well as to help visualisation tools to effectively display the results. Cluster-based mining methods have proven to be successful at reducing the large size of raw data by extracting useful knowledge as representatives. As a consequence,

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Frauke Lehmann,Norbert Meyerhöferustering approach addresses this issue by expanding a new query with related existing queries that were generated by other users. However, the query clustering approach is unable to cluster queries that are intrinsically related but neither contain common terms nor return common clicked Web page URL

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Bürgergesellschaft und Demokratienatorial optimization problem, which solves how to find a best composition plan that maximizes user’s QoS requirement. In this paper a QoS-aware Web services selection model is proposed using AND/OR Graph after discussing the QoS critera. The model is not only capable of dealing with sequence relati

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Wulff Aengevelt,Bodo Freyer,Fred Müggend ranking influential authors who post topic-specific high-quality contents is a challenge. In this paper, we present a way to measure the quality of tweets, which accordingly determines the influence of their authors. The quality of the tweet is evaluated according to the topic focus degree, the r