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» Using Clustering Methods for Discovering Event Structures
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202
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ISICA
2009
Springer
15 years 9 months ago
Detecting Network Anomalies Using CUSUM and EM Clustering
Abstract. Intrusion detection has been extensively studied in the last two decades. However, most existing intrusion detection techniques detect limited number of attack types and ...
Wei Lu, Hengjian Tong
MCS
2005
Springer
15 years 8 months ago
Cluster-Based Cumulative Ensembles
Abstract. In this paper, we propose a cluster-based cumulative representation for cluster ensembles. Cluster labels are mapped to incrementally accumulated clusters, and a matching...
Hanan Ayad, Mohamed S. Kamel
124
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APVIS
2006
15 years 3 months ago
Ripple presentation for tree structures with historical information
We propose a new method for representing tree structures with historical information. We call this method Ripple Presentation. Categories of nodes are represented by the angles of...
Masaki Ishihara, Kazuo Misue, Jiro Tanaka
COLING
2010
14 years 9 months ago
Metaphor Identification Using Verb and Noun Clustering
We present a novel approach to automatic metaphor identification in unrestricted text. Starting from a small seed set of manually annotated metaphorical expressions, the system is...
Ekaterina Shutova, Lin Sun, Anna Korhonen
PKDD
2010
Springer
177views Data Mining» more  PKDD 2010»
15 years 26 days ago
ITCH: Information-Theoretic Cluster Hierarchies
Hierarchical clustering methods are widely used in various scientific domains such as molecular biology, medicine, economy, etc. Despite the maturity of the research field of hie...
Christian Böhm, Frank Fiedler, Annahita Oswal...