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» Crime Data Mining: An Overview and Case Studies
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KDD
2006
ACM
136views Data Mining» more  KDD 2006»
14 years 8 months ago
Mining quantitative correlated patterns using an information-theoretic approach
Existing research on mining quantitative databases mainly focuses on mining associations. However, mining associations is too expensive to be practical in many cases. In this pape...
Yiping Ke, James Cheng, Wilfred Ng
INCDM
2010
Springer
138views Data Mining» more  INCDM 2010»
13 years 6 months ago
Learning Discriminative Distance Functions for Case Retrieval and Decision Support
The importance of learning distance functions is gradually being acknowledged by the machine learning community, and different techniques are suggested that can successfully learn ...
Alexey Tsymbal, Martin Huber, Shaohua Kevin Zhou
SDM
2007
SIAM
147views Data Mining» more  SDM 2007»
13 years 9 months ago
Constraint-Based Pattern Set Mining
Local pattern mining algorithms generate sets of patterns, which are typically not directly useful and have to be further processed before actual application or interpretation. Ra...
Luc De Raedt, Albrecht Zimmermann
IV
2005
IEEE
94views Visualization» more  IV 2005»
14 years 1 months ago
Community Mining Tool Using Bibliography Data
Research communities are very important for researchers undertaking new research topics. In this paper, we propose a community mining system using bibliography data in order to ï¬...
Ryutaro Ichise, Hideaki Takeda, Kosuke Ueyama
WSOM
2009
Springer
14 years 2 months ago
Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map
The complex phenomena of political science are typically studied using qualitative approach, potentially supported by hypothesisdriven statistical analysis of some numerical data. ...
Pyry Niemelä, Timo Honkela