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ICDM
2010
IEEE
217views Data Mining» more  ICDM 2010»
15 years 3 months ago
Discovering Temporal Features and Relations of Activity Patterns
An important problem that arises during the data mining process in many new emerging application domains is mining data with temporal dependencies. One such application domain is a...
Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook
LREC
2008
66views Education» more  LREC 2008»
15 years 6 months ago
Connecting Text Mining and Pathways using the PathText Resource
Many systems have been developed in the past few years to assist researchers in the discovery of knowledge published as English text, for example in the PubMed database. At the sa...
Rune Sætre, Brian Kemper, Kanae Oda, Naoaki ...
CORR
2010
Springer
166views Education» more  CORR 2010»
15 years 5 months ago
A CHAID Based Performance Prediction Model in Educational Data Mining
The performance in higher secondary school education in India is a turning point in the academic lives of all students. As this academic performance is influenced by many factors,...
M. Ramaswami, R. Bhaskaran
ICEIS
2009
IEEE
15 years 2 months ago
Mining Patterns in the Presence of Domain Knowledge
One of the main difficulties of pattern mining is to deal with items of different nature in the same itemset, which can occur in any domain except basket analysis. Indeed, if we co...
Cláudia Antunes
VLDB
2007
ACM
179views Database» more  VLDB 2007»
16 years 5 months ago
Mining Approximate Top-K Subspace Anomalies in Multi-Dimensional Time-Series Data
Market analysis is a representative data analysis process with many applications. In such an analysis, critical numerical measures, such as profit and sales, fluctuate over time a...
Xiaolei Li, Jiawei Han