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» Finding Patterns in Given Intervals
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JMLR
2006
103views more  JMLR 2006»
13 years 8 months ago
Pattern Recognition for Conditionally Independent Data
In this work we consider the task of relaxing the i.i.d. assumption in pattern recognition (or classification), aiming to make existing learning algorithms applicable to a wider r...
Daniil Ryabko
EMNLP
2009
13 years 6 months ago
Geo-mining: Discovery of Road and Transport Networks Using Directional Patterns
One of the most desired information types when planning a trip to some place is the knowledge of transport, roads and geographical connectedness of prominent sites in this place. ...
Dmitry Davidov, Ari Rappoport
KDD
2009
ACM
227views Data Mining» more  KDD 2009»
14 years 9 months ago
Efficiently learning the accuracy of labeling sources for selective sampling
Many scalable data mining tasks rely on active learning to provide the most useful accurately labeled instances. However, what if there are multiple labeling sources (`oracles...
Pinar Donmez, Jaime G. Carbonell, Jeff Schneider
HICSS
2010
IEEE
173views Biometrics» more  HICSS 2010»
14 years 3 months ago
Analysis of Stakeholder/Value Dependency Patterns and Process Implications: A Controlled Experiment
Different classes of information system stakeholders depend on different values to be successful. Understanding stakeholders’ value dependencies is critical for developing softw...
Di Wu, Qi Li, Mei He, Barry W. Boehm, Ye Yang, Sup...
SDM
2010
SIAM
283views Data Mining» more  SDM 2010»
13 years 10 months ago
Cascading Spatio-temporal Pattern Discovery: A Summary of Results
Given a collection of Boolean spatio-temporal(ST) event types, the cascading spatio-temporal pattern (CSTP) discovery process finds partially ordered subsets of event-types whose ...
Pradeep Mohan, Shashi Shekhar, James A. Shine, Jam...