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» Data Mining in the Bioinformatics Domain
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SDM
2012
SIAM
247views Data Mining» more  SDM 2012»
13 years 2 months ago
Simplex Distributions for Embedding Data Matrices over Time
Early stress recognition is of great relevance in precision plant protection. Pre-symptomatic water stress detection is of particular interest, ultimately helping to meet the chal...
Kristian Kersting, Mirwaes Wahabzada, Christoph R&...
KDD
2008
ACM
159views Data Mining» more  KDD 2008»
16 years 8 days ago
Semi-supervised learning with data calibration for long-term time series forecasting
Many time series prediction methods have focused on single step or short term prediction problems due to the inherent difficulty in controlling the propagation of errors from one ...
Haibin Cheng, Pang-Ning Tan
DBA
2004
113views Database» more  DBA 2004»
15 years 1 months ago
A Quality Measure for Distributed Clustering
Clustering has become an increasingly important task in modern application domains. Mostly, the data are originally collected at different sites. In order to extract information f...
Eshref Januzaj, Hans-Peter Kriegel, Martin Pfeifle
BIRD
2008
Springer
123views Bioinformatics» more  BIRD 2008»
15 years 1 months ago
E-BioFlow: Different Perspectives on Scientific Workflows
We introduce a new type of workflow design system called e-BioFlow and illustrate it by means of a simple sequence alignment workflow. E-BioFlow, intended to model advanced scienti...
Ingo H. C. Wassink, Han Rauwerda, Paul E. van der ...
FLAIRS
2010
15 years 2 months ago
Handling of Numeric Ranges for Graph-Based Knowledge Discovery
Nowadays, graph-based knowledge discovery algorithms do not consider numeric attributes (they are discarded in the preprocessing step, or they are treated as alphanumeric values w...
Oscar E. Romero, Jesus A. Gonzalez, Lawrence B. Ho...