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ACMSE
2008
ACM
15 years 7 months ago
Mining frequent sequential patterns with first-occurrence forests
In this paper, a new pattern-growth algorithm is presented to mine frequent sequential patterns using First-Occurrence Forests (FOF). This algorithm uses a simple list of pointers...
Erich Allen Peterson, Peiyi Tang
KDD
2006
ACM
130views Data Mining» more  KDD 2006»
16 years 5 months ago
Mining relational data through correlation-based multiple view validation
Commercial relational databases currently store vast amounts of real-world data. The data within these relational repositories are represented by multiple relations, which are int...
Hongyu Guo, Herna L. Viktor
131
Voted
CORR
2007
Springer
110views Education» more  CORR 2007»
15 years 5 months ago
Computer algebra in systems biology
Systems biology focuses on the study of entire biological systems rather than on their individual components. With the emergence of high-throughput data generation technologies for...
Reinhard C. Laubenbacher, Bernd Sturmfels
JIB
2007
121views more  JIB 2007»
15 years 4 months ago
Deriving biological applications from domain specific process models
In this paper we present how the process modeling and execution tools iPM and iPE can be used to model and execute biological processes. The main focus of this paper is on the fle...
Stefan Jablonski, Matthias Färber, Bernhard V...
SDM
2007
SIAM
118views Data Mining» more  SDM 2007»
15 years 6 months ago
On Privacy-Preservation of Text and Sparse Binary Data with Sketches
In recent years, privacy preserving data mining has become very important because of the proliferation of large amounts of data on the internet. Many data sets are inherently high...
Charu C. Aggarwal, Philip S. Yu