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» Mining Duplicate Tasks from Discovered Processes
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AEI
2007
119views more  AEI 2007»
15 years 3 months ago
Exploring the CSCW spectrum using process mining
Process mining techniques allow for extracting information from event logs. For example, the audit trails of a workflow management system or the transaction logs of an enterprise ...
Wil M. P. van der Aalst
PREMI
2007
Springer
15 years 9 months ago
Discovery of Process Models from Data and Domain Knowledge: A Rough-Granular Approach
The rapid expansion of the Internet has resulted not only in the ever-growing amount of data stored therein, but also in the burgeoning complexity of the concepts and phenomena per...
Andrzej Skowron
165
Voted
GRC
2010
IEEE
15 years 4 months ago
Local Pattern Mining from Sequences Using Rough Set Theory
Abstract--Sequential pattern mining is a crucial but challenging task in many applications, e.g., analyzing the behaviors of data in transactions and discovering frequent patterns ...
Ken Kaneiwa, Yasuo Kudo
ISMIS
1997
Springer
15 years 7 months ago
Discovering Empirical Equations from Robot-Collected Data
Discovery of multidimensional empirical equations has been a task of systems such as BACON and FAHRENHEIT. When confronted with data collected in a robotic experiment, BACON-like g...
Kuang-Ming Huang, Jan M. Zytkow
BMCBI
2008
141views more  BMCBI 2008»
15 years 3 months ago
Ontology-guided data preparation for discovering genotype-phenotype relationships
Complexity of post-genomic data and multiplicity of mining strategies are two limits to Knowledge Discovery in Databases (KDD) in life sciences. Because they provide a semantic fr...
Adrien Coulet, Malika Smaïl-Tabbone, Pascale ...