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» Compressing Pattern Databases
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97
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WIA
2005
Springer
15 years 6 months ago
Compressing XML Documents Using Recursive Finite State Automata
Abstract. We propose a scheme for automatically generating compressors for XML documents from Document Type Definition(DTD) specifications. Our algorithm is a lossless adaptive a...
Hariharan Subramanian, Priti Shankar
108
Voted
EDBT
2006
ACM
179views Database» more  EDBT 2006»
16 years 20 days ago
TrajPattern: Mining Sequential Patterns from Imprecise Trajectories of Mobile Objects
Abstract. Mobile objects have become ubiquitous in our everyday lives, ranging from cellular phones to sensors, therefore, analyzing and mining mobile data becomes an interesting p...
Jiong Yang, Meng Hu
185
Voted
ICDE
2006
IEEE
152views Database» more  ICDE 2006»
16 years 1 months ago
Mining Actionable Patterns by Role Models
Data mining promises to discover valid and potentially useful patterns in data. Often, discovered patterns are not useful to the user. "Actionability" addresses this pro...
Ke Wang, Yuelong Jiang, Alexander Tuzhilin
85
Voted
ICDE
2007
IEEE
104views Database» more  ICDE 2007»
15 years 6 months ago
Filtering Frequent Spatial Patterns with Qualitative Spatial Reasoning
In frequent geographic pattern mining a large amount of patterns can be non-novel and non-interesting. This problem has been addressed recently, and background knowledge is used t...
Vania Bogorny, Bart Moelans, Luis Otávio Al...
83
Voted
VLDB
2005
ACM
100views Database» more  VLDB 2005»
15 years 6 months ago
PSYCHO: A Prototype System for Pattern Management
Patterns represent in a compact and rich in semantics way huge quantity of heterogeneous data. Due to their characteristics, specific systems are required for pattern management,...
Barbara Catania, Anna Maddalena, Maurizio Mazza