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PKDD
2010
Springer
164views Data Mining» more  PKDD 2010»
15 years 5 months ago
Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations
Partially observable Markov decision processes (POMDPs) are widely used for planning under uncertainty. In many applications, the huge size of the POMDP state space makes straightf...
Joni Pajarinen, Jaakko Peltonen, Ari Hottinen, Mik...
PKDD
2010
Springer
125views Data Mining» more  PKDD 2010»
15 years 5 months ago
NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification
Abstract. Pattern-based classification has demonstrated its power in recent studies, but because the cost of mining discriminative patterns as features in classification is very ex...
Hyungsul Kim, Sangkyum Kim, Tim Weninger, Jiawei H...
217
Voted
DAWAK
2009
Springer
15 years 5 months ago
BitCube: A Bottom-Up Cubing Engineering
Enhancing on line analytical processing through efficient cube computation plays a key role in Data Warehouse management. Hashing, grouping and mining techniques are commonly used ...
Alfredo Ferro, Rosalba Giugno, Piera Laura Puglisi...
DSL
2009
15 years 5 months ago
CLOPS: A DSL for Command Line Options
Programmers often write custom parsers for the command line input of their programs. They do so, in part, because they believe that both their program's parameterization and t...
Mikolás Janota, Fintan Fairmichael, Viliam ...
256
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EDBT
2009
ACM
137views Database» more  EDBT 2009»
15 years 5 months ago
Flexible and scalable storage management for data-intensive stream processing
Data Stream Management Systems (DSMS) operate under strict performance requirements. Key to meeting such requirements is to efficiently handle time-critical tasks such as managing...
Irina Botan, Gustavo Alonso, Peter M. Fischer, Don...
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