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» Generating Seeded Trees from Data Sets
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121
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SMC
2007
IEEE
15 years 10 months ago
ADtrees for sequential data and n-gram Counting
Abstract— We consider the problem of efficiently storing ngram counts for large n over very large corpora. In such cases, the efficient storage of sufficient statistics can ha...
Robert Van Dam, Dan Ventura
180
Voted
FLAIRS
2004
15 years 6 months ago
Inducing Fuzzy Decision Trees in Non-Deterministic Domains using CHAID
Most decision tree induction methods used for extracting knowledge in classification problems are unable to deal with uncertainties embedded within the data, associated with human...
Jay Fowdar, Zuhair Bandar, Keeley A. Crockett
KDD
2000
ACM
121views Data Mining» more  KDD 2000»
15 years 8 months ago
Mining high-speed data streams
Many organizations today have more than very large databases; they have databases that grow without limit at a rate of several million records per day. Mining these continuous dat...
Pedro Domingos, Geoff Hulten
125
Voted
FOCS
2008
IEEE
15 years 11 months ago
Leakage-Resilient Cryptography
We construct a stream-cipher SC whose implementation is secure even if a bounded amount of arbitrary (adaptively, adversarially chosen) information about the internal state of SC ...
Stefan Dziembowski, Krzysztof Pietrzak
150
Voted
EDBT
2004
ACM
172views Database» more  EDBT 2004»
16 years 4 months ago
Efficient Similarity Search for Hierarchical Data in Large Databases
Structured and semi-structured object representations are getting more and more important for modern database applications. Examples for such data are hierarchical structures inclu...
Karin Kailing, Hans-Peter Kriegel, Stefan Schö...