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KDD
2010
ACM
235views Data Mining» more  KDD 2010»
15 years 7 months ago
Direct mining of discriminative patterns for classifying uncertain data
Classification is one of the most essential tasks in data mining. Unlike other methods, associative classification tries to find all the frequent patterns existing in the input...
Chuancong Gao, Jianyong Wang
151
Voted
TKDE
2008
156views more  TKDE 2008»
15 years 3 months ago
A Framework for Mining Sequential Patterns from Spatio-Temporal Event Data Sets
Given a large spatio-temporal database of events, where each event consists of the fields event ID, time, location, and event type, mining spatio-temporal sequential patterns ident...
Yan Huang, Liqin Zhang, Pusheng Zhang
IS
2010
15 years 2 months ago
Tree pattern mining with tree automata constraints
Most work on pattern mining focuses on simple data structures such as itemsets and sequences of itemsets. However, a lot of recent applications dealing with complex data like chem...
Sandra de Amo, Nyara A. Silva, Ronaldo P. Silva, F...
142
Voted
DILS
2009
Springer
15 years 10 months ago
Site-Wide Wrapper Induction for Life Science Deep Web Databases
We present a novel approach to automatic information extraction from Deep Web Life Science databases using wrapper induction. Traditional wrapper induction techniques focus on lear...
Saqib Mir, Steffen Staab, Isabel Rojas
CDB
2004
Springer
172views Database» more  CDB 2004»
15 years 9 months ago
Constraint Database Solutions to the Genome Map Assembly Problem
Abstract. Long DNA sequences have to be cut using restriction enzymes into small fragments whose lengths and/or nucleotide sequences can be analyzed by currently available technolo...
Viswanathan Ramanathan, Peter Z. Revesz