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143
Voted
RSCTC
2000
Springer
143views Fuzzy Logic» more  RSCTC 2000»
15 years 7 months ago
On Efficient Construction of Decision Trees from Large Databases
The main task in decision tree construction algorithms is to find the "best partition" of the set of objects. In this paper, we investigate the problem of optimal binary ...
Hung Son Nguyen
142
Voted
VLDB
1991
ACM
123views Database» more  VLDB 1991»
15 years 7 months ago
Rule Management in Object Oriented Databases: A Uniform Approach
Rules have been proposed for providing active behaviour in DBMS. Previous attempts to add rules to Object Oriented DBs have often resulted in a dichotomy between rules and other k...
Oscar Díaz, Norman W. Paton, Peter M. D. Gr...
IDA
2009
Springer
15 years 1 months ago
Trajectory Voting and Classification Based on Spatiotemporal Similarity in Moving Object Databases
We propose a method for trajectory classification based on trajectory voting in Moving Object Databases (MOD). Trajectory voting is performed based on local trajectory similarity. ...
Costas Panagiotakis, Nikos Pelekis, Ioannis Kopana...
SIGSAND
2008
15 years 5 months ago
Relational Model Driven Application Design
Abstract: A closer look at typical information systems shows that relatively simple routines often contribute significantly to the overall expenses of the software development proc...
Michael Guckert, René Gerlach
137
Voted
ICDM
2003
IEEE
136views Data Mining» more  ICDM 2003»
15 years 9 months ago
Statistical Relational Learning for Document Mining
A major obstacle to fully integrated deployment of many data mining algorithms is the assumption that data sits in a single table, even though most real-world databases have compl...
Alexandrin Popescul, Lyle H. Ungar, Steve Lawrence...