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ADMA
2006
Springer
110views Data Mining» more  ADMA 2006»
14 years 1 months ago
Learning with Local Drift Detection
Abstract. Most of the work in Machine Learning assume that examples are generated at random according to some stationary probability distribution. In this work we study the problem...
João Gama, Gladys Castillo
KDD
1995
ACM
67views Data Mining» more  KDD 1995»
14 years 1 months ago
A Perspective on Databases and Data Mining
We discuss the use of database met hods for data mining. Recently impressive results have been achieved for some data mining problems using highly specialized and clever data stru...
Marcel Holsheimer, Martin L. Kersten, Heikki Manni...
EDBT
2009
ACM
131views Database» more  EDBT 2009»
14 years 1 months ago
Sample synopses for approximate answering of group-by queries
With the amount of data in current data warehouse databases growing steadily, random sampling is continuously gaining in importance. In particular, interactive analyses of large d...
Philipp Rösch, Wolfgang Lehner
AIIDE
2008
14 years 7 days ago
Offline Planning with Hierarchical Task Networks in Video Games
Artificial intelligence (AI) technology can have a dramatic impact on the quality of video games. AI planning techniques are useful in a wide range of game components, including m...
John Paul Kelly, Adi Botea, Sven Koenig
WSC
2007
14 years 7 days ago
Building composable bridges between the conceptual space and the implementation space
Often the process and effort in building interoperable Command and Control (C2) systems and simulations can be arduous. Invariably the difficulty is in understanding what is inten...
Paul Gustavson, Tram Chase