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UAI
2000
15 years 8 months ago
Gaussian Process Networks
In this paper we address the problem of learning the structure of a Bayesian network in domains with continuous variables. This task requires a procedure for comparing different c...
Nir Friedman, Iftach Nachman
SODA
2010
ACM
174views Algorithms» more  SODA 2010»
15 years 5 months ago
Cache-Oblivious Dynamic Dictionaries with Update/Query Tradeoffs
Several existing cache-oblivious dynamic dictionaries achieve O(logB N) (or slightly better O(logB N M )) memory transfers per operation, where N is the number of items stored, M ...
Gerth Stølting Brodal, Erik D. Demaine, Jer...
ROBOCUP
2005
Springer
102views Robotics» more  ROBOCUP 2005»
16 years 6 days ago
Discovering Relevant Sensor Data by Q-Analysis
Abstract. This paper proposes a novel method for supervised classification based on the methodology of Q-analysis. The classification is based on finding ‘relevant’ structur...
Pejman Iravani
ICDM
2010
IEEE
119views Data Mining» more  ICDM 2010»
15 years 4 months ago
Visually Controllable Data Mining Methods
A large number of data mining methods are, as such, not applicable to fast, intuitive, and interactive use. Thus, there is a need for visually controllable data mining methods. Suc...
Kai Puolamäki, Panagiotis Papapetrou, Jefrey ...
DKE
2006
125views more  DKE 2006»
15 years 6 months ago
Online clustering of parallel data streams
In recent years, the management and processing of so-called data streams has become a topic of active research in several fields of computer science such as, e.g., distributed sys...
Jürgen Beringer, Eyke Hüllermeier