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125
Voted
ICRA
2009
IEEE
15 years 1 months ago
2009
IEEE
This paper presents a fast and robust algorithm for extracting significant places from a set of raw GPS data points. Determining such places provides valuable context information ...
108
Voted
PKDD
2005
Springer
15 years 8 months ago
2005
Springer
Numeric data has traditionally received little attention in the field of Multi-Relational Data Mining (MRDM). It is often assumed that numeric data can simply be turned into symbol...
120
Voted
KDD
2002
ACM
16 years 3 months ago
2002
ACM
In this paper, we propose a general framework for real time video data mining to be applied to the raw videos (traffic videos, surveillance videos, etc.). We investigate whether t...
112
click to vote
PAKDD
2009
ACM
15 years 10 months ago
2009
ACM
Data mining for intrusion detection can be divided into several sub-topics, among which unsupervised clustering has controversial properties. Unsupervised clustering for intrusion...
107
click to vote
ADMA
2005
Springer
15 years 8 months ago
2005
Springer
Abstract. This paper proposes a new support vector machine (SVM) with a robust loss function for data mining. Its dual optimal formation is also constructed. A gradient based algor...