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» Template detection via data mining and its applications
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PAKDD
2009
ACM
103views Data Mining» more  PAKDD 2009»
15 years 4 months ago
Hot Item Detection in Uncertain Data
Abstract. An object o of a database D is called a hot item, if there is a sufficiently large population of other objects in D that are similar to o. In other words, hot items are ...
Thomas Bernecker, Hans-Peter Kriegel, Matthias Ren...
PAKDD
2009
ACM
149views Data Mining» more  PAKDD 2009»
15 years 2 months ago
A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data
Detecting outliers which are grossly different from or inconsistent with the remaining dataset is a major challenge in real-world KDD applications. Existing outlier detection met...
Ke Zhang, Marcus Hutter, Huidong Jin
ICIP
2001
IEEE
15 years 11 months ago
Scene boundary detection via video self-similarity analysis
In this paper, we present a novel framework for analyzing video using self-similarity. Video scenes are located by analyzing inter-frame similarity matrices. The approach is flexi...
Matthew L. Cooper, Jonathan Foote
KDD
2002
ACM
113views Data Mining» more  KDD 2002»
15 years 9 months ago
Scalable robust covariance and correlation estimates for data mining
Covariance and correlation estimates have important applications in data mining. In the presence of outliers, classical estimates of covariance and correlation matrices are not re...
Fatemah A. Alqallaf, Kjell P. Konis, R. Douglas Ma...
KDD
2004
ACM
198views Data Mining» more  KDD 2004»
15 years 2 months ago
Mining traffic data from probe-car system for travel time prediction
We are developing a technique to predict travel time of a vehicle for an objective road section, based on real time traffic data collected through a probe-car system. In the area ...
Takayuki Nakata, Jun-ichi Takeuchi