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» On Evaluation of Outlier Rankings and Outlier Scores
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ICDM
2007
IEEE
301views Data Mining» more  ICDM 2007»
13 years 9 months ago
Stream Event Detection: A Unified Framework for Mining Outlier, Change and Burst Simultaneously over Data Stream
Event detection is one of the most important issues of event processing system, especially Complex Event Processing (CEP). Outlier event, change event and burst event are three ty...
Zhijian Yuan, Kai Du, Yan Jia, Jiajia Miao
KDD
2008
ACM
234views Data Mining» more  KDD 2008»
14 years 6 months ago
Angle-based outlier detection in high-dimensional data
Detecting outliers in a large set of data objects is a major data mining task aiming at finding different mechanisms responsible for different groups of objects in a data set. All...
Hans-Peter Kriegel, Matthias Schubert, Arthur Zime...
CSDA
2007
111views more  CSDA 2007»
13 years 5 months ago
On rank tests for shift detection in time series
Robustified rank tests, applying a robust scale estimator, are investigated for reliable and fast shift detection in time series. The tests show good power for sufficiently larg...
Roland Fried, Ursula Gather
ACL
2006
13 years 7 months ago
Automated Japanese Essay Scoring System based on Articles Written by Experts
We have developed an automated Japanese essay scoring system called Jess. The system needs expert writings rather than expert raters to build the evaluation model. By detecting st...
Tsunenori Ishioka, Masayuki Kameda
CORR
2007
Springer
121views Education» more  CORR 2007»
13 years 5 months ago
Iterative Filtering for a Dynamical Reputation System
The paper introduces a novel iterative method that assigns a reputation to n + m items: n raters and m objects. Each rater evaluates a subset of objects leading to a n × m rating...
Cristobald de Kerchove, Paul Van Dooren