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129
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ICML
2006
IEEE
16 years 3 months ago
Fast time series classification using numerosity reduction
Many algorithms have been proposed for the problem of time series classification. However, it is clear that one-nearest-neighbor with Dynamic Time Warping (DTW) distance is except...
Xiaopeng Xi, Eamonn J. Keogh, Christian R. Shelton...
121
Voted
KDD
2006
ACM
170views Data Mining» more  KDD 2006»
16 years 3 months ago
Classification features for attack detection in collaborative recommender systems
Collaborative recommender systems are highly vulnerable to attack. Attackers can use automated means to inject a large number of biased profiles into such a system, resulting in r...
Robin D. Burke, Bamshad Mobasher, Chad Williams, R...
ADHOCNOW
2006
Springer
15 years 8 months ago
A Classification and Performance Comparison of Mobility Models for Ad Hoc Networks
In mobile ad hoc network research, simulation plays an important role in determining the network characteristics and measuring performance. On the other hand, unrealistic simulatio...
Emre Atsan, Öznur Özkasap
147
Voted
ACIVS
2006
Springer
15 years 6 months ago
Adaptative Road Lanes Detection and Classification
Abstract. This paper presents a Road Detection and Classification algorithm for Driver Assistance Systems (DAS), which tracks several road lanes and identifies the type of lane bou...
Juan Manuel Collado, Cristina Hilario, Arturo de l...
139
Voted
EWCBR
2006
Springer
15 years 6 months ago
Rough Set Feature Selection Algorithms for Textual Case-Based Classification
Feature selection algorithms can reduce the high dimensionality of textual cases and increase case-based task performance. However, conventional algorithms (e.g., information gain)...
Kalyan Moy Gupta, David W. Aha, Philip Moore