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» Estimating the Robustness of Discovered Knowledge
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MM
2003
ACM
123views Multimedia» more  MM 2003»
14 years 26 days ago
Music scale modeling for melody matching
Several time series matching techniques have been proposed for content-based music retrieval. These techniques represent a melody by a time series of pitch values and use time war...
Yongwei Zhu, Mohan S. Kankanhalli
SDM
2009
SIAM
202views Data Mining» more  SDM 2009»
14 years 4 months ago
Proximity-Based Anomaly Detection Using Sparse Structure Learning.
We consider the task of performing anomaly detection in highly noisy multivariate data. In many applications involving real-valued time-series data, such as physical sensor data a...
Tsuyoshi Idé, Aurelie C. Lozano, Naoki Abe,...
SIGCOMM
1997
ACM
13 years 11 months ago
End-to-end Internet Packet Dynamics
We discuss findings from a large-scale study of Internet packet dynamics conducted by tracing 20,000 TCP bulk transfers between 35 Internet sites. Because we traced each 100 Kbyt...
Vern Paxson
KDD
2012
ACM
201views Data Mining» more  KDD 2012»
11 years 10 months ago
Learning from crowds in the presence of schools of thought
Crowdsourcing has recently become popular among machine learning researchers and social scientists as an effective way to collect large-scale experimental data from distributed w...
Yuandong Tian, Jun Zhu
ANTSW
2006
Springer
13 years 11 months ago
Negotiation of Goal Direction for Cooperative Transport
In this paper, we study the cooperative transport of a heavy object by a group of robots towards a goal. We investigate the case in which robots have partial and noisy knowledge of...
Alexandre Campo, Shervin Nouyan, Mauro Birattari, ...