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IMC
2010
ACM
15 years 2 months ago
Flowroute: inferring forwarding table updates using passive flow-level measurements
The reconvergence of routing protocols in response to changes in network topology can impact application performance. While improvements in protocol specification and implementati...
Amogh Dhamdhere, Lee Breslau, Nick G. Duffield, Ch...
KDD
2006
ACM
113views Data Mining» more  KDD 2006»
16 years 4 months ago
A new multi-view regression approach with an application to customer wallet estimation
Motivated by the problem of customer wallet estimation, we propose a new setting for multi-view regression, where we learn a completely unobserved target (in our case, customer wa...
Srujana Merugu, Saharon Rosset, Claudia Perlich
KDD
2006
ACM
191views Data Mining» more  KDD 2006»
16 years 4 months ago
Beyond classification and ranking: constrained optimization of the ROI
Classification has been commonly used in many data mining projects in the financial service industry. For instance, to predict collectability of accounts receivable, a binary clas...
Lian Yan, Patrick Baldasare
IPPS
2010
IEEE
15 years 2 months ago
Distributed monitoring of conditional entropy for anomaly detection in streams
In this work we consider the problem of monitoring information streams for anomalies in a scalable and efficient manner. We study the problem in the context of network streams wher...
Chrisil Arackaparambil, Sergey Bratus, Joshua Brod...
IPSN
2010
Springer
15 years 11 months ago
Online distributed sensor selection
A key problem in sensor networks is to decide which sensors to query when, in order to obtain the most useful information (e.g., for performing accurate prediction), subject to co...
Daniel Golovin, Matthew Faulkner, Andreas Krause