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» Classifier Selection Based on Data Complexity Measures
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INFOCOM
2012
IEEE
13 years 10 days ago
A tale of three CDNs: An active measurement study of Hulu and its CDNs
— We study the Hulu online video service via active measurements. It is known that Hulu utilizes multiple CDNs to serve users’ video requests. The focus of this study is on how...
Vijay Kumar Adhikari, Yang Guo, Fang Hao, Volker H...
ML
2000
ACM
103views Machine Learning» more  ML 2000»
14 years 9 months ago
Nonparametric Time Series Prediction Through Adaptive Model Selection
We consider the problem of one-step ahead prediction for time series generated by an underlying stationary stochastic process obeying the condition of absolute regularity, describi...
Ron Meir
JMLR
2006
132views more  JMLR 2006»
14 years 10 months ago
Learning to Detect and Classify Malicious Executables in the Wild
We describe the use of machine learning and data mining to detect and classify malicious executables as they appear in the wild. We gathered 1,971 benign and 1,651 malicious execu...
Jeremy Z. Kolter, Marcus A. Maloof
IEAAIE
2005
Springer
15 years 3 months ago
A SOM Based Approach for Visualization of GSM Network Performance Data
In this paper, a neural network based approach to visualize performance data of a GSM network is presented. The proposed approach consists of several steps. First, a suitable propo...
Pasi Lehtimäki, Kimmo Raivio
IMC
2003
ACM
15 years 3 months ago
Constructing internet coordinate system based on delay measurement
In this paper, we consider the problem of how to represent the locations of Internet hosts in a Cartesian coordinate system to facilitate estimate of the network distance between ...
Hyuk Lim, Jennifer C. Hou, Chong-Ho Choi