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SIGKDD
2008
150views more  SIGKDD 2008»
13 years 11 months ago
Learning to improve area-under-FROC for imbalanced medical data classification using an ensemble method
This paper presents our solution for KDD Cup 2008 competition that aims at optimizing the area under ROC for breast cancer detection. We exploited weighted-based classification me...
Hung-Yi Lo, Chun-Min Chang, Tsung-Hsien Chiang, Ch...
ICASSP
2008
IEEE
14 years 5 months ago
Factorized variational approximations for acoustic multi source localization
Estimation based on received signal strength (RSS) is crucial in sensor networks for sensor localization, target tracking, etc. In this paper, we present a Gaussian approximation ...
Volkan Cevher, Aswin C. Sankaranarayanan, Rama Che...
ICASSP
2008
IEEE
14 years 5 months ago
Some results on 16-QAM MIMO detection using semidefinite relaxation
Semidefinite relaxation (SDR) is a high-performance efficient approach to MIMO detection especially for the BPSK or QPSK constellations. Recently, a number of research endeavors...
Wing-Kin Ma, Chao-Cheng Su, Joakim Jalden, Chong-Y...
ICPR
2008
IEEE
14 years 5 months ago
A stochastic nearest neighbor character prototype approach for online writer identification
One novel technique for identifying the writer of an online handwritten document is proposed. This technique makes use of a character prototype distribution to model the specific ...
Guo Xian Tan, Christian Viard-Gaudin, Alex ChiChun...
IEEEIAS
2008
IEEE
14 years 5 months ago
Adaptive Dynamic Reaction to Automotive IT Security Incidents Using Multimedia Car Environment
Modern cars offer an increasingly powerful Multimedia environment. While also the potential for an application as Human Computer Interface (HCI) is growing, in this paper we conce...
Tobias Hoppe, Stefan Kiltz, Jana Dittmann