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ICANN
2009
Springer
15 years 11 months ago
Empirical Study of the Universum SVM Learning for High-Dimensional Data
Abstract. Many applications of machine learning involve sparse highdimensional data, where the number of input features is (much) larger than the number of data samples, d n. Predi...
Vladimir Cherkassky, Wuyang Dai
ICVS
2001
Springer
15 years 11 months ago
Adapting Object Recognition across Domains: A Demonstration
High-level vision systems use object, scene or domain specific knowledge to interpret images. Unfortunately, this knowledge has to be acquired for every domain. This makes it diffi...
Bruce A. Draper, Ulrike Ahlrichs, Dietrich Paulus
IWDC
2001
Springer
15 years 11 months ago
Fairness of a Single-Rate Multicast Congestion Control Scheme
Recently, a TCP-friendly, single-rate multicast congestion control scheme called pgmcc was introduced by one of the authors. In this paper, we study the fairness of pgmcc in a vari...
Gianluca Iannaccone, Luigi Rizzo
QOFIS
2001
Springer
15 years 11 months ago
On the Utility of FEC Mechanisms for Audio Applications
FEC mechanisms have been proposed to recover from packet losses, and hence to improve the perceived quality in audio applications. Recently, it has been shown in [1] that the redun...
Eitan Altman, Chadi Barakat, Víctor M. Ramo...
ICC
2000
IEEE
113views Communications» more  ICC 2000»
15 years 11 months ago
LSMAC and LSNAT: Two Approaches for Cluster-Based Scalable Web Servers
— Server responsiveness and scalability are more important than ever in today’s client/server dominated network environments. Recently, researchers have begun to consider clust...
Xuehong Gan, Trevor Schroeder, Steve Goddard, Byra...