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» Convex Factorization Machines
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92
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ICMLA
2008
15 years 2 months ago
A Clustering Approach in Developing Prognostic Systems of Cancer Patients
Accurate prediction of survival rates of cancer patients is often key to stratify patients for prognosis and treatment. Survival prediction is often accomplished by the TNM system...
Dechang Chen, Kai Xing, Donald Henson, Li Sheng, A...
90
Voted
JCS
2002
103views more  JCS 2002»
15 years 10 days ago
Toward Cost-Sensitive Modeling for Intrusion Detection and Response
Intrusion detection systems (IDSs) must maximize the realization of security goals while minimizing costs. In this paper, we study the problem of building cost-sensitive intrusion...
Wenke Lee, Wei Fan, Matthew Miller, Salvatore J. S...
101
Voted
JSSPP
2004
Springer
15 years 6 months ago
Multi-toroidal Interconnects: Using Additional Communication Links to Improve Utilization of Parallel Computers
Three-dimensional torus is a common topology of network interconnects of multicomputers due to its simplicity and high scalability. A parallel job submitted to a three-dimensional...
Yariv Aridor, Tamar Domany, Oleg Goldshmidt, Edi S...
MICRO
2010
IEEE
142views Hardware» more  MICRO 2010»
14 years 10 months ago
Virtual Snooping: Filtering Snoops in Virtualized Multi-cores
Virtualization has been rapidly expanding its applications in numerous server and desktop environments to improve the utilization and manageability of physical systems. Such prolif...
Daehoon Kim, Hwanju Kim, Jaehyuk Huh
107
Voted
CVPR
2008
IEEE
16 years 2 months ago
A Parallel Decomposition Solver for SVM: Distributed dual ascend using Fenchel Duality
We introduce a distributed algorithm for solving large scale Support Vector Machines (SVM) problems. The algorithm divides the training set into a number of processing nodes each ...
Tamir Hazan, Amit Man, Amnon Shashua