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» Use of design patterns in analogy-based design
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KDD
2008
ACM
167views Data Mining» more  KDD 2008»
16 years 6 months ago
A sequential dual method for large scale multi-class linear svms
Efficient training of direct multi-class formulations of linear Support Vector Machines is very useful in applications such as text classification with a huge number examples as w...
S. Sathiya Keerthi, S. Sundararajan, Kai-Wei Chang...
KDD
2008
ACM
182views Data Mining» more  KDD 2008»
16 years 6 months ago
Classification with partial labels
In this paper, we address the problem of learning when some cases are fully labeled while other cases are only partially labeled, in the form of partial labels. Partial labels are...
Nam Nguyen, Rich Caruana
IPPS
2009
IEEE
16 years 1 months ago
Multi-dimensional characterization of temporal data mining on graphics processors
Through the algorthmic design patterns of data parallelism and task parallelism, the graphics processing unit (GPU) offers the potential to vastly accelerate discovery and innovat...
Jeremy S. Archuleta, Yong Cao, Thomas Scogland, Wu...
HICSS
2007
IEEE
110views Biometrics» more  HICSS 2007»
16 years 21 days ago
The Future of Work: What Does Online Community Have to Do with It?
Amidst constant innovation in information and communication technologies, a new pattern of work is emerging. Hierarchical authority structures are giving way to greater decision-m...
Dejin Zhao, Mary Beth Rosson, Sandeep Purao
INFOCOM
2007
IEEE
16 years 21 days ago
Transmit Power Distribution of Wireless Ad Hoc Networks with Topology Control
— Topology control and routing protocols are used by designers of wireless packet data networks to lower the node degree, simplify routing and lower the nodes’ energy consumpti...
Dan Avidor, Sayandev Mukherjee, Furuzan Atay Onat