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KDD
2004
ACM
181views Data Mining» more  KDD 2004»
14 years 10 months ago
Column-generation boosting methods for mixture of kernels
We devise a boosting approach to classification and regression based on column generation using a mixture of kernels. Traditional kernel methods construct models based on a single...
Jinbo Bi, Tong Zhang, Kristin P. Bennett
KDD
2004
ACM
196views Data Mining» more  KDD 2004»
14 years 10 months ago
Adversarial classification
Essentially all data mining algorithms assume that the datagenerating process is independent of the data miner's activities. However, in many domains, including spam detectio...
Nilesh N. Dalvi, Pedro Domingos, Mausam, Sumit K. ...
KDD
2003
ACM
449views Data Mining» more  KDD 2003»
14 years 10 months ago
Passenger-based predictive modeling of airline no-show rates
Airlines routinely overbook flights based on the expectation that some fraction of booked passengers will not show for each flight. Accurate forecasts of the expected number of no...
Richard D. Lawrence, Se June Hong, Jacques Cherrie...
VLSID
2005
IEEE
139views VLSI» more  VLSID 2005»
14 years 10 months ago
Variable Input Delay CMOS Logic for Low Power Design
Modern digital circuits consist of logic gates implemented in the complementary metal oxide semiconductor (CMOS) technology. The time taken for a logic gate output to change after...
Tezaswi Raja, Vishwani D. Agrawal, Michael L. Bush...
VLSID
2004
IEEE
146views VLSI» more  VLSID 2004»
14 years 10 months ago
CMOS Circuit Design for Minimum Dynamic Power and Highest Speed
{A new low-power design method produces CMOS circuits that consume the least dynamic power at the highest speed permitted under the technology constraint. A gate is characterized b...
Tezaswi Raja, Vishwani D. Agrawal, Michael L. Bush...
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