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NIPS
2004
15 years 2 months ago
Sub-Microwatt Analog VLSI Support Vector Machine for Pattern Classification and Sequence Estimation
An analog system-on-chip for kernel-based pattern classification and sequence estimation is presented. State transition probabilities conditioned on input data are generated by an...
Shantanu Chakrabartty, Gert Cauwenberghs
130
Voted
NIPS
2004
15 years 2 months ago
Class-size Independent Generalization Analsysis of Some Discriminative Multi-Category Classification
We consider the problem of deriving class-size independent generalization bounds for some regularized discriminative multi-category classification methods. In particular, we obtai...
Tong Zhang
103
Voted
SMC
2007
IEEE
133views Control Systems» more  SMC 2007»
15 years 7 months ago
Text classification using multi-word features
—We carried out a series of experiments on text classification using multi-word features. An automated method was proposed to extract the multi-words from text data set and two d...
Wen Zhang, Taketoshi Yoshida, Xijin Tang
PERCOM
2007
ACM
16 years 18 days ago
Automatic Vehicle Type Classification Using Strain Gauge Sensors
Peter Shin, Hector Jasso, Sameer Tilak, Neil Cotof...
BIOSYSTEMS
2010
75views more  BIOSYSTEMS 2010»
15 years 18 days ago
In vitro molecular pattern classification via DNA-based weighted-sum operation
Hee-Woong Lim, Seung Hwan Lee, Kyung-Ae Yang, Ji Y...