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102
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CHI
2000
ACM
15 years 5 months ago
HandSCAPE: a vectorizing tape measure for on-site measuring applications
We introduce HandSCAPE, an orientation-aware digital tape measure, as an input device for digitizing field measurements, and visualizing the volume of the resulting vectors with c...
Jay Lee, Victor Su, Sandia Ren, Hiroshi Ishii
118
Voted
GECCO
2005
Springer
195views Optimization» more  GECCO 2005»
15 years 6 months ago
Evolutionary strategies for multi-scale radial basis function kernels in support vector machines
In support vector machines (SVM), the kernel functions which compute dot product in feature space significantly affect the performance of classifiers. Each kernel function is suit...
Tanasanee Phienthrakul, Boonserm Kijsirikul
ICML
2004
IEEE
16 years 1 months ago
Robust feature induction for support vector machines
The goal of feature induction is to automatically create nonlinear combinations of existing features as additional input features to improve classification accuracy. Typically, no...
Rong Jin, Huan Liu
93
Voted
EWSN
2008
Springer
16 years 11 days ago
Characterizing Mote Performance: A Vector-Based Methodology
Sensors networks instrument the physical space using motes that run network embedded programs thus acquiring, processing, storing and transmitting sensor data. The motes commercial...
Martin Leopold, Marcus Chang, Philippe Bonnet
95
Voted
GLOBECOM
2008
IEEE
15 years 7 months ago
Support Vector Machines and Random Forests Modeling for Spam Senders Behavior Analysis
— Unwanted and malicious messages dominate Email traffic and pose a great threat to the utility of email communications. Reputation systems have been getting momentum as the sol...
Yuchun Tang, Sven Krasser, Yuanchen He, Weilai Yan...