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PRL
2008
91views more  PRL 2008»
13 years 7 months ago
Fuzzy relevance vector machine for learning from unbalanced data and noise
Handing unbalanced data and noise are two important issues in the field of machine learning. This paper proposed a complete framework of fuzzy relevance vector machine by weightin...
Dingfang Li, Wenchao Hu, Wei Xiong, Jin-Bo Yang
DCC
2002
IEEE
14 years 7 months ago
Omnidirectionally Balanced Multiwavelets for Vector Wavelet Transforms
Vector wavelet transforms for vector-valued fields can be implemented directly from multiwavelets; however, existing multiwavelets offer surprisingly poor performance for transfor...
James E. Fowler, Li Hua
ISCAS
1999
IEEE
109views Hardware» more  ISCAS 1999»
13 years 12 months ago
Solution of vector partial differential equations by transfer function models
Transfer function models for the descriptionof physical systems have recently been introduced to the field of multidimensional digital signal processing. They provide an alternati...
Rudolf Rabenstein, Lutz Trautmann
ICTAI
2010
IEEE
13 years 5 months ago
Support Vector Methods for Sentence Level Machine Translation Evaluation
Recent work in the field of machine translation (MT) evaluation suggests that sentence level evaluation based on machine learning (ML) can outperform the standard metrics such as B...
Antoine Veillard, Elvina Melissa, Cassandra Theodo...
ICRA
2010
IEEE
154views Robotics» more  ICRA 2010»
13 years 6 months ago
A dipole field for object delivery by pushing on a flat surface
—This paper introduces a simple algorithm for non-prehensile object transportation by a pushing robot on a flat surface. We assume that the global position and orientation of the...
Takeo Igarashi, Yoichi Kamiyama, Masahiko Inami