Sciweavers

389 search results - page 58 / 78
» New approaches to support vector ordinal regression
Sort
View
ICML
2003
IEEE
16 years 16 days ago
Kernel PLS-SVC for Linear and Nonlinear Classification
A new method for classification is proposed. This is based on kernel orthonormalized partial least squares (PLS) dimensionality reduction of the original data space followed by a ...
Roman Rosipal, Leonard J. Trejo, Bryan Matthews
81
Voted
DCC
2006
IEEE
15 years 11 months ago
Classification and Constructions of Complete Caps in Binary Spaces
We give new recursive constructions of complete caps in PG(n, 2). We approach the problem of constructing caps with low dependency via the doubling construction and comparison to ...
Mahdad Khatirinejad, Petr Lisonek
ICRA
2008
IEEE
137views Robotics» more  ICRA 2008»
15 years 6 months ago
SVM-based discriminative accumulation scheme for place recognition
— Integrating information coming from different sensors is a fundamental capability for autonomous robots. For complex tasks like topological localization, it would be desirable ...
Andrzej Pronobis, Óscar Martínez Moz...
DSD
2005
IEEE
105views Hardware» more  DSD 2005»
15 years 5 months ago
Improved Fault Emulation for Synchronous Sequential Circuits
Current paper presents new alternatives for accelerating the task of fault simulation for sequential circuits by hardware emulation on FPGA. Fault simulation is an important subta...
Jaan Raik, Peeter Ellervee, Valentin Tihhomirov, R...
ICDM
2003
IEEE
135views Data Mining» more  ICDM 2003»
15 years 5 months ago
An Algorithm for the Exact Computation of the Centroid of Higher Dimensional Polyhedra and its Application to Kernel Machines
The Support Vector Machine (SVM) solution corresponds to the centre of the largest sphere inscribed in version space. Alternative approaches like Bayesian Point Machines (BPM) and...
Frédéric Maire