Sciweavers

1055 search results - page 142 / 211
» Convex Factorization Machines
Sort
View
WSC
1997
15 years 1 months ago
Applications of Discrete Event Simulation in the Design of Automotive Powertrain Manufacturing Systems
Manufacturing automotive powertrain components (engines and transmissions) is a complex task involving the integration of hundreds of components. Simulation is commonly applied in...
Arun Jayaraman, Ali K. Gunal
113
Voted
ECTEL
2010
Springer
15 years 1 months ago
Content, Social, and Metacognitive Statements: An Empirical Study Comparing Human-Human and Human-Computer Tutorial Dialogue
Abstract. We present a study which compares human-human computermediated tutoring with two computer tutoring systems based on the same materials but differing in the type of feedba...
Myroslava Dzikovska, Natalie B. Steinhauser, Johan...
FSKD
2008
Springer
174views Fuzzy Logic» more  FSKD 2008»
15 years 1 months ago
A Hybrid Re-sampling Method for SVM Learning from Imbalanced Data Sets
Support Vector Machine (SVM) has been widely studied and shown success in many application fields. However, the performance of SVM drops significantly when it is applied to the pr...
Peng Li, Pei-Li Qiao, Yuan-Chao Liu
101
Voted
ICML
2010
IEEE
15 years 1 months ago
Online Learning for Group Lasso
We develop a novel online learning algorithm for the group lasso in order to efficiently find the important explanatory factors in a grouped manner. Different from traditional bat...
Haiqin Yang, Zenglin Xu, Irwin King, Michael R. Ly...
127
Voted
ICML
2010
IEEE
15 years 1 months ago
A Theoretical Analysis of Feature Pooling in Visual Recognition
Many modern visual recognition algorithms incorporate a step of spatial `pooling', where the outputs of several nearby feature detectors are combined into a local or global `...
Y-Lan Boureau, Jean Ponce, Yann LeCun