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126
Voted
FOCS
2005
IEEE
15 years 9 months ago
AdWords and Generalized On-line Matching
How does a search engine company decide what ads to display with each query so as to maximize its revenue? This turns out to be a generalization of the online bipartite matching p...
Aranyak Mehta, Amin Saberi, Umesh V. Vazirani, Vij...
116
Voted
IDEAL
2004
Springer
15 years 9 months ago
DIVACE: Diverse and Accurate Ensemble Learning Algorithm
In order for a neural network ensemble to generalise properly, two factors are considered vital. One is the diversity and the other is the accuracy of the networks that comprise th...
Arjun Chandra, Xin Yao
83
Voted
EUSFLAT
2007
115views Fuzzy Logic» more  EUSFLAT 2007»
15 years 5 months ago
Training Neurofuzzy Networks with Participatory Learning
This paper introduces a new approach to adjust a class of neurofuzzy networks based on the idea of participatory learning. Participatory learning is a mean to learn and revise bel...
Michel Hell, Rosangela Ballini, Pyramo Costa Jr., ...
145
Voted
SLSFS
2005
Springer
15 years 9 months ago
Random Projection, Margins, Kernels, and Feature-Selection
Random projection is a simple technique that has had a number of applications in algorithm design. In the context of machine learning, it can provide insight into questions such as...
Avrim Blum
235
Voted
HCI
2011
14 years 7 months ago
Proposal of BCM Evaluation Method Based on Disaster Scenario Simulation
Almost 20% of big earthquakes in the world occur in Japan. It becomes impossible for private companies and governments to carry out their business if they suffer from severe damage...
Ryuhei Kaneko, Yoshio Nakatani