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» The metamathematics of random graphs
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CIVR
2008
Springer
279views Image Analysis» more  CIVR 2008»
13 years 10 months ago
Semi-supervised learning of object categories from paired local features
This paper presents a semi-supervised learning (SSL) approach to find similarities of images using statistics of local matches. SSL algorithms are well known for leveraging a larg...
Wen Wu, Jie Yang
DIALM
2008
ACM
135views Algorithms» more  DIALM 2008»
13 years 10 months ago
Symmetric range assignment with disjoint MST constraints
If V is a set of n points in the unit square [0, 1]2 , and if R : V + is an assignment of positive real numbers (radii) to to those points, define a graph G(R) as follows: {v, w}...
Eric Schmutz
ASUNAM
2010
IEEE
13 years 10 months ago
Semi-Supervised Classification of Network Data Using Very Few Labels
The goal of semi-supervised learning (SSL) methods is to reduce the amount of labeled training data required by learning from both labeled and unlabeled instances. Macskassy and Pr...
Frank Lin, William W. Cohen
AAAI
2010
13 years 10 months ago
Diversifying Query Suggestion Results
In order to improve the user search experience, Query Suggestion, a technique for generating alternative queries to Web users, has become an indispensable feature for commercial s...
Hao Ma, Michael R. Lyu, Irwin King
CAINE
2008
13 years 10 months ago
New Architecture and Protocols for Global-Scale Machine Communities
This article is about the new universal architecture which allows electronic devices of different functionalities and manufacturers, as well as on-line services, to seamlessly int...
Vladimir Krylov, N. Mikhaylov, Dmitry V. Ponomarev