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MICAI
2010
Springer
15 years 5 months ago
Combining Neural Networks Based on Dempster-Shafer Theory for Classifying Data with Imperfect Labels
This paper addresses the supervised learning in which the class membership of training data are subject to uncertainty. This problem is tackled in the framework of the Dempster-Sha...
Mahdi Tabassian, Reza Ghaderi, Reza Ebrahimpour
SADM
2010
123views more  SADM 2010»
15 years 5 months ago
Discriminative frequent subgraph mining with optimality guarantees
The goal of frequent subgraph mining is to detect subgraphs that frequently occur in a dataset of graphs. In classification settings, one is often interested in discovering discr...
Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei H...
CACM
2010
161views more  CACM 2010»
15 years 5 months ago
Efficiently searching for similar images
As it becomes increasingly viable to capture, store, and share large amounts of image and video data, automatic image analysis is crucial to managing visual information. Many prob...
Kristen Grauman
ACL
2010
15 years 4 months ago
Convolution Kernel over Packed Parse Forest
This paper proposes a convolution forest kernel to effectively explore rich structured features embedded in a packed parse forest. As opposed to the convolution tree kernel, the p...
Min Zhang, Hui Zhang, Haizhou Li
151
Voted
ASPDAC
2010
ACM
137views Hardware» more  ASPDAC 2010»
15 years 4 months ago
Energy and performance driven circuit design for emerging phase-change memory
Abstract--Phase-Change Random Access Memory (PRAM) has become one of the most promising emerging memory technologies, due to its attractive features such as high density, fast acce...
Dimin Niu, Yibo Chen, Xiangyu Dong, Yuan Xie