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» Learning Gaussian processes from multiple tasks
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ICIP
2004
IEEE
16 years 1 months ago
Regularization studies on LDA for face recognition
It is well-known that the applicability of Linear Discriminant Analysis (LDA) to high-dimensional pattern classification tasks such as face recognition (FR) often suffers from the...
Juwei Lu, Konstantinos N. Plataniotis, Anastasios ...
EMNLP
2010
14 years 9 months ago
Function-Based Question Classification for General QA
In contrast with the booming increase of internet data, state-of-art QA (question answering) systems, otherwise, concerned data from specific domains or resources such as search e...
Fan Bu, Xingwei Zhu, Yu Hao, Xiaoyan Zhu
AAAI
2012
13 years 2 months ago
A Sequential Decision Approach to Ordinal Preferences in Recommender Systems
We propose a novel sequential decision approach to modeling ordinal ratings in collaborative filtering problems. The rating process is assumed to start from the lowest level, eva...
Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
ISCAS
2007
IEEE
161views Hardware» more  ISCAS 2007»
15 years 6 months ago
Hardware Architecture of a Parallel Pattern Matching Engine
Abstract— Several network security and QoS applications require detecting multiple string matches in the packet payload by comparing it against predefined pattern set. This proc...
Meeta Yadav, Ashwini Venkatachaliah, Paul D. Franz...
KDD
2007
ACM
167views Data Mining» more  KDD 2007»
16 years 7 days ago
Generalized component analysis for text with heterogeneous attributes
We present a class of richly structured, undirected hidden variable models suitable for simultaneously modeling text along with other attributes encoded in different modalities. O...
Xuerui Wang, Chris Pal, Andrew McCallum