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» A distributed machine learning framework
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107
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ACL
2010
14 years 11 months ago
Fine-Grained Genre Classification Using Structural Learning Algorithms
Prior use of machine learning in genre classification used a list of labels as classification categories. However, genre classes are often organised into hierarchies, e.g., coveri...
Zhili Wu, Katja Markert, Serge Sharoff
89
Voted
ICMCS
2009
IEEE
93views Multimedia» more  ICMCS 2009»
14 years 11 months ago
Learning based thumbnail cropping
Thumbnail cropping helps improve thumbnail readability by cropping images before shrinking them. In this paper we propose a learning based method for automatic thumbnail cropping....
Xin Li, Haibin Ling
120
Voted
CAISE
2003
Springer
15 years 6 months ago
Leveraging Web-Services and Peer-to-Peer Networks
Abstract. Peer-oriented computing is an attempt to weave interconnected machines into the fabric of the Internet. Service-oriented computing (exemplified by web-services), on the ...
Mike P. Papazoglou, Bernd J. Krämer, Jian Yan...
ECCV
2004
Springer
16 years 3 months ago
A Bayesian Framework for Multi-cue 3D Object Tracking
This paper presents a Bayesian framework for multi-cue 3D object tracking of deformable objects. The proposed spatio-temporal object representation involves a set of distinct linea...
Jan Giebel, Dariu Gavrila, Christoph Schnörr
119
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SDM
2008
SIAM
139views Data Mining» more  SDM 2008»
15 years 2 months ago
Semi-Supervised Learning Based on Semiparametric Regularization
Semi-supervised learning plays an important role in the recent literature on machine learning and data mining and the developed semisupervised learning techniques have led to many...
Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Chr...