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» Using Inverse Resolution to Learn Relations from Experiments
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ICML
2003
IEEE
15 years 10 months ago
On Kernel Methods for Relational Learning
Kernel methods have gained a great deal of popularity in the machine learning community as a method to learn indirectly in highdimensional feature spaces. Those interested in rela...
Chad M. Cumby, Dan Roth
PVLDB
2010
110views more  PVLDB 2010»
14 years 8 months ago
Evaluation of entity resolution approaches on real-world match problems
Despite the huge amount of recent research efforts on entity resolution (matching) there has not yet been a comparative evaluation on the relative effectiveness and efficiency of ...
Hanna Köpcke, Andreas Thor, Erhard Rahm
ISBI
2007
IEEE
15 years 3 months ago
Multi-Resolution Image Segmentation Using the 2-Point Correlation Functions
Recently, the 2-point correlation functions (2-pcfs) were employed in building feature vectors for histological image segmentation. The 2-pcfs serve as estimators of material dist...
Firdaus Janoos, M. Okan Irfanoglu, Kishore Mosalig...
MMM
2012
Springer
288views Multimedia» more  MMM 2012»
13 years 5 months ago
The Ultimate Immersive Experience: Panoramic 3D Video Acquisition
Abstract. The paper presents a new approach on an omni-directional omnistereo multi-camera system that allows the recording of panoramic 3D video with high resolution and quality a...
Christian Weissig, Oliver Schreer, Peter Eisert, P...
EMNLP
2009
14 years 7 months ago
Semi-Supervised Learning for Semantic Relation Classification using Stratified Sampling Strategy
This paper presents a new approach to selecting the initial seed set using stratified sampling strategy in bootstrapping-based semi-supervised learning for semantic relation class...
Longhua Qian, Guodong Zhou, Fang Kong, Qiaoming Zh...