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» Using Inverse Resolution to Learn Relations from Experiments
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ICML
2003
IEEE
16 years 1 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 11 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 7 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 8 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 11 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...