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SDM
2009
SIAM
162views Data Mining» more  SDM 2009»
14 years 4 months ago
Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction.
We propose Link Propagation as a new semi-supervised learning method for link prediction problems, where the task is to predict unknown parts of the network structure by using aux...
Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanish...
WASA
2009
Springer
189views Algorithms» more  WASA 2009»
14 years 1 months ago
Information Extraction as Link Prediction: Using Curated Citation Networks to Improve Gene Detection
Abstract. In this paper we explore the usefulness of various types of publicationrelated metadata, such as citation networks and curated databases, for the task of identifying gene...
Andrew Arnold, William W. Cohen
ER
2004
Springer
111views Database» more  ER 2004»
14 years 21 days ago
Link Patterns for Modeling Information Grids and P2P Networks
Collaborative work requires, more than ever, access to data located on multiple autonomous and heterogeneous data sources. The development of these novel information platforms, ref...
Christopher Popfinger, Cristian Pérez de La...
ISCC
2003
IEEE
120views Communications» more  ISCC 2003»
14 years 17 days ago
Avoiding Route Breakage in Ad Hoc Networks using Link Prediction
This paper presents a new concept to improve Ad Hoc Routing Protocols exploiting IEEE 802.11a Link Adaptation information. The IEEE 802.11a Link Adaptation information is used to ...
Erik Weiss, Kamil Kurowski, Sven Hischke, Bangnan ...
DCOSS
2011
Springer
12 years 7 months ago
On sensor selection in linked information networks
—Sensor networks are often redundant by design; this is often done in order to achieve reliability in information processing. In many cases, the redundancy relationships between ...
Charu C. Aggarwal, Amotz Bar-Noy, Simon Shamoun