Abstract: The efficient annotation of documents in vast corpora calls for scalable methods of text classification. Rep- resenting the documents in the form ...

PDF | The efficient annotation of documents in vast corpora calls for scalable methods of text classification. Rep-resenting the documents in the form.

The efficient annotation of documents in vast corpora calls for scalable methods of text classification. Representing the documents in the form of graph ...

Scalable Corpus Annotation by Graph Construction and Label Propagation · Abstract · Authors · BibTeX · References · Bibliographies · Reviews · Related ...

... scalable graph creation methods. The na¨ıve approach to graph. construction, comparing all documents to all documents or building a complete. kernel matrix [3] ...

40: SCALABLE CORPUS ANNOTATION BY GRAPH CONSTRUCTION AND LABEL PROPAGATION Thomas Lansdall-Welfare, Ilias Flaounas and Nello Cristianini; 184: CLUSTERING ...

based label similarity measurement and scalable 1- graph construction. • We also propose a novel hashing-based scheme for effi- cient large-scale graph ...

Efficient region-aware large graph construction towards scalable multi-label propagation. Authors: Bing-Kun Bao, Bingbing Ni, Yadong Mu, and Shuicheng Yan ...

have many direct neighbors in the image graph to which they can propagate labels ... scalable nonparametric image parsing with superpix- els. In: ECCV. (2010) ...