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» Graph Mining based on a Data Partitioning Approach
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KDD
2002
ACM
286views Data Mining» more  KDD 2002»
16 years 4 months ago
Object Boundary Detection For Ontology-Based Image Classification
Technology in the field of digital media generates huge amounts of non-textual information, audio, video, and images, along with more familiar textual information. The potential f...
Lei Wang, Latifur Khan, Casey Breen
150
Voted
KDD
2010
ACM
252views Data Mining» more  KDD 2010»
15 years 7 months ago
Fast query execution for retrieval models based on path-constrained random walks
Many recommendation and retrieval tasks can be represented as proximity queries on a labeled directed graph, with typed nodes representing documents, terms, and metadata, and labe...
Ni Lao, William W. Cohen
132
Voted
ERSHOV
2006
Springer
15 years 7 months ago
A Versioning and Evolution Framework for RDF Knowledge Bases
We present an approach to support the evolution of online, distributed, reusable, and extendable ontologies based on the RDF data model. The approach works on the basis of atomic c...
Sören Auer, Heinrich Herre
179
Voted
CORR
2011
Springer
202views Education» more  CORR 2011»
14 years 10 months ago
Multi-skill Collaborative Teams based on Densest Subgraphs
We consider the problem of identifying a team of skilled individuals for collaboration, in the presence of a social network. Each node in the input social network may be an expert...
Amita Gajewar, Atish Das Sarma
158
Voted
PLDI
2005
ACM
15 years 9 months ago
Mitosis compiler: an infrastructure for speculative threading based on pre-computation slices
Speculative parallelization can provide significant sources of additional thread-level parallelism, especially for irregular applications that are hard to parallelize by conventio...
Carlos García Quiñones, Carlos Madri...