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» Scalable discovery of contradictions on the web
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PAKDD
2011
ACM
209views Data Mining» more  PAKDD 2011»
14 years 9 days ago
Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation
Abstract. Given a graph with billions of nodes and edges, how can we find patterns and anomalies? Are there nodes that participate in too many or too few triangles? Are there clos...
U. Kang, Brendan Meeder, Christos Faloutsos
SKG
2005
IEEE
15 years 3 months ago
Information Services for Dynamically Assembled Semantic Grids
The information management requirements in systems based on Web Service Architecture principles include both the management of large amounts of relatively static services and assoc...
Mehmet S. Aktas, Geoffrey Fox, Marlon E. Pierce
92
Voted
SIGIR
2010
ACM
14 years 9 months ago
Scalability of findability: effective and efficient IR operations in large information networks
It is crucial to study basic principles that support adaptive and scalable retrieval functions in large networked environments such as the Web, where information is distributed am...
Weimao Ke, Javed Mostafa
KDD
2012
ACM
271views Data Mining» more  KDD 2012»
12 years 12 months ago
GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries
Many data are modeled as tensors, or multi dimensional arrays. Examples include the predicates (subject, verb, object) in knowledge bases, hyperlinks and anchor texts in the Web g...
U. Kang, Evangelos E. Papalexakis, Abhay Harpale, ...
IWANN
2007
Springer
15 years 3 months ago
Multiple Instance Learning with Genetic Programming for Web Mining
Abstract. The aim of this paper is to present a new tool of multiple instance learning which is designed using a grammar based genetic programming (GGP) algorithm. We study its app...
Amelia Zafra, Sebastián Ventura, Enrique He...