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» A Reactive Approach to Explanation
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KAIS
2006
77views more  KAIS 2006»
14 years 11 months ago
Finding centric local outliers in categorical/numerical spaces
Outlier detection techniques are widely used in many applications such as credit card fraud detection, monitoring criminal activities in electronic commerce, etc. These application...
Jeffrey Xu Yu, Weining Qian, Hongjun Lu, Aoying Zh...
TSMC
2008
109views more  TSMC 2008»
14 years 11 months ago
Providing Justifications in Recommender Systems
Abstract--Recommender systems are gaining widespread acceptance in e-commerce applications to confront the "information overload" problem. Providing justification to a re...
Panagiotis Symeonidis, Alexandros Nanopoulos, Yann...
JUCS
2007
121views more  JUCS 2007»
14 years 11 months ago
Semantic-based Skill Management for Automated Task Assignment and Courseware Composition
Abstract: Knowledge management is characterized by many different activities ranging from the elicitation of knowledge to its storing, sharing, maintenance, usage and creation. Sk...
Simona Colucci, Tommaso Di Noia, Eugenio Di Sciasc...
PVLDB
2008
111views more  PVLDB 2008»
14 years 11 months ago
Approximate lineage for probabilistic databases
In probabilistic databases, lineage is fundamental to both query processing and understanding the data. Current systems s.a. Trio or Mystiq use a complete approach in which the li...
Christopher Ré, Dan Suciu
ICCV
2011
IEEE
13 years 12 months ago
Annotator Rationales for Visual Recognition
Traditional supervised visual learning simply asks annotators “what” label an image should have. We propose an approach for image classification problems requiring subjective...
Jeff Donahue, Kristen Grauman