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SIGIR
2008
ACM
13 years 9 months ago
Learning from labeled features using generalized expectation criteria
It is difficult to apply machine learning to new domains because often we lack labeled problem instances. In this paper, we provide a solution to this problem that leverages domai...
Gregory Druck, Gideon S. Mann, Andrew McCallum
ICDM
2006
IEEE
148views Data Mining» more  ICDM 2006»
14 years 3 months ago
Data Mining Approaches to Criminal Career Analysis
— Narrative reports and criminal records are stored digitally across individual police departments, enabling the collection of this data to compile a nation-wide database of crim...
Jeroen S. de Bruin, Tim K. Cocx, Walter A. Kosters...
ASSETS
2008
ACM
13 years 11 months ago
Accessibility commons: a metadata infrastructure for web accessibility
Research projects, assistive technology, and individuals all create metadata in order to improve Web accessibility for visually impaired users. However, since these projects are d...
Shinya Kawanaka, Yevgen Borodin, Jeffrey P. Bigham...
AAAI
2010
13 years 11 months ago
Visual Contextual Advertising: Bringing Textual Advertisements to Images
Advertising in the case of textual Web pages has been studied extensively by many researchers. However, with the increasing amount of multimedia data such as image, audio and vide...
Yuqiang Chen, Ou Jin, Gui-Rong Xue, Jia Chen, Qian...
ATAL
2010
Springer
13 years 11 months ago
Frequency adjusted multi-agent Q-learning
Multi-agent learning is a crucial method to control or find solutions for systems, in which more than one entity needs to be adaptive. In today's interconnected world, such s...
Michael Kaisers, Karl Tuyls