63 search results - page 4 / 13 » Transfer Learning by Reusing Structured Knowledge |
ICDM
2009
IEEE
14 years 4 months ago
2009
IEEE
—The success of transfer to improve learning on a target task is highly dependent on the selected source data. Instance-based transfer methods reuse data from the source tasks to...
SIGSOFT
2001
ACM
14 years 10 months ago
2001
ACM
Most quality and software process improvement frameworks emphasize written (i.e. formal) documentation to convey recommended work practices. However, there is considerable skeptic...
ACCV
2010
Springer
13 years 4 months ago
2010
Springer
Abstract. We propose a novel unsupervised transfer learning framework that utilises unlabelled auxiliary data to quantify and select the most relevant transferrable knowledge for r...
HICSS
2002
IEEE
14 years 2 months ago
2002
IEEE
Traditional Computer-Aided Teaching and Learning (CAT/CAL) environments in multimedia-based teleeducation do not empower knowledge consumers (trainees, students etc.) to practice ...
AAAI
2008
14 years 3 days ago
2008
Multi-category classification of short dialogues is a common task performed by humans. When assigning a question to an expert, a customer service operator tries to classify the cu...