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ICDM
2009
IEEE
162views Data Mining» more  ICDM 2009»
15 years 4 months ago
Towards a Universal Text Classifier: Transfer Learning Using Encyclopedic Knowledge
Document classification is a key task for many text mining applications. However, traditional text classification requires labeled data to construct reliable and accurate classifie...
Pu Wang, Carlotta Domeniconi
ATAL
2005
Springer
15 years 12 months ago
A scalable approach to multi-agent resource acquisition and control
Scalable coordination is a key challenge in deployment of multiagent systems. Resource usage is one part of agent behavior which naturally lends itself to abstraction. CyberOrgs i...
Nadeem Jamali, Xinghui Zhao
FSMNLP
2005
Springer
15 years 12 months ago
German Compound Analysis with wfsc
Compounding is a very productive process in German to form complex nouns and adjectives which represent about 7% of the words of a newspaper text. Unlike English, German compounds ...
Anne Schiller
AAAI
1994
15 years 7 months ago
Learning to Reason
We introduce a new framework for the study of reasoning. The Learning (in order) to Reason approach developed here views learning as an integral part of the inference process, and ...
Roni Khardon, Dan Roth
KDD
2010
ACM
217views Data Mining» more  KDD 2010»
15 years 4 months ago
Mining program workflow from interleaved traces
Successful software maintenance is becoming increasingly critical due to the increasing dependence of our society and economy on software systems. One key problem of software main...
Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, ...