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» Using Prior Knowledge: Problems and Solutions
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ICSM
2008
IEEE
15 years 9 months ago
Retrieving relevant reports from a customer engagement repository
Customers of modern enterprise applications commonly engage the vendor of the application for onsite troubleshooting and fine tuning of large deployments. The results of these eng...
Dharmesh Thakkar, Zhen Ming Jiang, Ahmed E. Hassan...
CORR
2010
Springer
128views Education» more  CORR 2010»
15 years 3 months ago
Blind Compressed Sensing
The fundamental principle underlying compressed sensing is that a signal, which is sparse under some basis representation, can be recovered from a small number of linear measuremen...
Sivan Gleichman, Yonina C. Eldar
AAAI
1998
15 years 4 months ago
Procedural Help in Andes: Generating Hints Using a Bayesian Network Student Model
One of the most important problems for an intelligent tutoring system is deciding how to respond when a student asks for help. Responding cooperatively requires an understanding o...
Abigail S. Gertner, Cristina Conati, Kurt VanLehn
NIPS
2007
15 years 4 months ago
Hierarchical Penalization
Hierarchical penalization is a generic framework for incorporating prior information in the fitting of statistical models, when the explicative variables are organized in a hiera...
Marie Szafranski, Yves Grandvalet, Pierre Morizet-...
KDD
2009
ACM
262views Data Mining» more  KDD 2009»
16 years 3 months ago
Sentiment analysis of blogs by combining lexical knowledge with text classification
The explosion of user-generated content on the Web has led to new opportunities and significant challenges for companies, that are increasingly concerned about monitoring the disc...
Prem Melville, Wojciech Gryc, Richard D. Lawrence