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AAAI
1996
15 years 7 months ago
Discovering Robust Knowledge from Dynamic Closed World Data
Many applications of knowledge discovery require the knowledge to be consistent with data. Examples include discovering rules for query optimization, database integration, decisio...
Chun-Nan Hsu, Craig A. Knoblock
165
Voted
SIGIR
2008
ACM
15 years 6 months ago
Knowledge transformation from word space to document space
In most IR clustering problems, we directly cluster the documents, working in the document space, using cosine similarity between documents as the similarity measure. In many real...
Tao Li, Chris H. Q. Ding, Yi Zhang 0005, Bo Shao
136
Voted
HICSS
2008
IEEE
110views Biometrics» more  HICSS 2008»
16 years 18 days ago
Gathering Experience Knowledge from Iterative Software Development Processes
This paper proposes that experience knowledge would be beneficial for iterative software development. In this paper, experience knowledgebased artifacts have been linked to Extrem...
Jouni Kokkoniemi
IDA
2000
Springer
15 years 6 months ago
From machine learning to knowledge discovery: Survey of preprocessing and postprocessing
Knowledge Discovery in Databases (KDD) has become a very attractive discipline both for research and industry within last few years. Its goal is to extract pieces of knowledge or `...
Ivan Bruha
165
Voted
CIKM
2008
Springer
15 years 8 months ago
Combining concept hierarchies and statistical topic models
Statistical topic models provide a general data-driven framework for automated discovery of high-level knowledge from large collections of text documents. While topic models can p...
Chaitanya Chemudugunta, Padhraic Smyth, Mark Steyv...