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FLAIRS
2007
13 years 9 months ago
Case-Based Collective Classification
This is the first paper on textual case-based reasoning to employ collective classification, a methodology for simultaneously classifying related cases that has consistently attai...
Luke McDowell, Kalyan Moy Gupta, David W. Aha
KDD
2008
ACM
148views Data Mining» more  KDD 2008»
14 years 7 months ago
Get another label? improving data quality and data mining using multiple, noisy labelers
This paper addresses the repeated acquisition of labels for data items when the labeling is imperfect. We examine the improvement (or lack thereof) in data quality via repeated la...
Victor S. Sheng, Foster J. Provost, Panagiotis G. ...
ICDM
2008
IEEE
92views Data Mining» more  ICDM 2008»
14 years 1 months ago
A Shrinkage Approach for Modeling Non-stationary Relational Autocorrelation
Recent research has shown that collective classification in relational data often exhibit significant performance gains over conventional approaches that classify instances indi...
Pelin Angin, Jennifer Neville
ANSOFT
2002
171views more  ANSOFT 2002»
13 years 7 months ago
OPM/Web - Object-Process Methodology for Developing Web Applications
Web applications can be classified as hybrids between hypermedia and information systems. They have a relatively simple distributed architecture from the user viewpoint, but a comp...
Iris Reinhartz-Berger, Dov Dori, Shmuel Katz
NAACL
1994
13 years 8 months ago
Issues and Methodology for Template Design for Information Extraction
The goal of Information Extraction tasks is to identify, categorize, classify, relate, and normalize specific information of interest found in free text, and to make that informat...
Boyan A. Onyshkevych