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ICDM
2006
IEEE
122views Data Mining» more  ICDM 2006»
14 years 4 months ago
Optimal Segmentation Using Tree Models
Sequence data are abundant in application areas such as computational biology, environmental sciences, and telecommunications. Many real-life sequences have a strong segmental str...
Robert Gwadera, Aristides Gionis, Heikki Mannila
PAKDD
2010
ACM
134views Data Mining» more  PAKDD 2010»
14 years 10 days ago
Generating Diverse Ensembles to Counter the Problem of Class Imbalance
Abstract. One of the more challenging problems faced by the data mining community is that of imbalanced datasets. In imbalanced datasets one class (sometimes severely) outnumbers t...
T. Ryan Hoens, Nitesh V. Chawla
AUSDM
2006
Springer
160views Data Mining» more  AUSDM 2006»
14 years 2 months ago
Extraction of Flat and Nested Data Records from Web Pages
This paper deals with studies the problem of identification and extraction of flat and nested data records from a given web page. With the explosive growth of information sources ...
Siddu P. Algur, P. S. Hiremath
SIGMOD
2000
ACM
129views Database» more  SIGMOD 2000»
14 years 2 months ago
Mining Frequent Patterns without Candidate Generation
Mining frequent patterns in transaction databases, time-series databases, and many other kinds of databases has been studied popularly in data mining research. Most of the previous...
Jiawei Han, Jian Pei, Yiwen Yin
WWW
2005
ACM
14 years 11 months ago
Ranking definitions with supervised learning methods
This paper is concerned with the problem of definition search. Specifically, given a term, we are to retrieve definitional excerpts of the term and rank the extracted excerpts acc...
Jun Xu, Yunbo Cao, Hang Li, Min Zhao