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SDM
2010
SIAM
184views Data Mining» more  SDM 2010»
15 years 8 months ago
A Robust Decision Tree Algorithm for Imbalanced Data Sets
We propose a new decision tree algorithm, Class Confidence Proportion Decision Tree (CCPDT), which is robust and insensitive to class distribution and generates rules which are st...
Wei Liu, Sanjay Chawla, David A. Cieslak, Nitesh V...
ICWS
2007
IEEE
15 years 8 months ago
An Integrated Development Environment for Web Service Composition
Web services provide an instantiation of the loosely coupled service–oriented architecture and facilitate the process of enterprise application integration by encapsulating info...
Girish Chafle, Gautam Das, Koustuv Dasgupta, Arun ...
LREC
2008
107views Education» more  LREC 2008»
15 years 8 months ago
Learning-based Detection of Scientific Terms in Patient Information
In this paper, we investigate the use of a machine-learning based approach to the specific problem of scientific term detection in patient information. Lacking lexical databases w...
Véronique Hoste, Els Lefever, Klaar Vanopst...
IJCAI
2007
15 years 8 months ago
Identifying Expressions of Opinion in Context
While traditional information extraction systems have been built to answer questions about facts, subjective information extraction systems will answer questions about feelings an...
Eric Breck, Yejin Choi, Claire Cardie
IM
2007
15 years 8 months ago
Capacity and Performance Overhead in Dynamic Resource Allocation to Virtual Containers
—Today’s enterprise data centers are shifting towards a utility computing model where many business critical applications share a common pool of infrastructure resources that o...
Zhikui Wang, Xiaoyun Zhu, Pradeep Padala, Sharad S...