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KDD
2008
ACM
184views Data Mining» more  KDD 2008»
16 years 2 months ago
Joint latent topic models for text and citations
In this work, we address the problem of joint modeling of text and citations in the topic modeling framework. We present two different models called the Pairwise-Link-LDA and the ...
Ramesh Nallapati, Amr Ahmed, Eric P. Xing, William...
KDD
2004
ACM
196views Data Mining» more  KDD 2004»
16 years 2 months ago
Adversarial classification
Essentially all data mining algorithms assume that the datagenerating process is independent of the data miner's activities. However, in many domains, including spam detectio...
Nilesh N. Dalvi, Pedro Domingos, Mausam, Sumit K. ...
KDD
2004
ACM
126views Data Mining» more  KDD 2004»
16 years 2 months ago
Dense itemsets
Frequent itemset mining has been the subject of a lot of work in data mining research ever since association rules were introduced. In this paper we address a problem with frequen...
Heikki Mannila, Jouni K. Seppänen
PODS
2005
ACM
130views Database» more  PODS 2005»
16 years 1 months ago
Composition of mappings given by embedded dependencies
Composition of mappings between schemas is essential to support schema evolution, data exchange, data integration, and other data management tasks. In many applications, mappings ...
Alan Nash, Philip A. Bernstein, Sergey Melnik
ASPLOS
2006
ACM
15 years 5 months ago
Comprehensively and efficiently protecting the heap
The goal of this paper is to propose a scheme that provides comprehensive security protection for the heap. Heap vulnerabilities are increasingly being exploited for attacks on co...
Mazen Kharbutli, Xiaowei Jiang, Yan Solihin, Guru ...