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» Theoretical Frameworks for Data Mining
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PKDD
2004
Springer
135views Data Mining» more  PKDD 2004»
14 years 1 months ago
A Unified and Flexible Framework for Comparing Simple and Complex Patterns
One of the most important operations involving Data Mining patterns is computing their similarity. In this paper we present a general framework for comparing both simple and comple...
Ilaria Bartolini, Paolo Ciaccia, Irene Ntoutsi, Ma...
ICIP
2009
IEEE
13 years 5 months ago
Device temporal forensics: An information theoretic approach
By formulating the problem of ordering the outputs observed from a device over time, we pose a new problem in forensics and propose a framework for addressing this problem of devi...
Junwen Mao, Orhan Bulan, Gaurav Sharma, Suprakash ...
ICDE
2006
IEEE
95views Database» more  ICDE 2006»
14 years 9 months ago
Learning from Aggregate Views
In this paper, we introduce a new class of data mining problems called learning from aggregate views. In contrast to the traditional problem of learning from a single table of tra...
Bee-Chung Chen, Lei Chen 0003, Raghu Ramakrishnan,...
SAC
2010
ACM
14 years 2 months ago
SE-155 DBSA: a device-based software architecture for data mining
In this paper a new architecture for a variety of data mining tasks is introduced. The Device-Based Software Architecture (DBSA) is a highly portable and generic data mining softw...
Janne Kätevä, Perttu Laurinen, Taneli Ra...
ICALP
2007
Springer
14 years 1 months ago
A Framework for Dynamizing Succinct Data Structures
Ankur Gupta, Wing-Kai Hon, Rahul Shah, Jeffrey Sco...