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» Theoretical Frameworks for Data Mining
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PKDD
2004
Springer
135views Data Mining» more  PKDD 2004»
15 years 3 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
14 years 7 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»
15 years 11 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
15 years 4 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
15 years 3 months ago
A Framework for Dynamizing Succinct Data Structures
Ankur Gupta, Wing-Kai Hon, Rahul Shah, Jeffrey Sco...