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» Knowledge-based data analysis and interpretation
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WILF
2005
Springer
112views Fuzzy Logic» more  WILF 2005»
15 years 3 months ago
NEC for Gene Expression Analysis
Aim of this work is to apply a novel comprehensive machine learning tool for data mining to preprocessing and interpretation of gene expression data. Furthermore, some visualizatio...
Roberto Amato, Angelo Ciaramella, N. Deniskina, Ca...
IROS
2006
IEEE
148views Robotics» more  IROS 2006»
15 years 4 months ago
Environment Understanding: Robust Feature Extraction from Range Sensor Data
— This paper proposes an approach allowing indoor environment supervised learning to recognize relevant features for environment understanding. Stochastic preprocessing methods i...
Antonio Romeo, Luis Montano
CORR
2012
Springer
224views Education» more  CORR 2012»
13 years 5 months ago
On the Lagrangian Biduality of Sparsity Minimization Problems
We present a novel primal-dual analysis on a class of NPhard sparsity minimization problems to provide new interpretations for their well known convex relaxations. We show that th...
Dheeraj Singaraju, Ehsan Elhamifar, Roberto Tron, ...
FLAIRS
2008
15 years 8 days ago
Complementary Analysis of High-Order Association Patterns and Classification
To facilitate more meaningful interpretation considering the internal interdependency relationships between data values, a new form of high-order (multiple-valued) pattern known a...
Thomas W. H. Lui, David K. Y. Chiu
ADBIS
2000
Springer
106views Database» more  ADBIS 2000»
15 years 1 months ago
Using XML and Regular Expressions in the Syntactic Analysis of Inflectional Language
In this paper we describe an approach to representation of data and knowledge using two technologies: XML and regular expressions in a domain of natural language syntactic analysis...
Marek Trabalka, Mária Bieliková