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» A Functional Model for Data Analysis
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ISCAS
1999
IEEE
109views Hardware» more  ISCAS 1999»
15 years 5 months ago
Solution of vector partial differential equations by transfer function models
Transfer function models for the descriptionof physical systems have recently been introduced to the field of multidimensional digital signal processing. They provide an alternati...
Rudolf Rabenstein, Lutz Trautmann
ADBIS
2010
Springer
142views Database» more  ADBIS 2010»
14 years 8 months ago
Towards a Model for the Multidimensional Analysis of Field Data
Integration of spatial data into multidimensional models leads to the concept of Spatial OLAP (SOLAP). Usually, SOLAP models exploit discrete spatial data. Few works integrate cont...
Sandro Bimonte, Myoung-Ah Kang
125
Voted
ICDM
2005
IEEE
189views Data Mining» more  ICDM 2005»
15 years 7 months ago
Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering
We present a novel approach for clustering sequences of multi-dimensional trajectory data obtained from a sensor network. The sensory time-series data present new challenges to da...
Jie Yin, Qiang Yang
BIBE
2008
IEEE
160views Bioinformatics» more  BIBE 2008»
15 years 8 months ago
Parallel integration of heterogeneous genome-wide data sources
— Heterogeneous genome-wide data sources capture information on various aspects of complex biological systems. For instance, transcriptome, interactome and phenome-level informat...
Derek Greene, Kenneth Bryan, Padraig Cunningham
CORR
2006
Springer
139views Education» more  CORR 2006»
15 years 1 months ago
Functional Brain Imaging with Multi-Objective Multi-Modal Evolutionary Optimization
Functional brain imaging is a source of spatio-temporal data mining problems. A new framework hybridizing multi-objective and multimodal optimization is proposed to formalize these...
Vojtech Krmicek, Michèle Sebag