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» On the Generation of Spatiotemporal Datasets
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MCS
2007
Springer
15 years 4 months ago
Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features
Abstract. We report on our recent progress in developing an ensemble of classifiers based algorithm for addressing the missing feature problem. Inspired in part by the random subsp...
Joseph DePasquale, Robi Polikar
SEMWEB
2007
Springer
15 years 4 months ago
OntoDNA: Ontology Alignment Results for OAEI 2007
OntoDNA is an automated ontology mapping and merging system that utilizes unsupervised data mining methods, comprising of Formal Concept analysis (FCA), Self-Organizing map (SOM) a...
Ching-Chieh Kiu, Chien-Sing Lee
CIBCB
2006
IEEE
15 years 4 months ago
Motif Evaluation by Leave-one-out Scoring
Abstract— We propose a new method for collecting information on regulatory elements found by any motif discovery program. We suggest that combining the results of n leave-oneout ...
Audrey Girouard, Noah W. Smith, Donna K. Slonim
CLUSTER
2006
IEEE
15 years 4 months ago
Positioning Dynamic Storage Caches for Transient Data
Simulations, experiments and observatories are generating a deluge of scientific data. Even more staggering is the ever growing application demand to process and assimilate these...
Sudharshan S. Vazhkudai, Douglas Thain, Xiaosong M...
CSB
2005
IEEE
155views Bioinformatics» more  CSB 2005»
15 years 4 months ago
BioNavigation: Using Ontologies to Express Meaningful Navigational Queries Over Biological Resources
Exploiting the complex maze of publicly available Biological resources to implement scientific data collection pipelines poses a multitude of challenges to biologists in accurate...
Zoé Lacroix, Kaushal Parekh, Maria-Esther V...