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» Classifier Selection Based on Data Complexity Measures
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CGF
2010
149views more  CGF 2010»
15 years 1 months ago
Over Two Decades of Integration-Based, Geometric Flow Visualization
With ever increasing computing power, it is possible to process ever more complex fluid simulations. However, a gap between data set sizes and our ability to visualize them remain...
Tony McLoughlin, Robert S. Laramee, Ronald Peikert...
ICPR
2008
IEEE
15 years 8 months ago
Group-based meta-classification
Virtually all existing classification techniques label one sample at a time. In this paper, we highlight the potential benefits of group based classification (GBC), where the clas...
Noor Azah Samsudin, Andrew Bradley
BMCBI
2008
142views more  BMCBI 2008»
15 years 1 months ago
Identification of biomarkers for genotyping Aspergilli using non-linear methods for clustering and classification
Background: In the present investigation, we have used an exhaustive metabolite profiling approach to search for biomarkers in recombinant Aspergillus nidulans (mutants that produ...
Irene Kouskoumvekaki, Zhiyong Yang, Svava Ó...
102
Voted
ICMS
2010
15 years 11 days ago
TADD: A Computational Framework for Data Analysis Using Discrete Morse Theory
This paper presents a computational framework that allows for a robust extraction of the extremal structure of scalar and vector fields on 2D manifolds embedded in 3D. This struct...
Jan Reininghaus, David Günther, Ingrid Hotz, ...
JWSR
2007
119views more  JWSR 2007»
15 years 1 months ago
Ontology Driven Data Mediation in Web Services
: With the rising popularity of Web services, both academia and industry have invested considerably in Web service description standards, discovery, and composition techniques. The...
Meenakshi Nagarajan, Kunal Verma, Amit P. Sheth, J...