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» On quantum statistics in data analysis
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BIB
2011
14 years 5 months ago
Protein mass spectra data analysis for clinical biomarker discovery: a global review
The identification of new diagnostic or prognostic biomarkers is one of the main aims of clinical cancer research. In recent years there has been a growing interest in using high ...
Pascal Roy, Caroline Truntzer, Delphine Maucort-Bo...
INTERSPEECH
2010
14 years 5 months ago
Redescribing intonational categories with functional data analysis
Intonational research is often dependent upon hand-labeling by trained listeners, which can be prone to bias or error. We apply tools from Functional Data Analysis (FDA) to a set ...
Margaret Zellers, Michele Gubian, Brechtje Post
NIPS
2004
15 years 4 days ago
Euclidean Embedding of Co-Occurrence Data
Embedding algorithms search for low dimensional structure in complex data, but most algorithms only handle objects of a single type for which pairwise distances are specified. Thi...
Amir Globerson, Gal Chechik, Fernando C. Pereira, ...
SIGMOD
2005
ACM
116views Database» more  SIGMOD 2005»
15 years 11 months ago
ProDA: a suite of web-services for progressive data analysis
Online Scientific Applications (OSA) require statistical analysis of large multidimensional datasets. Towards this end, we have designed and developed a data storage and retrieval...
Mehrdad Jahangiri, Cyrus Shahabi
EVOW
2004
Springer
15 years 4 months ago
Evolutionary Search of Thresholds for Robust Feature Set Selection: Application to the Analysis of Microarray Data
Abstract. We deal with two important problems in pattern recognition that arise in the analysis of large datasets. While most feature subset selection methods use statistical techn...
Carlos Cotta, Christian Sloper, Pablo Moscato