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» Using Validation Sets to Avoid Overfitting in AdaBoost
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162
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PKDD
2010
Springer
177views Data Mining» more  PKDD 2010»
15 years 1 months ago
ITCH: Information-Theoretic Cluster Hierarchies
Hierarchical clustering methods are widely used in various scientific domains such as molecular biology, medicine, economy, etc. Despite the maturity of the research field of hie...
Christian Böhm, Frank Fiedler, Annahita Oswal...
129
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APAL
2010
141views more  APAL 2010»
15 years 3 months ago
Locatedness and overt sublocales
Locatedness is one of the fundamental notions in constructive mathematics. The existence of a positivity predicate on a locale, i.e. the locale being overt, or open, has proved to ...
Bas Spitters
120
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IRI
2009
IEEE
15 years 10 months ago
OntoMatch: A Monotonically Improving Schema Matching System for Autonomous Data Integration
Traditional schema matchers use a set of distinct simple matchers and use a composition function to combine the individual scores using an arbitrary order of matcher application l...
Anupam Bhattacharjee, Hasan M. Jamil
116
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CORR
2010
Springer
97views Education» more  CORR 2010»
15 years 2 months ago
Towards a Collision-Free WLAN: Dynamic Parameter Adjustment in CSMA/E2CA
Abstract—Carrier Sense Multiple Access with Enhanced Collision Avoidance (CSMA/ECA) is a distributed MAC protocol that allows collision-free access to the medium in WLAN. The onl...
Jaume Barceló, Boris Bellalta, Cristina Can...
114
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BMCBI
2007
99views more  BMCBI 2007»
15 years 3 months ago
Stratification bias in low signal microarray studies
Background: When analysing microarray and other small sample size biological datasets, care is needed to avoid various biases. We analyse a form of bias, stratification bias, that...
Brian J. Parker, Simon Günter, Justin Bedo