Statistical Learning and Data Science
Latest Publications

TOTAL DOCUMENTS

17

(FIVE YEARS 0)

H-INDEX

2

(FIVE YEARS 0)

Published By Chapman And Hall/CRC

9780429107689

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Some Properties of Infinite VC-Dimension Systems Alexey Chervonenkis

Statistical Learning and Data Science ◽

10.1201/b11429-9 ◽

2011 ◽

pp. 69-76

Keyword(s):

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Large-Scale Machine Learning with Stochastic Gradient Descent Léon Bottou

Statistical Learning and Data Science ◽

10.1201/b11429-6 ◽

2011 ◽

pp. 33-42 ◽

Keyword(s):

Machine Learning ◽

Gradient Descent ◽

Large Scale ◽

Stochastic Gradient ◽

Stochastic Gradient Descent

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Conformal Predictors in Semisupervised Case Dmitry Adamskiy, Ilia Nouretdinov, and Alexander Gammerman

Statistical Learning and Data Science ◽

10.1201/b11429-8 ◽

2011 ◽

pp. 59-68

Keyword(s):

Conformal Predictors

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Trees with Soft Nodes: A New Approach to the Construction of Prediction Trees from Data

Statistical Learning and Data Science ◽

10.1201/b11429-20 ◽

2011 ◽

pp. 175-186 ◽

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Geometric Data Analysis in a Social Science Research Program: The Case of Bourdieu’s Sociology

Statistical Learning and Data Science ◽

10.1201/b11429-12 ◽

2011 ◽

pp. 93-106

Keyword(s):

Data Analysis ◽

Social Science ◽

Research Program ◽

Social Science Research ◽

Science Research ◽

Geometric Data ◽

Geometric Data Analysis

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Bayesian Analysis of Structural Equation Models Using Parameter Expansion

Statistical Learning and Data Science ◽

10.1201/b11429-17 ◽

2011 ◽

pp. 151-162

Keyword(s):

Bayesian Analysis ◽

Structural Equation ◽

Structural Equation Models ◽

Parameter Expansion

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Functional Data Analysis: An Interdisciplinary Statistical Topic

Statistical Learning and Data Science ◽

10.1201/b11429-22 ◽

2011 ◽

pp. 205-212

Keyword(s):

Data Analysis ◽

Functional Data Analysis ◽

Functional Data

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Measuring Classifier Performance: On the Incoherence of the Area under the ROC Curve and What to Do about It

Statistical Learning and Data Science ◽

10.1201/b11429-14 ◽

2011 ◽

pp. 119-128

Keyword(s):

Roc Curve ◽

Classifier Performance

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Semantics from Narrative: State of the Art and Future Prospects

Statistical Learning and Data Science ◽

10.1201/b11429-13 ◽

2011 ◽

pp. 107-118

Keyword(s):

State Of The Art ◽

Future Prospects

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Fast Optimization Algorithms for Solving SVM+ Dmitry Pechyony and Vladimir Vapnik

Statistical Learning and Data Science ◽

10.1201/b11429-7 ◽

2011 ◽

pp. 43-58

Keyword(s):

Optimization Algorithms ◽

Fast Optimization

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