Lecture Notes in Computer Science - Conformal and Probabilistic Prediction with Applications
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Published By Springer International Publishing

9783319333946, 9783319333953

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Effective Design for Sobol Indices Estimation Based on Polynomial Chaos Expansions

Lecture Notes in Computer Science - Conformal and Probabilistic Prediction with Applications ◽

10.1007/978-3-319-33395-3_12 ◽

2016 ◽

pp. 165-184 ◽

Author(s):

Evgeny Burnaev ◽

Ivan Panin ◽

Bruno Sudret

Keyword(s):

Polynomial Chaos ◽

Sobol Indices ◽

Polynomial Chaos Expansions ◽

Effective Design

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Learning with Intelligent Teacher

Lecture Notes in Computer Science - Conformal and Probabilistic Prediction with Applications ◽

10.1007/978-3-319-33395-3_1 ◽

2016 ◽

pp. 3-19 ◽

Author(s):

Vladimir Vapnik ◽

Rauf Izmailov

Keyword(s):

Intelligent Teacher

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Criteria of Efficiency for Conformal Prediction

Lecture Notes in Computer Science - Conformal and Probabilistic Prediction with Applications ◽

10.1007/978-3-319-33395-3_2 ◽

2016 ◽

pp. 23-39 ◽

Author(s):

Vladimir Vovk ◽

Valentina Fedorova ◽

Ilia Nouretdinov ◽

Alexander Gammerman

Keyword(s):

Conformal Prediction

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Method of Learning Malware Behavior Scripts by Sequential Pattern Mining

Lecture Notes in Computer Science - Conformal and Probabilistic Prediction with Applications ◽

10.1007/978-3-319-33395-3_14 ◽

2016 ◽

pp. 196-207 ◽

Author(s):

A. V. Moldavskaya ◽

V. M. Ruvinskaya ◽

E. L. Berkovich

Keyword(s):

Pattern Mining ◽

Sequential Pattern Mining ◽

Sequential Pattern

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Binary Relevance Multi-label Conformal Predictor

Lecture Notes in Computer Science - Conformal and Probabilistic Prediction with Applications ◽

10.1007/978-3-319-33395-3_7 ◽

2016 ◽

pp. 90-104 ◽

Author(s):

Antonis Lambrou ◽

Harris Papadopoulos

Keyword(s):

Binary Relevance

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Joint Prediction of Chronic Conditions Onset: Comparing Multivariate Probits with Multiclass Support Vector Machines

Lecture Notes in Computer Science - Conformal and Probabilistic Prediction with Applications ◽

10.1007/978-3-319-33395-3_13 ◽

2016 ◽

pp. 185-195 ◽

Author(s):

Shima Ghassem Pour ◽

Federico Girosi

Keyword(s):

Support Vector Machines ◽

Chronic Conditions ◽

Support Vector ◽

Vector Machines ◽

Joint Prediction ◽

Multivariate Probits ◽

Multiclass Support Vector Machines

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Decision Trees for Instance Transfer

Lecture Notes in Computer Science - Conformal and Probabilistic Prediction with Applications ◽

10.1007/978-3-319-33395-3_9 ◽

2016 ◽

pp. 116-127 ◽

Author(s):

Shuang Zhou ◽

Evgueni Smirnov ◽

Gijs Schoenmakers ◽

Ralf Peeters

Keyword(s):

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Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenario

Lecture Notes in Computer Science - Conformal and Probabilistic Prediction with Applications ◽

10.1007/978-3-319-33395-3_5 ◽

2016 ◽

pp. 67-74

Author(s):

Raúl Moreno ◽

◽

Jesús Vega ◽

Sebastián Dormido

Keyword(s):

Conformal Prediction

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Extended Regression on Manifolds Estimation

Lecture Notes in Computer Science - Conformal and Probabilistic Prediction with Applications ◽

10.1007/978-3-319-33395-3_15 ◽

2016 ◽

pp. 208-228 ◽

Author(s):

Alexander Kuleshov ◽

Alexander Bernstein

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A Metric to Improve the Robustness of Conformal Predictors in the Presence of Error Bars

Lecture Notes in Computer Science - Conformal and Probabilistic Prediction with Applications ◽

10.1007/978-3-319-33395-3_8 ◽

2016 ◽

pp. 105-115

Author(s):

Andrea Murari ◽

Saeed Talebzadeh ◽

Jesús Vega ◽

Emmanuele Peluso ◽

Michela Gelfusa ◽

...

Keyword(s):

Conformal Predictors ◽

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