Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science
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Published By Springer Berlin Heidelberg

9783662448502, 9783662448519

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Support Vector Machines for Differential Prediction

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-662-44851-9_4 ◽

2014 ◽

pp. 50-65 ◽

Author(s):

Finn Kuusisto ◽

Vitor Santos Costa ◽

Houssam Nassif ◽

Elizabeth Burnside ◽

David Page ◽

...

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Differential Prediction ◽

Vector Machines

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Randomized Operating Point Selection in Adversarial Classification

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-662-44851-9_16 ◽

2014 ◽

pp. 240-255 ◽

Author(s):

Viliam Lisý ◽

Robert Kessl ◽

Tomáš Pevný

Keyword(s):

Operating Point ◽

Point Selection ◽

Adversarial Classification

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Flexible Shift-Invariant Locality and Globality Preserving Projections

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-662-44851-9_31 ◽

2014 ◽

pp. 485-500 ◽

Author(s):

Feiping Nie ◽

Xiao Cai ◽

Heng Huang

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Reliability Maps: A Tool to Enhance Probability Estimates and Improve Classification Accuracy

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-662-44851-9_2 ◽

2014 ◽

pp. 18-33 ◽

Author(s):

Meelis Kull ◽

Peter A. Flach

Keyword(s):

Classification Accuracy ◽

Probability Estimates

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Linear State-Space Model with Time-Varying Dynamics

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-662-44851-9_22 ◽

2014 ◽

pp. 338-353

Author(s):

Jaakko Luttinen ◽

Tapani Raiko ◽

Alexander Ilin

Keyword(s):

State Space ◽

State Space Model ◽

Time Varying ◽

Space Model ◽

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FILTA: Better View Discovery from Collections of Clusterings via Filtering

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-662-44851-9_10 ◽

2014 ◽

pp. 145-160 ◽

Author(s):

Yang Lei ◽

Nguyen Xuan Vinh ◽

Jeffrey Chan ◽

James Bailey

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Bi-directional Representation Learning for Multi-label Classification

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-662-44851-9_14 ◽

2014 ◽

pp. 209-224 ◽

Author(s):

Xin Li ◽

Yuhong Guo

Keyword(s):

Representation Learning

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Recurrent Greedy Parsing with Neural Networks

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-662-44851-9_9 ◽

2014 ◽

pp. 130-144

Author(s):

Joël Legrand ◽

Ronan Collobert

Keyword(s):

Neural Networks

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On the Null Distribution of the Precision and Recall Curve

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-662-44851-9_21 ◽

2014 ◽

pp. 322-337 ◽

Author(s):

Miguel Lopes ◽

Gianluca Bontempi

Keyword(s):

Null Distribution ◽

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Interestingness-Driven Diffusion Process Summarization in Dynamic Networks

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-662-44851-9_38 ◽

2014 ◽

pp. 597-613 ◽

Author(s):

Qiang Qu ◽

Siyuan Liu ◽

Christian S. Jensen ◽

Feida Zhu ◽

Christos Faloutsos

Keyword(s):

Diffusion Process ◽

Dynamic Networks

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