Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII
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9783030445836, 9783030445843

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Interpretable Neuron Structuring with Graph Spectral Regularization

Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII ◽

10.1007/978-3-030-44584-3_40 ◽

2020 ◽

pp. 509-521

Author(s):

Alexander Tong ◽

David van Dijk ◽

Jay S. Stanley III ◽

Matthew Amodio ◽

Kristina Yim ◽

...

Keyword(s):

Spectral Regularization

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LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-label Classification

Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII ◽

10.1007/978-3-030-44584-3_44 ◽

2020 ◽

pp. 561-573

Author(s):

Marcel Wever ◽

Alexander Tornede ◽

Felix Mohr ◽

Eyke Hüllermeier

Keyword(s):

Binary Relevance ◽

Selection Of

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A Consensus Approach to Improve NMF Document Clustering

Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII ◽

10.1007/978-3-030-44584-3_14 ◽

2020 ◽

pp. 171-183

Author(s):

Mickael Febrissy ◽

Mohamed Nadif

Keyword(s):

Document Clustering ◽

Consensus Approach

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Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions

Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII ◽

10.1007/978-3-030-44584-3_43 ◽

2020 ◽

pp. 548-560

Author(s):

Laura von Rueden ◽

Sebastian Mayer ◽

Rafet Sifa ◽

Christian Bauckhage ◽

Jochen Garcke

Keyword(s):

Machine Learning ◽

Future Directions ◽

Hybrid Modelling ◽

Modelling Approach

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Comparing the Preservation of Network Properties by Graph Embeddings

Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII ◽

10.1007/978-3-030-44584-3_41 ◽

2020 ◽

pp. 522-534

Author(s):

Rémi Vaudaine ◽

Rémy Cazabet ◽

Christine Largeron

Keyword(s):

Graph Embeddings ◽

Network Properties

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Angle-Based Crowding Degree Estimation for Many-Objective Optimization

Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII ◽

10.1007/978-3-030-44584-3_45 ◽

2020 ◽

pp. 574-586 ◽

Cited By ~ 1

Author(s):

Yani Xue ◽

Miqing Li ◽

Xiaohui Liu

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Making Learners (More) Monotone

Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII ◽

10.1007/978-3-030-44584-3_42 ◽

2020 ◽

pp. 535-547

Author(s):

Tom Julian Viering ◽

Alexander Mey ◽

Marco Loog

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Ising-Based Consensus Clustering on Specialized Hardware

Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII ◽

10.1007/978-3-030-44584-3_9 ◽

2020 ◽

pp. 106-118

Author(s):

Eldan Cohen ◽

Avradip Mandal ◽

Hayato Ushijima-Mwesigwa ◽

Arnab Roy

Keyword(s):

Consensus Clustering ◽

Specialized Hardware

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DO-U-Net for Segmentation and Counting

Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII ◽

10.1007/978-3-030-44584-3_31 ◽

2020 ◽

pp. 391-403

Author(s):

Toyah Overton ◽

Allan Tucker

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A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization

Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII ◽

10.1007/978-3-030-44584-3_26 ◽

2020 ◽

pp. 326-338

Author(s):

Alexander Mey ◽

Tom Julian Viering ◽

Marco Loog

Keyword(s):

Complexity Analysis ◽

Manifold Regularization

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Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIIILatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Interpretable Neuron Structuring with Graph Spectral Regularization

LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-label Classification

A Consensus Approach to Improve NMF Document Clustering

Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions

Comparing the Preservation of Network Properties by Graph Embeddings

Angle-Based Crowding Degree Estimation for Many-Objective Optimization

Making Learners (More) Monotone

Ising-Based Consensus Clustering on Specialized Hardware

DO-U-Net for Segmentation and Counting

A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization

Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII
Latest Publications