Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XVIII
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Published By Springer International Publishing

9783030445836, 9783030445843
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scholarly journals Interpretable Neuron Structuring with Graph Spectral Regularization

2020 ◽  
pp. 509-521
Author(s):  
Alexander Tong ◽  
David van Dijk ◽  
Jay S. Stanley III ◽  
Matthew Amodio ◽  
Kristina Yim ◽  
...  
Keyword(s):  
Spectral Regularization

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

2020 ◽  
pp. 561-573
Author(s):  
Marcel Wever ◽  
Alexander Tornede ◽  
Felix Mohr ◽  
Eyke Hüllermeier
Keyword(s):  
Binary Relevance ◽  
Selection Of

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

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

scholarly journals Comparing the Preservation of Network Properties by Graph Embeddings

2020 ◽  
pp. 522-534
Author(s):  
Rémi Vaudaine ◽  
Rémy Cazabet ◽  
Christine Largeron
Keyword(s):  
Graph Embeddings ◽  
Network Properties

scholarly journals Angle-Based Crowding Degree Estimation for Many-Objective Optimization

2020 ◽  
pp. 574-586 ◽  
Author(s):  
Yani Xue ◽  
Miqing Li ◽  
Xiaohui Liu

scholarly journals Making Learners (More) Monotone

2020 ◽  
pp. 535-547
Author(s):  
Tom Julian Viering ◽  
Alexander Mey ◽  
Marco Loog

scholarly journals Ising-Based Consensus Clustering on Specialized Hardware

2020 ◽  
pp. 106-118
Author(s):  
Eldan Cohen ◽  
Avradip Mandal ◽  
Hayato Ushijima-Mwesigwa ◽  
Arnab Roy
Keyword(s):  
Consensus Clustering ◽  
Specialized Hardware

scholarly journals DO-U-Net for Segmentation and Counting

2020 ◽  
pp. 391-403
Author(s):  
Toyah Overton ◽  
Allan Tucker
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