WSOM 2009 - PDF Preprint Papers

WSOM 2009 International Workshop on Advances in Self-Organizing Maps

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WSOM
2009
Springer

107views Artificial Intelligence» more WSOM 2009»

Towards Semi-supervised Manifold Learning: UKR with Structural Hints

1 years 12 months ago

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We explore generic mechanisms to introduce structural hints into the method of Unsupervised Kernel Regression (UKR) in order to learn representations of data sequences in a semi-su...

Jan Steffen, Stefan Klanke, Sethu Vijayakumar, Hel...

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Id	Views	Title	Status
1	107	Towards Semi-supervised Manifold Learning: UKR with Structural Hints	claim
2	104	Analytic Comparison of Self-Organising Maps	claim
3	102	Bag-of-Features Codebook Generation by Self-Organisation	claim
4	95	Approaching the Time Dependent Cocktail Party Problem with Online Sparse Coding Neural Gas	claim
5	93	Analyzing Domestic Violence with Topographic Maps: A Comparative Study	claim
6	91	Fault Prediction in Aircraft Engines Using Self-Organizing Maps	claim
7	91	Career-Path Analysis Using Optimal Matching and Self-Organizing Maps	claim
8	88	Incremental Unsupervised Time Series Analysis Using Merge Growing Neural Gas	claim
9	84	Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database	claim
10	79	Top-Down Control of Learning in Biological Self-Organizing Maps	claim
11	79	Incremental Figure-Ground Segmentation Using Localized Adaptive Metrics in LVQ	claim
12	77	Network-Structured Particle Swarm Optimizer with Various Topology and Its Behaviors	claim
13	74	Visualization by Linear Projections as Information Retrieval	claim
14	73	Optimal Combination of SOM Search in Best-Matching Units and Map Neighborhood	claim
15	70	Self-Organization of Tactile Receptive Fields: Exploring Their Textural Origin and Their Representational Properties	claim
16	68	Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map	claim

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