WSOM 2009 - PDF Preprint Papers

WSOM 2009 International Workshop on Advances in Self-Organizing Maps

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WSOM
2009
Springer

331views Artificial Intelligence» more WSOM 2009»

Bag-of-Features Codebook Generation by Self-Organisation

14 years 6 months ago

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Bag of features is a well established technique for the visual categorisation of objects, categories of objects and textures. One of the most important part of this technique is co...

Teemu Kinnunen, Joni-Kristian Kämärä...

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Id	Views	Title	Status

1	331	Bag-of-Features Codebook Generation by Self-Organisation	claim
2	310	Approaching the Time Dependent Cocktail Party Problem with Online Sparse Coding Neural Gas	claim
3	306	Incremental Unsupervised Time Series Analysis Using Merge Growing Neural Gas	claim
4	290	Fault Prediction in Aircraft Engines Using Self-Organizing Maps	claim
5	286	Career-Path Analysis Using Optimal Matching and Self-Organizing Maps	claim
6	285	Analyzing Domestic Violence with Topographic Maps: A Comparative Study	claim
7	281	Analytic Comparison of Self-Organising Maps	claim
8	273	Towards Semi-supervised Manifold Learning: UKR with Structural Hints	claim
9	261	Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map	claim
10	260	Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database	claim
11	235	Visualization by Linear Projections as Information Retrieval	claim
12	229	Optimal Combination of SOM Search in Best-Matching Units and Map Neighborhood	claim
13	227	Top-Down Control of Learning in Biological Self-Organizing Maps	claim
14	221	Network-Structured Particle Swarm Optimizer with Various Topology and Its Behaviors	claim
15	202	Incremental Figure-Ground Segmentation Using Localized Adaptive Metrics in LVQ	claim
16	200	Self-Organization of Tactile Receptive Fields: Exploring Their Textural Origin and Their Representational Properties	claim

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