You have Guest access.
Log In
José C. Príncipe and Risto Miikkulainen
Front matter
1-9
Batch-Learning Self-Organizing Map for Predicting Functions of Poorly-Characterized Proteins Massively Accumulated
10-18
Incremental Unsupervised Time Series Analysis Using Merge Growing Neural Gas
19-27
Clustering Hierarchical Data Using Self-Organizing Map: A Graph-Theoretical Approach
28-36
Time Series Clustering for Anomaly Detection Using Competitive Neural Networks
37-44
Fault Prediction in Aircraft Engines Using Self-Organizing Maps
45-53
Incremental Figure-Ground Segmentation Using Localized Adaptive Metrics in LVQ
54-62
Application of Supervised Pareto Learning Self Organizing Maps and Its Incremental Learning
63-71
Gamma SOM for Temporal Sequence Processing
72-79
Fuzzy Variant of Affinity Propagation in Comparison to Median Fuzzy c-Means
80-88
Clustering with Swarm Algorithms Compared to Emergent SOM
89-97
Cartograms, Self-Organizing Maps, and Magnification Control
98-106
Concept Mining with Self-Organizing Maps for the Semantic Web
107-115
ViSOM for Dimensionality Reduction in Face Recognition
116-123
Early Recognition of Gesture Patterns Using Sparse Code of Self-Organizing Map
124-132
Bag-of-Features Codebook Generation by Self-Organisation
133-144
On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study
145-153
Approaching the Time Dependent Cocktail Party Problem with Online Sparse Coding Neural Gas
154-162
Career-Path Analysis Using Optimal Matching and Self-Organizing Maps
163-171
Network-Structured Particle Swarm Optimizer with Various Topology and Its Behaviors
172-181
Representing Semantic Graphs in a Self-Organizing Map
182-190
Analytic Comparison of Self-Organising Maps
191-199
Modeling the Bilingual Lexicon of an Individual Subject
200-208
Self-Organizing Maps with Non-cooperative Strategies (SOM-NC)
209-218
Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map
219-227
Line Image Classification by NG×SOM: Application to Handwritten Character Recognition
228-236
Self-Organization of Tactile Receptive Fields: Exploring Their Textural Origin and Their Representational Properties
237-245
Visualization by Linear Projections as Information Retrieval
246-254
Analyzing Domestic Violence with Topographic Maps: A Comparative Study
255-263
On the Finding Process of Volcano-Domain Ontology Components Using Self-Organizing Maps
264-271
Elimination of Useless Neurons in Incremental Learnable Self-Organizing Map
272-280
Hierarchical PCA Using Tree-SOM for the Identification of Bacteria
281-289
Optimal Combination of SOM Search in Best-Matching Units and Map Neighborhood
290-297
Sparse Linear Combination of SOMs for Data Imputation: Application to Financial Database
298-306
Towards Semi-supervised Manifold Learning: UKR with Structural Hints
307-315
Construction of a General Physical Condition Judgment System Using Acceleration Plethysmogram Pulse-Wave Analysis
316-324
Top-Down Control of Learning in Biological Self-Organizing Maps
325-333
Functional Principal Component Learning Using Oja’s Method and Sobolev Norms
334-343
A Computational Framework for Nonlinear Dimensionality Reduction and Clustering
344-352
The Exploration Machine – A Novel Method for Data Visualization
353-361
Generalized Self-Organizing Mixture Autoregressive Model
362-371
An SOM-Hybrid Supervised Model for the Prediction of Underlying Physical Parameters from Near-Infrared Planetary Spectra
Back matter
This page requires script.
Frequently asked questions General info on journals and books Send us your feedback Impressum Contact us
© Springer, Part of Springer Science+Business Media Privacy, Disclaimer, Terms & Conditions, and Copyright Info