Topology-oriented self-organizing maps: a survey

Self-organizing maps whose topologies can be learned with adaptive binary search trees using conditional rotations

(2013) César A. Astudillo et al.   PATTERN RECOGNITION

Visualization maps based on SOM to analyze MIMO systems

(2012) J. J. Fuertes et al.   NEURAL COMPUTING & APPLICATIONS

On achieving semi-supervised pattern recognition by utilizing tree-based SOMs

(2012) César A. Astudillo et al.   PATTERN RECOGNITION

Compositional Generative Mapping for Tree-Structured Data—Part I: Bottom-Up Probabilistic Modeling of Trees

(2012) D. Bacciu et al.   IEEE Transactions on Neural Networks and Learning Systems

Compositional Generative Mapping for Tree-Structured Data—Part II: Topographic Projection Model

(2012) D. Bacciu et al.   IEEE Transactions on Neural Networks and Learning Systems

Imposing tree-based topologies onto self organizing maps

(2011) César A. Astudillo et al.   INFORMATION SCIENCES

On the topological modeling and analysis of industrial process data using the SOM

(2010) Francesco Corona et al.   COMPUTERS & CHEMICAL ENGINEERING

Multilayer SOM With Tree-Structured Data for Efficient Document Retrieval and Plagiarism Detection

(2009) T.W.S. Chow et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Exploiting Data Topology in Visualization and Clustering of Self-Organizing Maps

(2009) K. Tasdemir et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

SOM of SOMs

(2009) Tetsuo Furukawa   NEURAL NETWORKS