WSOM+’26 16th International Workshop on Self-Organizing Maps, Learning Vector Quantization & Beyond

Call for Papers: WSOM+ 2026 (co-organized with IDEAL 2026),

Manchester, UK, 19-21 November 2026

— Apologies in advance for multiple postings —

WSOM+ 2026

16th International Workshop on Self-Organizing Maps,

Learning Vector Quantization & Beyond

https://personen.fiw.thws.de/wsom/

Co-organized with IDEAL 2026

Manchester, UK, 19-21 November 2026

Call for Papers

WSOM+ 2026 invites original contributions related to the theoretical,

methodological, and application-oriented aspects of unsupervised learning,

Self-Organizing Maps, Learning Vector Quantization, clustering, data

visualization, and closely related topics.

WSOM+ provides an international forum for research on SOM, LVQ,

prototype-based learning, interpretable models, and related methods for

unsupervised and supervised data analysis, visualization, and applications.

Topics of interest include, but are not limited to:

– Self-Organizing Maps and related models

– Learning Vector Quantization

– Prototype-based Learning

– Vector Quantization

– Clustering and Unsupervised Learning

– Data Visualization

– Embedding Techniques

– Statistical Data Analysis and Machine Learning

– Interpretable Models

– Confidence & Transfer Learning

– Hardware and Neuromorphic Hardware for LVQ & SOM

We also encourage scientific and application-oriented papers demonstrating

the use of these methods in areas including, but not limited to:

– Data mining, including stream mining and process mining

– Pattern recognition

– Knowledge management

– Business intelligence and financial analysis

– Anomaly detection and outlier analysis

– Industrial applications

– Scientific applications

– Bioinformatics, biostatistics, and

applications in biomedicine and healthcare Telecommunications

– Transport optimization

– Cognitive modeling

– Language modeling

– Robotics and intelligent systems

– Image processing and vision

– Speech processing

– Text and document analysis

IMPORTANT DATES:

Paper submission deadline: 1 July 2026

Notification of acceptance: 1 September 2026

Final version due: 11 September 2026

Conference dates: 19-21 November 2026

SUBMISSION:

Submission will be handled via the IDEAL 2026 online submission system (tbc)

The dedicated submission link will be announced soon.

For updates look at: https://personen.fiw.thws.de/wsom/

PUBLICATION:

The WSOM+ 2026 proceedings will be published by Springer in the

Lecture Notes in Networks and Systems (LNNS) series.

VENUE: Manchester, UK (Details follow)

FURTHER INFORMATION:

The dedicated WSOM+ 2026 webpage is currently under preparation.

More details on submission, registration, and programme will follow soon.