Efficient temporal pattern recognition by means of dissimilarity space embedding with discriminative prototypes

DOI10.1016/j.patcog.2016.11.013zbMath1429.68261OpenAlexW2550600492MaRDI QIDQ2290336

Volkmar Frinken, Seiichi Uchida, Brian Kenji Iwana, Kaspar Riesen

Publication date: 27 January 2020

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2016.11.013

zbMATH Keywords

dissimilarity representationensemble classificationtemporal patternsdissimilarity space embeddingonline digit classification

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items (1)

A review on distance based time series classification

Uses Software

• AdaBoost.MH

Cites Work

• Unnamed Item
• Similarity-based pattern analysis and recognition
• A decision-theoretic generalization of on-line learning and an application to boosting
• Prototype selection for dissimilarity-based classifiers
• An optimal algorithm for approximate nearest neighbor searching fixed dimensions
• The Dissimilarity Representation for Pattern Recognition
• Dissimilarity representations allow for building good classifiers
• Learning Similarities from Examples Under the Evidence Accumulation Clustering Paradigm
• Graph Embedding in Vector Spaces by Means of Prototype Selection

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