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ORCIDSimilarity-Based Pattern Analysis and Recognition 2013
- Marcello Pelillo:
Similarity-Based Pattern Analysis and Recognition. Advances in Computer Vision and Pattern Recognition, Springer 2013, ISBN 978-1-4471-5627-7
Embedding and Beyond
- Marcello Pelillo:
Introduction: The SIMBAD Project. 1-10
Foundational Issues
- Robert P. W. Duin, Elzbieta Pekalska, Marco Loog:
Non-Euclidean Dissimilarities: Causes, Embedding and Informativeness. 13-44 - Joachim M. Buhmann:
SIMBAD: Emergence of Pattern Similarity. 45-64
Deriving Similarities for Non-vectorial Data
- Pedro M. Q. Aguiar, Manuele Bicego, Umberto Castellani, Mário A. T. Figueiredo, André F. T. Martins, Vittorio Murino, Alessandro Perina, Aydin Ulas
:
On the Combination of Information-Theoretic Kernels with Generative Embeddings. 67-83 - Ana L. N. Fred, André Lourenço, Helena Aidos, Samuel Rota Bulò, Nicola Rebagliati, Mário A. T. Figueiredo, Marcello Pelillo:
Learning Similarities from Examples Under the Evidence Accumulation Clustering Paradigm. 85-117
Embedding and Beyond
- Peng Ren, Furqan Aziz, Lin Han, Eliza Xu, Richard C. Wilson, Edwin R. Hancock:
Geometricity and Embedding. 121-155 - Volker Roth, Thomas J. Fuchs, Julia E. Vogt, Sandhya Prabhakaran, Joachim M. Buhmann:
Structure Preserving Embedding of Dissimilarity Data. 157-177 - Marcello Pelillo, Samuel Rota Bulò, Andrea Torsello, Andrea Albarelli, Emanuele Rodolà:
A Game-Theoretic Approach to Pairwise Clustering and Matching. 179-216
Applications
- Peter J. Schüffler, Thomas J. Fuchs, Cheng Soon Ong, Volker Roth, Joachim M. Buhmann:
Automated Analysis of Tissue Micro-Array Images on the Example of Renal Cell Carcinoma. 219-245 - Aydin Ulas, Umberto Castellani, Manuele Bicego, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla:
Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Mental Illness. 247-287
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