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ORCIDS+SSPR 2016: Mérida, Mexico
- Antonio Robles-Kelly, Marco Loog, Battista Biggio, Francisco Escolano, Richard C. Wilson:
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2016, Mérida, Mexico, November 29 - December 2, 2016, Proceedings. Lecture Notes in Computer Science 10029, 2016, ISBN 978-3-319-49054-0
Dimensionality Reduction, Manifold Learning and Embedding Methods
- Lixin Cui, Lu Bai, Yue Wang, Xiao Bai, Zhihong Zhang, Edwin R. Hancock
:
P2P Lending Analysis Using the Most Relevant Graph-Based Features. 3-14 - Keigo Kimura, Mineichi Kudo, Lu Sun:
Simultaneous Nonlinear Label-Instance Embedding for Multi-label Classification. 15-25 - Antonio Robles-Kelly:
Least-Squares Regression with Unitary Constraints for Network Behaviour Classification. 26-36 - Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Mathematical Aspects of Tensor Subspace Method. 37-48 - Giorgia Minello, Andrea Torsello, Edwin R. Hancock:
Thermodynamic Characterization of Temporal Networks. 49-59
Dissimilarity Representations
- Bahram Lavi, Giorgio Fumera, Fabio Roli:
A Multi-Stage Approach for Fast Person Re-identification. 63-73 - Mauricio Orozco-Alzate, Robert P. W. Duin, Manuele Bicego:
Unsupervised Parameter Estimation of Non Linear Scaling for Improved Classification in the Dissimilarity Space. 74-83 - David M. J. Tax, Veronika Cheplygina, Robert P. W. Duin, Jan van de Poll:
The Similarity Between Dissimilarities. 84-94 - Mara Chinea-Rios, Germán Sanchis-Trilles, Francisco Casacuberta:
Bilingual Data Selection Using a Continuous Vector-Space Representation. 95-106 - Andreas Nienkötter, Xiaoyi Jiang:
Improved Prototype Embedding Based Generalized Median Computation by Means of Refined Reconstruction Methods. 107-117
Graph-Theoretic Methods
- Xavier Cortés, Francesc Serratosa, Kaspar Riesen:
On the Relevance of Local Neighbourhoods for Greedy Graph Edit Distance. 121-131 - Romain Deville, Élisa Fromont, Baptiste Jeudy, Christine Solnon:
GriMa: A Grid Mining Algorithm for Bag-of-Grid-Based Classification. 132-142 - Joshua Lockhart, Giorgia Minello, Luca Rossi, Simone Severini, Andrea Torsello:
Edge Centrality via the Holevo Quantity. 143-152 - Jianjia Wang, Richard C. Wilson, Edwin R. Hancock:
Thermodynamic Network Analysis with Quantum Spin Statistics. 153-162 - Cheng Ye, Richard C. Wilson, Edwin R. Hancock:
Correlation Network Evolution Using Mean Reversion Autoregression. 163-173 - Furqan Aziz, Edwin R. Hancock, Richard C. Wilson:
Graph Entropy from Closed Walk and Cycle Functionals. 174-184 - Francisco Escolano, Manuel Curado, Miguel Angel Lozano, Edwin R. Hancock:
Dirichlet Graph Densifiers. 185-195 - Cheng Ye, Richard C. Wilson, Edwin R. Hancock:
A Jensen-Shannon Divergence Kernel for Directed Graphs. 196-206 - Pasi Fränti, Radu Mariescu-Istodor, Caiming Zhong:
XNN Graph. 207-217 - Jianjia Wang, Richard C. Wilson, Edwin R. Hancock:
fMRI Activation Network Analysis Using Bose-Einstein Entropy. 218-228
Model Selection, Classification and Clustering
- Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Classification of Volumetric Data Using Multiway Data Analysis. 231-240 - Francisco Escolano, Manuel Curado, Edwin R. Hancock:
Commute Times in Dense Graphs. 241-251 - Aidin Hassanzadeh, Arto Kaarna, Tuomo Kauranne:
Outlier Robust Geodesic K-means Algorithm for High Dimensional Data. 252-262 - Satoru Koda:
Adaptive Sparse Bayesian Regression with Variational Inference for Parameter Estimation. 263-273 - Matteo Denitto, Luca Magri, Alessandro Farinelli, Andrea Fusiello, Manuele Bicego:
Multiple Structure Recovery via Probabilistic Biclustering. 274-284 - Pasi Fränti, Mohammad Rezaei:
Generalizing Centroid Index to Different Clustering Models. 285-296
Semi and Fully Supervised Learning Methods
- Jesse H. Krijthe, Marco Loog:
The Peaking Phenomenon in Semi-supervised Learning. 299-309 - Michal Balazia, Petr Sojka:
Walker-Independent Features for Gait Recognition from Motion Capture Data. 310-321 - Ambra Demontis, Paolo Russu, Battista Biggio, Giorgio Fumera, Fabio Roli:
On Security and Sparsity of Linear Classifiers for Adversarial Settings. 322-332 - Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf:
Semantic Segmentation via Multi-task, Multi-domain Learning. 333-343 - Guopeng Zhang, Massimo Piccardi:
Sequential Labeling with Structural SVM Under an Average Precision Loss. 344-354
Shape Analysis
- Jean Felipe Felsky, Edson J. R. Justino, Jacques Facon:
Forensic Analysis of Manuscript Authorship: An Optimized Computational Approach Based on Texture Descriptors. 357-367 - Youssef El Rhabi, Loïc Simon, Luc Brun, Josep Lladós Canet, Felipe Lumbreras:
Information Theoretic Rotationwise Robust Binary Descriptor Learning. 368-378 - Ralph Versteegen, Georgy L. Gimel'farb, Patricia Riddle:
Markov-Gibbs Texture Modelling with Learnt Freeform Filters. 379-389 - Carmine Sansone, Daniel Pucher, Nicole M. Artner, Walter G. Kropatsch, Alessia Saggese, Mario Vento:
Shape Normalizing and Tracking Dancing Worms. 390-400 - Najoua Rahal, Mohamed Ben Jlaiel, Adel M. Alimi:
Entity Extraction and Correction Based on Token Structure Model Generation. 401-411 - Aysylu Gabdulkhakova, Walter G. Kropatsch:
Detecting Ellipses in Elongated Shapes Using the Thickness Profile. 412-423
Spatio-temporal Pattern Recognition
- Kevin Bascol, Rémi Emonet, Élisa Fromont, Jean-Marc Odobez:
Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders. 427-438 - Radu Mariescu-Istodor, Pasi Fränti:
Gesture Input for GPS Route Search. 439-449 - Sami Sieranoja, Tomi Kinnunen, Pasi Fränti:
GPS Trajectory Biometrics: From Where You Were to How You Move. 450-460
Structural Matching
- Andrea Cucci, Pietro Lovato, Manuele Bicego:
Enriched Bag of Words for Protein Remote Homology Detection. 463-473 - Luca Rossi, Simone Severini, Andrea Torsello:
The Average Mixing Matrix Signature. 474-484 - Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam:
Exact Graph Edit Distance Computation Using a Binary Linear Program. 485-495 - Benoit Gaüzère, Sébastien Bougleux, Luc Brun:
Approximating Graph Edit Distance Using GNCCP. 496-506 - Carlos Francisco Moreno-García, Francesc Serratosa, Xavier Cortés:
Generalised Median of a Set of Correspondences Based on the Hamming Distance. 507-518 - Carlos Francisco Moreno-García, Xavier Cortés, Francesc Serratosa:
A Graph Repository for Learning Error-Tolerant Graph Matching. 519-529 - Francesc Serratosa, Xavier Cortés, Carlos Francisco Moreno-García:
Graph Edit Distance or Graph Edit Pseudo-Distance? 530-540
Text and Document Analysis
- Juan Ignacio Toledo, Sebastian Sudholt, Alicia Fornés, Jordi Cucurull, Gernot A. Fink, Josep Lladós:
Handwritten Word Image Categorization with Convolutional Neural Networks and Spatial Pyramid Pooling. 543-552 - Michael Stauffer, Andreas Fischer, Kaspar Riesen:
A Novel Graph Database for Handwritten Word Images. 553-563 - Michael Stauffer, Andreas Fischer, Kaspar Riesen:
Graph-Based Keyword Spotting in Historical Handwritten Documents. 564-573 - Sounak Dey, Anguelos Nicolaou, Josep Lladós, Umapada Pal:
Local Binary Pattern for Word Spotting in Handwritten Historical Document. 574-583
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