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S+SSPR 2014: Joensuu, Finland
- Pasi Fränti, Gavin Brown, Marco Loog, Francisco Escolano, Marcello Pelillo:
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2014, Joensuu, Finland, August 20-22, 2014. Proceedings. Lecture Notes in Computer Science 8621, Springer 2014, ISBN 978-3-662-44414-6
Graph Kernels
- Lu Bai, Peng Ren
, Xiao Bai, Edwin R. Hancock
A Graph Kernel from the Depth-Based Representation. 1-11 - Pierre-Anthony Grenier, Luc Brun
Incorporating Molecule's Stereisomerism within the Machine Learning Framework. 12-21 - Andrea Torsello
Transitive State Alignment for the Quantum Jensen-Shannon Kernel. 22-31
Clustering
- Mikko I. Malinen, Pasi Fränti:
Balanced K-Means for Clustering. 32-41 - Battista Biggio
Poisoning Complete-Linkage Hierarchical Clustering. 42-52 - Ville Hautamäki
A Comparison of Categorical Attribute Data Clustering Methods. 53-62
Graph Edit Distance
- Kaspar Riesen
Improving Approximate Graph Edit Distance Using Genetic Algorithms. 63-72 - Benoit Gaüzère, Sébastien Bougleux
Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks. 73-82 - Andreas Fischer, Réjean Plamondon, Yvon Savaria, Kaspar Riesen
A Hausdorff Heuristic for Efficient Computation of Graph Edit Distance. 83-92
Graph Models and Embedding
- Brijnesh J. Jain:
Flip-Flop Sublinear Models for Graphs. 93-102 - Luca Rossi
Node Centrality for Continuous-Time Quantum Walks. 103-112 - Antonio Robles-Kelly:
Max-Correlation Embedding Computation. 113-122
Discriminant Analysis
- Tapio Pahikkala
Fast Gradient Computation for Learning with Tensor Product Kernels and Sparse Training Labels. 123-132 - Akinori Hidaka, Takio Kurita
Nonlinear Discriminant Analysis Based on Probability Estimation by Gaussian Mixture Model. 133-142
Combining and Selecting
- Konstantinos Sechidis, Nikolaos Nikolaou
Information Theoretic Feature Selection in Multi-label Data through Composite Likelihood. 143-152 - Emilie Morvant, Amaury Habrard, Stéphane Ayache:
Majority Vote of Diverse Classifiers for Late Fusion. 153-162
Joint Session
- Cheng Ye, Richard C. Wilson, Edwin R. Hancock
Entropic Graph Embedding via Multivariate Degree Distributions. 163-172 - George Nagy
On Parallel Lines in Noisy Forms. 173-182
Metrics and Dissimilarities
- Robert P. W. Duin, Manuele Bicego, Mauricio Orozco-Alzate
Metric Learning in Dissimilarity Space for Improved Nearest Neighbor Performance. 183-192 - Mohammad Rezaei
Matching Similarity for Keyword-Based Clustering. 193-202
Applications
- Francisco Escolano, Boyan Bonev, Edwin R. Hancock
Quantum vs Classical Ranking in Segment Grouping. 203-212 - Donatello Conte
Remove Noise in Video with 3D Topological Maps. 213-222 - Aysylu Gabdulkhakova, Walter G. Kropatsch:
Video Analysis of a Snooker Footage Based on a Kinematic Model. 223-232
Partial Supervision
- Siamak Hajizadeh, Zili Li, Rolf P. B. J. Dollevoet, David M. J. Tax:
Evaluating Classification Performance with only Positive and Unlabeled Samples. 233-242 - Ludmila I. Kuncheva
Who Is Missing? A New Pattern Recognition Puzzle. 243-252
Poster Session
- Francesc Serratosa
Edit Distance Computed by Fast Bipartite Graph Matching. 253-262 - Shun Inagaki, Atsushi Imiya:
Statistical Method for Semantic Segmentation of Dominant Plane from Remote Exploration Image Sequence. 263-272 - Akira Tanaka, Ichigaku Takigawa
Analyses on Generalization Error of Ensemble Kernel Regressors. 273-281 - Chutisant Kerdvibulvech
Structural Human Shape Analysis for Modeling and Recognition. 282-290 - Tommi Kärkkäinen:
On Cross-Validation for MLP Model Evaluation. 291-300 - Carlos Francisco Moreno-García
Weighted Mean Assignment of a Pair of Correspondences Using Optimisation Functions. 301-311 - Peng Tang, Siu Cheung Hui, Chi-Wing Fu
Chemical Symbol Feature Set for Handwritten Chemical Symbol Recognition. 312-322 - Adrián Pérez-Suay
About Combining Metric Learning and Prototype Generation. 323-332 - Amal Mahboubi, Luc Brun
Tracking System with Re-identification Using a RGB String Kernel. 333-342 - Yenisel Plasencia Calana
Towards Scalable Prototype Selection by Genetic Algorithms with Fast Criteria. 343-352 - Esther de Ves
IOWA Operators and Its Application to Image Retrieval. 353-363 - William J. Faithfull, Ludmila I. Kuncheva
On Optimum Thresholding of Multivariate Change Detectors. 364-373 - Furqan Aziz
Commute Time for a Gaussian Wave Packet on a Graph. 374-383 - Juho Heimonen, Tapio Salakoski, Tapio Pahikkala
Properties of Object-Level Cross-Validation Schemes for Symmetric Pair-Input Data. 384-393 - Matteo Denitto, Alessandro Farinelli
A Binary Factor Graph Model for Biclustering. 394-403 - Volkmar Frinken, Nilanjana Bhattacharya
Improved BLSTM Neural Networks for Recognition of On-Line Bangla Complex Words. 404-413 - Chaobo Sun, Xiaojie Wang:
A Ranking Part Model for Object Detection. 414-423 - Hannu Reittu
Regular Decomposition of Multivariate Time Series and Other Matrices. 424-433 - Qi Gao, Stefan Roth:
Texture Synthesis: From Convolutional RBMs to Efficient Deterministic Algorithms. 434-443 - Estephan Dazzi, Teofilo de Campos
Improved Object Matching Using Structural Relations. 444-453 - Claudio Marrocco
Designing LDPC Codes for ECOC Classification Systems. 454-463 - Aleksandr Sizov, Kong-Aik Lee
Unifying Probabilistic Linear Discriminant Analysis Variants in Biometric Authentication. 464-475
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