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Videos
Structural Descriptions

Graph Embedding using an Edge-Based Wave Kernel
Sep 13, 2010
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2845 views

A Structured Learning Approach to Attributed Graph Embedding
Sep 13, 2010
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2694 views
Machine Learning

Combining Elimination Rules in Tree-Based Nearest Neighbour Search Algorithms
Sep 13, 2010
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2378 views

Entropy-based Variational Scheme for Fast Bayes Learning of Gaussian Mixture
Sep 13, 2010
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2689 views

Localized Projection Learning
Mar 10, 2011
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2419 views
Geometric Methods

Non-Euclidean Dissimilarities: Causes and Informativeness
Sep 13, 2010
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2550 views

Non-parametric Mixtures Models for Clustering
Sep 13, 2010
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2738 views
Structural Methods for Vision

A Probabilistic Approach to Spectral Unmixing
Sep 13, 2010
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2793 views

A Game-Theoretic Approach to the Enforcement of Global Consistency in Multi-View...
Sep 13, 2010
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2375 views

An algorithm for recovering camouflage errors on moving people
Sep 13, 2010
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3555 views
Dissimilarity-based Methods

An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces
Sep 13, 2010
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2612 views

Spherical Embedding and Classification
Sep 13, 2010
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3087 views

Regularising the Ricci Flow Embedding
Sep 13, 2010
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2813 views

The Dissimilarity Representation as a Tool for Three-way Data Classification: a ...
Sep 13, 2010
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2836 views
Language

A Generative Score Space for Statistical Dialog Characterization in social Signa...
Sep 13, 2010
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2311 views

Similarity Word-Sequence Kernels for Sentence Clustering
Sep 13, 2010
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2773 views

Bayesian Adaptation for Statistical Machine Translation
Sep 13, 2010
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3001 views

Language Detection and Tracking in Multilingual Documents Using Weak Estimators
Sep 13, 2010
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2704 views
Multiple Classifiers

Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve
Sep 13, 2010
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2352 views

A Linear Combination of Classifiers via Rank Margin Maximization
Sep 2, 2010
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1398 views

A Modular Approach to Training Cascades of Boosted Ensembles
Sep 13, 2010
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2642 views
Graphs

A New Spectral Bound on the Clique Number of Graphs
Sep 13, 2010
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2852 views

Ihara Coeficients: A Flexible Tool for Higher Order Learning
Sep 13, 2010
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2642 views
Statistical Pattern Recognition

Kernel Fusion of Multiple Histogram Descriptors for Robust Face recognition
Sep 13, 2010
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2943 views

Interactive image retrieval using smoothed nearest neighbor estimates
Sep 13, 2010
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2709 views

Analysis of the Multi-Dimensional Scale Saliency Algorithm and its Application t...
Sep 13, 2010
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2773 views
Structural methods for OCR

Efficient ORC Post-processing Combining Language, Hypothesis and Error Models
Sep 13, 2010
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2594 views

Rejection threshold estimation for an unknown language model in an OCR task
Sep 13, 2010
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2603 views

A new editing scheme based on fast two-strings median computation applied to OCR
Sep 13, 2010
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2458 views