[Proceedings of the Second Workshop on Applications of Pattern Analysis Logo] Proceedings of Machine Learning Research

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Volume 17: Proceedings of the Second Workshop on Applications of Pattern Analysis, 19-21 October 2011, CIEM, Castro Urdiales, Spain

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Editors: Tom Diethe, Jose Balcazar, John Shawe-Taylor, Cristina Tirnauca

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Contents:

Preface

Preface

Tom Diethe, Jose Balcazar, John Shawe-Taylor, Cristina Tirnauca; Proceedings of the Second Workshop on Applications of Pattern Analysis, PMLR 17:1-4

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Accepted Papers

Detecting Sentiment Change in Twitter Streaming Data

Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Ricard Gavalda; Proceedings of the Second Workshop on Applications of Pattern Analysis, PMLR 17:5-11

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Using GNUsmail to Compare Data Stream Mining Methods for On-line Email Classification

Jose M. Carmona-Cejudo, Manuel Baena-Garcia, Jose Campo-Avila, Rafael Morales-Bueno, Joao Gama, Albert Bifet; Proceedings of the Second Workshop on Applications of Pattern Analysis, PMLR 17:12-18

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Streaming Multi-label Classification

Jesse Read, Albert Bifet, Geoff Holmes, Bernhard Pfahringer; Proceedings of the Second Workshop on Applications of Pattern Analysis, PMLR 17:19-25

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Comparing classification methods for predicting distance students’ performance

Diego Garcia-Saiz, Marta Zorrilla; Proceedings of the Second Workshop on Applications of Pattern Analysis, PMLR 17:26-32

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Employing The Complete Face in AVSR to Recover from Facial Occlusions

Benjamin X. Hall, John Shawe-Taylor, Alan Johnston; Proceedings of the Second Workshop on Applications of Pattern Analysis, PMLR 17:33-40

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Bayesian Probabilistic Models for Image Retrieval

Vassilios Stathopoulos, Joemon M. Jose; Proceedings of the Second Workshop on Applications of Pattern Analysis, PMLR 17:41-47

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MOA Concept Drift Active Learning Strategies for Streaming Data

Indre Zliobaite, Albert Bifet, Geoff Holmes, Bernhard Pfahringer; Proceedings of the Second Workshop on Applications of Pattern Analysis, PMLR 17:48-55

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A Software System for the Microbial Source Tracking Problem

David Sanchez, Lluis A. Belanche, Anicet R. Blanch; Proceedings of the Second Workshop on Applications of Pattern Analysis, PMLR 17:56-62

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Automating Quantitative Narrative Analysis of News Data

Saatviga Sudhahar, Roberto Franzosi, Nello Cristianini; Proceedings of the Second Workshop on Applications of Pattern Analysis, PMLR 17:63-71

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