Machine Learning for Multimodal Interaction Third International Work

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Editorial Board David Hutchison Lancaster University, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Switzerland John C. Mitchell Stanford University, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel Oscar Nierstrasz University of Bern, Switzerland C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen University of Dortmund, Germany Madhu Sudan Massachusetts Institute of Technology, MA, USA Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Moshe Y. Vardi Rice University, Houston, TX, USA Gerhard Weikum Max-Planck Institute of Computer Science, Saarbruecken, Germany

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Steve Renals Samy Bengio Jonathan G. Fiscus (Eds.)

Machine Learning for Multimodal Interaction Third International Workshop, MLMI 2006 Bethesda, MD, USA, May 1-4, 2006 Revised Selected Papers

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Volume Editors Steve Renals University of Edinburgh The Centre for Speech Technology Research Edinburgh EH8 9LW, UK E-mail: [email protected] Samy Bengio IDIAP Research Institute CP 592, Rue du Simplon, 4, 1920 Martigny, Switzerland E-mail: [email protected] Jonathan G. Fiscus National Institute of Standards and Technology (NIST) 100 Bureau Drive, Gaithersburg, MD 20899-8940, USA E-mail: jfi[email protected]

Library of Congress Control Number: 2006938909 CR Subject Classification (1998): H.5.2-3, H.5, I.2.6, I.2.10, I.2, I.7, K.4, I.4 LNCS Sublibrary: SL 3 – Information Systems and Application, incl. Internet/Web and HCI ISSN ISBN-10 ISBN-13

0302-9743 3-540-69267-3 Springer Berlin Heidelberg New York 978-3-540-69267-6 Springer Berlin Heidelberg New York

This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, re-use of illustrations, recitation, broadcasting, reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer. Violations are liable to prosecution under the German Copyright Law. Springer is a part of Springer Science+Business Media springer.com © Springer-Verlag Berlin Heidelberg 2006 Printed in Germany Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, India Printed on acid-free paper SPIN: 11965152 06/3142 543210

Preface

This book contains a selection of refereed papers presented at the 3rd Workshop on Machine Learning for Multimodal Interaction (MLMI 2006), held in Bethesda MD, USA during May 1–4, 2006. The workshop was organized and sponsored jointly by the US National Institute for Standards and Technology (NIST), three projects supported by the European Commission (Information Society Technologie