PASCAL - Subject: Multimodal Integration

Detecting Polymorphic Regions in the Arabidopsis thaliana Genome with Resequencing Microarrays Georg Zeller, Richard Clark, Korbinian Schneeberger, Detlef Weigel and Gunnar Raetsch Article Item not available online. (06 March 2008)

Interact, Excite, and Feel Parisa Eslambolchilar and Roderick Murray-Smith Conference or Workshop Item (February 2008)

Travel Blog Assistant System (TBAS): An example scenario of how to enrich text with images and images with text using online multimedia repositories Marco Bressan, Gabriela Csurka, Yves Hoppenot and Jean-Michel Renders Conference or Workshop Item (22 January 2008)

Model-Based Target Sonification in Small Screen Devices: Perception and Action Parisa Eslambolchilar, Andrew Crossan, Roderick Murray-Smith, Sarah Dalzel-Job and Frank Pollick Book Section Item not available online. (January 2008)

A neural network implementing optimal state estimation based on dynamic spike train decoding Omer Bobrowski, Ron Meir, Shy Shoham and Yonina Eldar Conference or Workshop Item (2008)

Flutter: Directed Random Browsing of Photo Collections with a Tangible Interface John Williamson and Lorna Brown Conference or Workshop Item Item not available online. (2008)

Discovering Music Structure via Similarity Fusion Jeronimo Arenas-Garcia, Emilio Parrado-Hernandez, Anders Meng, Lars Kai Hansen and Jan Larsen Conference or Workshop Item (08 December 2007)

Discovering music structure via similarity fusion J. Arenas-García, E. Parrado-Hernandez, Anders Meng, Jan Larsen and L.K. Hansen Conference or Workshop Item (December 2007)

PicSOM experiments in TRECVID 2007 Markus Koskela, Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen and Philip Prentis Conference or Workshop Item Item not available online. (November 2007)

Stability Analysis of Kernel Canonical Correlation Analysis: Theory and Practice David Hardoon and John Shawe-Taylor Article Item availablity restricted. (31 October 2007)

Proceedings of the IEEE machine learning for signal processing XVII Book Item not available online. (September 2007)

Rushes summarization with Self-Organizing Maps Markus Koskela, Mats Sjöberg, Jorma Laaksonen, Ville Viitaniemi and Hannes Muurinen Conference or Workshop Item Item not available online. (September 2007)

Common Sequence Polymorphisms Shaping Genetic Diversity in Arabidopsis thaliana R Clark, Gabriele Schweikert, C Toomajian, S Ossowski, G Zeller, P Shinn, N Warthmann, T Hu, G Fu, D Hinds, K Frazer, D Huson, Bernhard Schölkopf, M Nordborg, Gunnar Raetsch, J Ecker and D Weigel Article Item not available online. (20 July 2007)

ImageEval: XRCE Approaches Stephane Clinchant, Gabriela Csurka, Florent Perronin and Jean-Michel Renders Conference or Workshop Item Item not available online. (July 2007)

PALMA: mRNA to Genome Alignments using Large Margin Algorithms Schulze, U, Hepp, B, Ong, C, and Rätsch, G U Schulze, B Hepp, Cheng Soon Ong and Gunnar Raetsch Article Item not available online. (30 May 2007)

Using Image Stimuli to Drive fMRI Analysis David Hardoon, Janaina Mourao-Miranda, Michael Brammer and John Shawe-Taylor Conference or Workshop Item (May 2007)

BodySpace: inferring body pose for natural control of a music player steven Strachan, Roderick Murray-Smith and Sile O’Modhrain Conference or Workshop Item (April 2007)

Using alignment for multilingual text compression Ehud S. Conley and Shmuel T. Klein Article (16 March 2007)

Structure inference for Bayesian multisensory scene understanding Timothy Hospedales and Sethu Vijayakumar Article Item not available online. (24 February 2007)

Improving the C. elegans genome annotation using machine learning Gunnar Raetsch, Sören Sonnenburg, J Srinivasan, H Witte, Klaus-Robert Müller, R Sommer and Bernhard Schölkopf Article Item not available online. (February 2007)

NEW FEATURE SELECTION FRAMEWORKS IN EMOTION RECOGNITION TO EVALUATE THE INFORMATIVE POWER OF SPEECH RELATED FEATURES Halis Altun, John Shawe-Taylor and Gokhan Polat Conference or Workshop Item Item availablity restricted. (February 2007)

Devices as Interactive Physical Containers: The Shoogle System John Williamson, Roderick Murray-Smith and Stephen Hughes Conference or Workshop Item Item availablity restricted. (2007)

EXPLORATORY ANALISYSIS OF THE ILPnet2 SOCIAL NETWORK Sergeja Sabo, Miha Grcar, David Fabjan, Peter Ljubic and Nada Lavrac Conference or Workshop Item Item not available online. (2007)

Large Scale Hidden Semi-Markov SVMs Gunnar Raetsch and Sören Sonnenburg Conference or Workshop Item Item not available online. (2007)

Measuring concept similarities in multimedia ontologies: Analysis and evaluations Markus Koskela, Alan F. Smeaton and Jorma Laaksonen Article Item not available online. (2007)

New Frameworks to Boost Feature Selection Algorithms in Emotion Detection for Improved Human-Computer Interaction Halis Altun and Gokhan Polat Article Item availablity restricted. (2007)

Shoogle: Multimodal Excitatory Interaction on Mobile Devices John Williamson, Roderick Murray-Smith and Stephen Hughes Conference or Workshop Item Item availablity restricted. (2007)

Show me the way to Monte Carlo: density-based trajectory navigation Stephen Strachan, John Williamson and Roderick Murray-Smith Conference or Workshop Item Item availablity restricted. (2007)

Structure inference for Bayesian multisensory perception and tracking Timothy Hospedales, Joel Cartwright and Sethu Vijayakumar Book Section (2007)

Video segmentation and shot boundary detection using self-organizing maps. Hannes Muurinen and Jorma Laaksonen Conference or Workshop Item Item not available online. (2007)

Video summarization with SOMs Jorma Laaksonen, Markus Koskela, Mats Sjöberg, Ville Viitaniemi and Hannes Muurinen Conference or Workshop Item Item not available online. (2007)

Excitatory Multimodal Interaction on Mobile Devices John Williamson, Roderick Murray-Smith and Stephen Hughes Article (October 2006)

Generative models that discover dependencies between data sets Arto Klami and Samuel Kaski Conference or Workshop Item (September 2006)

It’s a Long Way to Monte-Carlo: Probabilistic GPS Navigation John Williamson, Steven Strachan and Roderick Murray-Smith Conference or Workshop Item (September 2006)

Rhythmic Interaction for Song Filtering on a Mobile Device A. Crossan and Roderick Murray-Smith Conference or Workshop Item (September 2006)

Continuous Uncertain Interaction John Williamson Thesis Item not available online. (August 2006)

Audio-Visual Feature Extraction for Semi-Automatic Annotation of Meetings Marian Kepesi, Michael Neffe, Tuan Van Pham, Michael Grabner, Helmut Grabner and Andreas Juffinger Conference or Workshop Item Item not available online. (July 2006)

Probabilistic Modeling and Machine Learning in Structural and Systems Biology Book Item not available online. (15 June 2006)

Analysis of semantic information available in an image collection augmented with auxiliary data Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen and Timo Honkela Conference or Workshop Item Item not available online. (June 2006)

Multi-system Biometric Authentication: Optimal Fusion and User-Specific Information Norman Poh Thesis (June 2006)

Semantic concept detection from news videos with self-organizing maps Markus Koskela and Jorma Laaksonen Conference or Workshop Item Item not available online. (June 2006)

Proceedings of the NIPS 2005 Workshop on Machine Learning for Implicit Feedback and User Modeling Book Item not available online. (May 2006)

Revisiting Doddington’s Zoo: A Systematic Method to Assess User-Dependent Variabilities Norman Poh, Arun Ross and Samy Bengio Conference or Workshop Item (May 2006)

Database, Protocols and Tools for Evaluating Score-Level Fusion Algorithms in Biometric Authentication Norman Poh and Samy Bengio Article (February 2006)

Noise Cancellation Frontends for Automatic Meeting Transcription Marian Kepesi, Tuan Pham Van, Gernot Kubin, Luis Weruega, Andreas Juffinger and Michael Grabner Conference or Workshop Item Item not available online. (February 2006)

A review of magnetic resonance imaging (MRI) compatible manipulators in surgery Haytham Elhawary, Alex Zivanovic, Brian Davies and Michael Lampe´rth Article Item not available online. (2006)

Categorization in multiple category systems Jean-Michel Renders, Eric Gaussier, Cyril Goutte, Gabriela Csurka and Francois Pacull Book Section (2006)

Emergence of semantics from multimedia databases Erkki Oja, Mats Sjöberg, Ville Viitaniemi and Jorma Laaksonen Book Section Item not available online. (2006)

Excitatory Multimodal Interaction on Mobile Devices John Williamson, Roderick Murray-Smith and S. Hughes Other (2006)

It’s a Long Way to Monte-Carlo: Probabilistic GPS Navigation John Williamson, S. Strachan and Roderick Murray-Smith Conference or Workshop Item (2006)

Large scale multiple kernel learning Sören Sonnenburg, Gunnar Raetsch, Christin Schaefer and Bernhard Schölkopf Article Item not available online. (2006)

Machine Learning for Multimodal Interaction: Second International Workshop, MLMI'2005 Book (2006)

Model-based, multimodal interaction in document browsing P Eslambolchilar and Roderick Murray-Smith Conference or Workshop Item (2006)

Perception d'états affectifs et apprentissage Gaëlle Loosli, Sang-Goog Lee, Vincent Guigue, Alain Rakotomamonjy and Stéphane Canu Article (2006)

Temporal visual cues aid speech recognition X Zhou, L. Ross, Jan Larsen and L Parra Conference or Workshop Item Item not available online. (2006)

PicSOM experiments in TRECVID 2005 Markus Koskela, Jorma Laaksonen, Mats Sjöberg and Hannes Muurinen Conference or Workshop Item Item not available online. (14 November 2005)

Automatic Meaning Discovery Using Google Rudi Cilibrasi and Paul Vitányi Article Item availablity restricted. (November 2005)

How Do Correlation and Variance of Base Classifiers Affect Fusion in Biometric Authentication Tasks? Norman Poh and Samy Bengio Article (November 2005)

Robotic Clinical Trials of Uni-condylar Arthroplasty Brian Davies, Simon Harris, Matjaz Jakopec,, Ferdinando Rodriguez, Paula Gomes and Justin Cobb Article Item not available online. (November 2005)

Making Faces -- State Space Models applied to multi modal signal processing Tue Lehn-Schiøler Thesis Item not available online. (31 October 2005)

Modeling link qualities in a sensor network Jure Leskovec, Purnamrita Sarkar and Carlos Guestrin Conference or Workshop Item (October 2005)

Using Chimeric Users to Construct Fusion Classifiers in Biometric Authentication Tasks: An Investigation Norman Poh and Samy Bengio Conference or Workshop Item (October 2005)

Content-based retrieval of web pages and other hierarchical objects with Self-Organizing Maps Mats Sjöberg and Jorma Laaksonen Conference or Workshop Item Item not available online. (11 September 2005)

Extracting yeast stress genes by dependencies between stress treatments Arto Klami, Janne Nikkilä, Christophe Roos and Samuel Kaski Conference or Workshop Item (September 2005)

An Expectation Maximisation Algorithm for One-to-Many Record Linkage, Illustrated on the Problem of Matching Far Infra-Red Astronomical Sources to Optical Counterparts Amos Storkey, Christopher Williams, Emma Taylor and Robert G Mann Monograph Item not available online. (August 2005)

Multi-Way Distributional Clustering via Pairwise Interactions Ron Bekkerman, Ran El-Yaniv and Andrew McCallum Conference or Workshop Item (August 2005)

A Novel Approach to Combining Client-Dependent and Confidence Information in Multimodal Biometricactive Norman Poh and Samy Bengio Conference or Workshop Item (July 2005)

Improving Fusion with Margin-Derived Confidence In Biometric Authentication Tasks Norman Poh and Samy Bengio Conference or Workshop Item (July 2005)

5th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery (CAOS), Helsinki, Finland, Book Item not available online. (19 June 2005)

Hands-on robotic unicompartmental knee replacement. A prospective randomised controlled clinical investigation of the Acrobot® System Justin Cobb, Johan Henckel, Paula Gomes, Simon Harris, Matjaz Jakopec and Brian Davies Conference or Workshop Item Item not available online. (19 June 2005)

Emergence of semantic concepts in visual databases Jorma Laaksonen, Ville Viitaniemi and Markus Koskela Conference or Workshop Item (15 June 2005)

EER of Fixed and Trainable Classifiers: A Theoretical Study with Application to Biometric Authentication Tasks Norman Poh and Samy Bengio Conference or Workshop Item (June 2005)

Can Chimeric Persons Be Used in Multimodal Biometric Authentication Experiments? Norman Poh and Samy Bengio Conference or Workshop Item (May 2005)

The Acrobot system for robotic uni-condylar arthroplasty Brian Davies, Matjaz Jakopec, Simon Harris, Ferdinando Rodriguez, Paula Gomes and Justin Cobb Conference or Workshop Item Item not available online. (07 April 2005)

Gait Phase Effects in Mobile Interaction Andrew Crossan, Roderick Murray-Smith, Stephen Brewster, James Kelly and Bojan Musizza Conference or Workshop Item (April 2005)

Robot assistance improves outcomes in small incision unicompartmental knee arthroplasty Justin Cobb, Johan Henckal, Robin Richards, Simon Harris, Brian Davies, Matjaz Jakopec and Ferdinando Rodrigues Conference or Workshop Item Item not available online. (15 March 2005)

Non-parametric dependent components Arto Klami and Samuel Kaski Conference or Workshop Item Item availablity restricted. (March 2005)

Machine Learning for Multimodal Interaction: First International Workshop, MLMI 2004 Book Item not available online. (January 2005)

gpsTunes - controlling navigation via audio feedback S. Strachan, P. Eslambolchilar,, Roderick Murray-Smith, S. Hughes, and S. O'Modhrain Conference or Workshop Item (2005)

A Score-Level Fusion Benchmark Database For Biometric Authentication Norman Poh and Samy Bengio Conference or Workshop Item (2005)

Advances in Neural Information Processing Systems 17: Proceedings of the 2004 Conference, Vol. 17 Lawrence Saul, Yair Weiss and Leon Bottou Book Item not available online. (2005)

AN INVESTIGATION OF FEATURE MODELS FOR MUSIC GENRE CLASSIFICATION USING THE SUPPORT VECTOR CLASSIFIER John Shawe-Taylor and Anders Meng Conference or Workshop Item Item availablity restricted. (2005)

Automatic Analysis of Multimodal Group Actions in Meetings Iain McCowan, Daniel Gatica-Perez, Samy Bengio, Guillaume Lathoud, Mark Barnard and Dong Zhang Article (2005)

Context Retrieval by Rupture Detection Gaëlle Loosli, Sans-Goog Lee and Stéphane Canu Conference or Workshop Item (2005)

Detecting Interest-Level in Meetings Daniel Gatica-Perez, Iain McCowan, Dong Zhang and Samy Bengio Conference or Workshop Item (2005)

Developing and Enhancing Posterior Based Speech Recognition Systems Hamed Ketabdar, Jithendra Vepa, Samy Bengio and Hervé Bourlard Conference or Workshop Item (2005)

Dynamics and probabilistic text entry John Williamson and Roderick Murray-Smith Book Section (2005)

Extracting Information from Multimedia Meeting Collections Daniel Gatica-Perez, Dong Zhang and Samy Bengio Conference or Workshop Item (2005)

Learning Influence Among Interacting Markov Chains Dong Zhang, Daniel Gatica-Perez, Samy Bengio and Deb Roy Conference or Workshop Item (2005)

Learning interpretable SVMs for biological sequence classification Gunnar Raetsch and Sören Sonnenburg Article Item not available online. (2005)

Multi Channel Sequence Processing Samy Bengio and Hervé Bourlard Conference or Workshop Item (2005)

Noise and the two-thirds power law Uri Maoz, Elon Portugaly, Tamar Flash and Yair Weiss Article (2005)

Rehabilitation Robot Cell for Multimodal Standing-Up Motion Augmentation R Kamnik, T bajd, John Williamson and Roderick Murray-Smith Conference or Workshop Item (2005)

Semi-Supervised Adapted HMMs for Unusual Event Detection Dong Zhang, Daniel Gatica-Perez, Samy Bengio and Iain McCowan Conference or Workshop Item (2005)

Semi-Supervised Meeting Event Recognition with Adapted HMMs Dong Zhang, Daniel Gatica-Perez, Samy Bengio and Iain McCowan Conference or Workshop Item (2005)

Sonification of Probabilistic Feedback through Granular Synthesis John Williamson and Roderick Murray-Smith Article (2005)

Towards Using Hierarchical Posteriors for Flexible Automatic Speech Recognition Systems Hervé Bourlard, Samy Bengio, Mathew Magimai Doss, Qifeng Zhu, Bertrand Mesot and Nelson Morgan Monograph (November 2004)

Muscle Tremor as an Input Mechanism Steven Strachan and Roderick Murray-Smith Conference or Workshop Item (October 2004)

Rhythmic Interaction with a mobile device Roderick Murray-Smith and Vuokko Lanz Conference or Workshop Item (October 2004)

Multimedia Mapping using Continuous State Space Models Tue Lehn-Schiøler Conference or Workshop Item (30 September 2004)

Improving Single Modal and Multimodal Biometric Authentication Using F-ratio Client-Dependent Normalisation Norman Poh and Samy Bengio Article (September 2004)

Regularized Multi-task Learning Theodoros Evgeniou and Massimiliano Pontil Conference or Workshop Item Item availablity restricted. (22 August 2004)

An alternative competing risk model to the Weibull distribution in lifetime data analysis Henri Bertholon, Gilles Celeux and Nicolas Bousquet Monograph Item not available online. (July 2004)

Detecting driving awareness Bruno Apolloni, Dario Malchiodi and Cristian Mesiano Conference or Workshop Item Item not available online. (July 2004)

Modeling Individual and Group Action in Meetings: a Two-layer HMM Framework Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan and Guillaume Lathoud Conference or Workshop Item (June 2004)

Noise-Robust Multi-Stream Fusion for Text-Independent Speaker Authentication Norman Poh and Samy Bengio Conference or Workshop Item (June 2004)

Why Do Multi-Stream, Multi-Band and Multi-Modal Approaches Work on Biometric User Authentication Tasks? Norman Poh and Samy Bengio Conference or Workshop Item (May 2004)

Pointing without a pointer John Williamson and Roderick Murray-Smith Conference or Workshop Item (April 2004)

Granular Synthesis for Display of Time-Varying Probability Densities John Williamson and Roderick Murray-Smith Article Item availablity restricted. (March 2004)

Algorithmic clustering of music Rudi Cilibrasi, Paul M.B. Vitanyi and Ronald de Wolf Article Item not available online. (2004)

Clustering by compression Rudi Cilibrasi and Paul M.B. Vitanyi Article (2004)

Dynamic Primitives for Gestural Interaction Steven Strachan, Roderick Murray-Smith, Ian Oakley and Jussi Ängeslevä Book Section (2004)

Haptic Granular Synthesis: Targeting, Visualisation and Texturing Andrew Crossan, John Williamson and Roderick Murray-Smith Conference or Workshop Item (2004)

Mapping from Speech to Images Using Continuous State Space Models Tue Lehn-Schiøler, Lars Kai Hansen and Jan Larsen Conference or Workshop Item (2004)

The Similarity metric Ming Li, Xin Chen, Xin Li, Bin Ma and Paul M.B. Vitanyi Article (2004)

Tilt-based Automatic Zooming and Scaling in Mobile Devices - a state-space implementation Parisa Eslambolchilar and Roderick Murray-Smith Conference or Workshop Item (2004)

Towards Predicting Optimal Subsets of Base Classifiers in Biometric Authentication Tasks Norman Poh and Samy Bengio Conference or Workshop Item (2004)

Non-Linear Variance Reduction Techniques in Biometric Authentication Norman Poh and Samy Bengio Conference or Workshop Item (December 2003)

Haptic dancing: human performance at haptic decoding with a vocabulary Sommer Gentry and Roderick Murray-Smith Conference or Workshop Item (October 2003)