Research Publications

 
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Models for near-rigid shape matching are typically based on distance-related features, in order to infer matches that are consistent with the isometric assumption. However, real shapes from image datasets, even when expected to be related by ``almost ...
NIPS - December 2008
Novi Quadrianto, Alex Smola, Tiberio Caetano, Quoc Le
Consider the following problem: given sets of unlabeled observations, each set with known label proportions, predict the labels of another set of observations, also with known label proportions. This problem appears in areas like e-commerce, spam...
International Conference on Machine Learning (ICML) - July 2008
Joshua Ho, R. Koundinya, Tiberio Caetano, C. G. Dos Remedios, M. Charleston
Recent development of cluster of differentiation (CD) antibody arrays has enabled expression levels of many leukocyte surface CD antigens to be monitored simultaneously. Such membrane-proteome surveys have provided a powerful means to detect changes in...
Genome Informatics - December 2008
Formal Methods have a long track record of developing tools, methods and techniques, to verify protocols, software and hardware systems. Wireless Networks combine these areas in a characteristic way. Due to the nature of the network nodes, hardware is ...
First Workshop on Formal Methods for Wireless Systems - August 2008
David Shepherd, Fredrik Braennstroem, Zhenning Shi, Mark Reed
Extrinsic information transfer (EXIT) charts are utilized to optimize the iterative multiuser detector receiver in a multiuser turbo-coded CDMA system. The (receive) power levels are optimized for the system load using a constrained nonlinear optimization...
- Nov 2008
Abd-Krim Seghouane
The Akaike information criterion, AIC, and its corrected version, $AIC_{c}$ are two methods for selecting normal linear regression models. Both criteria were designed as estimators of the expected Kullback-Leibler information between the model ...
IEEE International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING - October 2008
david novakovic, Peter Bruza, Laurianne Sitbon
This article explores two matrix methods to induce the ``shades of meaning" (SoM) of a word. A matrix representation of a word is computed from a corpus of traces based on the given word. Non-negative Matrix Factorisation (NMF) and Singular Value ...
International Conference on Advances in Semantic Processing (SEMAPRO) - October 2008
In SAT-based planning, optimality can be traded for efficiency and scalability. One approach to this is to plan using a relaxed encoding of the corresponding decision problems. Another approach is to adopt a sub-optimal query strategy – e.g. avoid solving...
The Eighteenth International Conference on Automated Planning and Scheduling Doctoral Consortium - September 2008
Gernot Heiser
Trusted computing is important, but we argue that it remains an illusion as long as the underlying trusted computing base (TCB) is not trustworthy. We observe that present approaches to trusted computing do not really address this issue, but are ...
Future of Trust in Computing - July 2008
Liam O'Brien, Paul Brebner
The paper gives a summary of the 1st International Workshop on Quality-of-Service Concerns in Service Oriented Architectures (QoSCSOA) 2008.
6th International Conference on Service Oriented Computing (ICSOC) - December 2008