Research Publications

 
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2009
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J. Bernal, T. Dix, Lloyd Allison
Artificial Life: Borrowing from Biology - November 2009
Tim Baldwin, J. Manuel Paul Anil Kumar
22nd Australian Joint Conference on Artificial Intelligence (AI09) - November 2009
W. Webber, Alistair Moffat, , Justin Zobel, T. Armstrong
International ACM-CIKM Conference on Information and Knowledge Management - November 2009
W. Yap, Tim Baldwin
University of Melbourne - 2009
David Smith, Andrew Zhang, Leif Hanlen, Dino Miniutti, David Rodda, Ben Gilbert
Temporal autocorrelation of the dynamic on-body radio channel is characterized empirically and theoretically based on measurements. The channel coherence time is found to be approximately 20 to 70~ms for a human subject either walking or running. Using a ...
IET Electronics Letter - November 2009
Marcus Hutter, Nathan Brewer, Rakib Ahmed
Proceedings of Image and Vision Computing New Zealand - November 2009
Dino Miniutti, David Smith, Leif Hanlen, Andrew Zhang, David Rodda, Ben Gilbert
300+ hours of sleeping BAN channel measurements with characterisation of data in terms of outages with respect to receiver sensitivity. Showing that channel outages are greater than 10% with -100 dBm receiver sensitivity.
IEEE802.15.6 - November 2009
Willy Yap, Tim Baldwin
Relation extraction is the task of extracting semantic relations— such as synonymy or hypernymy—between word pairs from corpus data. Past work in relation extraction has concentrated on manually creating templates to use in directly extracting word pairs ...
18th ACM Conference on Information and Knowledge Management (CIKM 2009) - November 2009
Petar Rajkovic, Dragan Jankovic, Vladimir Tosic
During the last decade, the Ministry of Health of the Republic of Serbia, a developing country, funded several projects aiming to make the public healthcare system more efficient through the use of information technology (IT). This system development ...
11th International Conference on e-Health Networking, Application and Services (Healthcom2009) - December 2009
In this paper, we study the transmission power to secure connectivity of a network. Instead of requiring all nodes to be connected, we require only that a large fraction (e.g. 95%) be connected, termed the giant component. We show that with this ...
IEEE Transactions on Vehicular Technology - 10 2009
Chen Cai, Bernhard Hengst, Getian Ye, Enyang Huang, Yang Wang, Carlos Aydos, Glenn Geers
In this paper, we present a study in understanding sensing error’s impact on traffic signal control performance. Adaptive traffic signal control systems depend on information from traffic sensors to interpret the state of traffic. Signal timings are ...
17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems - November 2009
Novi Quadrianto, Alex J. 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, possibly with known label propor- tions. This problem occurs in areas like e-commerce, ...
Journal of Machine Learning Research - November 2009
Jun Yang, Yang Wang, Getian Ye, Arcot Sowmya, Matt (Bang) Zhang, Jie Xu
In this paper, we formulate the feature clustering problem as a general Bayesian model and solve it using MCMC. The proposed approach exhibits two advantages over existing methods: Bayesian model handles arbitrary objective functions and MCMC guarantees ...
International Conference on Image Processing - November 2009
Many computer vision algorithms such as object tracking and event detection assume that a background model of the scene under analysis is known. However, in many practical circumstances it is unavailable and needs to be estimated from cluttered image ...
IEEE International Conference on Image Processing - November 2009
Ildiko Horvath, Brian C. Lovell
This study investigates the effects of November superstorms on the daytime-evening northern topside ionosphere. We utilize multi-instrument interplanetary and geomagnetic data to analyze the interplanetary shock/electric (E) field events. To assess their ...
Journal of Geophysical Research - Space Physics - November 2009
Anirban Mahanti, Garg Sanchit, Trinabh Gupta, Niklas Carlsson
Tendency of individuals to develop relationships with similar individuals, to form relationships based on mutual acquaintances and proximity, and to form relationships based on common interests are documented in the social science literature as ...
SIGCOMM Internet Measurement Conference - November 2009
This paper presents the design and implementation of SPINdle - a defeasible logic reasoner that is capable to perform efficient and scalable reasoning on defeasible logic theories (including theories with over 1 million rules). The implementation ...
RuleML-2009 International Symposium on Rule Interchange and Applications - Nov 2009
Franz Baader, Andreas Bauer, Alwen Tiu
3rd International Conference on Language and Automata Theory and Applications (LATA) - April 2009
Michael Vistein, Frank Ortmeier, Wolfgang Reif, Ralf Huuck, Ansgar Fehnker
Static program analysers typically come with a set of hard-coded checks, leaving little room for the user to add additional properties. In this work, we present a uniform approach to enable the speci cation of new static analysis checks in a concise ...
4th International Workshop on Systems Software Verification (SSV'09) - February 2009
In this paper we show how a non-monotonic rule based system (defeasible logic) can be integrated with numerical computation engines. To this end we simulate a physical system from which we obtain numerical information. The physical system perceives ...
The 3rd International Rule Challenge - Nov 2009
Penelope Sanderson, David Liu, Simon Jenkins
Purpose of review. We outline and discuss recent work on auditory displays, covering both auditory alarms that indicate technical or physiological threshold levels, and informative auditory displays that provide a continuous awareness of a patient’s ...
Current Opinion in Anesthesiology - December 2009
David Liu, Simon Jenkins, Penelope Sanderson
Purpose of review. Head-mounted displays (HMDs) are head-worn display devices that project an information display over the wearer’s field of view. This article reviews a recent program of research that investigates the advantages and disadvantages of ...
Current Opinion in Anesthesiology - December 2009
Topic models are a discrete analogue to principle component analysis and independent component analysis that model {\it topic} at the word level within a document. They have many variants such as NMF, PLSI and LDA, and are used in many fields such as ...
Asian Conference on Machine Learning - November 2009
SuNam Kim, Tim Baldwin, M-Y Kan
2009 Australasian Language Technology Workshop (ALTW 2009) - December 2009
John Slaney, A Anbulagan
CNF simplifiers play a very important role in minimising structured problem hardness. Altough they can be used in an in-search process, most of them serve in a pre-search phase and are developed based on the old resolution procedure. Based on our ...
21st International Conference on Tools with Artificial Intelligence (ICTAI) - November 2009