Investigations into machine learning applications in link analysis. Link analysis is an emerging tool for the detection of patterns in structured data. The detection of pattern in such data can lead to the detection of fraud occurrence, security breaches in computer systems, and patterns of social interactions with a community. It is also popularly applied to applications such as Web search engine designs and marketing analysis. This project aims to advance the area of link analysis by allowing ....Investigations into machine learning applications in link analysis. Link analysis is an emerging tool for the detection of patterns in structured data. The detection of pattern in such data can lead to the detection of fraud occurrence, security breaches in computer systems, and patterns of social interactions with a community. It is also popularly applied to applications such as Web search engine designs and marketing analysis. This project aims to advance the area of link analysis by allowing the incorporation of contextual information which accounts for relationships among actors properly. Advances in link detection will allow improvements in security and Web services on which a wide field of national bodies rely. This project can help to place Australia at the forefront of this research area.Read moreRead less
Structural and multidisciplinary optimization. Structural and multidisciplinary design optimization is an important subject in aeronautical, aerospace, automobile, offshore platforms and many other structures. This project aims to address design optimization of coupled structures, with a focus on electro-mechanical coupled structures. It is expected to coordinate an integrated effort to develop efficient and effective algorithms for optimum design of electro-mechanical coupled structures.
Development of the applications of signal processing to mechanical problems and machine diagnostics. It is intended to extend research collaboration in the following areas of interest to both UTC and UNSW:
(1) Dynamics of gears for diagnostics and noise control
(2) Application of blind source separation techniques to mechanical problems
(3) Application of cyclostationary signal analysis techniques to machine diagnostics
(4) Determination of structural dynamic properties from response measure ....Development of the applications of signal processing to mechanical problems and machine diagnostics. It is intended to extend research collaboration in the following areas of interest to both UTC and UNSW:
(1) Dynamics of gears for diagnostics and noise control
(2) Application of blind source separation techniques to mechanical problems
(3) Application of cyclostationary signal analysis techniques to machine diagnostics
(4) Determination of structural dynamic properties from response measurements
(5) Diagnostics of diesel engines and other reciprocating machines.
This project will result in the publication of joint papers in each of these topics, and give material to form the basis of an application for at least one FAIR project in the area of gear noise control and diagnostics.Read moreRead less
Active and Passive Techniques of Shock Wave/Boundary Layer Interaction Control. The shock wave/ boundary layer interaction (SBLI) is a formidable problem in high-speed aerodynamics. We investigate a novel method, using piezoelectric flap actuators to control the interaction. The aim is to participate in an experimental programme on SBLI control using longitudinal slots at The University of Cambridge's Engineering Department, a leading international institution for SBLI control. Their longitudina ....Active and Passive Techniques of Shock Wave/Boundary Layer Interaction Control. The shock wave/ boundary layer interaction (SBLI) is a formidable problem in high-speed aerodynamics. We investigate a novel method, using piezoelectric flap actuators to control the interaction. The aim is to participate in an experimental programme on SBLI control using longitudinal slots at The University of Cambridge's Engineering Department, a leading international institution for SBLI control. Their longitudinal slot control is very similar to unimorph control so that this research can be used to improve the understanding of unimorph control. Furthermore, their CFD program can validate our past work and allow theoretical optimisation to create a smart flap system.Read moreRead less
Design of Secure Electronic Voting Systems. It is inevitable that electronic voting will eventually replace current paper based voting schemes. The main outcome of the research will be the fundamental knowledge required to develop secure electronic voting schemes. The security aspects of the design will be thoroughly analysed to ensure that the integrity of the ballot is maintained without compromising user privacy. The practical aspects of implementing such a system will also be investigated ....Design of Secure Electronic Voting Systems. It is inevitable that electronic voting will eventually replace current paper based voting schemes. The main outcome of the research will be the fundamental knowledge required to develop secure electronic voting schemes. The security aspects of the design will be thoroughly analysed to ensure that the integrity of the ballot is maintained without compromising user privacy. The practical aspects of implementing such a system will also be investigated and a prototype implementation provided. The project will combine the expertise in electronic voting schemes at QUT with that of Dr Lee.Read moreRead less
A new erasure resilient technique for encoding internet packets. Efficient internet communication tolerates losing some packets sent across the web by sending a bit more information than is required. Any holes in the transmission can be repaired using the redundant data. We propose a new transmission protocol that is much simpler to encode and repairs broken messages faster. This new approach, based on sending data plus summed versions of itself, has generic applicability across all packet switc ....A new erasure resilient technique for encoding internet packets. Efficient internet communication tolerates losing some packets sent across the web by sending a bit more information than is required. Any holes in the transmission can be repaired using the redundant data. We propose a new transmission protocol that is much simpler to encode and repairs broken messages faster. This new approach, based on sending data plus summed versions of itself, has generic applicability across all packet switched information networks.Read moreRead less
Investigating the effectiveness of audio-graphic conferencing in real time on language acquisition at a distance. This project brings together recognised international experts in computer-mediated communication (CMC) and second language acquisition (SLA) in a large-scale investigation of the use of synchronous, internet-based conferencing using voice, text and image applications (audio-graphics) in second language acquisition. Distance learners at the British Open University and at Monash Unive ....Investigating the effectiveness of audio-graphic conferencing in real time on language acquisition at a distance. This project brings together recognised international experts in computer-mediated communication (CMC) and second language acquisition (SLA) in a large-scale investigation of the use of synchronous, internet-based conferencing using voice, text and image applications (audio-graphics) in second language acquisition. Distance learners at the British Open University and at Monash University will take part in a time-series analysis in which they are systematically involved in either traditional distance learning (text, audio, video, face-to-face) or internet-mediated audio-graphic conferencing in real time. Variables under investigation will be proficiency and language learning strategies.Read moreRead less
Lexical typology, a new integrated approach to semantics: a reciprocal case study. This proposal will bring out Professor Leila Behrens (U. Cologne), one of the co-founders of a new approach to linguistics, Lexical Typology, which looks at how all of a language's expressive components interact, instead of just focussing on one element such as grammar or vocabulary. With the CI she will develop this theory further, with respect to the expression of reciprocal relationships in English, German, Hun ....Lexical typology, a new integrated approach to semantics: a reciprocal case study. This proposal will bring out Professor Leila Behrens (U. Cologne), one of the co-founders of a new approach to linguistics, Lexical Typology, which looks at how all of a language's expressive components interact, instead of just focussing on one element such as grammar or vocabulary. With the CI she will develop this theory further, with respect to the expression of reciprocal relationships in English, German, Hungarian, Tagalog, Vietnamese, Indonesian, and the Australian Aboriginal languages Kayardild, Bininj Gun-wok and Dalabon.Read moreRead less
The impact of crime on the mental wellbeing of communities. Considering not only the direct impact of crime on the victims but also the indirect consequences of living in a community with a higher crime rate may in fact lead to a more accurate analysis of the size of the consequences of criminal activities on the society. Further, it may also be the case that the negative externality of crime on non-victims is much larger for some crimes than for others. If this were the case, it could have impl ....The impact of crime on the mental wellbeing of communities. Considering not only the direct impact of crime on the victims but also the indirect consequences of living in a community with a higher crime rate may in fact lead to a more accurate analysis of the size of the consequences of criminal activities on the society. Further, it may also be the case that the negative externality of crime on non-victims is much larger for some crimes than for others. If this were the case, it could have implications for the way in which police resources are presently distributed across different crimes. Better understanding the total societal cost of crime - to both victims and non-victims - could therefore help improve public policy. Read moreRead less
Design and Synthesis of Ionic Liquids for Use in Photoelectrochemical Cells Based on Inherently Conducting Polymers. We propose to evaluate the electrochemistry of photoactive polythiophenes recently synthesised by us in a range of ionic liquids. This knowledge will be used to design and synthesise customised ionic liquids with the properties required to enhance the photoelectrochemical efficiency of devices based on substituted polythiophenes. We expect our findings to lead to the development ....Design and Synthesis of Ionic Liquids for Use in Photoelectrochemical Cells Based on Inherently Conducting Polymers. We propose to evaluate the electrochemistry of photoactive polythiophenes recently synthesised by us in a range of ionic liquids. This knowledge will be used to design and synthesise customised ionic liquids with the properties required to enhance the photoelectrochemical efficiency of devices based on substituted polythiophenes. We expect our findings to lead to the development of low-cost, flexible, organic photoelectrochemical cells.Read moreRead less