${session.getAttribute("locale")} 5 Automatically determining phishing campaigns using the USCAP methodology Wed 31 Jul 2019 16:55:32 AEST ]]> Enhanced multizone single-trip sand-control system successfully treats six zones in offshore Indonesia well Wed 31 Jan 2018 11:38:52 AEDT ]]> Finding needles in a haystack: an investigation of non-destructive method to detect the seeds of Chilean needle grass (Nassella Neesiana (Trin. & Rupr.) Barkworth) in round hay bales Wed 24 Oct 2018 12:46:06 AEDT ]]> An empirical comparison of two common multiobjective reinforcement learning algorithms Wed 24 Jul 2019 16:58:04 AEST ]]> Texture feature extraction and classification by combining statistical and neural based technique for efficient CBIR Wed 24 Jul 2019 16:24:22 AEST ]]> Canonical duality theory and algorithm for solving challenging problems in network optimisation Wed 24 Jul 2019 16:19:59 AEST ]]> Impulsive synchronization of state delayed discrete complex networks with switching topology Wed 24 Jul 2019 16:11:34 AEST ]]> Global minimizer of large scale stochastic rosenbrock function : canonical duality approach Wed 24 Jul 2019 15:16:11 AEST ]]> Adaptive coordination in distributed and dynamic agent organizations Wed 24 Jul 2019 12:39:50 AEST ]]> Envelope-Wavelet Packet Transform for Machine Condition Monitoring Wed 24 Jan 2018 11:03:55 AEDT ]]> Optimally parameterized wavelet packet transform for machine residual life prediction Wed 24 Jan 2018 11:03:53 AEDT ]]> Socialising accountability in a religious charity organisation Wed 24 Jan 2018 11:03:53 AEDT ]]> A technique for ranking friendship closeness in social networking services Wed 24 Jan 2018 10:07:55 AEDT ]]> CWDM: A case-based diabetes management web system Wed 24 Jan 2018 10:07:52 AEDT ]]> A theoretical framework to examine the judgement process of accountants Wed 24 Jan 2018 09:53:52 AEDT ]]> Building workforce innovation capacity in Australia: A dynamic economic framework for evaluating two strategies Wed 24 Jan 2018 09:53:52 AEDT ]]> Online learning in ACSEducation: using online learning tools in professional education Wed 24 Jan 2018 09:18:52 AEDT ]]> Efficient route selection in ad hoc on-demand distance vector routing Wed 14 Nov 2018 16:09:08 AEDT ]]> Designing for planned emergence in multi-agent systems Wed 13 Mar 2019 09:24:17 AEDT ]]> Learner voice in VET and ACE: What do stakeholders say Wed 08 Nov 2017 07:27:41 AEDT ]]> Making a difference: a different way of being a teacher in an alternate educational setting Wed 08 Nov 2017 07:26:55 AEDT ]]> An inquiry into the relationship of wealth/income and demographics to HIV/AIDS: The case of Kenya Wed 08 Nov 2017 07:23:37 AEDT ]]> Climate Change in the Victorian Alps: Can VET be a change agent? Wed 08 Nov 2017 07:22:09 AEDT ]]> Clustered memetic algorithm for protein structure prediction Wed 08 Nov 2017 07:21:25 AEDT ]]> Southern African perceptions of the moral obligations and objectives of corporations Wed 08 Nov 2017 07:18:33 AEDT ]]> Water use diaries: A tool for household water management Wed 08 Nov 2017 07:18:27 AEDT ]]> QoS support in event detection in WSN through optimal k-coverage Wed 08 Nov 2017 07:17:12 AEDT ]]> Forging a school-university learning partnership from a teacher education perspective Wed 08 Nov 2017 07:16:47 AEDT ]]> Fitting Voronoi diagrams to planar tesselations Wed 08 Nov 2017 07:16:38 AEDT ]]> The interplay between caste and the emergent accounting profession in India Wed 08 Nov 2017 07:14:25 AEDT ]]> Authorship attribution for Twitter in 140 characters or less th century considered it difficult to determine the authorship of a document of fewer than 1000 words. By the 1990s this values had decreased to less than 500 words and in the early 21 st century it was considered possible to determine the authorship of a document in 250 words. The need for this ever decreasing limit is exemplified by the trend towards many shorter communications rather than fewer longer communications, such as the move from traditional multi-page handwritten letters to shorter, more focused emails. This trend has also been shown in online crime, where many attacks such as phishing or bullying are performed using very concise language. Cybercrime messages have long been hosted on Internet Relay Chats (IRCs) which have allowed members to hide behind screen names and connect anonymously. More recently, Twitter and other short message based web services have been used as a hosting ground for online crimes. This paper presents some evaluations of current techniques and identifies some new preprocessing methods that can be used to enable authorship to be determined at rates significantly better than chance for documents of 140 characters or less, a format popularised by the micro-blogging website Twitter1. We show that the SCAP methodology performs extremely well on twitter messages and even with restrictions on the types of information allowed, such as the recipient of directed messages, still perform significantly higher than chance. Further to this, we show that 120 tweets per user is an important threshold, at which point adding more tweets per user gives a small but non-significant increase in accuracy. © 2010 IEEE.]]> Wed 08 Nov 2017 07:13:28 AEDT ]]> Cladoceran-inferred ecological and hydrological changes of two floodplain wetlands in two large river systems, the Murray (Australia) and Yangtze Rivers (China) Wed 08 Nov 2017 07:12:35 AEDT ]]> Multivariate data-driven decision guidance for clinical scientists Wed 08 Nov 2017 07:11:59 AEDT ]]> Attitudes towards and practices of corporate social responsibility: A developing country perspective Wed 08 Nov 2017 07:11:27 AEDT ]]> Off-campus learning: what do students want? Wed 08 Nov 2017 07:09:33 AEDT ]]> Video coding using arbitrarily shaped block partitions in globally optimal perspective Wed 08 Nov 2017 07:09:23 AEDT ]]> Simplifying and improving ant-based clustering Wed 08 Nov 2017 07:06:42 AEDT ]]> Assessing change in floodplain wetland condition in the Murray Darling Basin Wed 08 Nov 2017 07:02:50 AEDT ]]> ‘Stepping back’ to understand learning: Pre-Service Teachers’ perspectives on their learning through authentic experiences in professional settings Wed 08 Nov 2017 06:59:59 AEDT ]]> Tourism and fresh water, an essential blend Wed 08 Nov 2017 06:52:42 AEDT ]]> What does a role model Australian primary school health and physical education program look like? Wed 08 Nov 2017 06:52:34 AEDT ]]> Estimating visual quality, a component of culturally-associated ecosystem services in palaeo-lake environments Wed 08 Nov 2017 06:52:23 AEDT ]]> Targeting, Tailoring, Timing - How the smaller regional Victorian TAFEs are changing to meet the need of HE students studying in their regions together. Wed 08 Nov 2017 06:51:59 AEDT ]]> Understanding how the components of a synthetic turf system contribute to increased surface temperature C3 - Procedia Engineering Wed 08 Nov 2017 06:47:20 AEDT ]]> Fault-tolerant data aggregation scheme for monitoring of critical events in grid based healthcare sensor networks Wed 08 Nov 2017 06:46:04 AEDT ]]> Multiple-points fault signature's dynamics modeling for bearing defect frequencies Wed 08 Nov 2017 06:43:51 AEDT ]]> Understanding novice programmers: their perceptions and motivations Wed 08 Nov 2017 06:43:31 AEDT ]]> A new supervised term ranking method for text categorization 2 statistic, and Odds Ratio. From the literature there are three term ranking methods to summarize term weights of different categories for multi-class text categorization. They are Summation, Average, and Maximum methods. In this paper we present a new term ranking method to summarize term weights, i.e. Maximum Gap. Using two different methods of information gain and χ2 statistic, we setup controlled experiments for different term ranking methods. Reuter-21578 text corpus is used as the dataset. Two popular classification algorithms SVM and Boostexter are adopted to evaluate the performance of different term ranking methods. Experimental results show that the new term ranking method performs better. © 2010 Springer-Verlag.]]> Wed 08 Nov 2017 06:43:03 AEDT ]]> Alternative settings - alternative teachers? Reflections on teaching outside the mainstream Wed 08 Nov 2017 06:41:33 AEDT ]]> Resilience in a aquatic ecosystems : Developing predictive models to explain the effects of anthropogenic stressors on Murray-Darling Basin billabongs Wed 08 Nov 2017 06:40:41 AEDT ]]> Harmonization and standardization of risk management of underground ventilation in Australia Wed 08 Nov 2017 06:38:35 AEDT ]]> Sustaining the future through virtual worlds Wed 08 Nov 2017 06:38:13 AEDT ]]> Adaption to water shortage through the implementation of a unique pipeline system in Victoria, Australia Wed 08 Nov 2017 06:37:43 AEDT ]]> The Australian Army and the National System of Vocational Education and Training (VET) – An historical review of collaboration Wed 08 Nov 2017 06:37:02 AEDT ]]> A scalable cloud Platform for Active healthcare monitoring applications Wed 07 Feb 2018 15:43:53 AEDT ]]> A technique for parallel share-frequent sensor pattern mining from wireless sensor networks Wed 07 Feb 2018 15:15:58 AEDT ]]> An interesting cryptography study based on knapsack problem Wed 07 Feb 2018 14:19:53 AEDT ]]> Past and future ecosystem change in the coastal zone Wed 06 Jun 2018 14:54:59 AEST ]]> Historic urban landscapes and visualising Ballarat : Citizen participation for sustainable urban planning and design Wed 06 Jun 2018 14:54:57 AEST ]]> A secure lightweight texture encryption scheme Wed 05 Jun 2019 14:43:00 AEST ]]> Assessment FOR learning in secondary maths, without take-home marking workshop Wed 03 Jan 2018 12:06:53 AEDT ]]> A new procedure to help system/network administrators identify multiple rootkit infections Wed 01 May 2019 12:22:14 AEST ]]> An efficient data extraction framework for mining wireless sensor networks Tue 29 Oct 2019 15:09:18 AEDT ]]> A quadtree-based scaled boundary finite element method for crack propagation modelling Tue 26 Nov 2019 14:48:18 AEDT ]]> Looking beyond people, equipment and environment : Is a systems theory model of accident causation required to understand injuries and near misses during outdoor activities? Tue 23 Oct 2018 14:42:24 AEDT ]]> Evaluation of an energy efficiency program in a regional context Tue 23 Jan 2018 16:51:53 AEDT ]]> Management practices and innovation capacity in enterprises Tue 23 Jan 2018 16:44:53 AEDT ]]> Aerodynamic drag measurements of FIFA-approved footballs Tue 22 Oct 2019 11:42:17 AEDT ]]> Investigation on the fiber based approach to estimate the axial load carrying capacity of the circular concrete filled steel tube (CFST) Tue 21 Aug 2018 10:54:11 AEST ]]> Plastic dilation rate characteristic of concrete confined with steel tube Tue 21 Aug 2018 10:33:11 AEST ]]> Is the evolution of biochemistry texts decreasing fitness? A case study of pedagogical error in bioenergetics Tue 17 Jul 2018 14:48:44 AEST ]]> Use of Scenari-Aid to aid maintenance of stuttering therapy outcomes Tue 13 Feb 2018 14:17:52 AEDT ]]> Place and sustainability literacy in schools and teacher education Tue 06 Feb 2018 16:37:53 AEDT ]]> A novel vertical handover scheme for diminution in social network traffic Tue 06 Feb 2018 16:16:43 AEDT ]]> Shifting the focus in teacher education: foregrounding the value of teacher/student relationships Tue 06 Feb 2018 15:34:53 AEDT ]]> Recorded lectures don't replace the 'real thing': what the students say Tue 06 Feb 2018 14:45:53 AEDT ]]> Effects of CaCO3 on kaolin: Fabric, shear strength, and deformation Tue 06 Feb 2018 10:44:48 AEDT ]]> Exploiting user provided information in dynamic consolidation of virtual machines to minimize energy consumption of cloud data centers Tue 05 Mar 2019 09:53:44 AEDT ]]> About errors bounds in metric spaces Tue 02 Oct 2018 13:20:27 AEST ]]> Detecting illicit drugs on social media using Automated Social Media Intelligence Analysis (ASMIA) Thu 31 Oct 2019 16:36:16 AEDT ]]> Demand-driven movement strategy for moving beacons in distributed sensor localization Thu 24 Oct 2019 13:59:17 AEDT ]]> Condition monitoring techniques of the wind turbines gearbox and rotor Thu 18 Apr 2019 12:43:52 AEST ]]> How are Australian higher education institutions contributing to change through innovative teaching and learning in virtual worlds? Thu 15 Nov 2018 16:58:45 AEDT ]]> Pathways for non-traditional learners in a research-intensive university Thu 15 Feb 2018 14:48:09 AEDT ]]> Embedding professional skills in the ICT curriculum Thu 12 Jul 2018 15:17:07 AEST ]]> Automated analysis of performance and energy consumption for cloud applications Thu 11 Oct 2018 17:00:07 AEDT ]]> Stress associated with commencing university : A comparison of metropolitan and rural and regional students Thu 05 Dec 2019 10:22:17 AEDT ]]> Rotational traction testing : How can we improve the current test device? Thu 01 Nov 2018 11:26:40 AEDT ]]> Business advisor knowledge and knowledge transference : A conceptual framework Mon 25 Jun 2018 10:46:00 AEST ]]> Dynamic operation of post-combustion CO2 capture in Australian coal-fired power plants Mon 23 Apr 2018 16:20:12 AEST ]]> Quasilinear Mappings, M-Ideals and Popyhedra Mon 18 Mar 2019 10:19:50 AEDT ]]> Performance evaluation of the dependable properties of a body area wireless sensor network Mon 18 Jun 2018 16:11:22 AEST ]]> A method to assess rock strength and excavatability of diamondiferous kimberlite ore through in situ rock testing Mon 08 Jan 2018 13:19:53 AEDT ]]> Tandem research: Analysis as data for self-study research Mon 08 Jan 2018 11:41:53 AEDT ]]> The inclusion of women in Nepalese forestry governance : Perspectives from feminist institutionalism Fri 22 Dec 2017 11:14:53 AEDT ]]> AppA : Assistive patient monitoring cloud platform for active healthcare applications Fri 18 Oct 2019 16:04:51 AEDT ]]> Improving reliability of service operation using FMEA Review and new opportunity for investigations Fri 09 Feb 2018 15:19:53 AEDT ]]> Fast intermode selection for HEVC video coding using phase correlation Fri 05 Jul 2019 10:29:59 AEST ]]> Enterprise RTOs in Australia: An overview from research data Fri 05 Jan 2018 15:05:52 AEDT ]]> Analysis of design of pure ethanol engines Fri 05 Apr 2019 09:48:53 AEDT ]]>