http://researchonline.federation.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 Rapid anomaly detection using integrated prudence analysis (IPA) http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:15825 Wed 23 Mar 2022 16:39:45 AEDT ]]> Optimization of multiple classifiers in data mining based on string rewriting systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2275 Wed 12 Apr 2023 14:16:25 AEST ]]> Non-functional regression : A new challenge for neural networks http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13401 Wed 07 Apr 2021 14:01:33 AEST ]]> Human-aligned artificial intelligence is a multiobjective problem http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13031 Wed 07 Apr 2021 14:01:13 AEST ]]> Coarse Q-Learning : Addressing the convergence problem when quantizing continuous state variables http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12644 Wed 07 Apr 2021 14:00:52 AEST ]]> Softmax exploration strategies for multiobjective reinforcement learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12075 Wed 07 Apr 2021 14:00:22 AEST ]]> Steering approaches to Pareto-optimal multiobjective reinforcement learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12076 Wed 07 Apr 2021 14:00:22 AEST ]]> Energy-efficient priority-based routing scheme for the healthcare wireless sensor networks http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11006 Wed 07 Apr 2021 13:56:19 AEST ]]> Real-time self-stabilizing scheme for the localization of faults in wireless sensor networks http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11005 Wed 07 Apr 2021 13:56:19 AEST ]]> Reinforcement learning of pareto-optimal multiobjective policies using steering http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10468 Wed 07 Apr 2021 13:55:50 AEST ]]> Local n-grams for author identification: Notebook for PAN at CLEF 2013 C3 - CEUR Workshop Proceedings http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7582 Wed 07 Apr 2021 13:47:02 AEST ]]> Authorship analysis of aliases: Does topic influence accuracy? http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7112 Wed 07 Apr 2021 13:46:37 AEST ]]> RM and RDM, a preliminary evaluation of two prudent RDR Techniques http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7052 Wed 07 Apr 2021 13:46:34 AEST ]]> Generalisation with symbolic knowledge in online classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5827 Wed 07 Apr 2021 13:45:24 AEST ]]> A survey of multi-objective sequential decision-making http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5319 Wed 07 Apr 2021 13:44:57 AEST ]]> Evaluating authorship distance methods using the positive Silhouette coefficient http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5156 Wed 07 Apr 2021 13:44:47 AEST ]]> Prudent fraud detection in internet banking http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4968 Wed 07 Apr 2021 13:44:33 AEST ]]> Automated unsupervised authorship analysis using evidence accumulation clustering http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4856 Wed 07 Apr 2021 13:44:24 AEST ]]> Recentred local profiles for authorship attribution http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4855 Wed 07 Apr 2021 13:44:24 AEST ]]> Unsupervised authorship analysis of phishing webpages http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4854 Wed 07 Apr 2021 13:44:24 AEST ]]> Detection of CAN by ensemble classifiers based on Ripple Down rules http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4775 Wed 07 Apr 2021 13:44:19 AEST ]]> Establishing reasoning communities of security experts for Internet Commerce Security http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4774 Wed 07 Apr 2021 13:44:19 AEST ]]> How much material on BitTorrent is infringing content? A case study http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4300 Wed 07 Apr 2021 13:43:45 AEST ]]> Empirical evaluation methods for multiobjective reinforcement learning algorithms http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4103 Wed 07 Apr 2021 13:43:26 AEST ]]> Online knowledge validation with prudence analysis in a document management application http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3931 Wed 07 Apr 2021 13:34:58 AEST ]]> Automatically determining phishing campaigns using the USCAP methodology http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3923 Wed 07 Apr 2021 13:34:58 AEST ]]> Authorship attribution for Twitter in 140 characters or less http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3833 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 07 Apr 2021 13:34:53 AEST ]]> Consensus clustering and supervised classification for profiling phishing emails in internet commerce security http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3805 Wed 07 Apr 2021 13:34:51 AEST ]]> The ballarat incremental knowledge engine http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3801 Wed 07 Apr 2021 13:34:50 AEST ]]> On the limitations of scalarisation for multi-objective reinforcement learning of Pareto fronts http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3742 Wed 07 Apr 2021 13:34:46 AEST ]]> Scalable continuous query architecture for eCommerce and legal disputes http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3739 Wed 07 Apr 2021 13:34:46 AEST ]]> An approach for generalising symbolic knowledge http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3716 Wed 07 Apr 2021 13:34:44 AEST ]]> Detecting the knowledge boundary with prudence analysis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3715 Wed 07 Apr 2021 13:34:44 AEST ]]> Prediction using a symbolic based hybrid system http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3714 Wed 07 Apr 2021 13:34:44 AEST ]]> The viability of prudence analysis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3713 Wed 07 Apr 2021 13:34:44 AEST ]]> An expert system methodology for SMEs and NPOs http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3712 Wed 07 Apr 2021 13:34:43 AEST ]]> Constructing stochastic mixture policies for episodic multiobjective reinforcement learning tasks http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3298 Wed 07 Apr 2021 13:34:16 AEST ]]> Grid-based information retrieval for the aggregation of legal datasets in online dispute resolution http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2283 Wed 07 Apr 2021 13:33:20 AEST ]]> Generalising symbolic knowledge in online classification and prediction http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1919 Wed 07 Apr 2021 13:32:58 AEST ]]> Epistemological approach to the process of practice http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:228 Wed 07 Apr 2021 13:31:05 AEST ]]> Discrete-to-deep reinforcement learning methods http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17045 Tue 31 Jan 2023 12:14:47 AEDT ]]> A multi-objective deep reinforcement learning framework http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:16546 Tue 18 Oct 2022 13:43:46 AEDT ]]> A prioritized objective actor-critic method for deep reinforcement learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:16825 Tue 08 Nov 2022 09:20:15 AEDT ]]> Supporting regional aged care nursing staff to manage residents’ behavioural and psychological symptoms of dementia, in real time, using the nurses’ behavioural assistant (NBA) : A pilot site 'end-user attitudes’ trial http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13101 Tue 08 Feb 2022 17:14:05 AEDT ]]> Levels of explainable artificial intelligence for human-aligned conversational explanations http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:15176 Thu 26 Aug 2021 12:21:45 AEST ]]> A practical guide to multi-objective reinforcement learning and planning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17268 Thu 23 Feb 2023 15:46:07 AEDT ]]> Evaluating human-like explanations for robot actions in reinforcement learning scenarios http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17952 Thu 22 Jun 2023 12:11:21 AEST ]]> Explainable robotic systems : understanding goal-driven actions in a reinforcement learning scenario http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18969 Thu 22 Feb 2024 10:33:34 AEDT ]]> Human engagement providing evaluative and informative advice for interactive reinforcement learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18966 Thu 22 Feb 2024 10:25:10 AEDT ]]> Elastic step DDPG : multi-step reinforcement learning for improved sample efficiency http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18667 Thu 21 Dec 2023 13:40:55 AEDT ]]> AI apology : interactive multi-objective reinforcement learning for human-aligned AI http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18817 Thu 18 Jan 2024 11:35:12 AEDT ]]> Explainable reinforcement learning for broad-XAI: a conceptual framework and survey http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18813 Thu 18 Jan 2024 11:35:09 AEDT ]]> Potential-based multiobjective reinforcement learning approaches to low-impact agents for AI safety http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:15049 Thu 13 Apr 2023 14:39:07 AEST ]]> A nethack learning environment language wrapper for autonomous agents http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18470 Thu 12 Oct 2023 14:02:21 AEDT ]]> Scalar reward is not enough JAAMAS Track http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18740 Thu 11 Jan 2024 09:57:20 AEDT ]]> Language representations for generalization in reinforcement learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17201 Thu 09 Feb 2023 11:43:51 AEDT ]]> The impact of environmental stochasticity on value-based multiobjective reinforcement learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:16585 Thu 08 Sep 2022 11:35:10 AEST ]]> A conceptual framework for externally-influenced agents: an assisted reinforcement learning review http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17892 Thu 01 Jun 2023 13:28:21 AEST ]]> An evaluation methodology for interactive reinforcement learning with simulated users http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:15096 Thu 01 Jul 2021 14:53:30 AEST ]]> A brief guide to multi-objective reinforcement learning and planning JAAMAS track http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18723 Mon 12 Feb 2024 11:16:59 AEDT ]]> Scalar reward is not enough : a response to Silver, Singh, Precup and Sutton (2021) http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:16985 Mon 12 Dec 2022 15:03:39 AEDT ]]> Fault-tolerant data aggregation scheme for monitoring of critical events in grid based healthcare sensor networks http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3819 Mon 10 Jul 2023 15:04:53 AEST ]]>