http://researchonline.federation.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 Machine learning in mental health: a scoping review of methods and applications http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:16715 Wed 19 Oct 2022 12:37:43 AEDT ]]> A survey on big multimedia data processing and management in smart cities http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:16721 Wed 19 Oct 2022 11:39:30 AEDT ]]> Algorithm development for the non-destructive testing of structural damage http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17120 Wed 11 Jan 2023 14:48:28 AEDT ]]> Analysis of failure in concrete and reinforced-concrete beams for the smart aggregate–based monitoring system http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17121 Wed 11 Jan 2023 14:36:42 AEDT ]]> An application of high-dimensional statistics to predictive modeling of grade variability http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14423 Wed 07 Apr 2021 14:02:31 AEST ]]> Commentary : A decomposition of the outlier detection problem into a set of supervised learning problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12634 Wed 07 Apr 2021 14:00:52 AEST ]]> Towards large scale genetic network modeling http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10446 Wed 07 Apr 2021 13:55:49 AEST ]]> Half-space mass : a maximally robust and efficient data depth method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10159 Wed 07 Apr 2021 13:55:29 AEST ]]> Structure learning of Bayesian Networks using global optimization with applications in data classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:9301 Wed 07 Apr 2021 13:54:30 AEST ]]> Mass estimation and its applications http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6396 Wed 07 Apr 2021 13:45:59 AEST ]]> A new hybrid method combining genetic algorithm and coordinate search method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4919 Wed 07 Apr 2021 13:44:30 AEST ]]> A semantic method to information extraction for decision support systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4866 Wed 07 Apr 2021 13:44:25 AEST ]]> Using psycholinguistic features for profiling first language of authors http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4659 Wed 07 Apr 2021 13:44:10 AEST ]]> Efficient piecewise linear classifiers and applications http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4612 Wed 07 Apr 2021 13:44:06 AEST ]]> Applying reinforcement learning in playing Robosoccer using the AIBO http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4145 Wed 07 Apr 2021 13:43:34 AEST ]]> An efficient algorithm for the incremental construction of a piecewise linear classifier http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3928 Wed 07 Apr 2021 13:34:58 AEST ]]> Learning parse-free event-based features for textual entailment recognition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3838 Wed 07 Apr 2021 13:34:53 AEST ]]> A new supervised term ranking method for text categorization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3836 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 07 Apr 2021 13:34:53 AEST ]]> A computable theory for learning Bayesian networks based on MAP-MDL principles http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1517 Wed 07 Apr 2021 13:32:36 AEST ]]> A hybrid question answering schema using encapsulated semantics in lexical resources http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1501 Wed 07 Apr 2021 13:32:35 AEST ]]> Visualizing association rules for feedback within the legal system http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1406 Wed 07 Apr 2021 13:32:28 AEST ]]> Finding optimal architecture and weights for ANN : A combined hierarchical approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1358 Wed 07 Apr 2021 13:32:24 AEST ]]> A fully automated offline handwriting recognition system incorporating rule based neural network validated segmentation and hybrid neural network classifier http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:320 Wed 07 Apr 2021 13:31:12 AEST ]]> Interpretation of transformer winding deformation fault by the spectral clustering of FRA signature http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:15134 Tue 29 Jun 2021 17:31:29 AEST ]]> Knowledge graphs : opportunities and challenges http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:19121 Tue 26 Mar 2024 15:01:10 AEDT ]]> AI and IoT-Enabled smart exoskeleton system for rehabilitation of paralyzed people in connected communities http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:15299 Tue 21 Sep 2021 13:03:11 AEST ]]> An adaptive and flexible brain energized full body exoskeleton with IoT edge for assisting the paralyzed patients http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:15298 Tue 21 Sep 2021 12:56:10 AEST ]]> Automated methods for diagnosis of Parkinson’s disease and predicting severity level http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18774 Tue 16 Jan 2024 14:18:52 AEDT ]]> Enhancing ultimate bearing capacity prediction of cohesionless soils beneath shallow foundations with grey box and hybrid AI models http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:19040 Tue 16 Apr 2024 10:00:50 AEST ]]> Flip-OFDM for optical wireless communications http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10897 Tue 09 Nov 2021 10:40:10 AEDT ]]> Malignant and non-malignant oral lesions classification and diagnosis with deep neural networks http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:19043 Tue 05 Mar 2024 09:53:12 AEDT ]]> Efficient future waste management : a learning-based approach with deep neural networks for smart system (LADS) http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18383 Thu 28 Sep 2023 12:17:18 AEST ]]> Development of pedotransfer functions by machine learning for prediction of soil electrical conductivity and organic carbon content http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14318 Thu 25 Nov 2021 11:44:15 AEDT ]]> The spectrum of big data analytics http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:15450 Thu 25 Nov 2021 10:54:01 AEDT ]]> Precision medicine : an optimal approach to patient care in renal cell carcinoma http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17462 Thu 23 Mar 2023 11:48:07 AEDT ]]> Application of artificial intelligence in geotechnical engineering : a state-of-the-art review http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17258 Thu 23 Feb 2023 11:27:20 AEDT ]]> Comparative evaluation of empirical approaches and artificial intelligence techniques for predicting uniaxial compressive strength of rock http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18982 Thu 22 Feb 2024 15:33:10 AEDT ]]> Improving soil stability with alum sludge : an ai-enabled approach for accurate prediction of california bearing ratio http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18345 Thu 14 Sep 2023 12:24:27 AEST ]]> Smart grid evolution : predictive control of distributed energy resources—A review http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17652 Thu 14 Dec 2023 15:36:52 AEDT ]]> Search and tracking algorithms for swarms of robots: A survey http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10355 Thu 14 Dec 2023 15:30:27 AEDT ]]> Multiheaded deep learning chatbot for increasing production and marketing http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18931 Thu 08 Feb 2024 15:41:54 AEDT ]]> Timeless principles of taxpayer protection: how they adapt to digital disruption http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:15285 Thu 07 Oct 2021 11:47:11 AEDT ]]> COVID-19 datasets : a brief overview http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17909 Thu 01 Jun 2023 14:38:19 AEST ]]> Retinal optical coherence tomography image enhancement via deep learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18877 Thu 01 Feb 2024 12:52:24 AEDT ]]> Initial state of excavated soil and rock (ESR) to influence the stabilisation with cement http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:19082 Mon 18 Mar 2024 13:21:09 AEDT ]]> Applications of machine learning and deep learning in antenna design, optimization, and selection : a review http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18732 Mon 18 Dec 2023 13:21:12 AEDT ]]> Prediction of blast-induced ground vibration at a limestone quarry : an artificial intelligence approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17513 Mon 17 Apr 2023 09:32:28 AEST ]]> Maintenance and asset management practices of industrial assets : importance of tribological practices and digital tools http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18050 Mon 15 Jan 2024 12:02:14 AEDT ]]> EDBase : generating a lexicon base for eating disorders via social media http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18023 Mon 10 Jul 2023 14:25:33 AEST ]]> Detection and explanation of anomalies in healthcare data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:19195 Fri 12 Apr 2024 12:02:44 AEST ]]> A feature agnostic approach for glaucoma detection in OCT volumes http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18887 Fri 02 Feb 2024 14:52:12 AEDT ]]>