https://ogma.newcastle.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 Matrix constructions of centroid sets for classification systems https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:29328 Wed 27 Apr 2022 14:49:55 AEST ]]> Iteratively refining breast cancer intrinsic subtypes in the METABRIC dataset https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:23687 Wed 19 Apr 2023 16:42:57 AEST ]]> Corporate Bankruptcy Prediction: An Approach Towards Better Corporate World https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:49911 Wed 14 Jun 2023 16:06:00 AEST ]]> Comparative study of data mining techniques for predicting explosions in coal mines https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:47199 Wed 14 Dec 2022 16:10:00 AEDT ]]> Genetic biomarkers for brain hemisphere differentiation in Parkinson's Disease https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:9283 Wed 11 Apr 2018 18:36:27 AEST ]]> Foreign exchange trading with support vector machines https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:20623 Wed 11 Apr 2018 18:15:20 AEST ]]> A smart experience-based knowledge analysis system (SEKAS) https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:17648 Wed 11 Apr 2018 16:57:50 AEST ]]> Data mining applications: promise and challenges https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:8560 Wed 11 Apr 2018 16:35:51 AEST ]]> Privacy preservation in data mining through noise addition https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:4153 Wed 11 Apr 2018 15:55:04 AEST ]]> Selection of discriminative genes in microarray experiments using mathematical programming https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:9257 Wed 11 Apr 2018 14:26:22 AEST ]]> FlexDM: simple, parallel and fault-tolerant data mining using WEKA https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:22675 Wed 11 Apr 2018 14:19:36 AEST ]]> Mining disjunctive patterns in biomedical data sets https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:12280 Wed 11 Apr 2018 13:25:16 AEST ]]> VICUS - A noise addition technique for categorical data https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:17571 Wed 11 Apr 2018 13:17:45 AEST ]]> Integer programming models and algorithms for molecular classification of cancer from microarray data https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:9263 Wed 11 Apr 2018 11:42:14 AEST ]]> The Gene Interaction Miner: a new tool for data mining contextual information for protein-protein interaction analysis https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:9256 Wed 11 Apr 2018 09:30:32 AEST ]]> Evaluation of rational nonsteroidal anti-inflammatory drugs and gastro-protective agents use; association rule data mining using outpatient prescription patterns https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:30415 Wed 02 Oct 2019 10:27:18 AEST ]]> A multiple kernel learning based fusion for earthquake detection from multimedia twitter data https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:36148 Tue 18 Feb 2020 13:04:28 AEDT ]]> Risk factors identification of malignant mesothelioma: a data mining based approach https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:48655 Tue 14 Nov 2023 14:43:11 AEDT ]]> Using network alignment to identify conserved consumer behaviour modelling constructs https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:45983 Tue 08 Nov 2022 14:33:24 AEDT ]]> Marketing meets data science: bridging the gap https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:45980 Tue 08 Nov 2022 14:33:11 AEDT ]]> Using Technology to Discover More About the Justice System https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:47919 Tue 07 Feb 2023 14:58:10 AEDT ]]> Assessing coal properties and their effects on coking performance: a data mining approach https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:38285 Thu 14 Mar 2024 08:35:22 AEDT ]]> Efficient computation and visualization of multiple density-based clustering hierarchies https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:40332 Thu 14 Jul 2022 11:09:11 AEST ]]> Language individuation and marker words: Shakespeare and his Maxwell's demon https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:14966 Thu 12 Apr 2018 13:35:44 AEST ]]> Smooth tests of fit for Gaussian mixtures https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:23320 Thu 01 Sep 2016 13:02:50 AEST ]]> Identification of breast cancer subtypes using multiple gene expression microarray datasets https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:31536 Sat 24 Mar 2018 08:44:27 AEDT ]]> Knowledge discovery through SysFor - a systematically developed forest of multiple decision trees https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:31539 SysFor that can build many trees even from a low dimensional data set. Another strength of the technique is that instead of building multiple trees using any attribute (good or bad) it uses only those attributes that have high classification capabilities. We also present two novel voting techniques in order to predict the class value of an unlabeled record through the collective use of multiple trees. Experimental results demonstrate that SysFor is suitable for multiple pattern extraction and knowledge discovery from both low dimensional and high dimensional data sets by building a number of good quality decision trees. Moreover, it also has prediction accuracy higher than the accuracy of several existing techniques that have previously been shown as having high performance.]]> Sat 24 Mar 2018 08:44:27 AEDT ]]> Novel evolutionary algorithms for supervised classification problems: an experimental study https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:31559 Sat 24 Mar 2018 08:42:51 AEDT ]]> Digitally-assisted discovery and proof https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:8826 Sat 24 Mar 2018 08:38:22 AEDT ]]> Privacy preserving data mining: a noise addition framework using a novel clustering technique https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:12421 Sat 24 Mar 2018 08:17:47 AEDT ]]> Knowledge integration in organizations: an empirical assessment https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:10597 Sat 24 Mar 2018 08:13:44 AEDT ]]> Privacy-preserving data mining https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:9846 Sat 24 Mar 2018 08:10:36 AEDT ]]> Gaining insights to the importation of food to Sri Lanka using data mining https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:11772 Sat 24 Mar 2018 08:07:35 AEDT ]]> Prediction based on integration of decisional DNA and a feature selection algorithm RELIEF-F https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:21417 Sat 24 Mar 2018 08:05:02 AEDT ]]> Insolvency prediction in the presence of data inconsistencies https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:18842 Sat 24 Mar 2018 08:03:20 AEDT ]]> Mining monitored data for decision-making with a Bayesian network model https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:20249 Sat 24 Mar 2018 07:59:57 AEDT ]]> Event detection in Twitter using text and image fusion https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:17796 Sat 24 Mar 2018 07:57:37 AEDT ]]> Unravelling low back pain in an outpatient physiotherapy service https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:17681 Sat 24 Mar 2018 07:57:27 AEDT ]]> Using meta-regression data mining to improve predictions of performance based on heart rate dynamics for Australian football https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:18002 Sat 24 Mar 2018 07:56:16 AEDT ]]> Gaining insights to the tea industry of Sri Lanka using data mining https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:5957 Sat 24 Mar 2018 07:46:24 AEDT ]]> An automatic rib segmentation method on x-ray radiographs https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:27128 Sat 24 Mar 2018 07:41:35 AEDT ]]> Mining the big data of residential appliances in the smart grid environment https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:28657 Sat 24 Mar 2018 07:37:12 AEDT ]]> Segmenting and targeting customers through clusters selection & analysis https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:26159 Sat 24 Mar 2018 07:35:27 AEDT ]]> Are the most popular users always trustworthy? The case of Yelp https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:29613 Sat 24 Mar 2018 07:32:06 AEDT ]]> Quantifying privacy: a novel entropy-based measure of disclosure risk https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:28438 Sat 24 Mar 2018 07:29:04 AEDT ]]> Multi-level clustering and its visualization for exploratory spatial analysis https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:3382 Sat 24 Mar 2018 07:18:55 AEDT ]]> Enabling the big data analysis in the smart grid https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:23113 Sat 24 Mar 2018 07:15:31 AEDT ]]> Advanced pattern discovery-based fuzzy classification method for power system dynamic security assessment https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:24934 Sat 24 Mar 2018 07:14:19 AEDT ]]> Predicting Deflagration and Detonation in Detonation Tube https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:52839 Mon 30 Oct 2023 09:41:40 AEDT ]]> Improving Customer Value Index and Consumption Forecasts Using a Weighted RFM Model and Machine Learning Algorithms https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:44815 Mon 24 Oct 2022 09:38:42 AEDT ]]> Breast cancer intrinsic subtypes: a critical conception in bioinformatics https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:30639 Mon 23 Sep 2019 11:53:06 AEST ]]> Multimedia data fusion for event detection in Twitter by using Dempster-Shafer evidence theory https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:25521 Mon 23 Sep 2019 11:27:51 AEST ]]> Evolutionary data mining approaches for rule-based and tree-based classifiers https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:16204 Mon 20 Nov 2023 15:50:19 AEDT ]]> Multiple kernel fusion for event detection from multimedia data in Twitter https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:31322 Mon 16 Apr 2018 14:13:21 AEST ]]> A literature review on sentiment analysis and its foundational technologies https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:48982 Fri 21 Apr 2023 12:10:57 AEST ]]> A novel machine learning algorithm for tracking remotely sensed waves in the surf zone https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:36265 Fri 10 Mar 2023 14:51:22 AEDT ]]> Educational data mining for students' performance based on fuzzy C-means clustering https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:38661 Fri 10 Dec 2021 16:28:16 AEDT ]]> Multiple kernel-based multimedia fusion for automated event detection from tweets https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:35445 Fri 09 Aug 2019 11:51:22 AEST ]]> Can utilizing business intelligence with electronic dental record data improve business decisions for dental organizations: a scoping review https://ogma.newcastle.edu.au/vital/access/manager/Repository/uon:52960 Fri 03 Nov 2023 12:28:57 AEDT ]]>