http://researchonline.federation.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 Isolation set-kernel and its application to multi-instance learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14194 Wed 07 Apr 2021 14:02:16 AEST ]]> An improved measurement variable estimation model for positioning mobile robot http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14176 Wed 07 Apr 2021 14:02:15 AEST ]]> Improving deep forest by confidence screening http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13989 Wed 07 Apr 2021 14:02:05 AEST ]]> Grouping points by shared subspaces for effective subspace clustering http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13716 Wed 07 Apr 2021 14:01:49 AEST ]]> Isolation kernel and its effect on SVM http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13711 Wed 07 Apr 2021 14:01:49 AEST ]]> Isolation-based anomaly detection using nearest-neighbor ensembles http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13502 Wed 07 Apr 2021 14:01:38 AEST ]]> Multi-label learning with emerging new labels http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13413 Wed 07 Apr 2021 14:01:33 AEST ]]> Neighbourhood contrast : A better means to detect clusters than density http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13361 Wed 07 Apr 2021 14:01:31 AEST ]]> Research on EKF-based localization method of tracked mobile robot http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13249 Wed 07 Apr 2021 14:01:24 AEST ]]> A simple efficient density estimator that enables fast systematic search http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12976 Wed 07 Apr 2021 14:01:10 AEST ]]> Precision http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12965 Wed 07 Apr 2021 14:01:10 AEST ]]> Precision and recall http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12966 Wed 07 Apr 2021 14:01:10 AEST ]]> Sensitivity and specificity http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12967 Wed 07 Apr 2021 14:01:10 AEST ]]> Confusion matrix http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12961 Wed 07 Apr 2021 14:01:09 AEST ]]> Error rate http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12962 Wed 07 Apr 2021 14:01:09 AEST ]]> Precision http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12960 Wed 07 Apr 2021 14:01:09 AEST ]]> Precision and recall http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12963 Wed 07 Apr 2021 14:01:09 AEST ]]> Sensitivity and specificity http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12964 Wed 07 Apr 2021 14:01:09 AEST ]]> ZERO++ : Harnessing the power of zero appearances to detect anomalies in large-scale data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12951 Wed 07 Apr 2021 14:01:09 AEST ]]> Discover multiple novel labels in multi-instance multi-label learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12861 Wed 07 Apr 2021 14:01:04 AEST ]]> New class adaptation via instance generation in one-pass class incremental learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12862 Wed 07 Apr 2021 14:01:04 AEST ]]> Confusion matrix http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12852 Wed 07 Apr 2021 14:01:03 AEST ]]> Defying the gravity of learning curve : A characteristic of nearest neighbour anomaly detectors http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12854 Wed 07 Apr 2021 14:01:03 AEST ]]> Error rate http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12853 Wed 07 Apr 2021 14:01:03 AEST ]]> Data-dependent dissimilarity measure : An effective alternative to geometric distance measures http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12791 Wed 07 Apr 2021 14:01:00 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 ]]> Density-ratio based clustering for discovering clusters with varying densities http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12635 Wed 07 Apr 2021 14:00:52 AEST ]]> Beyond tf-idf and cosine distance in documents dissimilarity measure http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12514 Wed 07 Apr 2021 14:00:46 AEST ]]> Overcoming key weaknesses of distance-based neighbourhood methods using a data dependent dissimilarity measure http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12527 Wed 07 Apr 2021 14:00:46 AEST ]]> Revisiting attribute independence assumption in probabilistic unsupervised anomaly detection http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12513 Wed 07 Apr 2021 14:00:46 AEST ]]> A non-time series approach to vehicle related time series problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12102 Wed 07 Apr 2021 14:00:24 AEST ]]> LiNearN : A new approach to nearest neighbour density estimator http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12103 Wed 07 Apr 2021 14:00:24 AEST ]]> Simplifying and improving ant-based clustering http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12100 Wed 07 Apr 2021 14:00:24 AEST ]]> A generic ensemble approach to estimate multidimensional likelihood in Bayesian classifier learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12083 Wed 07 Apr 2021 14:00:23 AEST ]]> Efficient anomaly detection by isolation using Nearest Neighbour Ensemble http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12085 Wed 07 Apr 2021 14:00:23 AEST ]]> Improving iForest with relative mass http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12082 Wed 07 Apr 2021 14:00:23 AEST ]]> Learning sparse kernel classifiers in the primal http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12087 Wed 07 Apr 2021 14:00:23 AEST ]]> Mp-dissimilarity : A data dependent dissimilarity measure http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12084 Wed 07 Apr 2021 14:00:23 AEST ]]> LeSiNN : Detecting anomalies by identifying least similar nearest neighbours http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10664 Wed 07 Apr 2021 13:56:00 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 ]]> Clustering gene expression data using ant-based heuristics http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7390 Wed 07 Apr 2021 13:46:51 AEST ]]> Optimizing cepstral features for audio classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7384 Wed 07 Apr 2021 13:46:51 AEST ]]> Boosting support vector machines successfully http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7320 Wed 07 Apr 2021 13:46:47 AEST ]]> Density estimation based on mass http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7258 Wed 07 Apr 2021 13:46:44 AEST ]]> Fast anomaly detection for streaming data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7257 Wed 07 Apr 2021 13:46:44 AEST ]]> Relevance feature mapping for content-based image retrieval http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7261 Wed 07 Apr 2021 13:46:44 AEST ]]> Building sparse support vector machines for multi-instance classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7242 Wed 07 Apr 2021 13:46:43 AEST ]]> MassBayes: a new generative classifier with multi-dimensional likelihood estimation http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7239 Wed 07 Apr 2021 13:46:43 AEST ]]> On low-rank regularized least squares for scalable nonlinear classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7243 Wed 07 Apr 2021 13:46:43 AEST ]]> Mass estimation http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7232 Wed 07 Apr 2021 13:46:42 AEST ]]> Efficient nonlinear classification via low-rank regularised least squares http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6599 Wed 07 Apr 2021 13:46:10 AEST ]]> Learning sparse kernel classifiers for multi-instance classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6598 Wed 07 Apr 2021 13:46:10 AEST ]]> DEMass: a new density estimator for big data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6522 Wed 07 Apr 2021 13:46:06 AEST ]]> Local models - the key to boosting stable learners successfully http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6521 Wed 07 Apr 2021 13:46:06 AEST ]]> Relevance feature mapping for content-based multimedia information retrieval http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6424 Wed 07 Apr 2021 13:46:01 AEST ]]> FaSS : Ensembles for stable learners http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6394 Wed 07 Apr 2021 13:45:59 AEST ]]> Feature-subspace aggregating: ensembles for stable and unstable learners http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6395 Wed 07 Apr 2021 13:45:59 AEST ]]> Learning by extrapolation from marginal to full-multivariate probability distributions: Decreasingly naive Bayesian classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6404 Wed 07 Apr 2021 13:45:59 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 ]]> Multi-dimensional mass estimation and mass-based clustering http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6393 Wed 07 Apr 2021 13:45:59 AEST ]]> A comparative study of practical stochastic clustering method with traditional methods http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6384 Wed 07 Apr 2021 13:45:58 AEST ]]> A general stochastic clustering method for automatic cluster discovery http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6385 Wed 07 Apr 2021 13:45:58 AEST ]]> Issues of grid-cluster retrievals in swarm-based clustering http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6383 Wed 07 Apr 2021 13:45:58 AEST ]]> A survey of audio-based music classification and annotation http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6360 Wed 07 Apr 2021 13:45:57 AEST ]]> Isolation forest http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6367 Wed 07 Apr 2021 13:45:57 AEST ]]> Isolation-based anomaly detection http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6369 Wed 07 Apr 2021 13:45:57 AEST ]]> Learning naive Bayes classifiers for music classification and retrieval http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6358 Wed 07 Apr 2021 13:45:57 AEST ]]> Music classification via the bag-of-features approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6359 Wed 07 Apr 2021 13:45:57 AEST ]]> On detecting clustered anomalies using SCiForest http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6368 Wed 07 Apr 2021 13:45:57 AEST ]]> On feature combination for music classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6357 Wed 07 Apr 2021 13:45:57 AEST ]]> Spectrum of Variable-Random trees http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6366 Wed 07 Apr 2021 13:45:57 AEST ]]> Local contrast as an effective means to robust clustering against varying densities http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13282 Tue 21 Sep 2021 12:00:10 AEST ]]> Classification under streaming emerging new classes : A solution using completely-random trees http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12837 Tue 19 Oct 2021 14:38:10 AEDT ]]>