https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 M-Link: a link clustering memetic algorithm for overlapping community detection https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:40778 Wed 31 Aug 2022 10:24:11 AEST ]]> Where does my brand end? An overlapping community approach https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:34322 Wed 27 Feb 2019 12:32:14 AEDT ]]> PasMoQAP: a parallel asynchronous memetic algorithm for solving the Multi-Objective Quadratic Assignment Problem https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:30426 Wed 23 Jan 2019 11:51:21 AEDT ]]> An Introduction to Proximity Graphs https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:43536 Wed 21 Sep 2022 11:53:29 AEST ]]> A computational approach for designing combination therapy in combating glioblastoma https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:44655 Wed 19 Oct 2022 09:49:47 AEDT ]]> Differential kynurenine pathway metabolism in highly metastatic aggressive breast cancer subtypes: beyond IDO1-induced immunosuppression https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:38724 Wed 19 Jan 2022 10:18:02 AEDT ]]> Iteratively refining breast cancer intrinsic subtypes in the METABRIC dataset https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:23687 Wed 19 Apr 2023 16:42:57 AEST ]]> Designing optimal combination therapy for personalised glioma treatment https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:39130 Wed 11 May 2022 16:34:33 AEST ]]> Strategies for enhancing communication between students, academics and researchers participating in large-scale undergraduate research projects https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:20372 Wed 11 Apr 2018 16:58:08 AEST ]]> A new combinatorial optimization approach for integrated feature selection using different datasets: a prostate cancer transcriptomic study https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:24445 Wed 11 Apr 2018 16:51:11 AEST ]]> Alzheimer's disease patient groups derived from a multivariate analysis of cognitive test outcomes in the coalition against major diseases dataset https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:25160 Wed 11 Apr 2018 16:09:03 AEST ]]> Evolving robust gene regulatory networks https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:27322 Wed 11 Apr 2018 14:52:52 AEST ]]> An information theoretic clustering approach for unveiling authorship affinities in Shakespearean era plays and poems https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:16800 Wed 11 Apr 2018 14:17:27 AEST ]]> The MS risk allele of CD40 is associated with reduced cell-membrane bound expression in antigen presenting cells: implications for gene function https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:26643 Wed 11 Apr 2018 13:39:49 AEST ]]> Common and low frequency variants in MERTK are independently associated with multiple sclerosis susceptibility with discordant association dependent upon HLA-DRB1*15:01 status https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:30273 MERTK has been established as an MS susceptibility gene and is part of a family of receptor tyrosine kinases known to be involved in the pathogenesis of demyelinating disease. In this study we have refined the association of MERTK with MS risk to independent signals from both common and low frequency variants. One of the associated variants was also found to be linked with increased expression of MERTK in monocytes and higher expression of MERTK was associated with either increased or decreased risk of developing MS, dependent upon HLA-DRB1*15:01 status. This discordant association potentially extended beyond MS susceptibility to alterations in disease course in established MS. This study provides clear evidence that distinct polymorphisms within MERTK are associated with MS susceptibility, one of which has the potential to alter MERTK transcription, which in turn can alter both susceptibility and disease course in MS patients.]]> Wed 11 Apr 2018 13:23:58 AEST ]]> Clustering consumers based on trust, confidence and giving behaviour: data-driven model building for charitable involvement in the Australian not-for-profit sector https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:28310 Wed 11 Apr 2018 12:29:47 AEST ]]> Identification of differentially expressed genes through integrated study of alzheimer's disease affected brain regions https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:30004 Wed 11 Apr 2018 12:27:04 AEST ]]> Heterogeneous ensemble combination search using genetic algorithm for class imbalanced data classification https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:24365 Wed 11 Apr 2018 11:41:14 AEST ]]> A data-driven approach to reverse engineering customer engagement models: towards functional constructs https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:16801 Wed 11 Apr 2018 09:24:30 AEST ]]> Evaluation of different normalization and analysis procedures for Illumina gene expression microarray data involving small changes https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:28613 Wed 11 Apr 2018 09:21:51 AEST ]]> Optimising weights for heterogeneous ensemble of classifiers with differential evolution https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:25313 Wed 11 Apr 2018 09:18:04 AEST ]]> Basal-like breast cancer: molecular profiles, clinical features and survival outcomes https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:30824 Wed 10 Nov 2021 15:04:57 AEDT ]]> Approximating the nuclear binding energy using analytic continued fractions https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:55522 Wed 05 Jun 2024 09:01:59 AEST ]]> mQAPViz: A divide-and-conquer multi-objective optimization algorithm to compute large data visualizations https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:34958 Wed 04 Sep 2019 12:16:33 AEST ]]> From ensemble learning to meta-analytics: a review on trends in business applications https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:45579 Wed 02 Nov 2022 08:23:58 AEDT ]]> Extensive transcriptomic and genomic analysis provides new insights about luminal breast cancers https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:25008 Tue 30 Aug 2022 14:27:23 AEST ]]> The discovery of novel biomarkers improves breast cancer intrinsic subtype prediction and reconciles the labels in the METABRIC data set https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:25143 Tue 27 Mar 2018 15:15:35 AEDT ]]> Learning to Extrapolate Using Continued Fractions: Predicting the Critical Temperature of Superconductor Materials https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:54429 Tue 27 Feb 2024 14:00:08 AEDT ]]> World's best universities and personalized rankings https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:34538 Tue 26 Mar 2019 12:02:17 AEDT ]]> Computer-aided breast cancer diagnosis with optimal feature sets: reduction rules and optimization techniques https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:34298 Tue 26 Feb 2019 14:15:13 AEDT ]]> Automatic Discovery and Cleansing of Numerical Metamorphic Relations https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:49596 Tue 23 May 2023 12:45:20 AEST ]]> A memetic algorithm for community detection by maximising the connected cohesion https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:32234 Tue 15 May 2018 14:22:14 AEST ]]> Clustering consumers and cluster-specific behavioural models https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:43055 k-Nearest Neighbour graph (MST-kNN). Cluster-specific consumer behaviours relating to customer engagement are predicted using symbolic regression analysis which, in a commercial setting, would provide the basis for personalized marketing strategies. Five major clusters were found in the dataset of 371 respondents who answered questions from theoretical marketing constructs related to online consumer behaviours. They are labelled as follows: 'Brand Rationalists', 'Passive Socializers', 'Immersers', 'Hedonic Sharers' and 'Active Participators'. For each of these clusters, a linear model of customer engagement was predicted using symbolic regression analysis. These models inform possible personalized marketing strategies after proper segmentation of the customers based on their online consumer behaviour, rather than simple demographic characteristics.]]> Tue 13 Sep 2022 08:35:50 AEST ]]> A comparative analysis of deep neural network architectures for sentence classification using genetic algorithm https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:55626 Tue 11 Jun 2024 16:10:17 AEST ]]> Datasets for business and consumer analytics https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:45986 Tue 08 Nov 2022 14:40:22 AEDT ]]> Visualizing products and consumers: a gestalt theory inspired method https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:45985 Tue 08 Nov 2022 14:40:20 AEDT ]]> Using network alignment to identify conserved consumer behaviour modelling constructs https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:45983 Tue 08 Nov 2022 14:33:24 AEDT ]]> Memetic algorithms for business analytics and data science: a brief survey https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:45984 Tue 08 Nov 2022 14:33:21 AEDT ]]> Introducing clustering with a focus in marketing and consumer analysis https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:45981 Tue 08 Nov 2022 14:33:13 AEDT ]]> Marketing meets data science: bridging the gap https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:45980 Tue 08 Nov 2022 14:33:11 AEDT ]]> Overlapping communities in co-purchasing and social interaction graphs: a memetic approach https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:45982 Tue 08 Nov 2022 14:33:11 AEDT ]]> Business Network Analytics: From Graphs to Supernetworks https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:42888 Tue 06 Sep 2022 14:18:31 AEST ]]> Mathematical Modelling of Peak and Residual Shear Strength of Rough Rock Discontinuities Using Continued Fractions https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:55507 Tue 04 Jun 2024 20:54:48 AEST ]]> Deep neural networks understand investors better https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:35934 Thu 25 Jun 2020 12:19:41 AEST ]]> An adaptive memetic algorithm for feature selection using proxity graphs https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:36788 Thu 16 Jul 2020 16:04:16 AEST ]]> Consumer behaviour and marketing fundamentals for business data analytics https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:43369 Thu 15 Sep 2022 15:46:26 AEST ]]> Approximating the Boundaries of Unstable Nuclei Using Analytic Continued Fractions https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:53648 Thu 14 Dec 2023 10:29:19 AEDT ]]> Language individuation and marker words: Shakespeare and his Maxwell's demon https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:14966 Thu 12 Apr 2018 13:35:44 AEST ]]> An accelerated introduction to memetic algorithms https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:41481 Thu 04 Aug 2022 13:53:19 AEST ]]> The cohesion-based communities of symptoms of the largest component of the DSM-IV network https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:48535 Diagnostic and Statistical Manuals of Mental Disorders “DSM-IV” and the most recent addition, DSM-5 allow us to introspect, using the solution provided by modern algorithms, if there exists a consensus between the clusters obtained via a data-driven approach, with the current classifications. In the case of mental disorders, the availability of a follow-up consensus collection (e.g. in this case the DSM-5), potentially allows investigating if the classification of disorders has moved closer (or away) to what a data-driven analytic approach would have unveiled by objectively inferring it from the data of DSM-IV. In this contribution, we present a new type of mathematical approach based on a global cohesion score which we introduce for the first time for the identification of communities of symptoms. Different from other approaches, this combinatorial optimization method is based on the identification of “triangles” in the network; these triads are the building block of feedback loops that can exist between groups of symptoms. We used a memetic algorithm to obtain a collection of highly connected-cohesive sets of symptoms and we compare the resulting community structure with the classification of disorders present in the DSM-IV.]]> Thu 02 May 2024 14:32:58 AEST ]]> A new greedy heuristic for 3DHP protein struture prediction with side chain https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:31540 Sat 24 Mar 2018 08:44:23 AEDT ]]> Engagement in motion: exploring short term dynamics in page-level social media metrics https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:17467 Sat 24 Mar 2018 08:04:12 AEDT ]]> Quantifying the regeneration of bone tissue in biomedical images via Legendre moments https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:17820 Sat 24 Mar 2018 08:03:32 AEDT ]]> Gauging heterogeneity in online consumer behaviour data: a proximity graph approach https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:18832 Sat 24 Mar 2018 08:03:17 AEDT ]]> Identifying communities of trust and confidence in the charity and not-for-profit sector: a memetic algorithm approach https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:18758 Sat 24 Mar 2018 08:02:46 AEDT ]]> Resequencing and fine-mapping of the chromosome 12q13-14 locus associated with multiple sclerosis refines the number of implicated genes https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:18970 Sat 24 Mar 2018 07:58:53 AEDT ]]> Entropy-based high performance computation of Boolean SNP-SNP interactions using GPUs https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:20383 Sat 24 Mar 2018 07:58:08 AEDT ]]> Beyond statistics: a new combinatorial approach to identifying biomarker panels for the early detection and diagnosis of Alzheimer's Disease https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:17878 Sat 24 Mar 2018 07:56:13 AEDT ]]> A GPU-based method for computing eigenvector centrality of gene-expression networks https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:16267 Sat 24 Mar 2018 07:54:14 AEDT ]]> Disclosed: an efficient depth-first, top-down algorithm for mining disjunctive closed itemsets in high-dimensional data https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:21139 Disclosed, mines disjunctive closed itemsets by exploring the search space in a depth-first, top-down manner. We evaluated the performance of our algorithm to execute such a task using real microarray gene expression data sets publicly available on the Internet. Our experiments revealed under what situations, the characteristics of a data set, our method obtain a good, bad or average performance. We also compared the performance of our method with the state of the art algorithms for finding disjunctive closed patterns and disjunctive minimal generators. We observed that our approach is two orders of magnitude more efficient, both in terms of time and memory.]]> Sat 24 Mar 2018 07:54:05 AEDT ]]> 'Neuroinflammation' differs categorically from inflammation: transcriptomes of Alzheimer's disease, Parkinson's disease, schizophrenia and inflammatory diseases compared https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:21125 Sat 24 Mar 2018 07:53:55 AEDT ]]> The CYP27B1 variant associated with an increased risk of autoimmune disease is underexpressed in tolerizing dendritic cells https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:19680 Sat 24 Mar 2018 07:53:39 AEDT ]]> Brain transcriptome perturbations in the Hfe<sup>-/-</sup> mouse model of genetic iron loading https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:21833 HFE gene. There is evidence from both human and animal studies that HFE gene variants may affect brain function and modify risks of brain disease. To investigate how disruption of HFE influences brain transcript levels, we used microarray and real-time reverse transcription polymerase chain reaction to assess the brain transcriptome in Hfe−/− mice relative to wildtype AKR controls (age 10 weeks, n ≥ 4/group). The Hfe−/− mouse brain showed numerous significant changes in transcript levels (p < 0.05) although few of these related to proteins directly involved in iron homeostasis. There were robust changes of at least 2-fold in levels of transcripts for prominent genes relating to transcriptional regulation (FBJ osteosarcoma oncogene Fos, early growth response genes), neurotransmission (glutamate NMDA receptor Grin1, GABA receptor Gabbr1) and synaptic plasticity and memory (calcium/calmodulin-dependent protein kinase IIα Camk2a). As previously reported for dietary iron-supplemented mice, there were altered levels of transcripts for genes linked to neuronal ceroid lipofuscinosis, a disease characterized by excessive lipofuscin deposition. Labile iron is known to enhance lipofuscin generation which may accelerate brain aging. The findings provide evidence that iron loading disorders can considerably perturb levels of transcripts for genes essential for normal brain function and may help explain some of the neurologic signs and symptoms reported in hemochromatosis patients.]]> Sat 24 Mar 2018 07:52:17 AEDT ]]> A new method for mining disjunctive emerging patterns in high-dimensional datasets using hypergraphs https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:18492 Sat 24 Mar 2018 07:51:23 AEDT ]]> Efficient data partitioning for the GPU computation of moment functions https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:18528 Sat 24 Mar 2018 07:50:20 AEDT ]]> Relative neighborhood graphs uncover the dynamics of social media engagement https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:25942 Sat 24 Mar 2018 07:41:27 AEDT ]]> The MST-kNN with paracliques https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:27314 Sat 24 Mar 2018 07:38:37 AEDT ]]> Legendre moments as high performance bone biomarkers: computational methods and GPU acceleration https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:25959 Sat 24 Mar 2018 07:36:58 AEDT ]]> Memetic algorithms: a contemporary introduction https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:29215 Sat 24 Mar 2018 07:36:46 AEDT ]]> Separating sets of strings by finding matching patterns is almost always hard https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:29327 Sat 24 Mar 2018 07:34:24 AEDT ]]> GPU acceleration of an entroy-based model to quantify epistatic interactions between SNPs https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:26041 Sat 24 Mar 2018 07:26:27 AEDT ]]> Blood metabolite markers of preclinical Alzheimer's disease in two longitudinally followed cohorts of older individuals https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:25518 Sat 24 Mar 2018 07:26:01 AEDT ]]> FSMEC: a feature selection method based on the minimum spanning tree and evolutionary computation https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:22915 (alpha,beta)-k-Feature Set, and a ranking-based feature selection method, based on the use of CM1-scores. We employ two publicly available real-world datasets (one with training and test variants). The classification accuracies have been evaluated using a total of 49 methods from an open source data mining and machine learning package WEKA.]]> Sat 24 Mar 2018 07:16:28 AEDT ]]> On ranking nodes using kNN graphs, shortest-paths and GPUs https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:22916 kNN graphs from DNA microarray data sets. The relationship among the genes in the kNN graph is determined by the similarity of their expression levels. The proposed method has been applied to a well known breast cancer microarray study and we highlighted the correlation of the highly ranked genes to the time to relapse of the disease. The method is readily applicable to other datasets, where the data points can be recognised in a multidimensional space. It can be applied to other networks (e.g., social networks, the Internet, etc.) with minimal modications.]]> Sat 24 Mar 2018 07:16:28 AEDT ]]> A memetic algorithm for the quadratic assignment problem with parallel local search https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:23003 Sat 24 Mar 2018 07:15:42 AEDT ]]> Are myocardial infarction-associated single-nucleotide polymorphisms associated with ischemic stroke? https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:25211 Sat 24 Mar 2018 07:14:02 AEDT ]]> MA-Net: a reliable memetic algorithm for community detection by modularity optimization https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:23060 Sat 24 Mar 2018 07:12:28 AEDT ]]> A fast meta-heuristic approach for the (α, ß) - k-feature set problem https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:24348 Sat 24 Mar 2018 07:10:17 AEDT ]]> Continued fractions and the Thomson problem https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:50785 Sat 05 Aug 2023 11:23:08 AEST ]]> Multiple regression techniques for modelling dates of first performances of Shakespeare-era plays https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:50777 Sat 05 Aug 2023 10:05:34 AEST ]]> Dynamic Depth for Better Generalization in Continued Fraction Regression https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:53421 Mon 27 Nov 2023 11:33:01 AEDT ]]> The Unexpected Virtue of Problem Reductions or How to Solve Problems Being Lazy but Wise https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:40915 Mon 25 Jul 2022 12:35:10 AEST ]]> Target curricula via selection of minimum feature sets: a case study in Boolean networks https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:31944 intrinsic dimension as a proxy for target dificulty, which is estimated using optimal solutions to a combinatorial optimisation problem known as the Minimum-Feature-Set (minFS) problem. We also demonstrate that the same generalisation gains can be achieved without providing any knowledge of target difficulty.]]> Mon 23 Sep 2019 10:33:03 AEST ]]> Analytic continued fractions for regression: results on 352 datasets from the physical sciences https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:38588 th century for which measurements were tabulated, and a governing functional relationship was postulated. Using leave-one-out cross-validation, in training our method ranks first in 350 out of the 352 datasets. Only six machine learning algorithms ranked first in at least one of the 352 datasets on testing; our approach ranked first 192 times, i.e. more all of the other algorithms combined. The results favourably speak about the robustness of our methodology. We conclude that the use of analytic continued fractions in regression deserves further study and we also advocate that Schaffer's data collection should also be included in the repertoire of datasets to test the performance of machine learning and regression algorithms.]]> Mon 20 Nov 2023 14:40:26 AEDT ]]> Anomaly detection via mining numerical workflow relations from logs https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:44565 Mon 17 Oct 2022 11:09:31 AEDT ]]> Augmented intuition: a bridge between theory and practice https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:43528 Mon 17 Apr 2023 14:53:59 AEST ]]> Analytic continued fractions for regression: a memetic algorithm approach https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:46269 Mon 14 Nov 2022 14:59:50 AEDT ]]> Evolutionary Hyperparameter Optimisation for Sentence Classification https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:40403 Mon 11 Jul 2022 13:55:35 AEST ]]> Using the QAP grid visualization approach for biomarker identification of cell-specific transcriptomic signatures https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:33167 Mon 10 Sep 2018 11:02:59 AEST ]]> A Multi-objective Meta-Analytic Method for Customer Churn Prediction https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:42849 Mon 05 Sep 2022 15:26:27 AEST ]]> Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:50063 Fri 30 Jun 2023 10:52:09 AEST ]]> A novel clustering methodology based on modularity optimisation for detecting authorship affinities in Shakespearean era plays https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:29463 th and 17th centuries), to analyze and detect clusters of similar plays. Experimental results and comparison with state-of-the-art clustering methods demonstrate the remarkable performance of our new method for identifying high quality clusters which reflect the commonalities in the literary style of the plays.]]> Fri 24 Jul 2020 15:16:02 AEST ]]> Symbolic regression modeling of drug responses https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:35150 Fri 21 Jun 2019 14:31:03 AEST ]]> Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:52671 Fri 20 Oct 2023 09:24:32 AEDT ]]> New alternatives to the Lennard-Jones potential https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:55584 Fri 07 Jun 2024 12:01:40 AEST ]]> Memetic algorithms https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:35259 Fri 05 Jul 2019 12:34:18 AEST ]]> World's best universities and personalized rankings https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:35258 Fri 05 Jul 2019 12:27:17 AEST ]]> A Memetic Algorithm for Symbolic Regression https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:42779 Fri 02 Sep 2022 14:18:56 AEST ]]> A Memetic Algorithm for the Facility Location Problem https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:42782 Fri 02 Sep 2022 12:24:36 AEST ]]> A Memetic Algorithm Approach to Network Alignment: Mapping the Classification of Mental Disorders of DSM-IV with ICD-10 https://novaprd-lb.newcastle.edu.au/vital/access/ /manager/Repository/uon:42778 Fri 02 Sep 2022 11:42:18 AEST ]]>