https://novaprd-lb.newcastle.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 Comparing ellipse detection and deep neural networks for the identification of drinking glasses in images https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:43194 Wed 14 Sep 2022 09:12:37 AEST ]]> Genetic biomarkers for brain hemisphere differentiation in Parkinson's Disease https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:9283 Wed 11 Apr 2018 18:36:27 AEST ]]> A new Memetic Algorithm for ordering datasets: applications in microarray analysis https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:3002 Wed 11 Apr 2018 17:22:49 AEST ]]> Gene ordering in microarray data using parallel memetic algorithms https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:466 Wed 11 Apr 2018 17:22:07 AEST ]]> A hybrid simulated annealing with kempe chain neighborhood for the university timetabling problem https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:9260 Wed 11 Apr 2018 17:22:02 AEST ]]> An integrated QAP-based approach to visualize patterns of gene expression similarity https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:9259 Wed 11 Apr 2018 16:43:02 AEST ]]> Population pharmacokinetics of an Indian F(ab')₂ snake antivenom in patients with Russell's viper (<i>Daboia russelii</i>) bites https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:21161 Daboia russelii) envenoming in Sri Lanka. All patients received Indian F(ab’)₂ snake antivenom manufactured by VINS Bioproducts Ltd. Antivenom concentrations were measured with sandwich enzyme immunoassays. Timed antivenom concentrations were analysed using MONOLIXvs4.2. One, two and three compartment models with zero order input and first order elimination kinetics were assessed. Models were parameterized with clearance(CL), intercompartmental clearance(Q), central compartment volume(V) and peripheral compartment volume(VP). Between-subject-variability (BSV) on relative bioavailability (F) was included to account for dose variations. Covariates effects (age, sex, weight, antivenom batch, pre-antivenom concentrations) were explored by visual inspection and in model building. There were 75 patients, median age 57 years (40-70y) and 64 (85%) were male. 411 antivenom concentration data points were analysed. A two compartment model with zero order input, linear elimination kinetics and a combined error model best described the data. Inclusion of BSV on F and weight as a covariate on V improved the model. Inclusion of pre-antivenom concentrations or different batches on BSV of F did not. Final model parameter estimates were CL,0.078 Lh⁻¹, V,2.2L, Q,0.178Lh⁻¹ and VP,8.33L. The median half-life of distribution was 4.6h (10-90%iles:2.6-7.1h) and half-life of elimination, 140h (10th-90th percentilesx:95-223h). Conclusion: Indian F(ab’)₂ snake antivenom displayed biexponential disposition pharmacokinetics, with a rapid distribution half-life and more prolonged elimination half-life.]]> Wed 11 Apr 2018 16:20:31 AEST ]]> Capacitor placement in large-sized radial distribution networks https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:439 Wed 11 Apr 2018 15:54:22 AEST ]]> (N-1) contingency planning in radial distribution networks using genetic algorithms https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:11601 k, where k is the number of switches. Because of the exponential complexity, exact methods are prohibitively time-consuming. This work presents a genetic algorithm that provides a rapid answer to network managers in terms of a switching strategy to reconnect the affected area. The method takes into account the radial topology of the power flow and the operational limits of voltage and cable load. Computational tests were conducted on a real network with 96 buses and 16 switches, located within the operational area of Energy Australia. This paper describes the genetic algorithm in detail, presents thorough computational tests, and a complete contingency plan for the test network.]]> Wed 11 Apr 2018 15:01:42 AEST ]]> Selection of discriminative genes in microarray experiments using mathematical programming https://novaprd-lb.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://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:22675 Wed 11 Apr 2018 14:19:36 AEST ]]> Evolving wavelet neural networks for breast cancer classification https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:17067 Wed 11 Apr 2018 13:34:22 AEST ]]> Parkinson’s disease data classification using evolvable wavelet neural networks https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:24949 Wed 11 Apr 2018 12:20:14 AEST ]]> Motivated reinforcement learning for improved head actuation of humanoid robots https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:16737 Wed 11 Apr 2018 12:14:35 AEST ]]> Distinguishing childhood absence epilepsy patients from controls by the analysis of their background brain electrical activity https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:7087 Wed 11 Apr 2018 11:42:37 AEST ]]> Integer programming models and algorithms for molecular classification of cancer from microarray data https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:9263 Wed 11 Apr 2018 11:42:14 AEST ]]> The electronic primaries: predicting the U.S. presidency using feature selection with safe data deduction https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:2982 Wed 11 Apr 2018 11:06:16 AEST ]]> Probabilistic gradient ascent with applications to bipedal robotic locomotion https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:28607 Wed 11 Apr 2018 09:43:19 AEST ]]> The Gene Interaction Miner: a new tool for data mining contextual information for protein-protein interaction analysis https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:9256 Wed 11 Apr 2018 09:30:32 AEST ]]> NUClear: a loosely coupled software architecture for humanoid robot systems https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:30313 Wed 09 Feb 2022 15:59:08 AEDT ]]> A multi-agent system with reinforcement learning for railway traffic management https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:42841 Wed 07 Sep 2022 14:48:05 AEST ]]> Evolving multi-dimensional wavelet neural networks for classification using Cartesian Genetic Programming https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:30640 Tue 30 Aug 2022 14:17:53 AEST ]]> 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 ]]> Monocular ORB-SLAM on a humanoid robot for localization purposes https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:35899 Tue 14 Jan 2020 12:16:45 AEDT ]]> Stereo Visual Mesh for Generating Sparse Semantic Maps at High Frame Rates https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:54217 Tue 13 Feb 2024 12:01:29 AEDT ]]> Enhanced embeddings in zero-shot learning for environmental audio https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:55089 Tue 09 Apr 2024 15:28:34 AEST ]]> Optimization of Robot Movements Using Genetic Algorithms and Simulation https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:45916 Tue 08 Nov 2022 09:32:21 AEDT ]]> Comparing computing platforms for deep learning on a humanoid robot https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:35231 Tue 02 Jul 2019 11:44:45 AEST ]]> Sliding window Bag-of-Visual-Words for low computational power robotics scene matching https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:38793 Tue 01 Feb 2022 14:58:34 AEDT ]]> Evolutionary algorithms for scheduling a flowshop manufacturing cell with sequence dependent family setups https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:145 Thu 25 Jul 2013 09:09:48 AEST ]]> Performance of evolutionary wavelet neural networks in acrobot control tasks https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:46386 Thu 17 Nov 2022 10:22:51 AEDT ]]> A decentralised multi-agent system for rail freight traffic management https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:41693 Thu 11 Aug 2022 11:26:17 AEST ]]> An automatic graph layout procedure to visualize correlated data https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:2864 Sat 24 Mar 2018 11:11:31 AEDT ]]> Multi-objective optimisation of power restoration in electricity distribution systems https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:31535 Sat 24 Mar 2018 08:44:29 AEDT ]]> Identification of breast cancer subtypes using multiple gene expression microarray datasets https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:31536 Sat 24 Mar 2018 08:44:27 AEDT ]]> Accounting information inconsistencies and their effects on insolvency models https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:31842 Sat 24 Mar 2018 08:43:16 AEDT ]]> Distinguishing childhood absence epilepsy patients from controls by the analysis of their background brain electrical activity (II): a combinatorial optimization approach for electrode selection https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:7694 Sat 24 Mar 2018 08:33:34 AEDT ]]> Genes related with Alzheimer's disease: A comparison of evolutionary search, statistical and integer programming approaches https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:2992 Sat 24 Mar 2018 08:30:21 AEDT ]]> Switch and tap-changer reconfiguration of distribution networks using evolutionary algorithms. https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:12821 Sat 24 Mar 2018 08:17:17 AEDT ]]> Unsupervised recognition of salient colour for real-time image processing https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:17579 Sat 24 Mar 2018 08:03:59 AEDT ]]> NUbugger: a visual real-time robot debugging system https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:17354 Sat 24 Mar 2018 08:01:41 AEDT ]]> A novel approach to ball detection for humanoid robot soccer https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:19215 Sat 24 Mar 2018 07:54:58 AEDT ]]> Microarrays: identifying molecular portraits in prostrate tumors with different Gleason patterns https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:6615 Sat 24 Mar 2018 07:46:21 AEDT ]]> Genetic signatures for a rodent model of Parkinson's disease using combinatorial optimization methods https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:6631 Sat 24 Mar 2018 07:46:19 AEDT ]]> Consensus clustering of gene expression microarray data using genetic algorithms https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:6201 Sat 24 Mar 2018 07:43:48 AEDT ]]> Genes related with Alzheimer's disease: a comparison of evolutionary search, statistical and integer programming approaches https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:455 Sat 24 Mar 2018 07:42:21 AEDT ]]> Parallel hybrid heuristics for the permutation flow shop problem https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:22173 max. In the permutational scenario, the sequence of jobs has to remain the same in all machines. The Flowshop Problem (FSP) is known to be NP-hard when more than three machines are considered. Thus, for medium and large scale instances, high-quality heuristics are needed to find good solutions in reasonable time. We propose and analyse parallel hybrid search methods that fully use the computational power of current multi-core machines. The parallel methods combine a memetic algorithm (MA) and several iterated greedy algorithms (IG) running concurrently. Two test scenarios were included, with short and long CPU times. The tests were conducted on the set of benchmark instances introduced by Taillard (Eur. J. Oper. Res. 64:278–285, 1993), commonly used to assess the performance of new methods. Results indicate that the use of the MA to manage a pool of solutions is highly effective, allowing the improvement of the best known upper bound for one of the instances.]]> Sat 24 Mar 2018 07:14:59 AEDT ]]> Entanglement of perception and reasoning in the combinatorial game of chess: differential errors of strategic reconstruction https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:22156 Sat 24 Mar 2018 07:10:00 AEDT ]]> Addressing the non-functional requirements of computer vision systems: a case study https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:24065 Sat 24 Mar 2018 07:09:41 AEDT ]]> Evolutionary wavelet neural network ensembles for breast cancer and Parkinson's disease prediction https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:32038 Mon 23 Sep 2019 13:42:04 AEST ]]> An efficient genetic algorithm for the train scheduling problem with fleet management https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:44563 Mon 17 Oct 2022 11:09:24 AEDT ]]> Evaluation of colour models for computer vision using cluster validation techniques https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:16255 Mon 13 Nov 2023 08:51:40 AEDT ]]> Dataset for "Population pharmacokinetics of an Indian F(ab’)2 snake antivenom in patients with Russell’s viper (Daboia russelii) bites" https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:17286 Fri 09 Sep 2016 16:17:26 AEST ]]> Throughput optimisation in a coal export system with multiple terminals and shared resources https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:37403 Fri 06 Nov 2020 17:55:02 AEDT ]]> Implementation and analysis of dynamic stability for bipedal robotic motion https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:41564 Fri 05 Aug 2022 14:30:30 AEST ]]> Integrating shelf life constraints in capacitated lot sizing and scheduling for perishable products https://novaprd-lb.newcastle.edu.au/vital/access/manager/Repository/uon:39323 Fri 03 Jun 2022 15:42:21 AEST ]]>