TitleAuthorCategoriesDOI:Doi:DOILinkhf:doc_authorhf:doc_categories
Revisiting where are the hard knapsack problems? via Instance Space AnalysisSmith-Miles K., Munoz M.A., Christiansen J.Journal Articlesmith-miles-k munoz-m-a christiansen-jjournal-article
Constraint Reduction Reformulations for Projection Algorithms with Applications to Wavelet ConstructionDao M.N., Dizon N.D., Hogan J.A., Tam M.K.Journal Articledao-m-n dizon-n-d hogan-j-a tam-m-kjournal-article
Network scheduling problem with cross-docking and loading constraintsCosta A.M., Castellucci P.B., Toledo F.Journal Articlecosta-a-m castellucci-p-b toledo-fjournal-article
Strengthened splitting methods for computing resolventsTam M.K., Campoy R., Aragon Artacho F.J.Journal Articletam-m-k campoy-r aragon-artacho-f-jjournal-article
Conserving workforce while temporarily rebalancing assembly lines under demand disruptionCosta A.M., Michels A.S.Journal Articlecosta-a-m michels-a-sjournal-article
Minimizing the Risk of Spreading Processes via Surveillance Schedules and Sparse ControlSomers V.L.J., Manchester I.R.Journal Articlesomers-v-l-j manchester-i-rjournal-article
Balancing-sequencing paced assembly lines: a multi-objective mixed-integer linear case studyMagatao L., Michels A.S., Lopes T.C., Brauner N.Journal Articlemagatao-l michels-a-s lopes-t-c brauner-njournal-article
An exact algorithm for constructing minimum Euclidean skeletons of polygonsBrazil M., Volz M., Ras C., Thomas D., Andres-Thio N.Journal Articlebrazil-m volz-m ras-c thomas-d andres-thio-njournal-article
Minimum Steiner trees on a set of concyclic points and their centerBrazil M., Thomas D.A., Whittle D., Grossman P.A., Rubinstein J.H.Journal Articlebrazil-m thomas-d-a whittle-d grossman-p-a rubinstein-j-hjournal-article
Bifidelity Surrogate Modelling: Showcasing the Need for New Test InstancesMunoz M.A., Andres-Thio N., Smith-Miles K.Journal Articlemunoz-m-a andres-thio-n smith-miles-kjournal-article
Enhanced instance space analysis for the maximum flow problemSmith-Miles K., Munoz M.A., Alipour H.Journal Articlesmith-miles-k munoz-m-a alipour-hjournal-article
Probabilistic forecast reconciliation: Properties, evaluation and score optimisationHyndman R.J., Panagiotelis A., Gamakumara P., Athanasopoulos G.Journal Articlehyndman-r-j panagiotelis-a gamakumara-p athanasopoulos-gjournal-article
Gratis: Generating Time Series with Diverse and Controllable CharacteristicsHyndman R.J., O'Hara-Wild M., Li F., Kang Y., Zhao B.Journal Articlehyndman-r-j ohara-wild-m li-f kang-y zhao-bjournal-article
A Look at the Evaluation Setup of the M5 Forecasting CompetitionHyndman R.J., Hewamalagea H., Montero-Mansob P., Bergmeira C.Journal Articlehyndman-r-j hewamalagea-h montero-mansob-p bergmeira-cjournal-article
Detecting distributional differences between temporal granularities for exploratory time series analysisHyndman R.J., Gupta S., Cook D.Working Paper, Journal Articlehyndman-r-j gupta-s cook-dworking-paper journal-article
Forecasting COVID-19 activity in Australia to support pandemic response: May to October 2020Hyndman R.J., McVernon J., Moss R., Price D.J., Golding N., Dawson P., Shearer F.M., McCaw J.M.Journal Articlehyndman-r-j mcvernon-j moss-r price-d-j golding-n dawson-p shearer-f-m mccaw-j-mjournal-article
Anomaly detection in dynamic networksHyndman R.J., Kandanaarachchi S.Journal Articlehyndman-r-j kandanaarachchi-sjournal-article
STR: Seasonal-Trend Decomposition Using RegressionHyndman R.J., Dokumentov A.Journal Articlehyndman-r-j dokumentov-ajournal-article
MSTL: A Seasonal-Trend Decomposition Algorithm for Time Series with Multiple Seasonal PatternsBandara K., Bergmeir C., Hyndman R.J.Journal Articlebandara-k bergmeir-c hyndman-r-jjournal-article
A First Approach to Risk-Limiting Audits for Single Transferable Vote ElectionsStuckey P.J., Blom M., Teague V., Vukcevic D.Journal Articlestuckey-p-j blom-m teague-v vukcevic-djournal-article
Instance Space Analysis for Algorithm?Testing: Methodology and Software ToolsSmith-Miles K., Andrés Muñoz M.Journal Articlesmith-miles-k andres-munoz-mjournal-article
Weight Constrained Path Finding with Bidirectional A*Tack G., Ahmadi S., Harabor D., Kilby P.Conference Papertack-g ahmadi-s harabor-d kilby-pconference-paper
Optimisation of waste clean-up after large-scale disastersCheng C., Zhu R., Thompson R.G., Costa A.M.Journal Articlecheng-c zhu-r thompson-r-g costa-a-mjournal-article
A mathematical model for mineable pushback designsYarmuch J.L., Brazil M., Rubinstein H., Thomas D.A.Journal Articleyarmuch-j-l brazil-m rubinstein-h thomas-d-ajournal-article
Cutting to the Core of Pseudo-Boolean Optimization: Combining Core-Guided Search with Cutting Planes ReasoningNordstrom J., Stuckey P.J., Devriendt J., Gocht S., Demirovic E.Conference Papernordstrom-j stuckey-p-j devriendt-j gocht-s demirovic-econference-paper
Computational complexity of the 2-connected Steiner network problem in the ?p planeBrazil M., Thomas D.A., Ras C.J.Journal Articlebrazil-m thomas-d-a ras-c-jjournal-article
Gearhart-Koshy acceleration for affine subspacesTam M.K.Journal Articletam-m-kjournal-article
Towards understanding clustering problems and algorithms: An instance space analysisSmith-Miles K., Lorena A.C., Dos Santos Fernandes L.H.Journal Articlesmith-miles-k lorena-a-c dos-santos-fernandes-l-hjournal-article
On the diversity and robustness of parameterised multi-objective test suitesSmith-Miles K., Yap E., Munoz M.A.Journal Articlesmith-miles-k yap-e munoz-m-ajournal-article
Convergence rates for boundedly regular systemsCsetnek E.R., Eberhard A., Tam M.K.Journal Articlecsetnek-e-r eberhard-a tam-m-kjournal-article
Optimising training for service deliveryStuckey P.J., Senthooran I., Le Bodic P.Conference Paperstuckey-p-j senthooran-i le-bodic-pconference-paper
Hierarchical forecast reconciliation with machine learningHyndman R.J., Abolghasemi M., Spiliotis E., Petropoulos F., Assimakopoulos V.Journal Articlehyndman-r-j abolghasemi-m spiliotis-e petropoulos-f assimakopoulos-vjournal-article
A note to: A multiple-rule based constructive randomized search algorithm for solving assembly line worker assignment and balancing problemCosta A.M., Michels A.S.Journal Articlecosta-a-m michels-a-sjournal-article
Assembly line balancing for two cycle times: Anticipating demand fluctuationsMichels A.S., Sikora C.G.S., Lopes T.C., Brauner N., Magatao L.Journal Articlemichels-a-s sikora-c-g-s lopes-t-c brauner-n magatao-ljournal-article
Optimal allocation of PCR tests to minimise disease transmission through contact tracing and quarantineMcVernon J., Robinson A.P., Bondell H., Baker C.M., Chades I.Journal Articlemcvernon-j robinson-a-p bondell-h baker-c-m chades-ijournal-article
Reconstructing missing and anomalous data collected from high-frequency in-situ sensors in fresh watersLitt G., Jones J.B., Mengersen K., Peterson E.E., Leigh C., Hyndman R.J., Kermorvant C., Liquet B.Journal Articlelitt-g jones-j-b mengersen-k peterson-e-e leigh-c hyndman-r-j kermorvant-c liquet-bjournal-article
Multi-period two-echelon location routing problem for disaster waste clean-upCosta A.M., Cheng C., Zhu R., Thompson R.G., Huang X.Journal Articlecosta-a-m cheng-c zhu-r thompson-r-g huang-xjournal-article
Visualizing Probability Distributions Across Bivariate Cyclic Temporal GranularitiesHyndman R.J., Gupta S., Cook D., Unwin A.Journal Articlehyndman-r-j gupta-s cook-d unwin-ajournal-article
Fast Forecast Reconciliation Using Linear ModelsHyndman R.J., Ashouri M., Shmueli G.Journal Articlehyndman-r-j ashouri-m shmueli-gjournal-article
Globalizing constraint modelsTack G., Leo K., Mears C., Garcia de la Banda M.Journal Articletack-g leo-k mears-c garcia-de-la-banda-mjournal-article
Leave-One-Out Kernel Density Estimates for Outlier DetectionHyndman R.J., Kandanaarachchi S.Journal Articlehyndman-r-j kandanaarachchi-sjournal-article
Analysing Multiobjective Optimization Using Evolutionary Path Length CorrelationHerring D., Kirley M., Pakravan D.Conference Paperherring-d kirley-m pakravan-dconference-paper
Enumerated Types and?Type Extensions for?MiniZincTack G., Stuckey P.J.Conference Papertack-g stuckey-p-jconference-paper
Coupling Different Integer Encodings for?SATDekker J.J., Tack G., Stuckey P.J., Bierlee H., Gange G.Conference Paperdekker-j-j tack-g stuckey-p-j bierlee-h gange-gconference-paper
A FastMap-Based Algorithm for?Block ModelingLi A., Stuckey P., Koenig S., Kumar T.K.S.Conference Paperli-a stuckey-p koenig-s kumar-t-k-sconference-paper
A system dynamics model for sustainable corporate strategic planningMunoz M.A., Becerra-Fernandez M., Ruiz-Acosta L.E., Camargo-Mayorga D.A.Journal Articlemunoz-m-a becerra-fernandez-m ruiz-acosta-l-e camargo-mayorga-d-ajournal-article
Distributed ARIMA models for ultra-long time seriesWang X., Li F., Kang Y., Hyndman R.J.Journal Articlewang-x li-f kang-y hyndman-r-jjournal-article
On the Coordination of Transmission-Distribution Grids: A Dynamic Feasible Region MethodWang H., Zhang T., Wang J., Jin R., Li G., Zhou M.Journal Articlewang-h zhang-t wang-j jin-r li-g zhou-mjournal-article
LoMEF: A framework to produce local explanations for global model time series forecastsHyndman R.J., Bergmeir C., Rajapaksha D.Journal Articlehyndman-r-j bergmeir-c rajapaksha-djournal-article
Multi-Stage Sparse Resource Allocation for Control of Spreading Processes over NetworksSomers V.L.J., Manchester I.R.Conference Papersomers-v-l-j manchester-i-rconference-paper
An Instance Space Analysis of Constrained Multi-Objective Optimization ProblemsKirley M., Alsouly H., Munoz M.A.Journal Articlekirley-m alsouly-h munoz-m-ajournal-article
Optimal construction of montages from mathematical functions on a spectrum of order-disorder preferenceSmith-Miles K., Munoz M.A.Journal Articlesmith-miles-k munoz-m-ajournal-article
Network augmentation for disaster-resilience against geographically correlated failureRas C., Thomas D., Andres-Thio N., Brazil M.Journal Articleras-c thomas-d andres-thio-n brazil-mjournal-article
Insurance Contract for High Renewable Energy IntegrationZhao D., Wang H., Huang J., Lin X.Conference Paperzhao-d wang-h huang-j lin-xconference-paper
A survey on Benders Decomposition methods applied to Assembly Line Balancing ProblemsMichels A.S., Sikora C.G.S.Conference Papermichels-a-s sikora-c-g-sconference-paper
Forecast combinations: An over 50-year reviewHyndman R.J., Wang X., Li F., Kang Y.Reviewhyndman-r-j wang-x li-f kang-yreview
Instance Space Analysis of Search-Based Software TestingMunoz M.A., Neelofar N., Aleti A., Smith-Miles K.Journal Articlemunoz-m-a neelofar-n aleti-a smith-miles-kjournal-article
Cluster-based Diversity Over-sampling: A Density and Diversity Oriented Synthetic Over-sampling for Imbalanced DataAickelin U., Khorshidi H.A., Yang Y.Conference Paperaickelin-u khorshidi-h-a yang-yconference-paper
Algorithm selection and instance space analysis for curriculum-based course timetablingSchaerf A., Schoisswohl J., Smith-Miles K., De Coster A., Musliu N.Journal Articleschaerf-a schoisswohl-j smith-miles-k de-coster-a musliu-njournal-article
Model selection in reconciling hierarchical time seriesHyndman R.J., Abolghasemi M., Spiliotis E., Bergmeir C.Journal Articlehyndman-r-j abolghasemi-m spiliotis-e bergmeir-cjournal-article
In search of peak human athletic potential: A mathematical investigationJames N., Bondell H., Menzies M.Journal Articlejames-n bondell-h menzies-mjournal-article
Coordinated Control Can Deliver Synergies Across Multiple Rainwater StoragesSmith-Miles K., Xu W.D., Burns M.J., Cherqui F., Fletcher T.D.Journal Articlesmith-miles-k xu-w-d burns-m-j cherqui-f fletcher-t-djournal-article
Seasonal functional autoregressive modelsHyndman R.J., Zamani A., Haghbin H., Hashemi M.Journal Articlehyndman-r-j zamani-a haghbin-h hashemi-mjournal-article
Time-of-Use Pricing for Energy Storage InvestmentWang H., Huang J., Lin X., Zhao D.Journal Articlewang-h huang-j lin-x zhao-djournal-article
Unsupervised anomaly detection ensembles using item response theoryKandanaarachchi S.Journal Articlekandanaarachchi-sjournal-article
Biomechanical Markers of Forward Hop-Landing After ACL-Reconstruction: A Pattern Recognition ApproachSritharan P., Pivonka P., Bryant A.L., Mokhtarzadeh H., Perraton L.G., Munoz M.A.Journal Articlesritharan-p pivonka-p bryant-a-l mokhtarzadeh-h perraton-l-g munoz-m-ajournal-article
Revisiting Facial Age Estimation With New Insights From Instance Space AnalysisSmith-Miles K., Geng X.Journal Articlesmith-miles-k geng-xjournal-article
Analyzing randomness effects on the reliability of exploratory landscape analysisSmith-Miles K., Munoz M.A., Kirley M.Journal Articlesmith-miles-k munoz-m-a kirley-mjournal-article
Multi-objective Semi-supervised clustering for finding predictive clustersAickelin U., Khorshidi H.A., Ghasemi Z.Journal Articleaickelin-u khorshidi-h-a ghasemi-zjournal-article
Forecasting for social goodAli M.M., Hong T., Porter M.D., Syntetos A., Hyndman R.J., Rostami-Tabar B.Journal Articleali-m-m hong-t porter-m-d syntetos-a hyndman-r-j rostami-tabar-bjournal-article
Simplifying obstacles for Steiner network problems in the planeBrazil M., Volz M., Ras C., Thomas D.Journal Articlebrazil-m volz-m ras-c thomas-djournal-article
Can machine learning improve small area population forecasts? A forecast combination approachWilson T., Kirley M., Grossman I., Bandara K.Journal Articlewilson-t kirley-m grossman-i bandara-kjournal-article
Explaining Propagation for Gini and Spread with Variable MeanTack G., Ek A., Schutt A., Stuckey P.J.Conference Papertack-g ek-a schutt-a stuckey-p-jconference-paper
Reproducibility and baseline reporting for dynamic multi-objective benchmark problemsHerring D., Kirley M., Yao X.Conference Paperherring-d kirley-m yao-xconference-paper
Benchmarking algorithm portfolio construction methodsMunoz M.A., Kandanaarachchi S., Soleimani H.Conference Papermunoz-m-a kandanaarachchi-s soleimani-hconference-paper
Examining algorithm behavior using recurrence quantification and landscape analysesMunoz M.A.Conference Papermunoz-m-aconference-paper
Relating instance hardness to classification performance in a dataset: a visual approachSmith-Miles K., Paiva P.Y.A., Moreno C.C., Valeriano M.G., Lorena A.C.Journal Articlesmith-miles-k paiva-p-y-a moreno-c-c valeriano-m-g lorena-a-cjournal-article
Honeyboost: Boosting honeypot performance with data fusion and anomaly detectionRao A., Kandanaarachchi S., Ochiai H.Journal Articlerao-a kandanaarachchi-s ochiai-hjournal-article
Temporal and spectral governing dynamics of Australian hydrological streamflow time seriesJames N., Bondell H.Journal Articlejames-n bondell-hjournal-article
An integrated multi-objective model for disaster waste clean-up systems optimizationZhu R., Xiao Z., Thompson R.G., Costa A.M., Cheng C., Lu J.W.Journal Articlezhu-r xiao-z thompson-r-g costa-a-m cheng-c lu-j-wjournal-article
Mixed-integer linear programming models for the type-II resource-constrained assembly line balancing problemCosta A.M., Michels A.S.Journal Articlecosta-a-m michels-a-sjournal-article
Shape and size optimization of truss structures by Chaos game optimization considering frequency constraintsShishehgarkhaneh M.B., Azizi M., Aickelin U., Khorshidi H.A.Journal Articleshishehgarkhaneh-m-b azizi-m aickelin-u khorshidi-h-ajournal-article
Uncertainty representation in investment planning of low-carbon power systemsCosta A.M., Moya B., Moreno R., Mancarella P., Puschel-Lovengreen S.Journal Articlecosta-a-m moya-b moreno-r mancarella-p puschel-lovengreen-sjournal-article
Nonparametric conditional density estimation in a deep learning framework for short-term forecastingHuberman D.B., Reich B.J., Bondell H.D.Journal Articlehuberman-d-b reich-b-j bondell-h-djournal-article
Informing Multiobjective Optimization Benchmark Construction Through Instance Space AnalysisSmith-Miles K., Yap E., Munoz M.A.Journal Articlesmith-miles-k yap-e munoz-m-ajournal-article
A machine learning enabled hybrid optimization framework for efficient coarse-graining of a model polymerShireen Z., Weeratunge H., Menzel A., Phillips A.W., Larson R.G., Smith-Miles K., Hajizadeh E.Journal Articleshireen-z weeratunge-h menzel-a phillips-a-w larson-r-g smith-miles-k hajizadeh-ejournal-article
Drayage routing with heterogeneous fleet, compatibility constraints, and truck load configurationsCosta A.M., Bustos-Coral D.Journal Articlecosta-a-m bustos-coral-djournal-article
Probabilistic Forecasts Using Expert Judgment: The Road to Recovery From COVID-19Athanasopoulos G., Hyndman R.J., Kourentzes N., O'Hara-Wild M.Journal Articleathanasopoulos-g hyndman-r-j kourentzes-n ohara-wild-mjournal-article
Increasing User Trust in Optimisation through Feedback and InteractionDwyer T., Tack G., Liu J., Marriott K.Journal Articledwyer-t tack-g liu-j marriott-kjournal-article
A model for open-pit pushback design with operational constraintsYarmuch J.L., Brazil M., Rubinstein H., Thomas D.A.Journal Articleyarmuch-j-l brazil-m rubinstein-h thomas-d-ajournal-article
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