Revisiting where are the hard knapsack problems? via Instance Space AnalysisAndrés Muñoz M., Smith-Miles K., Christiansen J.Journal Articleandres-munoz-m smith-miles-k christiansen-jjournal-article
Constraint Reduction Reformulations for Projection Algorithms with Applications to Wavelet ConstructionDao M.N., Tam M.K., Dizon N.D., Hogan J.A.Journal Articledao-m-n tam-m-k dizon-n-d hogan-j-ajournal-article
Network scheduling problem with cross-docking and loading constraintsCastellucci P.B., Costa A.M., Toledo F.Journal Articlecastellucci-p-b costa-a-m toledo-fjournal-article
Strengthened splitting methods for computing resolventsArag?n Artacho F.J., Campoy R., Tam M.K.Journal Articlearagn-artacho-f-j campoy-r tam-m-kjournal-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 studyLopes T.C., Brauner N., Magat?o L., Michels A.S.Journal Articlelopes-t-c brauner-n magato-l michels-a-sjournal-article
An exact algorithm for constructing minimum Euclidean skeletons of polygonsBrazil M., Volz M., Ras C., Thomas D., Andr?s-Thi? N.Journal Articlebrazil-m volz-m ras-c thomas-d andrs-thi-njournal-article
Minimum Steiner trees on a set of concyclic points and their centerGrossman P.A., Rubinstein J.H., Brazil M., Thomas D.A., Whittle D.Journal Articlegrossman-p-a rubinstein-j-h brazil-m thomas-d-a whittle-djournal-article
Bifidelity Surrogate Modelling: Showcasing the Need for New Test InstancesMu?oz M.A., Smith-Miles K., Andr?s-Thi? N.Journal Articlemuoz-m-a smith-miles-k andrs-thi-njournal-article
Enhanced instance space analysis for the maximum flow problemMu?oz M.A., Smith-Miles K., Alipour H.Journal Articlemuoz-m-a smith-miles-k 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 CharacteristicsKang Y, Li F, Hyndman RJ, O?Hara-Wild M, Zhao B.Journal Articlekang-y-2 li-f-2 hyndman-rj ohara-wild-m-2 zhao-bjournal-article
A Look at the Evaluation Setup of the M5 Forecasting CompetitionMontero-Mansob P., Bergmeira C., Hyndman R.J, Hewamalagea H.Journal Articlemontero-mansob-p bergmeira-c hyndman-r-j-3 hewamalagea-hjournal-article
Detecting distributional differences between temporal granularities for exploratory time series analysisHyndman R.J., Gupta S., Cook D.Journal Article, Working Paperhyndman-r-j gupta-s cook-djournal-article working-paper
Forecasting COVID-19 activity in Australia to support pandemic response: May to October 2020McVernon J., Hyndman R.J., Moss R., ??Price D.J., ??Golding N., ?Dawson P., ??Shearer F.M., ??McCaw J.M.Journal Articlemcvernon-j hyndman-r-j moss-r price-d-j golding-n dawson-p shearer-f-m mccaw-j-mjournal-article
Anomaly detection in dynamic networksKandanaarachchi S, Hyndman R.JJournal Articlekandanaarachchi-s-2 hyndman-r-j-3journal-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-j-2journal-article
A First Approach to Risk-Limiting Audits for Single Transferable Vote ElectionsBlom M., Teague V., Stuckey P.J., Vukcevic D.Journal Articleblom-m teague-v stuckey-p-j 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*Ahmadi S., Harabor D., Kilby P., Tack G.Conference Paperahmadi-s harabor-d kilby-p tack-gconference-paper
Optimisation of waste clean-up after large-scale disastersCheng C., Costa A.M., Zhu R., Thompson R.G.Journal Articlecheng-c costa-a-m zhu-r thompson-r-gjournal-article
A mathematical model for mineable pushback designsBrazil M., Rubinstein H., Yarmuch J.L., Thomas D.A.Journal Articlebrazil-m rubinstein-h yarmuch-j-l thomas-d-ajournal-article
Cutting to the Core of Pseudo-Boolean Optimization: Combining Core-Guided Search with Cutting Planes ReasoningGocht S., Demirovic E., Nordstr?m J., Stuckey P.J., Devriendt J.Conference Papergocht-s demirovic-e nordstrm-j stuckey-p-j devriendt-jconference-paper
Computational complexity of the 2-connected Steiner network problem in the ?p planeThomas D.A., Ras C.J., Brazil M.Journal Articlethomas-d-a ras-c-j brazil-mjournal-article
Gearhart-Koshy acceleration for affine subspacesTam M.K.Journal Articletam-m-kjournal-article
Towards understanding clustering problems and algorithms: An instance space analysisLorena A.C., Dos Santos Fernandes L.H., Smith-Miles K.Journal Articlelorena-a-c dos-santos-fernandes-l-h smith-miles-kjournal-article
On the diversity and robustness of parameterised multi-objective test suitesYap E., Smith-Miles K., Mu?oz M.A.Journal Articleyap-e smith-miles-k muoz-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 deliverySenthooran I., Le Bodic P., Stuckey P.J.Conference Papersenthooran-i le-bodic-p stuckey-p-jconference-paper
Hierarchical forecast reconciliation with machine learningAbolghasemi M., Petropoulos F., Assimakopoulos V., Hyndman R.J., Spiliotis E.Journal Articleabolghasemi-m petropoulos-f assimakopoulos-v hyndman-r-j spiliotis-ejournal-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 fluctuationsLopes T.C., Brauner N., Michels A.S., Magat?o L., Sikora C.G.S.Journal Articlelopes-t-c brauner-n michels-a-s magato-l sikora-c-g-sjournal-article
Optimal allocation of PCR tests to minimise disease transmission through contact tracing and quarantineRobinson A.P., Bondell H., Baker C.M., Chades I., McVernon J.Journal Articlerobinson-a-p bondell-h baker-c-m chades-i mcvernon-jjournal-article
Reconstructing missing and anomalous data collected from high-frequency in-situ sensors in fresh watersKermorvant C., Liquet B., Litt G., Jones J.B., Mengersen K., Peterson E.E., Leigh C., Hyndman R.J.Journal Articlekermorvant-c liquet-b litt-g jones-j-b mengersen-k peterson-e-e leigh-c hyndman-r-jjournal-article
Multi-period two-echelon location routing problem for disaster waste clean-upHuang X., Cheng C., Costa A.M., Zhu R., Thompson R.G.Journal Articlehuang-x cheng-c costa-a-m zhu-r thompson-r-gjournal-article
Visualizing Probability Distributions Across Bivariate Cyclic Temporal GranularitiesGupta S., Cook D., Hyndman R.J., Unwin A.Journal Articlegupta-s cook-d hyndman-r-j unwin-ajournal-article
Fast Forecast Reconciliation Using Linear ModelsAshouri M., Shmueli G., Hyndman R.J.Journal Articleashouri-m shmueli-g hyndman-r-jjournal-article
Globalizing constraint modelsLeo K., Mears C., Garcia de la Banda M., Tack G.Journal Articleleo-k mears-c garcia-de-la-banda-m tack-gjournal-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 CorrelationPakravan D., Herring D., Kirley M.Conference Paperpakravan-d herring-d kirley-mconference-paper
Enumerated Types and Type Extensions for MiniZincTack G., Stuckey P.J.Conference Papertack-g stuckey-p-jconference-paper
Coupling Different Integer Encodings for SATTack G., Stuckey P.J., Bierlee H., Gange G., Dekker J.J.Conference Papertack-g stuckey-p-j bierlee-h gange-g dekker-j-jconference-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 planningBecerra-Fernandez M., Ruiz-Acosta L.E., Camargo-Mayorga D.A., Mu?oz M.A.Journal Articlebecerra-fernandez-m ruiz-acosta-l-e camargo-mayorga-d-a muoz-m-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 forecastsBergmeir C., Hyndman R.J., Rajapaksha D.Journal Articlebergmeir-c hyndman-r-j 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 ProblemsAlsouly H., Kirley M., Munoz M.A.Journal Articlealsouly-h kirley-m munoz-m-ajournal-article
Optimal construction of montages from mathematical functions on a spectrum of order-disorder preferenceSmith-Miles K., Andrés Muñoz M.Journal Articlesmith-miles-k andres-munoz-mjournal-article
Network augmentation for disaster-resilience against geographically correlated failureRas C., Andr?s-Thi? N., Thomas D., Brazil M.Journal Articleras-c andrs-thi-n thomas-d 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 reviewWang X., Li F., Hyndman R.J., Kang Y.Reviewwang-x li-f hyndman-r-j kang-yreview
Instance Space Analysis of Search-Based Software TestingSmith-Miles K., Munoz M.A., Neelofar, Aleti A.Journal Articlesmith-miles-k munoz-m-a neelofar aleti-ajournal-article
Cluster-based Diversity Over-sampling: A Density and Diversity Oriented Synthetic Over-sampling for Imbalanced DataKhorshidi H.A., Yang Y., Aickelin U.Conference Paperkhorshidi-h-a yang-y aickelin-uconference-paper
Algorithm selection and instance space analysis for curriculum-based course timetablingDe Coster A., Musliu N., Schaerf A., Smith-Miles K., Schoisswohl J.Journal Articlede-coster-a musliu-n schaerf-a smith-miles-k schoisswohl-jjournal-article
Model selection in reconciling hierarchical time seriesBergmeir C., Hyndman R.J., Abolghasemi M., Spiliotis E.Journal Articlebergmeir-c hyndman-r-j abolghasemi-m spiliotis-ejournal-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 StoragesXu W.D., Burns M.J., Cherqui F., Smith-Miles K., Fletcher T.D.Journal Articlexu-w-d burns-m-j cherqui-f smith-miles-k fletcher-t-djournal-article
Seasonal functional autoregressive modelsHaghbin H., Hyndman R.J., Hashemi M., Zamani A.Journal Articlehaghbin-h hyndman-r-j hashemi-m zamani-ajournal-article
Time-of-Use Pricing for Energy Storage InvestmentZhao D., Wang H., Huang J., Lin X.Journal Articlezhao-d wang-h huang-j lin-xjournal-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 ApproachPerraton L.G., Sritharan P., Pivonka P., Mu?oz M.A., Bryant A.L., Mokhtarzadeh H.Journal Articleperraton-l-g sritharan-p pivonka-p muoz-m-a bryant-a-l mokhtarzadeh-hjournal-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., Mu?oz M.A., Kirley M.Journal Articlesmith-miles-k muoz-m-a kirley-mjournal-article
Multi-objective Semi-supervised clustering for finding predictive clustersKhorshidi H.A., Ghasemi Z., Aickelin U.Journal Articlekhorshidi-h-a ghasemi-z aickelin-ujournal-article
Forecasting for social goodHyndman R.J., Ali M.M., Hong T., Porter M.D., Syntetos A., Rostami-Tabar B.Journal Articlehyndman-r-j ali-m-m hong-t porter-m-d syntetos-a rostami-tabar-bjournal-article
Simplifying obstacles for Steiner network problems in the planeVolz M., Ras C., Thomas D., Brazil M.Journal Articlevolz-m ras-c thomas-d brazil-mjournal-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 MeanEk A., Schutt A., Tack G., Stuckey P.J.Conference Paperek-a schutt-a tack-g stuckey-p-jconference-paper
Reproducibility and baseline reporting for dynamic multi-objective benchmark problemsYao X., Herring D., Kirley M.Conference Paperyao-x herring-d kirley-mconference-paper
Benchmarking algorithm portfolio construction methodsSoleimani H., Kandanaarachchi S., Mu?oz M.A.Conference Papersoleimani-h kandanaarachchi-s muoz-m-aconference-paper
Examining algorithm behavior using recurrence quantification and landscape analysesMu?oz M.A.Conference Papermuoz-m-aconference-paper
Relating instance hardness to classification performance in a dataset: a visual approachPaiva P.Y.A., Moreno C.C., Smith-Miles K., Valeriano M.G., Lorena A.C.Journal Articlepaiva-p-y-a moreno-c-c smith-miles-k valeriano-m-g lorena-a-cjournal-article
Honeyboost: Boosting honeypot performance with data fusion and anomaly detectionKandanaarachchi S., Ochiai H., Rao A.Journal Articlekandanaarachchi-s ochiai-h rao-ajournal-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 optimizationCosta A.M., Lu J.-W., Zhu R., Xiao Z., Thompson R.G., Cheng C.Journal Articlecosta-a-m lu-j-w zhu-r xiao-z thompson-r-g cheng-cjournal-article
Mixed-integer linear programming models for the type-II resource-constrained assembly line balancing problemMichels A.S., Costa A.M.Journal Articlemichels-a-s costa-a-mjournal-article
Shape and size optimization of truss structures by Chaos game optimization considering frequency constraintsKhorshidi H.A., Shishehgarkhaneh M.B., Azizi M., Aickelin U.Journal Articlekhorshidi-h-a shishehgarkhaneh-m-b azizi-m aickelin-ujournal-article
Uncertainty representation in investment planning of low-carbon power systemsMoya B., Moreno R., P?schel-L?vengreen S., Mancarella P., Costa A.M.Journal Articlemoya-b moreno-r pschel-lvengreen-s mancarella-p costa-a-mjournal-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 polymerSmith-Miles K., Hajizadeh E., Shireen Z., Weeratunge H., Menzel A., Phillips A.W., Larson R.G.Journal Articlesmith-miles-k hajizadeh-e shireen-z weeratunge-h menzel-a phillips-a-w larson-r-gjournal-article
Drayage routing with heterogeneous fleet, compatibility constraints, and truck load configurationsBustos-Coral D., Costa A.M.Journal Articlebustos-coral-d costa-a-mjournal-article
Probabilistic Forecasts Using Expert Judgment: The Road to Recovery From COVID-19Kourentzes N., O?Hara-Wild M., Athanasopoulos G., Hyndman R.J.Journal Articlekourentzes-n ohara-wild-m athanasopoulos-g hyndman-r-jjournal-article
Increasing User Trust in Optimisation through Feedback and InteractionMarriott K., Dwyer T., Tack G., Liu J.Journal Articlemarriott-k dwyer-t tack-g liu-jjournal-article
A model for open-pit pushback design with operational constraintsRubinstein H., Yarmuch J.L., Thomas D.A., Brazil M.Journal Articlerubinstein-h yarmuch-j-l thomas-d-a brazil-mjournal-article