| Title | Author | Categories | DOI | Link | hf:doc_author | hf:doc_categories |
|---|---|---|---|---|---|---|
| Revisiting where are the hard knapsack problems? via Instance Space Analysis | Munoz M.A., Christiansen J., Smith-Miles K. | Journal Article | 10.1016/j.cor.2020.105184 | munoz-m-a christiansen-j smith-miles-k | journal-article | |
| Constraint Reduction Reformulations for Projection Algorithms with Applications to Wavelet Construction | Dizon N.D., Hogan J.A., Tam M.K., Dao M.N. | Journal Article | 10.1007/s10957-021-01878-z | dizon-n-d hogan-j-a tam-m-k dao-m-n | journal-article | |
| Network scheduling problem with cross-docking and loading constraints | Castellucci P.B., Costa A.M., Toledo F. | Journal Article | 10.1016/j.cor.2021.105271 | castellucci-p-b costa-a-m toledo-f | journal-article | |
| Strengthened splitting methods for computing resolvents | Aragon Artacho F.J., Campoy R., Tam M.K. | Journal Article | 10.1007/s10589-021-00291-6 | aragon-artacho-f-j campoy-r tam-m-k | journal-article | |
| Conserving workforce while temporarily rebalancing assembly lines under demand disruption | Michels A.S., Costa A.M. | Journal Article | 10.1080/00207543.2021.1998694 | michels-a-s costa-a-m | journal-article | |
| Minimizing the Risk of Spreading Processes via Surveillance Schedules and Sparse Control | Somers V.L.J., Manchester I.R. | Journal Article | 10.1109/TCNS.2022.3203359 | somers-v-l-j manchester-i-r | journal-article | |
| Balancing-sequencing paced assembly lines: a multi-objective mixed-integer linear case study | Michels A.S., Brauner N., Magatao L., Lopes T.C. | Journal Article | 10.1080/00207543.2022.2118888 | michels-a-s brauner-n magatao-l lopes-t-c | journal-article | |
| An exact algorithm for constructing minimum Euclidean skeletons of polygons | Brazil M., Ras C., Thomas D., Andres-Thio N., Volz M. | Journal Article | 10.1007/s10898-021-01101-3 | brazil-m ras-c thomas-d andres-thio-n volz-m | journal-article | |
| Minimum Steiner trees on a set of concyclic points and their center | Brazil M., Whittle D., Grossman P.A., Rubinstein J.H., Thomas D.A. | Journal Article | 10.1111/itor.13055 | brazil-m whittle-d grossman-p-a rubinstein-j-h thomas-d-a | journal-article | |
| Bifidelity Surrogate Modelling: Showcasing the Need for New Test Instances | Munoz M.A., Smith-Miles K., Andres-Thio N. | Journal Article | 10.1287/ijoc.2022.1217 | munoz-m-a smith-miles-k andres-thio-n | journal-article | |
| Enhanced instance space analysis for the maximum flow problem | Munoz M.A., Alipour H., Smith-Miles K. | Journal Article | 10.1016/j.ejor.2022.04.012 | munoz-m-a alipour-h smith-miles-k | journal-article | |
| Probabilistic forecast reconciliation: Properties, evaluation and score optimisation | Panagiotelis A., Gamakumara P., Hyndman R.J., Athanasopoulos G. | Journal Article | 10.1016/j.ejor.2022.07.040 | panagiotelis-a gamakumara-p hyndman-r-j athanasopoulos-g | journal-article | |
| Gratis: Generating Time Series with Diverse and Controllable Characteristics | Zhao B., Kang Y., Hyndman R.J., O'Hara-Wild M., Li F. | Journal Article | 10.1002/sam.11461 | zhao-b kang-y hyndman-r-j ohara-wild-m li-f | journal-article | |
| A Look at the Evaluation Setup of the M5 Forecasting Competition | Hyndman R.J., Hewamalagea H., Montero-Mansob P., Bergmeira C. | Journal Article | 10.48550/arXiv.2108.03588 | hyndman-r-j hewamalagea-h montero-mansob-p bergmeira-c | journal-article | |
| Detecting distributional differences between temporal granularities for exploratory time series analysis | Gupta S., Cook D., Hyndman R.J. | Journal Article, Working Paper | n/a | gupta-s cook-d hyndman-r-j | journal-article working-paper | |
| Forecasting COVID-19 activity in Australia to support pandemic response: May to October 2020 | Moss R., Hyndman R.J., Price D.J., Golding N., Dawson P., McVernon J., Shearer F.M., McCaw J.M. | Journal Article | 10.1101/2022.08.04.22278391 | moss-r hyndman-r-j price-d-j golding-n dawson-p mcvernon-j shearer-f-m mccaw-j-m | journal-article | |
| Anomaly detection in dynamic networks | Kandanaarachchi S., Hyndman R.J. | Journal Article | 10.48550/arXiv.2210.07407 | kandanaarachchi-s hyndman-r-j | journal-article | |
| STR: Seasonal-Trend Decomposition Using Regression | Hyndman R.J., Dokumentov A. | Journal Article | 10.1287/ijds.2021.0004 | hyndman-r-j dokumentov-a | journal-article | |
| MSTL: A Seasonal-Trend Decomposition Algorithm for Time Series with Multiple Seasonal Patterns | Hyndman R.J., Bandara K., Bergmeir C. | Journal Article | 10.48550/arXiv.2107.13462 | hyndman-r-j bandara-k bergmeir-c | journal-article | |
| A First Approach to Risk-Limiting Audits for Single Transferable Vote Elections | Vukcevic D., Stuckey P.J., Blom M., Teague V. | Journal Article | 10.48550/arXiv.2112.09921 | vukcevic-d stuckey-p-j blom-m teague-v | journal-article | |
| Instance Space Analysis for Algorithm?Testing: Methodology and Software Tools | Andrés Muñoz M., Smith-Miles K. | Journal Article | 10.1145/3572895 | andres-munoz-m smith-miles-k | journal-article | |
| Weight Constrained Path Finding with Bidirectional A* | Ahmadi S., Tack G., Harabor D., Kilby P. | Conference Paper | 10.1609/socs.v15i1.21746 | ahmadi-s tack-g harabor-d kilby-p | conference-paper | |
| Optimisation of waste clean-up after large-scale disasters | Thompson R.G., Cheng C., Costa A.M., Zhu R. | Journal Article | 10.1016/j.wasman.2020.09.023 | thompson-r-g cheng-c costa-a-m zhu-r | journal-article | |
| A mathematical model for mineable pushback designs | Brazil M., Rubinstein H., Yarmuch J.L., Thomas D.A. | Journal Article | 10.1080/17480930.2021.1885582 | brazil-m rubinstein-h yarmuch-j-l thomas-d-a | journal-article | |
| Cutting to the Core of Pseudo-Boolean Optimization: Combining Core-Guided Search with Cutting Planes Reasoning | Stuckey P.J., Devriendt J., Nordstrom J., Gocht S., Demirovic E. | Conference Paper | stuckey-p-j devriendt-j nordstrom-j gocht-s demirovic-e | conference-paper | ||
| Computational complexity of the 2-connected Steiner network problem in the ?p plane | Ras C.J., Thomas D.A., Brazil M. | Journal Article | 10.1016/j.tcs.2020.11.002 | ras-c-j thomas-d-a brazil-m | journal-article | |
| Gearhart-Koshy acceleration for affine subspaces | Tam M.K. | Journal Article | 10.1016/j.orl.2020.12.007 | tam-m-k | journal-article | |
| Towards understanding clustering problems and algorithms: An instance space analysis | Dos Santos Fernandes L.H., Smith-Miles K., Lorena A.C. | Journal Article | 10.3390/a14030095 | dos-santos-fernandes-l-h smith-miles-k lorena-a-c | journal-article | |
| On the diversity and robustness of parameterised multi-objective test suites | Yap E., Smith-Miles K., Munoz M.A. | Journal Article | 10.1016/j.asoc.2021.107613 | yap-e smith-miles-k munoz-m-a | journal-article | |
| Convergence rates for boundedly regular systems | Csetnek E.R., Eberhard A., Tam M.K. | Journal Article | 10.1007/s10444-021-09891-6 | csetnek-e-r eberhard-a tam-m-k | journal-article | |
| Optimising training for service delivery | Stuckey P.J., Senthooran I., Le Bodic P. | Conference Paper | 10.4230/LIPIcs.CP.2021.48 | stuckey-p-j senthooran-i le-bodic-p | conference-paper | |
| Hierarchical forecast reconciliation with machine learning | Petropoulos F., Assimakopoulos V., Abolghasemi M., Spiliotis E., Hyndman R.J. | Journal Article | 10.1016/j.asoc.2021.107756 | petropoulos-f assimakopoulos-v abolghasemi-m spiliotis-e hyndman-r-j | journal-article | |
| A note to: A multiple-rule based constructive randomized search algorithm for solving assembly line worker assignment and balancing problem | Costa A.M., Michels A.S. | Journal Article | 10.1007/s10845-020-01632-8 | costa-a-m michels-a-s | journal-article | |
| Assembly line balancing for two cycle times: Anticipating demand fluctuations | Magatao L., Sikora C.G.S., Lopes T.C., Michels A.S., Brauner N. | Journal Article | 10.1016/j.cie.2021.107685 | magatao-l sikora-c-g-s lopes-t-c michels-a-s brauner-n | journal-article | |
| Optimal allocation of PCR tests to minimise disease transmission through contact tracing and quarantine | Baker C.M., Chades I., McVernon J., Bondell H., Robinson A.P. | Journal Article | 10.1016/j.epidem.2021.100503 | baker-c-m chades-i mcvernon-j bondell-h robinson-a-p | journal-article | |
| Reconstructing missing and anomalous data collected from high-frequency in-situ sensors in fresh waters | Mengersen K., Peterson E.E., Leigh C., Kermorvant C., Liquet B., Hyndman R.J., Litt G., Jones J.B. | Journal Article | 10.3390/ijerph182312803 | mengersen-k peterson-e-e leigh-c kermorvant-c liquet-b hyndman-r-j litt-g jones-j-b | journal-article | |
| Multi-period two-echelon location routing problem for disaster waste clean-up | Thompson R.G., Cheng C., Costa A.M., Huang X., Zhu R. | Journal Article | 10.1080/23249935.2021.1916644 | thompson-r-g cheng-c costa-a-m huang-x zhu-r | journal-article | |
| Visualizing Probability Distributions Across Bivariate Cyclic Temporal Granularities | Gupta S., Cook D., Unwin A., Hyndman R.J. | Journal Article | 10.1080/10618600.2021.1938588 | gupta-s cook-d unwin-a hyndman-r-j | journal-article | |
| Fast Forecast Reconciliation Using Linear Models | Hyndman R.J., Ashouri M., Shmueli G. | Journal Article | 10.1080/10618600.2021.1939038 | hyndman-r-j ashouri-m shmueli-g | journal-article | |
| Globalizing constraint models | Tack G., Leo K., Mears C., Garcia de la Banda M. | Journal Article | 10.1016/j.artint.2021.103599 | tack-g leo-k mears-c garcia-de-la-banda-m | journal-article | |
| Leave-One-Out Kernel Density Estimates for Outlier Detection | Kandanaarachchi S., Hyndman R.J. | Journal Article | 10.1080/10618600.2021.2000425 | kandanaarachchi-s hyndman-r-j | journal-article | |
| Analysing Multiobjective Optimization Using Evolutionary Path Length Correlation | Herring D., Kirley M., Pakravan D. | Conference Paper | 10.1007/978-3-030-97546-3_38 | herring-d kirley-m pakravan-d | conference-paper | |
| Enumerated Types and?Type Extensions for?MiniZinc | Stuckey P.J., Tack G. | Conference Paper | 10.1007/978-3-031-08011-1_25 | stuckey-p-j tack-g | conference-paper | |
| Coupling Different Integer Encodings for?SAT | Bierlee H., Tack G., Gange G., Dekker J.J., Stuckey P.J. | Conference Paper | 10.1007/978-3-031-08011-1_5 | bierlee-h tack-g gange-g dekker-j-j stuckey-p-j | conference-paper | |
| A FastMap-Based Algorithm for?Block Modeling | Koenig S., Kumar T.K.S., Li A., Stuckey P. | Conference Paper | 10.1007/978-3-031-08011-1_16 | koenig-s kumar-t-k-s li-a stuckey-p | conference-paper | |
| A system dynamics model for sustainable corporate strategic planning | Becerra-Fernandez M., Ruiz-Acosta L.E., Camargo-Mayorga D.A., Munoz M.A. | Journal Article | 10.1590/0103-6513.20220011 | becerra-fernandez-m ruiz-acosta-l-e camargo-mayorga-d-a munoz-m-a | journal-article | |
| Distributed ARIMA models for ultra-long time series | Kang Y., Hyndman R.J., Wang X., Li F. | Journal Article | 10.1016/j.ijforecast.2022.05.001 | kang-y hyndman-r-j wang-x li-f | journal-article | |
| On the Coordination of Transmission-Distribution Grids: A Dynamic Feasible Region Method | Wang H., Zhang T., Wang J., Jin R., Li G., Zhou M. | Journal Article | 10.1109/TPWRS.2022.3197556 | wang-h zhang-t wang-j jin-r li-g zhou-m | journal-article | |
| LoMEF: A framework to produce local explanations for global model time series forecasts | Rajapaksha D., Hyndman R.J., Bergmeir C. | Journal Article | 10.1016/j.ijforecast.2022.06.006 | rajapaksha-d hyndman-r-j bergmeir-c | journal-article | |
| Multi-Stage Sparse Resource Allocation for Control of Spreading Processes over Networks | Somers V.L.J., Manchester I.R. | Conference Paper | 10.23919/ACC53348.2022.9867834 | somers-v-l-j manchester-i-r | conference-paper | |
| An Instance Space Analysis of Constrained Multi-Objective Optimization Problems | Kirley M., Alsouly H., Munoz M.A. | Journal Article | 10.1109/TEVC.2022.3208595 | kirley-m alsouly-h munoz-m-a | journal-article | |
| Optimal construction of montages from mathematical functions on a spectrum of order-disorder preference | Smith-Miles K., Munoz M.A. | Journal Article | 10.1080/17513472.2022.2139663 | smith-miles-k munoz-m-a | journal-article | |
| Network augmentation for disaster-resilience against geographically correlated failure | Ras C., Thomas D., Andres-Thio N., Brazil M. | Journal Article | 10.1002/net.22138 | ras-c thomas-d andres-thio-n brazil-m | journal-article | |
| Insurance Contract for High Renewable Energy Integration | Huang J., Lin X., Zhao D., Wang H. | Conference Paper | 10.1109/SmartGridComm52983.2022.9960994 | huang-j lin-x zhao-d wang-h | conference-paper | |
| A survey on Benders Decomposition methods applied to Assembly Line Balancing Problems | Sikora C.G.S., Michels A.S. | Conference Paper | 10.1016/j.ifacol.2022.09.437 | sikora-c-g-s michels-a-s | conference-paper | |
| Forecast combinations: An over 50-year review | Kang Y., Hyndman R.J., Wang X., Li F. | Review | 10.1016/j.ijforecast.2022.11.005 | kang-y hyndman-r-j wang-x li-f | review | |
| Instance Space Analysis of Search-Based Software Testing | Smith-Miles K., Neelofar N., Aleti A., Munoz M.A. | Journal Article | 10.1109/TSE.2022.3228334 | smith-miles-k neelofar-n aleti-a munoz-m-a | journal-article | |
| Cluster-based Diversity Over-sampling: A Density and Diversity Oriented Synthetic Over-sampling for Imbalanced Data | Aickelin U., Yang Y., Khorshidi H.A. | Conference Paper | aickelin-u yang-y khorshidi-h-a | conference-paper | ||
| Algorithm selection and instance space analysis for curriculum-based course timetabling | Smith-Miles K., Musliu N., Schaerf A., Schoisswohl J., De Coster A. | Journal Article | 10.1007/s10951-021-00701-x | smith-miles-k musliu-n schaerf-a schoisswohl-j de-coster-a | journal-article | |
| Model selection in reconciling hierarchical time series | Hyndman R.J., Abolghasemi M., Spiliotis E., Bergmeir C. | Journal Article | 10.1007/s10994-021-06126-z | hyndman-r-j abolghasemi-m spiliotis-e bergmeir-c | journal-article | |
| In search of peak human athletic potential: A mathematical investigation | Menzies M., James N., Bondell H. | Journal Article | 10.1063/5.0073141 | menzies-m james-n bondell-h | journal-article | |
| Coordinated Control Can Deliver Synergies Across Multiple Rainwater Storages | Cherqui F., Fletcher T.D., Xu W.D., Smith-Miles K., Burns M.J. | Journal Article | 10.1029/2021WR030266 | cherqui-f fletcher-t-d xu-w-d smith-miles-k burns-m-j | journal-article | |
| Seasonal functional autoregressive models | Hyndman R.J., Zamani A., Haghbin H., Hashemi M. | Journal Article | 10.1111/jtsa.12608 | hyndman-r-j zamani-a haghbin-h hashemi-m | journal-article | |
| Time-of-Use Pricing for Energy Storage Investment | Huang J., Lin X., Zhao D., Wang H. | Journal Article | 10.1109/TSG.2021.3136650 | huang-j lin-x zhao-d wang-h | journal-article | |
| Unsupervised anomaly detection ensembles using item response theory | Kandanaarachchi S. | Journal Article | 10.1016/j.ins.2021.12.042 | kandanaarachchi-s | journal-article | |
| Biomechanical Markers of Forward Hop-Landing After ACL-Reconstruction: A Pattern Recognition Approach | Sritharan P., Pivonka P., Bryant A.L., Munoz M.A., Mokhtarzadeh H., Perraton L.G. | Journal Article | 10.1007/s10439-022-02921-4 | sritharan-p pivonka-p bryant-a-l munoz-m-a mokhtarzadeh-h perraton-l-g | journal-article | |
| Revisiting Facial Age Estimation With New Insights From Instance Space Analysis | Geng X., Smith-Miles K. | Journal Article | 10.1109/TPAMI.2020.3038760 | geng-x smith-miles-k | journal-article | |
| Analyzing randomness effects on the reliability of exploratory landscape analysis | Kirley M., Munoz M.A., Smith-Miles K. | Journal Article | 10.1007/s11047-021-09847-1 | kirley-m munoz-m-a smith-miles-k | journal-article | |
| Multi-objective Semi-supervised clustering for finding predictive clusters | Ghasemi Z., Aickelin U., Khorshidi H.A. | Journal Article | 10.1016/j.eswa.2022.116551 | ghasemi-z aickelin-u khorshidi-h-a | journal-article | |
| Forecasting for social good | Rostami-Tabar B., Ali M.M., Hong T., Porter M.D., Syntetos A., Hyndman R.J. | Journal Article | 10.1016/j.ijforecast.2021.02.010 | rostami-tabar-b ali-m-m hong-t porter-m-d syntetos-a hyndman-r-j | journal-article | |
| Simplifying obstacles for Steiner network problems in the plane | Ras C., Thomas D., Brazil M., Volz M. | Journal Article | 10.1002/net.22080 | ras-c thomas-d brazil-m volz-m | journal-article | |
| Can machine learning improve small area population forecasts? A forecast combination approach | Kirley M., Grossman I., Bandara K., Wilson T. | Journal Article | 10.1016/j.compenvurbsys.2022.101806 | kirley-m grossman-i bandara-k wilson-t | journal-article | |
| Explaining Propagation for Gini and Spread with Variable Mean | Tack G., Ek A., Schutt A., Stuckey P.J. | Conference Paper | 10.4230/LIPIcs.CP.2022.21 | tack-g ek-a schutt-a stuckey-p-j | conference-paper | |
| Reproducibility and baseline reporting for dynamic multi-objective benchmark problems | Kirley M., Yao X., Herring D. | Conference Paper | 10.1145/3512290.3528791 | kirley-m yao-x herring-d | conference-paper | |
| Benchmarking algorithm portfolio construction methods | Munoz M.A., Kandanaarachchi S., Soleimani H. | Conference Paper | 10.1145/3520304.3528880 | munoz-m-a kandanaarachchi-s soleimani-h | conference-paper | |
| Examining algorithm behavior using recurrence quantification and landscape analyses | Munoz M.A. | Conference Paper | 10.1145/3520304.3534029 | munoz-m-a | conference-paper | |
| Relating instance hardness to classification performance in a dataset: a visual approach | Paiva P.Y.A., Moreno C.C., Valeriano M.G., Smith-Miles K., Lorena A.C. | Journal Article | 10.1007/s10994-022-06205-9 | paiva-p-y-a moreno-c-c valeriano-m-g smith-miles-k lorena-a-c | journal-article | |
| Honeyboost: Boosting honeypot performance with data fusion and anomaly detection | Ochiai H., Rao A., Kandanaarachchi S. | Journal Article | 10.1016/j.eswa.2022.117073 | ochiai-h rao-a kandanaarachchi-s | journal-article | |
| Temporal and spectral governing dynamics of Australian hydrological streamflow time series | James N., Bondell H. | Journal Article | 10.1016/j.jocs.2022.101767 | james-n bondell-h | journal-article | |
| An integrated multi-objective model for disaster waste clean-up systems optimization | Cheng C., Costa A.M., Lu J.W., Zhu R., Xiao Z., Thompson R.G. | Journal Article | 10.1016/j.tre.2022.102867 | cheng-c costa-a-m lu-j-w zhu-r xiao-z thompson-r-g | journal-article | |
| Mixed-integer linear programming models for the type-II resource-constrained assembly line balancing problem | Costa A.M., Michels A.S. | Journal Article | 10.1108/AA-10-2021-0140 | costa-a-m michels-a-s | journal-article | |
| Shape and size optimization of truss structures by Chaos game optimization considering frequency constraints | Aickelin U., Khorshidi H.A., Shishehgarkhaneh M.B., Azizi M. | Journal Article | 10.1016/j.jare.2022.01.002 | aickelin-u khorshidi-h-a shishehgarkhaneh-m-b azizi-m | journal-article | |
| Uncertainty representation in investment planning of low-carbon power systems | Puschel-Lovengreen S., Costa A.M., Moya B., Moreno R., Mancarella P. | Journal Article | 10.1016/j.epsr.2022.108470 | puschel-lovengreen-s costa-a-m moya-b moreno-r mancarella-p | journal-article | |
| Nonparametric conditional density estimation in a deep learning framework for short-term forecasting | Huberman D.B., Reich B.J., Bondell H.D. | Journal Article | 10.1007/s10651-021-00499-z | huberman-d-b reich-b-j bondell-h-d | journal-article | |
| Informing Multiobjective Optimization Benchmark Construction Through Instance Space Analysis | Munoz M.A., Smith-Miles K., Yap E. | Journal Article | 10.1109/TEVC.2022.3205165 | munoz-m-a smith-miles-k yap-e | journal-article | |
| A machine learning enabled hybrid optimization framework for efficient coarse-graining of a model polymer | Weeratunge H., Menzel A., Phillips A.W., Larson R.G., Smith-Miles K., Hajizadeh E., Shireen Z. | Journal Article | 10.1038/s41524-022-00914-4 | weeratunge-h menzel-a phillips-a-w larson-r-g smith-miles-k hajizadeh-e shireen-z | journal-article | |
| Drayage routing with heterogeneous fleet, compatibility constraints, and truck load configurations | Bustos-Coral D., Costa A.M. | Journal Article | 10.1016/j.tre.2022.102922 | bustos-coral-d costa-a-m | journal-article | |
| Probabilistic Forecasts Using Expert Judgment: The Road to Recovery From COVID-19 | Athanasopoulos G., Kourentzes N., O'Hara-Wild M., Hyndman R.J. | Journal Article | 10.1177/00472875211059240 | athanasopoulos-g kourentzes-n ohara-wild-m hyndman-r-j | journal-article | |
| Increasing User Trust in Optimisation through Feedback and Interaction | Dwyer T., Tack G., Liu J., Marriott K. | Journal Article | 10.1145/3503461 | dwyer-t tack-g liu-j marriott-k | journal-article | |
| A model for open-pit pushback design with operational constraints | Rubinstein H., Yarmuch J.L., Thomas D.A., Brazil M. | Journal Article | 10.1007/s11081-021-09699-9 | rubinstein-h yarmuch-j-l thomas-d-a brazil-m | journal-article |
