| Title | Author | Categories | DOI | Link | hf:doc_author | hf:doc_categories |
|---|---|---|---|---|---|---|
| Revisiting where are the hard knapsack problems? via Instance Space Analysis | Smith-Miles K., Munoz M.A., Christiansen J. | Journal Article | 10.1016/j.cor.2020.105184 | smith-miles-k munoz-m-a christiansen-j | journal-article | |
| Constraint Reduction Reformulations for Projection Algorithms with Applications to Wavelet Construction | Tam M.K., Dao M.N., Dizon N.D., Hogan J.A. | Journal Article | 10.1007/s10957-021-01878-z | tam-m-k dao-m-n dizon-n-d hogan-j-a | 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 | Costa A.M., Michels A.S. | Journal Article | 10.1080/00207543.2021.1998694 | costa-a-m michels-a-s | 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 | Magatao L., Lopes T.C., Michels A.S., Brauner N. | Journal Article | 10.1080/00207543.2022.2118888 | magatao-l lopes-t-c michels-a-s brauner-n | journal-article | |
| An exact algorithm for constructing minimum Euclidean skeletons of polygons | Thomas D., Andres-Thio N., Volz M., Brazil M., Ras C. | Journal Article | 10.1007/s10898-021-01101-3 | thomas-d andres-thio-n volz-m brazil-m ras-c | journal-article | |
| Minimum Steiner trees on a set of concyclic points and their center | Whittle D., Grossman P.A., Rubinstein J.H., Thomas D.A., Brazil M. | Journal Article | 10.1111/itor.13055 | whittle-d grossman-p-a rubinstein-j-h thomas-d-a brazil-m | journal-article | |
| Bifidelity Surrogate Modelling: Showcasing the Need for New Test Instances | Smith-Miles K., Andres-Thio N., Munoz M.A. | Journal Article | 10.1287/ijoc.2022.1217 | smith-miles-k andres-thio-n munoz-m-a | journal-article | |
| Enhanced instance space analysis for the maximum flow problem | Smith-Miles K., Munoz M.A., Alipour H. | Journal Article | 10.1016/j.ejor.2022.04.012 | smith-miles-k munoz-m-a alipour-h | journal-article | |
| Probabilistic forecast reconciliation: Properties, evaluation and score optimisation | Hyndman R.J., Athanasopoulos G., Panagiotelis A., Gamakumara P. | Journal Article | 10.1016/j.ejor.2022.07.040 | hyndman-r-j athanasopoulos-g panagiotelis-a gamakumara-p | journal-article | |
| Gratis: Generating Time Series with Diverse and Controllable Characteristics | Hyndman R.J., O'Hara-Wild M., Li F., Zhao B., Kang Y. | Journal Article | 10.1002/sam.11461 | hyndman-r-j ohara-wild-m li-f zhao-b kang-y | 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 | Hyndman R.J., Gupta S., Cook D. | Working Paper, Journal Article | n/a | hyndman-r-j gupta-s cook-d | working-paper journal-article | |
| Forecasting COVID-19 activity in Australia to support pandemic response: May to October 2020 | Golding N., Dawson P., McVernon J., Shearer F.M., McCaw J.M., Moss R., Hyndman R.J., Price D.J. | Journal Article | 10.1101/2022.08.04.22278391 | golding-n dawson-p mcvernon-j shearer-f-m mccaw-j-m moss-r hyndman-r-j price-d-j | 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 | Bandara K., Bergmeir C., Hyndman R.J. | Journal Article | 10.48550/arXiv.2107.13462 | bandara-k bergmeir-c hyndman-r-j | journal-article | |
| A First Approach to Risk-Limiting Audits for Single Transferable Vote Elections | Blom M., Teague V., Vukcevic D., Stuckey P.J. | Journal Article | 10.48550/arXiv.2112.09921 | blom-m teague-v vukcevic-d stuckey-p-j | journal-article | |
| Instance Space Analysis for Algorithm?Testing: Methodology and Software Tools | Smith-Miles K., Andrés Muñoz M. | Journal Article | 10.1145/3572895 | smith-miles-k andres-munoz-m | 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 | Cheng C., Costa A.M., Zhu R., Thompson R.G. | Journal Article | 10.1016/j.wasman.2020.09.023 | cheng-c costa-a-m zhu-r thompson-r-g | journal-article | |
| A mathematical model for mineable pushback designs | Rubinstein H., Yarmuch J.L., Thomas D.A., Brazil M. | Journal Article | 10.1080/17480930.2021.1885582 | rubinstein-h yarmuch-j-l thomas-d-a brazil-m | journal-article | |
| Cutting to the Core of Pseudo-Boolean Optimization: Combining Core-Guided Search with Cutting Planes Reasoning | Demirovic E., Stuckey P.J., Devriendt J., Nordstrom J., Gocht S. | Conference Paper | demirovic-e stuckey-p-j devriendt-j nordstrom-j gocht-s | conference-paper | ||
| Computational complexity of the 2-connected Steiner network problem in the ?p plane | Thomas D.A., Brazil M., Ras C.J. | Journal Article | 10.1016/j.tcs.2020.11.002 | thomas-d-a brazil-m ras-c-j | 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 | Smith-Miles K., Lorena A.C., Dos Santos Fernandes L.H. | Journal Article | 10.3390/a14030095 | smith-miles-k lorena-a-c dos-santos-fernandes-l-h | journal-article | |
| On the diversity and robustness of parameterised multi-objective test suites | Munoz M.A., Yap E., Smith-Miles K. | Journal Article | 10.1016/j.asoc.2021.107613 | munoz-m-a yap-e smith-miles-k | 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 | Le Bodic P., Stuckey P.J., Senthooran I. | Conference Paper | 10.4230/LIPIcs.CP.2021.48 | le-bodic-p stuckey-p-j senthooran-i | conference-paper | |
| Hierarchical forecast reconciliation with machine learning | Abolghasemi M., Spiliotis E., Hyndman R.J., Petropoulos F., Assimakopoulos V. | Journal Article | 10.1016/j.asoc.2021.107756 | abolghasemi-m spiliotis-e hyndman-r-j petropoulos-f assimakopoulos-v | 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 | Sikora C.G.S., Lopes T.C., Michels A.S., Brauner N., Magatao L. | Journal Article | 10.1016/j.cie.2021.107685 | sikora-c-g-s lopes-t-c michels-a-s brauner-n magatao-l | journal-article | |
| Optimal allocation of PCR tests to minimise disease transmission through contact tracing and quarantine | Chades I., McVernon J., Bondell H., Robinson A.P., Baker C.M. | Journal Article | 10.1016/j.epidem.2021.100503 | chades-i mcvernon-j bondell-h robinson-a-p baker-c-m | journal-article | |
| Reconstructing missing and anomalous data collected from high-frequency in-situ sensors in fresh waters | Kermorvant C., Liquet B., Hyndman R.J., Litt G., Jones J.B., Mengersen K., Peterson E.E., Leigh C. | Journal Article | 10.3390/ijerph182312803 | kermorvant-c liquet-b hyndman-r-j litt-g jones-j-b mengersen-k peterson-e-e leigh-c | journal-article | |
| Multi-period two-echelon location routing problem for disaster waste clean-up | Costa A.M., Huang X., Zhu R., Thompson R.G., Cheng C. | Journal Article | 10.1080/23249935.2021.1916644 | costa-a-m huang-x zhu-r thompson-r-g cheng-c | journal-article | |
| Visualizing Probability Distributions Across Bivariate Cyclic Temporal Granularities | Unwin A., Hyndman R.J., Gupta S., Cook D. | Journal Article | 10.1080/10618600.2021.1938588 | unwin-a hyndman-r-j gupta-s cook-d | 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 | Hyndman R.J., Kandanaarachchi S. | Journal Article | 10.1080/10618600.2021.2000425 | hyndman-r-j kandanaarachchi-s | journal-article | |
| Analysing Multiobjective Optimization Using Evolutionary Path Length Correlation | Kirley M., Pakravan D., Herring D. | Conference Paper | 10.1007/978-3-030-97546-3_38 | kirley-m pakravan-d herring-d | conference-paper | |
| Enumerated Types and?Type Extensions for?MiniZinc | Tack G., Stuckey P.J. | Conference Paper | 10.1007/978-3-031-08011-1_25 | tack-g stuckey-p-j | conference-paper | |
| Coupling Different Integer Encodings for?SAT | Dekker J.J., Stuckey P.J., Bierlee H., Tack G., Gange G. | Conference Paper | 10.1007/978-3-031-08011-1_5 | dekker-j-j stuckey-p-j bierlee-h tack-g gange-g | conference-paper | |
| A FastMap-Based Algorithm for?Block Modeling | Li A., Stuckey P., Koenig S., Kumar T.K.S. | Conference Paper | 10.1007/978-3-031-08011-1_16 | li-a stuckey-p koenig-s kumar-t-k-s | 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 | Hyndman R.J., Wang X., Li F., Kang Y. | Journal Article | 10.1016/j.ijforecast.2022.05.001 | hyndman-r-j wang-x li-f kang-y | journal-article | |
| On the Coordination of Transmission-Distribution Grids: A Dynamic Feasible Region Method | Li G., Zhou M., Wang H., Zhang T., Wang J., Jin R. | Journal Article | 10.1109/TPWRS.2022.3197556 | li-g zhou-m wang-h zhang-t wang-j jin-r | journal-article | |
| LoMEF: A framework to produce local explanations for global model time series forecasts | Bergmeir C., Rajapaksha D., Hyndman R.J. | Journal Article | 10.1016/j.ijforecast.2022.06.006 | bergmeir-c rajapaksha-d hyndman-r-j | 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 | Munoz M.A., Smith-Miles K. | Journal Article | 10.1080/17513472.2022.2139663 | munoz-m-a smith-miles-k | journal-article | |
| Network augmentation for disaster-resilience against geographically correlated failure | Thomas D., Andres-Thio N., Brazil M., Ras C. | Journal Article | 10.1002/net.22138 | thomas-d andres-thio-n brazil-m ras-c | journal-article | |
| Insurance Contract for High Renewable Energy Integration | Lin X., Zhao D., Wang H., Huang J. | Conference Paper | 10.1109/SmartGridComm52983.2022.9960994 | lin-x zhao-d wang-h huang-j | conference-paper | |
| A survey on Benders Decomposition methods applied to Assembly Line Balancing Problems | Michels A.S., Sikora C.G.S. | Conference Paper | 10.1016/j.ifacol.2022.09.437 | michels-a-s sikora-c-g-s | conference-paper | |
| Forecast combinations: An over 50-year review | Wang X., Li F., Kang Y., Hyndman R.J. | Review | 10.1016/j.ijforecast.2022.11.005 | wang-x li-f kang-y hyndman-r-j | review | |
| Instance Space Analysis of Search-Based Software Testing | Neelofar N., Aleti A., Munoz M.A., Smith-Miles K. | Journal Article | 10.1109/TSE.2022.3228334 | neelofar-n aleti-a munoz-m-a smith-miles-k | journal-article | |
| Cluster-based Diversity Over-sampling: A Density and Diversity Oriented Synthetic Over-sampling for Imbalanced Data | Khorshidi H.A., Aickelin U., Yang Y. | Conference Paper | khorshidi-h-a aickelin-u yang-y | conference-paper | ||
| Algorithm selection and instance space analysis for curriculum-based course timetabling | De Coster A., Smith-Miles K., Musliu N., Schaerf A., Schoisswohl J. | Journal Article | 10.1007/s10951-021-00701-x | de-coster-a smith-miles-k musliu-n schaerf-a schoisswohl-j | journal-article | |
| Model selection in reconciling hierarchical time series | Spiliotis E., Bergmeir C., Hyndman R.J., Abolghasemi M. | Journal Article | 10.1007/s10994-021-06126-z | spiliotis-e bergmeir-c hyndman-r-j abolghasemi-m | journal-article | |
| In search of peak human athletic potential: A mathematical investigation | Bondell H., Menzies M., James N. | Journal Article | 10.1063/5.0073141 | bondell-h menzies-m james-n | journal-article | |
| Coordinated Control Can Deliver Synergies Across Multiple Rainwater Storages | Xu W.D., Smith-Miles K., Burns M.J., Cherqui F., Fletcher T.D. | Journal Article | 10.1029/2021WR030266 | xu-w-d smith-miles-k burns-m-j cherqui-f fletcher-t-d | journal-article | |
| Seasonal functional autoregressive models | Zamani A., Haghbin H., Hashemi M., Hyndman R.J. | Journal Article | 10.1111/jtsa.12608 | zamani-a haghbin-h hashemi-m hyndman-r-j | journal-article | |
| Time-of-Use Pricing for Energy Storage Investment | Zhao D., Wang H., Huang J., Lin X. | Journal Article | 10.1109/TSG.2021.3136650 | zhao-d wang-h huang-j lin-x | 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 | Bryant A.L., Munoz M.A., Mokhtarzadeh H., Perraton L.G., Sritharan P., Pivonka P. | Journal Article | 10.1007/s10439-022-02921-4 | bryant-a-l munoz-m-a mokhtarzadeh-h perraton-l-g sritharan-p pivonka-p | journal-article | |
| Revisiting Facial Age Estimation With New Insights From Instance Space Analysis | Smith-Miles K., Geng X. | Journal Article | 10.1109/TPAMI.2020.3038760 | smith-miles-k geng-x | journal-article | |
| Analyzing randomness effects on the reliability of exploratory landscape analysis | Munoz M.A., Smith-Miles K., Kirley M. | Journal Article | 10.1007/s11047-021-09847-1 | munoz-m-a smith-miles-k kirley-m | journal-article | |
| Multi-objective Semi-supervised clustering for finding predictive clusters | Khorshidi H.A., Ghasemi Z., Aickelin U. | Journal Article | 10.1016/j.eswa.2022.116551 | khorshidi-h-a ghasemi-z aickelin-u | 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 | Brazil M., Volz M., Ras C., Thomas D. | Journal Article | 10.1002/net.22080 | brazil-m volz-m ras-c thomas-d | journal-article | |
| Can machine learning improve small area population forecasts? A forecast combination approach | Grossman I., Bandara K., Wilson T., Kirley M. | Journal Article | 10.1016/j.compenvurbsys.2022.101806 | grossman-i bandara-k wilson-t kirley-m | journal-article | |
| Explaining Propagation for Gini and Spread with Variable Mean | Ek A., Schutt A., Stuckey P.J., Tack G. | Conference Paper | 10.4230/LIPIcs.CP.2022.21 | ek-a schutt-a stuckey-p-j tack-g | conference-paper | |
| Reproducibility and baseline reporting for dynamic multi-objective benchmark problems | Yao X., Herring D., Kirley M. | Conference Paper | 10.1145/3512290.3528791 | yao-x herring-d kirley-m | conference-paper | |
| Benchmarking algorithm portfolio construction methods | Kandanaarachchi S., Soleimani H., Munoz M.A. | Conference Paper | 10.1145/3520304.3528880 | kandanaarachchi-s soleimani-h munoz-m-a | 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 | Kandanaarachchi S., Ochiai H., Rao A. | Journal Article | 10.1016/j.eswa.2022.117073 | kandanaarachchi-s ochiai-h rao-a | journal-article | |
| Temporal and spectral governing dynamics of Australian hydrological streamflow time series | Bondell H., James N. | Journal Article | 10.1016/j.jocs.2022.101767 | bondell-h james-n | journal-article | |
| An integrated multi-objective model for disaster waste clean-up systems optimization | Costa A.M., Lu J.W., Zhu R., Xiao Z., Thompson R.G., Cheng C. | Journal Article | 10.1016/j.tre.2022.102867 | costa-a-m lu-j-w zhu-r xiao-z thompson-r-g cheng-c | journal-article | |
| Mixed-integer linear programming models for the type-II resource-constrained assembly line balancing problem | Michels A.S., Costa A.M. | Journal Article | 10.1108/AA-10-2021-0140 | michels-a-s costa-a-m | journal-article | |
| Shape and size optimization of truss structures by Chaos game optimization considering frequency constraints | Shishehgarkhaneh M.B., Azizi M., Aickelin U., Khorshidi H.A. | Journal Article | 10.1016/j.jare.2022.01.002 | shishehgarkhaneh-m-b azizi-m aickelin-u khorshidi-h-a | journal-article | |
| Uncertainty representation in investment planning of low-carbon power systems | Moya B., Moreno R., Mancarella P., Puschel-Lovengreen S., Costa A.M. | Journal Article | 10.1016/j.epsr.2022.108470 | moya-b moreno-r mancarella-p puschel-lovengreen-s costa-a-m | journal-article | |
| Nonparametric conditional density estimation in a deep learning framework for short-term forecasting | Reich B.J., Bondell H.D., Huberman D.B. | Journal Article | 10.1007/s10651-021-00499-z | reich-b-j bondell-h-d huberman-d-b | journal-article | |
| Informing Multiobjective Optimization Benchmark Construction Through Instance Space Analysis | Smith-Miles K., Yap E., Munoz M.A. | Journal Article | 10.1109/TEVC.2022.3205165 | smith-miles-k yap-e munoz-m-a | journal-article | |
| A machine learning enabled hybrid optimization framework for efficient coarse-graining of a model polymer | Smith-Miles K., Hajizadeh E., Shireen Z., Weeratunge H., Menzel A., Phillips A.W., Larson R.G. | Journal Article | 10.1038/s41524-022-00914-4 | smith-miles-k hajizadeh-e shireen-z weeratunge-h menzel-a phillips-a-w larson-r-g | 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 | Liu J., Marriott K., Dwyer T., Tack G. | Journal Article | 10.1145/3503461 | liu-j marriott-k dwyer-t tack-g | journal-article | |
| A model for open-pit pushback design with operational constraints | Yarmuch J.L., Thomas D.A., Brazil M., Rubinstein H. | Journal Article | 10.1007/s11081-021-09699-9 | yarmuch-j-l thomas-d-a brazil-m rubinstein-h | journal-article |
