{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T11:21:00Z","timestamp":1778757660240,"version":"3.51.4"},"reference-count":54,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2019,5,2]],"date-time":"2019-05-02T00:00:00Z","timestamp":1556755200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Comput Optim Appl"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s10589-019-00104-x","type":"journal-article","created":{"date-parts":[[2019,5,2]],"date-time":"2019-05-02T19:02:35Z","timestamp":1556823755000},"page":"1-42","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["On level regularization with normal solutions in decomposition methods for multistage stochastic programming problems"],"prefix":"10.1007","volume":"74","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9943-3572","authenticated-orcid":false,"given":"Wim","family":"van Ackooij","sequence":"first","affiliation":[]},{"given":"Welington","family":"de Oliveira","sequence":"additional","affiliation":[]},{"given":"Yongjia","family":"Song","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,5,2]]},"reference":[{"issue":"1","key":"104_CR1","doi-asserted-by":"publisher","first-page":"575","DOI":"10.1137\/16M1072231","volume":"28","author":"T Asamov","year":"2018","unstructured":"Asamov, T., Powell, W.B.: Regularized decomposition of high-dimensional multistage stochastic programs with markov uncertainty. SIAM J. Optim. 28(1), 575\u2013595 (2018)","journal-title":"SIAM J. Optim."},{"key":"104_CR2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-0348-6328-5","volume-title":"Non-linear Parametric Optimization","author":"B Bank","year":"1982","unstructured":"Bank, B., Guddat, J., Klatte, D., Kummer, B., Tammer, K.: Non-linear Parametric Optimization. Birkh\u00e4user, Basel (1982)"},{"issue":"3","key":"104_CR3","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1007\/s10107-004-0553-4","volume":"102","author":"A Ben-Tal","year":"2005","unstructured":"Ben-Tal, A., Nemirovski, A.: Non-euclidean restricted memory level method for large-scale convex optimization. Math. Program. 102(3), 407\u2013456 (2005)","journal-title":"Math. Program."},{"issue":"5","key":"104_CR4","doi-asserted-by":"publisher","first-page":"989","DOI":"10.1287\/opre.33.5.989","volume":"33","author":"JR Birge","year":"1985","unstructured":"Birge, J.R.: Decomposition and partitioning methods for multistage stochastic linear programs. Oper. Res. 33(5), 989\u20131007 (1985)","journal-title":"Oper. Res."},{"issue":"3","key":"104_CR5","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1023\/A:1022641805263","volume":"102","author":"ZL Chen","year":"1999","unstructured":"Chen, Z.L., Powell, W.B.: Convergent cutting-plane and partial-sampling algorithm for multistage stochastic linear programs with recourse. J. Optim. Theory Appl. 102(3), 497\u2013524 (1999)","journal-title":"J. Optim. Theory Appl."},{"issue":"4","key":"104_CR6","doi-asserted-by":"publisher","first-page":"757","DOI":"10.1137\/0904053","volume":"4","author":"DI Clark","year":"1983","unstructured":"Clark, D.I., Osborne, M.R.: A descent algorithm for minimizing polyhedral convex functions. SIAM J. Sci. Stat. Comput. 4(4), 757\u2013786 (1983)","journal-title":"SIAM J. Sci. Stat. Comput."},{"key":"104_CR7","doi-asserted-by":"publisher","first-page":"713","DOI":"10.1007\/s10479-016-2107-6","volume":"253","author":"VL de Matos","year":"2016","unstructured":"de Matos, V.L., Morton, D.P., Finardi, E.C.: Assessing policy quality in a multistage stochastic program for long-term hydrothermal scheduling. Ann. Oper. Res. 253, 713\u2013731 (2016)","journal-title":"Ann. Oper. Res."},{"issue":"6","key":"104_CR8","doi-asserted-by":"publisher","first-page":"659","DOI":"10.1016\/j.orl.2017.10.010","volume":"45","author":"W de Oliveira","year":"2017","unstructured":"de Oliveira, W.: Target radius methods for nonsmooth convex optimization. Oper. Res. Lett. 45(6), 659\u2013664 (2017)","journal-title":"Oper. Res. Lett."},{"issue":"6","key":"104_CR9","doi-asserted-by":"publisher","first-page":"1180","DOI":"10.1080\/10556788.2013.871282","volume":"29","author":"W de Oliveira","year":"2014","unstructured":"de Oliveira, W., Sagastiz\u00e1bal, C.: Level bundle methods for oracles with on demand accuracy. Optim. Methods Softw. 29(6), 1180\u20131209 (2014)","journal-title":"Optim. Methods Softw."},{"issue":"6","key":"104_CR10","doi-asserted-by":"publisher","first-page":"917","DOI":"10.1080\/10556780903420135","volume":"25","author":"W de Oliveira","year":"2010","unstructured":"de Oliveira, W., Sagastiz\u00e1bal, C., Jardim Penna, D.D., Maceira, M.E.P., Dam\u00e1zio, J\u00a0.M.: Optimal scenario tree reduction for stochastic streamflows in power generation planning problems. Optim. Methods Softw. 25(6), 917\u2013936 (2010)","journal-title":"Optim. Methods Softw."},{"issue":"2","key":"104_CR11","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1137\/100808289","volume":"21","author":"W de Oliveira","year":"2011","unstructured":"de Oliveira, W., Sagastiz\u00e1bal, C.A., Scheimberg, S.: Inexact bundle methods for two-stage stochastic programming. SIAM J. Optim. 21(2), 517\u2013544 (2011)","journal-title":"SIAM J. Optim."},{"issue":"1","key":"104_CR12","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1007\/s10107-015-0873-6","volume":"156","author":"W de Oliveira","year":"2016","unstructured":"de Oliveira, W., Solodov, M.: A doubly stabilized bundle method for nonsmooth convex optimization. Math. Program. 156(1), 125\u2013159 (2016)","journal-title":"Math. Program."},{"key":"104_CR13","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1007\/s10107-014-0809-6","volume":"148","author":"W de Oliveira","year":"2014","unstructured":"de Oliveira, W., Sagastiz\u00e1bal, C., Lemar\u00e9chal, C.: Convex proximal bundle methods in depth: a unified analysis for inexact oracles. Math. Prog. Ser. B 148, 241\u2013277 (2014)","journal-title":"Math. Prog. Ser. B"},{"issue":"3","key":"104_CR14","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1016\/j.orl.2013.03.003","volume":"41","author":"Anderson\u00a0Rodrigo de Queiroz","year":"2013","unstructured":"de Queiroz, Anderson\u00a0Rodrigo, Morton, David\u00a0P: Sharing cuts under aggregated forecasts when decomposing multi-stage stochastic programs. Oper. Res. Lett. 41(3), 311\u2013316 (2013)","journal-title":"Oper. Res. Lett."},{"issue":"1","key":"104_CR15","first-page":"20","volume":"1","author":"C Donohue","year":"2006","unstructured":"Donohue, C., Birge, J.R.: The abridged nested decomposition method for multistage stochastic linear programs with relatively complete recourse. Algorithmic Oper. Res. 1(1), 20\u201330 (2006)","journal-title":"Algorithmic Oper. Res."},{"issue":"1","key":"104_CR16","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1007\/s10479-008-0358-6","volume":"165","author":"J Dupa\u010dov\u00e1","year":"2009","unstructured":"Dupa\u010dov\u00e1, J., Pol\u00edvka, J.: Asset-liability management for Czech pension funds using stochastic programming. Ann. Oper. Res. 165(1), 5\u201328 (2009)","journal-title":"Ann. Oper. Res."},{"key":"104_CR17","volume-title":"Portfolio Optimization and Risk Management via Stochastic Programming","author":"J Dupa\u010dov\u00e1","year":"2009","unstructured":"Dupa\u010dov\u00e1, J.: Portfolio Optimization and Risk Management via Stochastic Programming. Osaka University Press, Osaka (2009)"},{"key":"104_CR18","unstructured":"F\u00e1bi\u00e1n, C.I.: Bundle-type methods for inexact data. In: Proceedings of the XXIV Hungarian Operations Researc Conference (Veszpr\u00e9m, 1999). Special issue, T. Csendes and T. Rapcs\u00e1k (eds.), vol. 8, pp. 35\u201355, (2000)"},{"issue":"1","key":"104_CR19","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1007\/BF01442401","volume":"23","author":"MC Ferris","year":"1991","unstructured":"Ferris, M.C., Mangasarian, O.L.: Finite perturbation of convex programs. Appl. Math. Optim. 23(1), 263\u2013273 (1991)","journal-title":"Appl. Math. Optim."},{"key":"104_CR20","doi-asserted-by":"crossref","unstructured":"Fhoula, B., Hajji, A., Rekik, M.: Stochastic dual dynamic programming for transportation planning under demand uncertainty. In: 2013 International Conference on Advanced Logistics and Transport, pp. 550\u2013555, May (2013)","DOI":"10.1109\/ICAdLT.2013.6568518"},{"issue":"1","key":"104_CR21","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1287\/moor.2014.0664","volume":"40","author":"P Girardeau","year":"2014","unstructured":"Girardeau, P., Leclere, V., Philpott, A.B.: On the convergence of decomposition methods for multistage stochastic convex programs. Math. Oper. Res. 40(1), 130\u2013145 (2014)","journal-title":"Math. Oper. Res."},{"issue":"8","key":"104_CR22","doi-asserted-by":"publisher","first-page":"1409","DOI":"10.1016\/j.compchemeng.2003.10.005","volume":"28","author":"V Goel","year":"2004","unstructured":"Goel, V., Grossmann, I.E.: A stochastic programming approach to planning of offshore gas field developments under uncertainty in reserves. Comput. Chem. Eng. 28(8), 1409\u20131429 (2004)","journal-title":"Comput. Chem. Eng."},{"issue":"3","key":"104_CR23","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1080\/07408170500434539","volume":"38","author":"YT Herer","year":"2006","unstructured":"Herer, Y.T., Tzur, M., Y\u00fccesan, E.: The multilocation transshipment problem. IIE Trans. 38(3), 185\u2013200 (2006)","journal-title":"IIE Trans."},{"issue":"3","key":"104_CR24","doi-asserted-by":"publisher","first-page":"650","DOI":"10.1287\/moor.16.3.650","volume":"16","author":"JL Higle","year":"1991","unstructured":"Higle, J.L., Sen, S.: Stochastic decomposition: an algorithm for two-stage linear programs with recourse. Math. Oper. Res. 16(3), 650\u2013669 (1991)","journal-title":"Math. Oper. Res."},{"key":"104_CR25","unstructured":"Hindsberger, M., Philpott, A.B.: Resa: A method for solving multi-stage stochastic linear programs. In: SPIX Stochastic Programming Symposium, Berlin (2001)"},{"key":"104_CR26","unstructured":"Holmes, D.: A (po)rtable (s)tochastic programming (t)est (s)et (posts). \n                    http:\/\/users.iems.northwestern.edu\/~jrbirge\/html\/dholmes\/post.html\n                    \n                   (1995)"},{"issue":"1","key":"104_CR27","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s12667-011-0024-y","volume":"2","author":"T Homem de Mello","year":"2011","unstructured":"Homem de Mello, T., de Matos, V.L., Finardi, E.C.: Sampling strategies and stopping criteria for stochastic dual dynamic programming: a case study in long-term hydrothermal scheduling. Energy Syst. 2(1), 1\u201331 (2011)","journal-title":"Energy Syst."},{"key":"104_CR28","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1016\/j.ejor.2015.05.048","volume":"249","author":"T Homem de Mello","year":"2016","unstructured":"Homem de Mello, T., Pagnoncelli, B.: Risk aversion in multistage stochastic programming: a modeling and algorithmic perspective. Eur. J. Oper. Res. 249, 188\u2013199 (2016)","journal-title":"Eur. J. Oper. Res."},{"issue":"4","key":"104_CR29","doi-asserted-by":"publisher","first-page":"703","DOI":"10.1137\/0108053","volume":"8","author":"JE Kelley","year":"1960","unstructured":"Kelley, J.E.: The cutting-plane method for solving convex programs. J. Soc. Ind. Appl. Math. 8(4), 703\u2013712 (1960)","journal-title":"J. Soc. Ind. Appl. Math."},{"issue":"3","key":"104_CR30","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1007\/BF01187901","volume":"32","author":"KC Kiwiel","year":"1995","unstructured":"Kiwiel, K.C.: Finding normal solutions in piecewise linear programming. Appl. Math. Optim. 32(3), 235\u2013254 (1995)","journal-title":"Appl. Math. Optim."},{"issue":"1","key":"104_CR31","first-page":"89","volume":"69","author":"KC Kiwiel","year":"1995","unstructured":"Kiwiel, K.C.: Proximal level bundle methods for convex nondifferentiable optimization, saddle-point problems and variational inequalities. Math. Program. 69(1), 89\u2013109 (1995)","journal-title":"Math. Program."},{"key":"104_CR32","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1007\/BFb0120700","volume":"3","author":"C Lemar\u00e9chal","year":"1975","unstructured":"Lemar\u00e9chal, C.: An extension of davidon methods to nondifferentiable problems. Math. Program. Study 3, 95\u2013109 (1975)","journal-title":"Math. Program. Study"},{"key":"104_CR33","doi-asserted-by":"crossref","unstructured":"Lemar\u00e9chal, C.: Constructing bundle methods for convex optimization. In: Hiriart-Urruty, J. B. (ed.) Fermat Days 85: Mathematics for Optimization. North-Holland Mathematics Studies, vol. 129, pp. 201\u2013240. North-Holland (1986)","DOI":"10.1016\/S0304-0208(08)72400-9"},{"issue":"1","key":"104_CR34","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1007\/BF01585555","volume":"69","author":"C Lemar\u00e9chal","year":"1995","unstructured":"Lemar\u00e9chal, C., Nemirovskii, A., Nesterov, Y.: New variants of bundle methods. Math. Program. 69(1), 111\u2013147 (1995)","journal-title":"Math. Program."},{"issue":"2","key":"104_CR35","doi-asserted-by":"publisher","first-page":"349","DOI":"10.1007\/s10957-004-1842-z","volume":"125","author":"K Linowsky","year":"2005","unstructured":"Linowsky, K., Philpott, A.B.: On the convergence of sampling-based decomposition algorithms for multistage stochastic programs. J. Optim. Theory Appl. 125(2), 349\u2013366 (2005)","journal-title":"J. Optim. Theory Appl."},{"key":"104_CR36","unstructured":"Maceira, M.E.P., Terry, L.A., Costa, F.S., Dam\u00e1zio, J.M., Melo, A.C.G.: Chain of optimization models for setting the energy dispatch and spot price in the Brazilian system. In: Proceedings of the 14th Power Systems Computation Conference\u2014PSCC, pp. 1\u20137. Servilla, Spain (2002)"},{"issue":"5","key":"104_CR37","doi-asserted-by":"publisher","first-page":"710","DOI":"10.1287\/opre.46.5.710","volume":"46","author":"DP Morton","year":"1998","unstructured":"Morton, D.P.: Stopping rules for a class of sampling-based stochastic programming algorithms. Oper. Res. 46(5), 710\u2013718 (1998)","journal-title":"Oper. Res."},{"key":"104_CR38","series-title":"A Basic Course. Applied Optimization","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-8853-9","volume-title":"Introductory Lectures on Convex Optimization","author":"Y Nesterov","year":"2004","unstructured":"Nesterov, Y.: Introductory Lectures on Convex Optimization. A Basic Course. Applied Optimization, vol. 87. Springer, Berlin (2004)"},{"issue":"1","key":"104_CR39","doi-asserted-by":"publisher","first-page":"180","DOI":"10.1109\/TPWRS.2004.840397","volume":"11","author":"MV Pereira","year":"2005","unstructured":"Pereira, M.V., Granville, S., Fampa, M.H.C., Dix, R., Barroso, L.A.: Strategic bidding under uncertainty: a binary expansion approach. IEEE Trans. Power Syst. 11(1), 180\u2013188 (2005)","journal-title":"IEEE Trans. Power Syst."},{"issue":"2","key":"104_CR40","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1007\/BF01582895","volume":"52","author":"MVF Pereira","year":"1991","unstructured":"Pereira, M.V.F., Pinto, L.M.V.G.: Multi-stage stochastic optimization applied to energy planning. Math. Program. 52(2), 359\u2013375 (1991)","journal-title":"Math. Program."},{"key":"104_CR41","unstructured":"Ch Pflug, G., R\u00f6misch, W.: Modeling. Measuring and Managing Risk. World Scientific, Singapore (2007). \n                    https:\/\/www.worldscientific.com\/worldscibooks\/10.1142\/6478"},{"issue":"2","key":"104_CR42","doi-asserted-by":"publisher","first-page":"470","DOI":"10.1016\/j.ejor.2011.10.056","volume":"218","author":"AB Philpott","year":"2012","unstructured":"Philpott, A.B., de Matos, V.L.: Dynamic sampling algorithms for multi-stage stochastic programs with risk aversion. Eur. J. Oper. Res. 218(2), 470\u2013483 (2012)","journal-title":"Eur. J. Oper. Res."},{"issue":"4","key":"104_CR43","doi-asserted-by":"publisher","first-page":"450","DOI":"10.1016\/j.orl.2008.01.013","volume":"36","author":"AB Philpott","year":"2008","unstructured":"Philpott, A.B., Guan, Z.: On the convergence of stochastic dual dynamic programming and related methods. Oper. Res. Lett. 36(4), 450\u2013455 (2008)","journal-title":"Oper. Res. Lett."},{"issue":"1","key":"104_CR44","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1007\/s10107-015-0884-3","volume":"156","author":"S Rebennack","year":"2016","unstructured":"Rebennack, S.: Combining sampling-based and scenario-based nested benders decomposition methods: application to stochastic dual dynamic programming. Math. Program. 156(1), 343\u2013389 (2016)","journal-title":"Math. Program."},{"key":"104_CR45","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1007\/978-3-642-88272-2_6","volume-title":"Stochastic Programming: Numerical Techniques and Engineering Applications","author":"A Ruszczy\u0144ski","year":"1995","unstructured":"Ruszczy\u0144ski, A.: On the regularized decomposition method for stochastic programming problems. In: Marti, K., Kall, P. (eds.) Stochastic Programming: Numerical Techniques and Engineering Applications, pp. 93\u2013108. Springer, Berlin (1995)"},{"issue":"1","key":"104_CR46","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1137\/120864854","volume":"24","author":"S Sen","year":"2014","unstructured":"Sen, S., Zhou, Z.: Multistage stochastic decomposition: a bridge between stochastic programming and approximate dynamic programming. SIAM J. Optim. 24(1), 127\u2013153 (2014)","journal-title":"SIAM J. Optim."},{"key":"104_CR47","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1016\/j.ejor.2010.08.007","volume":"209","author":"A Shapiro","year":"2011","unstructured":"Shapiro, A.: Analysis of stochastic dual dynamic programming method. Eur. J. Oper. Res. 209, 63\u201372 (2011)","journal-title":"Eur. J. Oper. Res."},{"key":"104_CR48","doi-asserted-by":"crossref","unstructured":"Shapiro, A., Dentcheva, D., Ruszczy\u0144ski, A.: Lectures on stochastic programming. Modeling and Theory. MPS-SIAM Series on Optimization. SIAM and MPS, vol. 9. Philadelphia, (2009)","DOI":"10.1137\/1.9780898718751"},{"issue":"2","key":"104_CR49","doi-asserted-by":"publisher","first-page":"375","DOI":"10.1016\/j.ejor.2012.08.022","volume":"224","author":"A Shapiro","year":"2013","unstructured":"Shapiro, A., Tekaya, W., da Costa, J.P., Soares, M.P.: Risk neutral and risk averse stochastic dual dynamic programming method. Eur. J. Oper. Res. 224(2), 375\u2013391 (2013)","journal-title":"Eur. J. Oper. Res."},{"issue":"1","key":"104_CR50","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1287\/ijoc.2017.0765","volume":"30","author":"W van Ackooij","year":"2018","unstructured":"van Ackooij, W., de Oliveira, W., Song, Y.: An adaptive partition-based level decomposition for solving two-stage stochastic programs with fixed recourse. Inf. J. Comput. 30(1), 57\u201370 (2018)","journal-title":"Inf. J. Comput."},{"issue":"3","key":"104_CR51","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1007\/s10589-016-9851-z","volume":"65","author":"W van Ackooij","year":"2016","unstructured":"van Ackooij, W., Frangioni, A., de Oliveira, W.: Inexact stabilized Benders\u2019 decomposition approaches: with application to chance-constrained problems with finite support. Comput. Optim. Appl. 65(3), 637\u2013669 (2016)","journal-title":"Comput. Optim. Appl."},{"issue":"3","key":"104_CR52","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1007\/s10287-017-0281-x","volume":"14","author":"W van Ackooij","year":"2017","unstructured":"van Ackooij, W., Lebbe, N., Malick, J.: Regularized decomposition of large-scale block-structured robust optimization problems. Comput. Manag. Sci. 14(3), 393\u2013421 (2017)","journal-title":"Comput. Manag. Sci."},{"issue":"2","key":"104_CR53","doi-asserted-by":"publisher","first-page":"437","DOI":"10.1016\/j.ejor.2014.05.010","volume":"239","author":"C Wolf","year":"2014","unstructured":"Wolf, C., F\u00e1bi\u00e1n, C\u00a0.I., Koberstein, A., Stuhl, L.: Applying oracles of on-demand accuracy in two-stage stochastic programming. A computational study. J. Oper. Res. 239(2), 437\u2013448 (2014)","journal-title":"J. Oper. Res."},{"issue":"1","key":"104_CR54","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/j.ejor.2013.04.017","volume":"230","author":"C Wolf","year":"2013","unstructured":"Wolf, C., Koberstein, A.: Dynamic sequencing and cut consolidation for the parallel hybrid-cut nested L-shaped method. Eur. J. Oper. Res. 230(1), 143\u2013156 (2013)","journal-title":"Eur. J. Oper. Res."}],"container-title":["Computational Optimization and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10589-019-00104-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10589-019-00104-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10589-019-00104-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,30]],"date-time":"2020-04-30T23:32:13Z","timestamp":1588289533000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10589-019-00104-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5,2]]},"references-count":54,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["104"],"URL":"https:\/\/doi.org\/10.1007\/s10589-019-00104-x","relation":{},"ISSN":["0926-6003","1573-2894"],"issn-type":[{"value":"0926-6003","type":"print"},{"value":"1573-2894","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,5,2]]},"assertion":[{"value":"6 December 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 May 2019","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}