{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T21:11:48Z","timestamp":1730322708162,"version":"3.28.0"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,6,15]]},"DOI":"10.1145\/3384441.3395981","type":"proceedings-article","created":{"date-parts":[[2020,6,6]],"date-time":"2020-06-06T21:25:06Z","timestamp":1591478706000},"page":"1-10","update-policy":"http:\/\/dx.doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["A Method for Robustness Optimization Using Generative Adversarial Networks"],"prefix":"10.1145","author":[{"given":"Soeren","family":"Bergmann","sequence":"first","affiliation":[{"name":"Ilmenau University of Technology, Ilmenau, Germany"}]},{"given":"Niclas","family":"Feldkamp","sequence":"additional","affiliation":[{"name":"Ilmenau University of Technology, Ilmenau, Germany"}]},{"given":"Florian","family":"Conrad","sequence":"additional","affiliation":[{"name":"Ilmenau University of Technology, Ilmenau, Germany"}]},{"given":"Steffen","family":"Strassburger","sequence":"additional","affiliation":[{"name":"Ilmenau University of Technology, Ilmenau, Germany"}]}],"member":"320","published-online":{"date-parts":[[2020,6,15]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Chen X. Duan Y. Houthooft R. Schulman J. Sutskever I. and Abbeel P. InfoGAN. Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets. Chen X. Duan Y. Houthooft R. Schulman J. Sutskever I. and Abbeel P. InfoGAN. Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1198\/004017006000000453"},{"key":"e_1_3_2_1_3_1","unstructured":"Cohn G. Oct. 25. AI Art at Christie's Sells for $432 500. The New York Times 2018 (Oct. 25.). Cohn G. Oct. 25. AI Art at Christie's Sells for $432 500. The New York Times 2018 (Oct. 25.)."},{"key":"e_1_3_2_1_4_1","volume-title":"Proceeding of the ICLR","author":"Donahue J.","year":"2017","unstructured":"Donahue , J. , Kr\u00e4henb\u00fchl , P. , and Darrell , T . Adversarial Feature Learning . In Proceeding of the ICLR 2017 . Donahue, J., Kr\u00e4henb\u00fchl, P., and Darrell, T. Adversarial Feature Learning. In Proceeding of the ICLR 2017."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2014.7019954"},{"volume-title":"Proceedings of the 3rd ACM SIGSIM Conference on Principles of Advanced Discrete Simulation. SIGSIM PADS '15","author":"Feldkamp N.","key":"e_1_3_2_1_6_1","unstructured":"Feldkamp , N. , Bergmann , S. , and Strassburger , S . 2015. Knowledge Discovery in Manufacturing Simulations . In Proceedings of the 3rd ACM SIGSIM Conference on Principles of Advanced Discrete Simulation. SIGSIM PADS '15 . ACM, New York, NY, USA, 3--12. DOI=10.1145\/2769458.2769468. Feldkamp, N., Bergmann, S., and Strassburger, S. 2015. Knowledge Discovery in Manufacturing Simulations. In Proceedings of the 3rd ACM SIGSIM Conference on Principles of Advanced Discrete Simulation. SIGSIM PADS '15. ACM, New York, NY, USA, 3--12. DOI=10.1145\/2769458.2769468."},{"volume-title":"Proceedings of the 2015 Winter Simulation Conference. IEEE Inc, Piscataway, N.J., 779--790","author":"Feldkamp N.","key":"e_1_3_2_1_7_1","unstructured":"Feldkamp , N. , Bergmann , S. , and Strassburger , S . 2015. Visual Analytics of Manufacturing Simulation Data . In Proceedings of the 2015 Winter Simulation Conference. IEEE Inc, Piscataway, N.J., 779--790 . Feldkamp, N., Bergmann, S., and Strassburger, S. 2015. Visual Analytics of Manufacturing Simulation Data. In Proceedings of the 2015 Winter Simulation Conference. IEEE Inc, Piscataway, N.J., 779--790."},{"key":"e_1_3_2_1_8_1","volume-title":"Proceedings of the 2016 Winter Simulation Conference. IEEE Inc, Piscataway, N.J., 1607--1618","author":"Feldkamp N.","year":"2016","unstructured":"Feldkamp , N. , Bergmann , S. , Strassburger , S. , and Schulze , T . 2016. Knowledge Discovery in Simulation Data: A Case Study of a Gold Mining Facility . In Proceedings of the 2016 Winter Simulation Conference. IEEE Inc, Piscataway, N.J., 1607--1618 . DOI=10.1109\/WSC. 2016 .7822210. Feldkamp, N., Bergmann, S., Strassburger, S., and Schulze, T. 2016. Knowledge Discovery in Simulation Data: A Case Study of a Gold Mining Facility. In Proceedings of the 2016 Winter Simulation Conference. IEEE Inc, Piscataway, N.J., 1607--1618. DOI=10.1109\/WSC.2016.7822210."},{"volume-title":"Proceedings of the 2017 Winter Simulation Conference. IEEE Inc.","author":"Feldkamp N.","key":"e_1_3_2_1_9_1","unstructured":"Feldkamp , N. , Bergmann , S. , Strassburger , S. , and Schulze , T . 2017. Knowledge Discovery and Robustness Analysis in Manufacturing Simulations . In Proceedings of the 2017 Winter Simulation Conference. IEEE Inc. Feldkamp, N., Bergmann, S., Strassburger, S., and Schulze, T. 2017. Knowledge Discovery and Robustness Analysis in Manufacturing Simulations. In Proceedings of the 2017 Winter Simulation Conference. IEEE Inc."},{"volume-title":"Proceedings of the 2019 Winter Simulation Conference.","author":"Feldkamp N.","key":"e_1_3_2_1_10_1","unstructured":"Feldkamp , N. , Bergmann , S. , Strassburger , S. , Sokoll , K. , and Clausing , M . 2019. Knowledge Discovery in Simulation Data: An Industrial Case Study on Intralogistics in an Automotive Production. zur Ver\u00f6ffentlichung angenommen . In Proceedings of the 2019 Winter Simulation Conference. Feldkamp, N., Bergmann, S., Strassburger, S., Sokoll, K., and Clausing, M. 2019. Knowledge Discovery in Simulation Data: An Industrial Case Study on Intralogistics in an Automotive Production. zur Ver\u00f6ffentlichung angenommen. In Proceedings of the 2019 Winter Simulation Conference."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1080\/00031305.1979.10482690"},{"key":"e_1_3_2_1_12_1","unstructured":"Goodfellow I. Bengio Y. and Courville A. 2016. Deep learning. MIT Press Cambridge Massachusetts London England. Goodfellow I. Bengio Y. and Courville A. 2016. Deep learning. MIT Press Cambridge Massachusetts London England."},{"key":"e_1_3_2_1_13_1","volume-title":"Proceedings of the International Conference on Neural Information Processing Systems","author":"Goodfellow I.","year":"2014","unstructured":"Goodfellow , I. , Pouget-Abadie , J. , Mirza , M. , Xu , B. , Warde-Farley , D. , Ozair , S. , Courville , A. , and Bengio , Y . 2014. Generative Adversarial Nets . In Proceedings of the International Conference on Neural Information Processing Systems 2014 . Goodfellow, I., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., and Bengio, Y. 2014. Generative Adversarial Nets. In Proceedings of the International Conference on Neural Information Processing Systems 2014."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2379810.2379813"},{"key":"e_1_3_2_1_15_1","unstructured":"Horne G. \u00c5kesson B. Meyer T. and Anderson S. 2014. Data farming in support of NATO. Final Report of Task Group MSG-088. STO technical report TR-MSG-088. North Atlantic Treaty Organisation Neuilly-sur-Seine Cedex. Horne G. \u00c5kesson B. Meyer T. and Anderson S. 2014. Data farming in support of NATO. Final Report of Task Group MSG-088. STO technical report TR-MSG-088. North Atlantic Treaty Organisation Neuilly-sur-Seine Cedex."},{"volume-title":"Proceedings of the 2005 Winter Simulation Conference. IEEE Inc, Piscataway, N.J., 1082--1087","author":"Horne G. E.","key":"e_1_3_2_1_16_1","unstructured":"Horne , G. E. and Meyer , T. E . 2005. Data Farming: Discovering Surprise . In Proceedings of the 2005 Winter Simulation Conference. IEEE Inc, Piscataway, N.J., 1082--1087 . Horne, G. E. and Meyer, T. E. 2005. Data Farming: Discovering Surprise. In Proceedings of the 2005 Winter Simulation Conference. IEEE Inc, Piscataway, N.J., 1082--1087."},{"key":"e_1_3_2_1_17_1","unstructured":"Karras T. Laine S. and Aila T. A Style-Based Generator Architecture for Generative Adversarial Networks. Karras T. Laine S. and Aila T. A Style-Based Generator Architecture for Generative Adversarial Networks."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1287\/ijoc.1050.0136"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1968.tb01511.x"},{"key":"e_1_3_2_1_20_1","first-page":"2","article-title":"A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code","volume":"21","author":"McKay M. D.","year":"1979","unstructured":"McKay , M. D. , Beckman , R. J. , and Conover , W. J. 1979 . A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code . Technometrics 21 , 2 , 239. McKay, M. D., Beckman, R. J., and Conover, W. J. 1979. A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code. Technometrics 21, 2, 239.","journal-title":"Technometrics"},{"key":"e_1_3_2_1_21_1","first-page":"2","article-title":"Taguchi's Parameter Design","volume":"34","author":"Nair V. N.","year":"1992","unstructured":"Nair , V. N. , Abraham , B. , MacKay , J. , Nelder , J. A. , Box , G. , Phadke , M. S. , Kacker , R. N. , Sacks , J. , Welch , W. J. , Lorenzen , T. J. , Shoemaker , A. C. , Tsui , K. L. , Lucas , J. M. , Taguchi , S. , Myers , R. H. , Vining , G. G. , and Wu , C. F. J. 1992 . Taguchi's Parameter Design . A Panel Discussion. Technometrics 34 , 2 , 127. Nair, V. N., Abraham, B., MacKay, J., Nelder, J. A., Box, G., Phadke, M. S., Kacker, R. N., Sacks, J., Welch, W. J., Lorenzen, T. J., Shoemaker, A. C., Tsui, K. L., Lucas, J. M., Taguchi, S., Myers, R. H., Vining, G. G., and Wu, C. F. J. 1992. Taguchi's Parameter Design. A Panel Discussion. Technometrics 34, 2, 127.","journal-title":"A Panel Discussion. Technometrics"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.2514\/1.13639"},{"volume-title":"Quality engineering using robust design","author":"Phadke M. S.","key":"e_1_3_2_1_23_1","unstructured":"Phadke , M. S. 1989. Quality engineering using robust design . Prentice Hall , Englewood Cliffs, N.J. Phadke, M. S. 1989. Quality engineering using robust design. Prentice Hall, Englewood Cliffs, N.J."},{"key":"e_1_3_2_1_24_1","volume-title":"Proceeding of the ICLR","author":"Radford A.","year":"2016","unstructured":"Radford , A. , Metz , L. , and Chintala , S . Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks . In Proceeding of the ICLR 2016 . Radford, A., Metz, L., and Chintala, S. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks. In Proceeding of the ICLR 2016."},{"key":"e_1_3_2_1_25_1","unstructured":"Sanchez S. and Sanchez P. J. 2017. Better Big Data via Data Farming Experiments. In Advances in Modeling and Simulation. Seminal Research from 50 Years of Winter Simulation Conferences A. Tolk J. Fowler G. Shao and E. Y\u00fccesan Eds. Springer International Publishing 159--179. Sanchez S. and Sanchez P. J. 2017. Better Big Data via Data Farming Experiments. In Advances in Modeling and Simulation. Seminal Research from 50 Years of Winter Simulation Conferences A. Tolk J. Fowler G. Shao and E. Y\u00fccesan Eds. Springer International Publishing 159--179."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2014.7019942"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/24.387375"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2011.6148054"},{"key":"e_1_3_2_1_29_1","unstructured":"Zakharov E. Shysheya A. Burkov E. and Lempitsky V. Few-Shot Adversarial Learning of Realistic Neural Talking Head Models. Zakharov E. Shysheya A. Burkov E. and Lempitsky V. Few-Shot Adversarial Learning of Realistic Neural Talking Head Models."}],"event":{"name":"SIGSIM-PADS '20: SIGSIM Principles of Advanced Discrete Simulation","sponsor":["SIGSIM ACM Special Interest Group on Simulation and Modeling"],"location":"Miami FL Spain","acronym":"SIGSIM-PADS '20"},"container-title":["Proceedings of the 2020 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3384441.3395981","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,8]],"date-time":"2023-01-08T14:24:12Z","timestamp":1673187852000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3384441.3395981"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6,15]]},"references-count":29,"alternative-id":["10.1145\/3384441.3395981","10.1145\/3384441"],"URL":"https:\/\/doi.org\/10.1145\/3384441.3395981","relation":{},"subject":[],"published":{"date-parts":[[2020,6,15]]},"assertion":[{"value":"2020-06-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}