{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T20:04:55Z","timestamp":1782417895933,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,7,13]],"date-time":"2019-07-13T00:00:00Z","timestamp":1562976000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Slovenian Research Agency","award":["Z2-8177"],"award-info":[{"award-number":["Z2-8177"]}]},{"name":"AWS Cloud Credits for Research"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,7,13]]},"DOI":"10.1145\/3319619.3326868","type":"proceedings-article","created":{"date-parts":[[2019,7,10]],"date-time":"2019-07-10T12:10:59Z","timestamp":1562760659000},"page":"1864-1872","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":23,"title":["An analysis of dimensionality reduction techniques for visualizing evolution"],"prefix":"10.1145","author":[{"given":"Andrea","family":"De Lorenzo","sequence":"first","affiliation":[{"name":"Universit\u00e0 di Trieste, Trieste, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eric","family":"Medvet","sequence":"additional","affiliation":[{"name":"Universit\u00e0 di Trieste, Trieste, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tea","family":"Tu\u0161ar","sequence":"additional","affiliation":[{"name":"Jo\u017eef Stefan Institute, Ljubljana, Slovenia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alberto","family":"Bartoli","sequence":"additional","affiliation":[{"name":"Universit\u00e0 di Trieste, Trieste, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2019,7,13]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1068009.1068250"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2464576.2482714"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2464576.2482717"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1045-926X(02)00060-5"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2480741.2480752"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2739482.2768443"},{"key":"e_1_3_2_1_7_1","volume-title":"Proceedings of 41th Spring International Conference, MOSIS'07. Ostrava: MARQ, 77--84","author":"Drchal J.","year":"2007","unstructured":"J. Drchal and M. \u0160norek . 2007 . Diversity visualization in evolutionary algorithms . In Proceedings of 41th Spring International Conference, MOSIS'07. Ostrava: MARQ, 77--84 . J. Drchal and M. \u0160norek. 2007. Diversity visualization in evolutionary algorithms. In Proceedings of 41th Spring International Conference, MOSIS'07. Ostrava: MARQ, 77--84."},{"key":"e_1_3_2_1_8_1","volume-title":"Proceedings of the Fifth Annual Conference on Evolutionary Programming. MIT Press, 377--383","author":"Dybowski Richard","unstructured":"Richard Dybowski , Trevor D. Collins , and P. R. Weller . 1996. Visualization of Binary String Convergence by Sammon Mapping . In Proceedings of the Fifth Annual Conference on Evolutionary Programming. MIT Press, 377--383 . Richard Dybowski, Trevor D. Collins, and P. R. Weller. 1996. Visualization of Binary String Convergence by Sammon Mapping. In Proceedings of the Fifth Annual Conference on Evolutionary Programming. MIT Press, 377--383."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.942528"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1037\/h0071325"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2015.7256890"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/VLHCC.2005.33"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1569901.1569908"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1569901.1569909"},{"key":"e_1_3_2_1_15_1","volume-title":"Proceedings of the 5th International Conference on Bioinspired Optimization Methods and their Applications, BIOMA","author":"Liu Shih-Hsi","year":"2012","unstructured":"Shih-Hsi Liu , Matej \u010crepin\u0161ek , and Marjan Mernik . 2012 . Analysis of VEGA and SPEA2 using exploration and exploitation measures . In Proceedings of the 5th International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2012. Jo\u017eef Stefan Institute, 97--108. Shih-Hsi Liu, Matej \u010crepin\u0161ek, and Marjan Mernik. 2012. Analysis of VEGA and SPEA2 using exploration and exploitation measures. In Proceedings of the 5th International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2012. Jo\u017eef Stefan Institute, 97--108."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35533-2_6"},{"key":"e_1_3_2_1_17_1","first-page":"2579","article-title":"Visualizing data using t-SNE","author":"van der Maaten Laurens","year":"2008","unstructured":"Laurens van der Maaten and Geoffrey Hinton . 2008 . Visualizing data using t-SNE . Journal of machine learning research 9 , Nov (2008), 2579 -- 2605 . Laurens van der Maaten and Geoffrey Hinton. 2008. Visualizing data using t-SNE. Journal of machine learning research 9, Nov (2008), 2579--2605.","journal-title":"Journal of machine learning research 9"},{"key":"e_1_3_2_1_18_1","volume-title":"Umap: Uniform manifold approximation and projection for dimension reduction. arXiv preprint arXiv:1802.03426","author":"McInnes Leland","year":"2018","unstructured":"Leland McInnes , John Healy , and James Melville . 2018 . Umap: Uniform manifold approximation and projection for dimension reduction. arXiv preprint arXiv:1802.03426 (2018). Leland McInnes, John Healy, and James Melville. 2018. Umap: Uniform manifold approximation and projection for dimension reduction. arXiv preprint arXiv:1802.03426 (2018)."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2908961.2931741"},{"key":"e_1_3_2_1_20_1","volume-title":"Observing the Population Dynamics in GE by means of the Intrinsic Dimension. arXiv:preprint arXiv:1812.02504","author":"Medvet Eric","year":"2018","unstructured":"Eric Medvet , Alberto Bartoli , Alessio Ansuini , and Fabiano Tarlao . 2018. Observing the Population Dynamics in GE by means of the Intrinsic Dimension. arXiv:preprint arXiv:1812.02504 ( 2018 ). Eric Medvet, Alberto Bartoli, Alessio Ansuini, and Fabiano Tarlao. 2018. Observing the Population Dynamics in GE by means of the Intrinsic Dimension. arXiv:preprint arXiv:1812.02504 (2018)."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10710-018-9332-5"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2018.2846636"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1993.1.1.25"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1162\/106454606776073305"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1162\/106454606776073350"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/T-C.1969.222678"},{"key":"e_1_3_2_1_27_1","volume-title":"International Conference on Evolutionary Computation. IEEE, 367--372","author":"William","unstructured":"William B. Shine and Christoph F. Eick. 1997. Visualizing the evolution of genetic algorithm search processes . In International Conference on Evolutionary Computation. IEEE, 367--372 . William B. Shine and Christoph F. Eick. 1997. Visualizing the evolution of genetic algorithm search processes. In International Conference on Evolutionary Computation. IEEE, 367--372."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2015.09.056"},{"key":"e_1_3_2_1_29_1","volume-title":"Vin De Silva, and John C Langford","author":"Tenenbaum Joshua B","year":"2000","unstructured":"Joshua B Tenenbaum , Vin De Silva, and John C Langford . 2000 . A global geometric framework for nonlinear dimensionality reduction. science 290, 5500 (2000), 2319--2323. Joshua B Tenenbaum, Vin De Silva, and John C Langford. 2000. A global geometric framework for nonlinear dimensionality reduction. science 290, 5500 (2000), 2319--2323."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02288916"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.5555\/965581.965592"}],"event":{"name":"GECCO '19: Genetic and Evolutionary Computation Conference","location":"Prague Czech Republic","acronym":"GECCO '19","sponsor":["SIGEVO ACM Special Interest Group on Genetic and Evolutionary Computation"]},"container-title":["Proceedings of the Genetic and Evolutionary Computation Conference Companion"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3319619.3326868","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3319619.3326868","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:25:34Z","timestamp":1750206334000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3319619.3326868"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7,13]]},"references-count":31,"alternative-id":["10.1145\/3319619.3326868","10.1145\/3319619"],"URL":"https:\/\/doi.org\/10.1145\/3319619.3326868","relation":{},"subject":[],"published":{"date-parts":[[2019,7,13]]},"assertion":[{"value":"2019-07-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}