{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T18:55:13Z","timestamp":1771700113454,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":28,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,7,19]],"date-time":"2018-07-19T00:00:00Z","timestamp":1531958400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Hong Kong ITC","award":["ITS\/391\/15FX"],"award-info":[{"award-number":["ITS\/391\/15FX"]}]},{"name":"Hong Kong RGC","award":["16207617"],"award-info":[{"award-number":["16207617"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,7,19]]},"DOI":"10.1145\/3219819.3220029","type":"proceedings-article","created":{"date-parts":[[2018,7,19]],"date-time":"2018-07-19T13:05:12Z","timestamp":1532005512000},"page":"1301-1309","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Transfer Learning via Feature Isomorphism Discovery"],"prefix":"10.1145","author":[{"given":"Shimin","family":"Di","sequence":"first","affiliation":[{"name":"Hong Kong University of Science and Technology, Hong Kong SAR, China"}]},{"given":"Jingshu","family":"Peng","sequence":"additional","affiliation":[{"name":"Hong Kong University of Science and Technology, Hong Kong SAR, China"}]},{"given":"Yanyan","family":"Shen","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University, Shanghai, China"}]},{"given":"Lei","family":"Chen","sequence":"additional","affiliation":[{"name":"Hong Kong University of Science and Technology, Hong Kong SAR, China"}]}],"member":"320","published-online":{"date-parts":[[2018,7,19]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078186"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.7155\/jgaa.00139"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/800157.805047"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.75"},{"key":"e_1_3_2_1_6_1","unstructured":"Wenyuan Dai Yuqiang Chen Gui-Rong Xue Qiang Yang and Yong Yu . 2009. Translated learning: Transfer learning across different feature spaces Advances in neural information processing systems. 353--360.   Wenyuan Dai Yuqiang Chen Gui-Rong Xue Qiang Yang and Yong Yu . 2009. Translated learning: Transfer learning across different feature spaces Advances in neural information processing systems. 353--360."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1031596100"},{"key":"e_1_3_2_1_8_1","volume-title":"Learning with augmented features for heterogeneous domain adaptation. arXiv preprint arXiv:1206.4660","author":"Duan Lixin","year":"2012"},{"key":"e_1_3_2_1_9_1","first-page":"1027","article-title":"The relation between Pearson's correlation coefficient r and Salton's cosine measure","volume":"60","author":"Egghe Leo","year":"2009","journal-title":"Journal of the Association for Information Science and Technology"},{"key":"e_1_3_2_1_10_1","unstructured":"James D Evans . 1996. Straightforward statistics for the behavioral sciences. Brooks\/Cole.  James D Evans . 1996. Straightforward statistics for the behavioral sciences. Brooks\/Cole."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.5555\/3013558.3013563"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"e_1_3_2_1_14_1","volume-title":"Efficient learning of domain-invariant image representations. arXiv preprint arXiv:1301.3224","author":"Hoffman Judy","year":"2013"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"e_1_3_2_1_16_1","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der Maaten Laurens","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_17_1","unstructured":"Tomas Mikolov Ilya Sutskever Kai Chen Greg S Corrado and Jeff Dean . 2013. Distributed representations of words and phrases and their compositionality Advances in neural information processing systems. 3111--3119.   Tomas Mikolov Ilya Sutskever Kai Chen Greg S Corrado and Jeff Dean . 2013. Distributed representations of words and phrases and their compositionality Advances in neural information processing systems. 3111--3119."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2091281"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"e_1_3_2_1_20_1","volume-title":"Cross-language text classification using structural correspondence learning Proceedings of the 48th annual meeting of the association for computational linguistics","author":"Prettenhofer Peter"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2010.02.002"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273592"},{"key":"e_1_3_2_1_23_1","volume-title":"Nonlinear dimensionality reduction by locally linear embedding. science","author":"Roweis Sam T","year":"2000"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.252"},{"key":"e_1_3_2_1_25_1","volume-title":"Vin De Silva, and John C Langford","author":"Tenenbaum Joshua B","year":"2000"},{"key":"e_1_3_2_1_26_1","volume-title":"Heterogeneous domain adaptation using manifold alignment IJCAI Proceedings-International Joint Conference on Artificial Intelligence","author":"Wang Chang"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"crossref","unstructured":"Min Xiao and Yuhong Guo . 2014. Semi-Supervised Matrix Completion for Cross-Lingual Text Classification. AAAI. 1607--1614.   Min Xiao and Yuhong Guo . 2014. Semi-Supervised Matrix Completion for Cross-Lingual Text Classification. AAAI. 1607--1614.","DOI":"10.1609\/aaai.v28i1.8932"},{"key":"e_1_3_2_1_28_1","volume-title":"Ivor W Tsang, and Yan Yan .","author":"Zhou Joey Tianyi","year":"2014"}],"event":{"name":"KDD '18: The 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","location":"London United Kingdom","acronym":"KDD '18","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3219819.3220029","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3219819.3220029","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:07:28Z","timestamp":1750212448000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3219819.3220029"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7,19]]},"references-count":28,"alternative-id":["10.1145\/3219819.3220029","10.1145\/3219819"],"URL":"https:\/\/doi.org\/10.1145\/3219819.3220029","relation":{},"subject":[],"published":{"date-parts":[[2018,7,19]]},"assertion":[{"value":"2018-07-19","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}