{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:19:14Z","timestamp":1750220354271,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":18,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,8,9]],"date-time":"2021-08-09T00:00:00Z","timestamp":1628467200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,8,9]]},"DOI":"10.1145\/3484824.3484912","type":"proceedings-article","created":{"date-parts":[[2022,1,13]],"date-time":"2022-01-13T23:09:15Z","timestamp":1642115355000},"page":"253-260","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Applying GA-SVM for Optimizing Statistical and Semantic Features in Document Classification"],"prefix":"10.1145","author":[{"given":"Upasana","family":"Pandey","sequence":"first","affiliation":[{"name":"Computer Sciences &amp; Engineering, IMS Engineering College, Ghaziabad, India"}]},{"given":"Geeta","family":"Rani","sequence":"additional","affiliation":[{"name":"Computer and Communication Engineering, Manipal University Jaipur, Jaipur, India"}]},{"given":"Vijaypal Singh","family":"Dhaka","sequence":"additional","affiliation":[{"name":"Computer and Communication Engineering, Manipal University Jaipur, Jaipur, India"}]}],"member":"320","published-online":{"date-parts":[[2022,1,13]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"International Journal of Computer Theory and Engineering","volume":"3","author":"Chakraverty S.","year":"2011","unstructured":"Upasana, S. Chakraverty . 2011 . A Review of Text Classification Approaches for E-mail Management , International Journal of Computer Theory and Engineering , Vol. 3 , No. 2, Pages 137--144. Upasana, S. Chakraverty. 2011. A Review of Text Classification Approaches for E-mail Management, International Journal of Computer Theory and Engineering, Vol.3, No. 2, Pages 137--144."},{"key":"e_1_3_2_1_2_1","volume-title":"Proceeding of 20th International Joint Conference on Artifical intelligence","author":"Angelini Giovanni","year":"2007","unstructured":"Giovanni Angelini , Marco Gori , Leonardo Rigutini , Franco Scarselli Marco Ernandes . 2007 . An Adaptive Context based algorithm for Term Weighting . In Proceeding of 20th International Joint Conference on Artifical intelligence , San Francisco, USA, 2748--2753. DOI: https:\/\/dl.acm.org\/doi\/10.5555\/1625275.1625717 Giovanni Angelini, Marco Gori, Leonardo Rigutini, Franco Scarselli Marco Ernandes. 2007. An Adaptive Context based algorithm for Term Weighting. In Proceeding of 20th International Joint Conference on Artifical intelligence, San Francisco, USA, 2748--2753. DOI: https:\/\/dl.acm.org\/doi\/10.5555\/1625275.1625717"},{"key":"e_1_3_2_1_3_1","volume-title":"Proceeding of IEEE International Conference on System, Man, Cybernetics (SMC","author":"Zhang Wen","year":"2008","unstructured":"Wen Zhang , Taketoshi Yoshida , and Xijin Tang . 2008 . TFIDF, LSI and Multi-word in Information Retrivel and Text Categorization . In Proceeding of IEEE International Conference on System, Man, Cybernetics (SMC 2008), 108--113. DOI.10.1.1.458.587 Wen Zhang, Taketoshi Yoshida, and Xijin Tang. 2008. TFIDF, LSI and Multi-word in Information Retrivel and Text Categorization. In Proceeding of IEEE International Conference on System, Man, Cybernetics (SMC 2008), 108--113. DOI.10.1.1.458.587"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISKE.2008.4731039"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/WICT.2011.6141376"},{"key":"e_1_3_2_1_6_1","volume-title":"and E. Ardil","author":"Khalessizadeh S. M.","year":"2006","unstructured":"S. M. Khalessizadeh , R. Zaefarian , and S. H. Nasseri , and E. Ardil . 2006 . Genetic Mining : Genetic Algorithm for topic based on concept distribution. In Proceeding of World Academy of Science , Engineering and Technology. 144--147. S. M. Khalessizadeh, R. Zaefarian, and S. H. Nasseri, and E. Ardil. 2006. Genetic Mining: Genetic Algorithm for topic based on concept distribution. In Proceeding of World Academy of Science, Engineering and Technology. 144--147."},{"key":"e_1_3_2_1_7_1","volume-title":"Genetic Algorithm","author":"Goldberg David E.","unstructured":"David E. Goldberg . 2001. Genetic Algorithm , 4 th ed. Delhi, India : Pearson Education . David E. Goldberg. 2001. Genetic Algorithm, 4th ed. Delhi, India: Pearson Education.","edition":"4"},{"key":"e_1_3_2_1_8_1","article-title":"A Framework for Collaborative Document Classification with GA-SVM","volume":"2","author":"Pandey U.","year":"2016","unstructured":"U. Pandey . 2016 . A Framework for Collaborative Document Classification with GA-SVM . International Journal of Scientific Research in Science, Engineering and Technology (IJSRSET) , Vol. 2 , Issue 6, 104--114. U. Pandey. 2016. A Framework for Collaborative Document Classification with GA-SVM. International Journal of Scientific Research in Science, Engineering and Technology (IJSRSET), Vol. 2, Issue 6, 104--114.","journal-title":"International Journal of Scientific Research in Science, Engineering and Technology (IJSRSET)"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.28945\/4066"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2018.08.001"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.5281\/zenodo.2582946"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"Jos\u00e9 R. M\u00e9ndez Tom\u00e1s R. Cotos-Ya\u00f1ez David Ruano-Ord\u00e1s. 2019. A new semantic-based feature selection method for spam filtering. Applied Soft Computing Journal 89--104. DOI:http:\/\/hdl.handle.net\/11093\/1149  Jos\u00e9 R. M\u00e9ndez Tom\u00e1s R. Cotos-Ya\u00f1ez David Ruano-Ord\u00e1s. 2019. A new semantic-based feature selection method for spam filtering. Applied Soft Computing Journal 89--104. DOI:http:\/\/hdl.handle.net\/11093\/1149","DOI":"10.1016\/j.asoc.2018.12.008"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2020.101104"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.10.118"},{"key":"e_1_3_2_1_15_1","unstructured":"20\n    News Group http:\/\/qwone.com\/~jason\/20Newsgroups\/  20 News Group http:\/\/qwone.com\/~jason\/20Newsgroups\/"},{"key":"e_1_3_2_1_16_1","unstructured":"Reuters 21578 data collection. [Online]. http:\/\/www.daviddlewis.com\/resources\/testcollections\/reuters21578 Times of India. [Online]. http:\/\/timesofindia.indiatimes.com\/topic\/  Reuters 21578 data collection. [Online]. http:\/\/www.daviddlewis.com\/resources\/testcollections\/reuters21578 Times of India. [Online]. http:\/\/timesofindia.indiatimes.com\/topic\/"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.3115\/1620853.1620864"},{"key":"e_1_3_2_1_18_1","volume-title":"Proceeding of 3rd International Joint Conference on Natural Language Processing, Vol 1","author":"Jayarajan Dinakar","year":"2008","unstructured":"Dinakar Jayarajan . 2008 . Lexical Chains as Document Feature . In Proceeding of 3rd International Joint Conference on Natural Language Processing, Vol 1 , Hyderabad, India Dinakar Jayarajan. 2008. Lexical Chains as Document Feature. In Proceeding of 3rd International Joint Conference on Natural Language Processing, Vol 1, Hyderabad, India"}],"event":{"name":"DSMLAI '21': International Conference on Data Science, Machine Learning and Artificial Intelligence","acronym":"DSMLAI '21'","location":"Windhoek Namibia"},"container-title":["Proceedings of the International Conference on Data Science, Machine Learning and Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3484824.3484912","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3484824.3484912","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:17:15Z","timestamp":1750191435000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3484824.3484912"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,8,9]]},"references-count":18,"alternative-id":["10.1145\/3484824.3484912","10.1145\/3484824"],"URL":"https:\/\/doi.org\/10.1145\/3484824.3484912","relation":{},"subject":[],"published":{"date-parts":[[2021,8,9]]},"assertion":[{"value":"2022-01-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}