{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:47:16Z","timestamp":1750308436954,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":15,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,10,23]],"date-time":"2019-10-23T00:00:00Z","timestamp":1571788800000},"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":[[2019,10,23]]},"DOI":"10.1145\/3372938.3373005","type":"proceedings-article","created":{"date-parts":[[2020,1,8]],"date-time":"2020-01-08T03:54:01Z","timestamp":1578455641000},"page":"1-5","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["A new preprocessing method reduces the dimensionality of classification models"],"prefix":"10.1145","author":[{"given":"Fatima","family":"El Barakaz","sequence":"first","affiliation":[{"name":"LAROSERI laboratory, Chouaib Doukkali, El Jadida, Morocco"}]},{"given":"Omar","family":"Boutkhoum","sequence":"additional","affiliation":[{"name":"LAROSERI laboratory, Chouaib Doukkali, El Jadida, Morocco"}]},{"given":"Abdelmajid","family":"El Moutaouakkil","sequence":"additional","affiliation":[{"name":"LAROSERI laboratory Chouaib Doukkali, El Jadida, Morocco"}]}],"member":"320","published-online":{"date-parts":[[2020,1,7]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Shivaprasad Km and Hanumantha T. Reddy. Text Mining: An Improvised Feature Based Model Approach 2--6.  Shivaprasad Km and Hanumantha T. Reddy. Text Mining: An Improvised Feature Based Model Approach 2--6."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1214\/07-SS016"},{"key":"e_1_3_2_1_3_1","volume-title":"Lucini et al","author":"Filipe R.","year":"2017","unstructured":"Filipe R. Lucini et al . 2017 . Text mining approach to predict hospital admissions using early medical records from the emergency department. Int. J. Med. Inform . (2017). DOI: https:\/\/doi.org\/10.1016\/j.ijmedinf.2017.01.001 10.1016\/j.ijmedinf.2017.01.001 Filipe R. Lucini et al. 2017. Text mining approach to predict hospital admissions using early medical records from the emergency department. Int. J. Med. Inform. (2017). DOI: https:\/\/doi.org\/10.1016\/j.ijmedinf.2017.01.001"},{"key":"e_1_3_2_1_4_1","volume-title":"Binary Classification and Data Analysis for Modeling Calendar Anomalies in Financial Markets. In Cloud Computing and Big Data (CCBD), 2016 7th International Conference on (pp. 116--121)","author":"Tung H. H.","year":"2016","unstructured":"Tung , H. H. , Cheng , C. C. , Chen , Y. Y. , Chen , Y. F. , Huang , S. H. , & Chen , A. P. ( 2016 , November) . Binary Classification and Data Analysis for Modeling Calendar Anomalies in Financial Markets. In Cloud Computing and Big Data (CCBD), 2016 7th International Conference on (pp. 116--121) . IEEE. Tung, H. H., Cheng, C. C., Chen, Y. Y., Chen, Y. F., Huang, S. H., & Chen, A. P. (2016, November). Binary Classification and Data Analysis for Modeling Calendar Anomalies in Financial Markets. In Cloud Computing and Big Data (CCBD), 2016 7th International Conference on (pp. 116--121). IEEE."},{"key":"e_1_3_2_1_5_1","volume-title":"Fast KNN classification algorithm based on partial distance search. Electronics letters, 34(21)","author":"Hwang W. J.","year":"1998","unstructured":"Hwang , W. J. , & Wen , K. W. ( 1998 ). Fast KNN classification algorithm based on partial distance search. Electronics letters, 34(21) , 2062--2063 Hwang, W. J., & Wen, K. W. (1998). Fast KNN classification algorithm based on partial distance search. Electronics letters, 34(21), 2062--2063"},{"issue":"20","key":"e_1_3_2_1_6_1","first-page":"91","article-title":"k-means Algorithm","volume":"20","author":"Miro\u0161evi\u0107","year":"2017","unstructured":"Miro\u0161evi\u0107 \", I. ( 2017 ). k-means Algorithm . KoG , 20 ( 20 ), 91 -- 98 Miro\u0161evi\u0107\", I. (2017). k-means Algorithm. KoG, 20(20), 91--98","journal-title":"KoG"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-2750-5_36"},{"volume-title":"Systematicdimensionality reduction for quantum walks: optimal spacial search and transport on non-regular graphs,\" Scientific Reports","author":"Novo S.","key":"e_1_3_2_1_8_1","unstructured":"L. Novo , S. Chakraborty , M. Mohseni , H. Neven , and Y. Omar , \" Systematicdimensionality reduction for quantum walks: optimal spacial search and transport on non-regular graphs,\" Scientific Reports , vol. 5 , no. 1, 2015. L. Novo, S. Chakraborty, M. Mohseni, H. Neven, and Y. Omar, \"Systematicdimensionality reduction for quantum walks: optimal spacial search and transport on non-regular graphs,\" Scientific Reports, vol. 5, no. 1, 2015."},{"key":"e_1_3_2_1_9_1","volume-title":"April 20","author":"Jason Brownlee","year":"2016","unstructured":"Jason Brownlee , \"Support Vector Machines for Machine Learning\" , Machine Learning Algorithms , April 20 , 2016 . Jason Brownlee, \"Support Vector Machines for Machine Learning\", Machine Learning Algorithms, April 20, 2016."},{"key":"e_1_3_2_1_10_1","volume-title":"A THESIS Presented to the Faculty of the Graduate College","author":"Ranjini","year":"2010","unstructured":"Ranjini Sr inivas, \"Managing Large Data Sets Using Support Vector Machines\" , A THESIS Presented to the Faculty of the Graduate College , University of Nebraska , master's degree 2010 . Ranjini Srinivas, \"Managing Large Data Sets Using Support Vector Machines\", A THESIS Presented to the Faculty of the Graduate College, University of Nebraska, master's degree 2010."},{"key":"e_1_3_2_1_11_1","volume-title":"International Journal of Computer Science and Applications","author":"Tina R.","year":"2013","unstructured":"Tina R. Patil , Mrs. S. S. Sherekar , \"Performance Analysis of Naive Bayes and J48 Classification Algorithm for Data Classification\" , International Journal of Computer Science and Applications Vol. 6 , No.2, Apr 2013 ISSN : 0974--1011. Tina R. Patil, Mrs. S. S. Sherekar, \"Performance Analysis of Naive Bayes and J48 Classification Algorithm for Data Classification\", International Journal of Computer Science and Applications Vol. 6, No.2, Apr 2013 ISSN: 0974--1011."},{"key":"e_1_3_2_1_12_1","volume-title":"International Journal of Computer Science and Technology","author":"Milan Kumari","year":"2011","unstructured":"Milan Kumari , Sunila Godara, \" Comparative Study of Data Mining Classification Methods in Cardiovascular Disease Prediction\" , International Journal of Computer Science and Technology , Vol. 2 , Issue 2, June 2011 . Milan Kumari, Sunila Godara, \"Comparative Study of Data Mining Classification Methods in Cardiovascular Disease Prediction\", International Journal of Computer Science and Technology, Vol. 2, Issue 2, June 2011."},{"key":"e_1_3_2_1_13_1","volume-title":"International Journal of Computer Applications (0975 - 8887)","author":"Rohit Arora Suman","year":"2012","unstructured":"Rohit Arora Suman , \"Comparative Analysis of Classification Algorithms on Different Datasets using WEKA\" , International Journal of Computer Applications (0975 - 8887) , Vol. 54 , No .13, September 2012 Rohit Arora Suman, \"Comparative Analysis of Classification Algorithms on Different Datasets using WEKA\", International Journal of Computer Applications (0975 - 8887), Vol. 54, No.13, September 2012"},{"key":"e_1_3_2_1_14_1","volume-title":"International Journal of Advanced Research in Computer and Communication Engineering","author":"Vijayarani M.","year":"2013","unstructured":"S. Vijayarani , M. Muthulakshmi , \"Comparative Analysis of Bayes and Lazy Classification Algorithms \" , International Journal of Advanced Research in Computer and Communication Engineering , Vol. 2 , Issue 8, August 2013 . S. Vijayarani, M. Muthulakshmi, \"Comparative Analysis of Bayes and Lazy Classification Algorithms \", International Journal of Advanced Research in Computer and Communication Engineering, Vol. 2, Issue 8, August 2013."},{"key":"e_1_3_2_1_15_1","volume-title":"Vol-2, Issue-4","author":"Deepa S.","year":"2016","unstructured":"Deepa S. Deulkar , R. R. Deshmukh , \"Data Mining Classification\" , Imperial Journal of Interdisciplinary Research (IJIR) , Vol-2, Issue-4 , 2016 , ISSN : 24541362. Deepa S. Deulkar, R. R. Deshmukh, \"Data Mining Classification\", Imperial Journal of Interdisciplinary Research (IJIR), Vol-2, Issue-4, 2016, ISSN: 24541362."}],"event":{"name":"BDIoT'19: The 4th International Conference On Big Data and Internet of Things","acronym":"BDIoT'19","location":"Rabat Morocco"},"container-title":["Proceedings of the 4th International Conference on Big Data and Internet of Things"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3372938.3373005","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3372938.3373005","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T17:49:58Z","timestamp":1750268998000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3372938.3373005"}},"subtitle":["Application to a marketplace user profile prediction"],"short-title":[],"issued":{"date-parts":[[2019,10,23]]},"references-count":15,"alternative-id":["10.1145\/3372938.3373005","10.1145\/3372938"],"URL":"https:\/\/doi.org\/10.1145\/3372938.3373005","relation":{},"subject":[],"published":{"date-parts":[[2019,10,23]]},"assertion":[{"value":"2020-01-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}