{"id":71536,"date":"2021-11-06T13:02:42","date_gmt":"2021-11-06T13:02:42","guid":{"rendered":"https:\/\/papersspot.com\/blog\/2021\/11\/06\/its632-introduction-to-data-mining\/"},"modified":"2021-11-06T13:02:42","modified_gmt":"2021-11-06T13:02:42","slug":"its632-introduction-to-data-mining","status":"publish","type":"post","link":"https:\/\/papersspot.com\/blog\/2021\/11\/06\/its632-introduction-to-data-mining\/","title":{"rendered":"ITS632- Introduction to data mining"},"content":{"rendered":"<p>Please answer below question min. 4-6 lines <br \/>1. How is a data mining different from a database? <br \/>2. Present an example where data mining is crucial to the success of a business. <br \/>3. Explain the difference and similarity between discrimination and classification, between characterization and clustering, and between classification and regression <br \/>4. Describe three challenges to data mining a regarding data mining methodology and user interaction issue. <br \/>5. Outline the major research challenge of data mining in one specific application domain, such as stream\/sensor data analysis, spatiotemporal data analysis, or bioinformatics. <br \/>6. Briefly outline how to compute the dissimilarity between objects described by the following: <br \/> (a) Nominal attributes <br \/>(b) Binary attributes <br \/>(c) Numeric attribues <br \/>7. Briefly outline how to compute the visualization techniques described by the following: <br \/>(a) Pixel-oriented <br \/>(b) Geometric-based <br \/>(c) Parallel coordinates <br \/>8. Define what is the data preprocessing and explain four steps. <br \/>9. In real-world data, tuples with missing values for some attributes are a common occurrence. Describe various methods for handling this problem. <br \/>10. Briefly outline the normalization methods and show an example. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Please answer below question min. 4-6 lines 1. How is a data mining different from a database? 2. Present an example where data mining is crucial to the success of a business. 3. Explain the difference and similarity between discrimination and classification, between characterization and clustering, and between classification and regression 4. Describe three challenges [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[28],"class_list":["post-71536","post","type-post","status-publish","format-standard","hentry","category-research-paper-writing","tag-computer-science"],"_links":{"self":[{"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/posts\/71536","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/comments?post=71536"}],"version-history":[{"count":0,"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/posts\/71536\/revisions"}],"wp:attachment":[{"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/media?parent=71536"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/categories?post=71536"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/tags?post=71536"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}