{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T18:30:27Z","timestamp":1767637827305,"version":"3.48.0"},"reference-count":11,"publisher":"Maximum Academic Press","issue":"4","license":[{"start":{"date-parts":[[2009,7,7]],"date-time":"2009-07-07T00:00:00Z","timestamp":1246924800000},"content-version":"unspecified","delay-in-days":4601,"URL":"https:\/\/www.cambridge.org\/core\/terms"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["The Knowledge Engineering Review"],"published-print":{"date-parts":[[1996,12]]},"abstract":"<jats:p>Two phenomena have probably affected modern data analysts' lives more than anything else. First, the size of real-world data sets is getting increasingly large, especially during the last decade or so. Second, modern computational methods and tools are being developed which add further capability to traditional statistical analysis tools. These two developments have created a new range of problems and challenges for analysts, as well as new opportunities for intelligent systems in data analysis.<\/jats:p>","DOI":"10.1017\/s0269888900008055","type":"journal-article","created":{"date-parts":[[2009,7,7]],"date-time":"2009-07-07T09:34:09Z","timestamp":1246959249000},"page":"365-371","source":"Crossref","is-referenced-by-count":8,"title":["Intelligent data analysis: issues and challenges"],"prefix":"10.48130","volume":"11","author":[{"given":"Xiaohui","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"27968","published-online":{"date-parts":[[2009,7,7]]},"reference":[{"volume-title":"Computer Systems that Learn","year":"1991","author":"Weiss","key":"S0269888900008055_ref011"},{"key":"S0269888900008055_ref008","unstructured":"Nakhaeizadeh G , 1995. \u201cWhat Daimler-Benz has learned as an industrial partner from the machine learning project StatLog?\u201d Proc. Workshop on Applying Machine Learning in Practice 22\u201326."},{"key":"S0269888900008055_ref005","first-page":"26","volume-title":"Proc. Intelligent Data Management 96 Unicom","author":"Hand","year":"1996"},{"volume-title":"Advances in Knowledge Disc\u00f3very and Data Mining","year":"1996","author":"Elder","key":"S0269888900008055_ref004"},{"key":"S0269888900008055_ref001","unstructured":"Brodley CE and Smyth P , 1996. \u201cApplying classification algorithms in practice\u201d Statistics and Computing (in press)."},{"volume-title":"Proc. Second International Conference on Knowledge Discovery and Data Mining","year":"1996","author":"Piatetsky-Shapiro","key":"S0269888900008055_ref009"},{"volume-title":"Empirical Methods for Artficial Intelligence","year":"1995","author":"Cohen","key":"S0269888900008055_ref003"},{"key":"S0269888900008055_ref002","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-3017-0"},{"volume-title":"Machine Learning, Neural and Statistical Classficalion","year":"1994","author":"Michie","key":"S0269888900008055_ref007"},{"key":"S0269888900008055_ref006","first-page":"263","volume-title":"Proc. AAAI-94 Seattle","author":"Liu","year":"1994"},{"volume-title":"Exploratory Data Analysis","year":"1977","author":"Tukey","key":"S0269888900008055_ref010"}],"container-title":["The Knowledge Engineering Review"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.cambridge.org\/core\/services\/aop-cambridge-core\/content\/view\/S0269888900008055","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T14:42:52Z","timestamp":1767624172000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.cambridge.org\/core\/product\/identifier\/S0269888900008055\/type\/journal_article"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1996,12]]},"references-count":11,"journal-issue":{"issue":"4","published-print":{"date-parts":[[1996,12]]}},"alternative-id":["S0269888900008055"],"URL":"https:\/\/doi.org\/10.1017\/s0269888900008055","relation":{},"ISSN":["0269-8889","1469-8005"],"issn-type":[{"type":"print","value":"0269-8889"},{"type":"electronic","value":"1469-8005"}],"subject":[],"published":{"date-parts":[[1996,12]]}}}