{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T16:57:30Z","timestamp":1732035450006,"version":"3.28.0"},"reference-count":29,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,10]]},"DOI":"10.1109\/bigdata.2014.7004263","type":"proceedings-article","created":{"date-parts":[[2015,1,13]],"date-time":"2015-01-13T20:04:23Z","timestamp":1421179463000},"page":"461-470","source":"Crossref","is-referenced-by-count":5,"title":["Regression trees for streaming data with local performance guarantees"],"prefix":"10.1109","author":[{"given":"Ulf","family":"Johansson","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cecilia","family":"Sonstrod","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Henrik","family":"Linusson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Henrik","family":"Bostrom","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.19"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2012.66"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1145\/2523813"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502529"},{"key":"16","first-page":"537","article-title":"Speeding-up hoeffding-based regression trees with options","author":"ikonomovska","year":"2011","journal-title":"Proceedings of the 28th International Conference on Machine Learning (ICML-11)"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1002\/widm.51"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1145\/347090.347107"},{"key":"11","first-page":"255","article-title":"Keel data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework","volume":"17","author":"alcal\ufffd-fdez","year":"2011","journal-title":"Multiple-Valued Logic and Soft Computing"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-010-0201-y"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2009.30"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-76928-6_11"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2013.46"},{"key":"23","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1007\/3-540-36755-1_29","article-title":"Inductive confidence machines for regression","author":"papadopoulos","year":"2002","journal-title":"Machine Learning Ecml 2002"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15819-3_4"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-014-5453-0"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2011.05.008"},{"key":"27","first-page":"211","article-title":"Reliable confidence intervals for software effort estimation","author":"papadopoulos","year":"2009","journal-title":"AIAI Workshops Citeseer"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-012-0021-y"},{"key":"29","first-page":"127","article-title":"Reliable diagnosis of acute abdominal pain with conformal prediction","volume":"17","author":"papadopoulos","year":"2009","journal-title":"Intelligent Systems Engineering"},{"key":"3","article-title":"A survey of evolutionary algorithms for data mining and knowledge discovery","author":"freitas","year":"2002","journal-title":"Advances in Evolutionary Computation"},{"key":"2","first-page":"24","article-title":"Extracting tree-structured representations of trained networks","author":"craven","year":"1996","journal-title":"Advances in neural information processing systems"},{"journal-title":"Delve Data for Evaluating Learning in Valid Experiments","year":"1996","author":"rasmussen","key":"10"},{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/0950-7051(96)81920-4"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.5772\/6078"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-06608-0_19"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxl065"},{"journal-title":"Algorithmic Learning in a Random World","year":"2005","author":"vovk","key":"4"},{"journal-title":"UCI Machine Learning Repository","year":"2013","author":"bache","key":"9"},{"journal-title":"Classification and Regression Trees","year":"1984","author":"breiman","key":"8"}],"event":{"name":"2014 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2014,10,27]]},"location":"Washington, DC, USA","end":{"date-parts":[[2014,10,30]]}},"container-title":["2014 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6973861\/7004197\/07004263.pdf?arnumber=7004263","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T03:34:08Z","timestamp":1498188848000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7004263\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,10]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/bigdata.2014.7004263","relation":{},"subject":[],"published":{"date-parts":[[2014,10]]}}}