{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,16]],"date-time":"2026-02-16T16:58:07Z","timestamp":1771261087247,"version":"3.50.1"},"reference-count":31,"publisher":"Elsevier BV","issue":"1","license":[{"start":{"date-parts":[[1990,3,1]],"date-time":"1990-03-01T00:00:00Z","timestamp":636249600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Knowledge Acquisition"],"published-print":{"date-parts":[[1990,3]]},"DOI":"10.1016\/s1042-8143(05)80020-2","type":"journal-article","created":{"date-parts":[[2007,2,3]],"date-time":"2007-02-03T07:46:00Z","timestamp":1170488760000},"page":"1-19","source":"Crossref","is-referenced-by-count":22,"title":["Decision tree design using information theory"],"prefix":"10.1016","volume":"2","author":[{"given":"Rodney M.","family":"Goodman","sequence":"first","affiliation":[]},{"given":"Padhraic","family":"Smyth","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/S1042-8143(05)80020-2_bib1","first-page":"753","article-title":"Quantitative design and evaluation of enhancement\/thresholding edge detection","volume":"67","author":"Abdou","year":"1979"},{"key":"10.1016\/S1042-8143(05)80020-2_bib2","series-title":"Classification and Regression Trees","author":"Breiman","year":"1984"},{"key":"10.1016\/S1042-8143(05)80020-2_bib3","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/0004-3702(85)90052-9","article-title":"An analytical comparison of some rule-learning programs","volume":"27","author":"Bundy","year":"1985","journal-title":"Artificial Intelligence"},{"key":"10.1016\/S1042-8143(05)80020-2_bib4","article-title":"Finding edges and lines in images","author":"Canny","year":"1983","journal-title":"M.I.T. Artificial Intelligence Lab., Rep. AI-TR-720"},{"key":"10.1016\/S1042-8143(05)80020-2_bib5","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1109\/TIT.1984.1056834","article-title":"Decision tree design using a probabilistic model","volume":"30","author":"Casey","year":"1984","journal-title":"IEEE Transactions on Information Theory"},{"key":"10.1016\/S1042-8143(05)80020-2_bib6","series-title":"Applications of Information Theory to Pattern Recognition and the Design of Decision Trees and Trellises","author":"Chou","year":"1988"},{"key":"10.1016\/S1042-8143(05)80020-2_bib7","series-title":"Presented at the 1986 IEEE International Symposium on Information Theory","article-title":"On Decision Trees for Pattern Recognition","author":"Chou","year":"1986"},{"key":"10.1016\/S1042-8143(05)80020-2_bib8","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1109\/18.32124","article-title":"Optimal pruning with applications to tree-structured source coding and modeling","volume":"35","author":"Chou","year":"1989","journal-title":"IEEE Transactions on Information Theory"},{"key":"10.1016\/S1042-8143(05)80020-2_bib9","first-page":"271","article-title":"Pattern Classification and Scene Analysis","author":"Duda","year":"1973"},{"key":"10.1016\/S1042-8143(05)80020-2_bib10","first-page":"187","article-title":"Transmission of Information","author":"Fano","year":"1961"},{"key":"10.1016\/S1042-8143(05)80020-2_bib11","doi-asserted-by":"crossref","first-page":"404","DOI":"10.1109\/TC.1977.1674849","article-title":"A recursive partitioning decision rule for non-parametric classification","volume":"26","author":"Friedman","year":"1977","journal-title":"IEEE Trans. on Computers"},{"key":"10.1016\/S1042-8143(05)80020-2_bib12","series-title":"Presented at the 1986 IEEE, International Symposium of Information Theory","article-title":"An Information Theoretic Approach to Decision Tree Design","author":"Goodman","year":"1986"},{"key":"10.1016\/S1042-8143(05)80020-2_bib13","series-title":"Proceedings of the 1988 European Conference on Artificial Intelligence","article-title":"Information-theoretic rule induction","author":"Goodman","year":"1988"},{"key":"10.1016\/S1042-8143(05)80020-2_bib14","doi-asserted-by":"crossref","first-page":"979","DOI":"10.1109\/18.21221","article-title":"Decision tree design from a communication theory standpoint","volume":"34","author":"Goodman","year":"1988","journal-title":"IEEE Transactions on Information Theory"},{"key":"10.1016\/S1042-8143(05)80020-2_bib15","first-page":"1098","article-title":"A method for the construction of minimum redundancy codes","volume":"40","author":"Huffman","year":"1952"},{"key":"10.1016\/S1042-8143(05)80020-2_bib16","first-page":"231","volume":"vol. 3","author":"Knuth","year":"1973"},{"key":"10.1016\/S1042-8143(05)80020-2_bib17","first-page":"187","article-title":"Theory of edge detection","volume":"207","author":"Marr","year":"1980"},{"key":"10.1016\/S1042-8143(05)80020-2_bib18","series-title":"Applications of Expert Systems","first-page":"137","article-title":"Current developments in expert systems","author":"Michie","year":"1987"},{"key":"10.1016\/S1042-8143(05)80020-2_bib19","series-title":"Proceedings of the First Conference on Artificial Intelligence Applications","article-title":"RuleMaster\u2014a second generation knowledge engineering facility","author":"Michie","year":"1984"},{"issue":"1","key":"10.1016\/S1042-8143(05)80020-2_bib20","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1109\/JRA.1985.1086994","article-title":"Development of intelligent robots: achievements and issues","volume":"1","author":"Nitzan","year":"1985","journal-title":"IEEE Journal of Robotics and Automation"},{"key":"10.1016\/S1042-8143(05)80020-2_bib21","doi-asserted-by":"crossref","first-page":"538","DOI":"10.1109\/TPAMI.1986.4767819","article-title":"Edge detectors based on nonlinear filters","volume":"8","author":"Pitas","year":"1986","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"10.1016\/S1042-8143(05)80020-2_bib22","series-title":"Machine Learning: An Artificial Intelligence Approach","article-title":"Learning efficient classification procedures and their application to chess endgames","author":"Quinlan","year":"1983"},{"key":"10.1016\/S1042-8143(05)80020-2_bib23","first-page":"149","article-title":"The effect of noise on concept learning","volume":"vol. 2","author":"Quinlan","year":"1986"},{"key":"10.1016\/S1042-8143(05)80020-2_bib24","article-title":"RuleMaster: control strategies","author":"Riese","year":"1984"},{"key":"10.1016\/S1042-8143(05)80020-2_bib25","first-page":"441","article-title":"Hierarchical classifier design using mutual information","volume":"4","author":"Sethi","year":"1982"},{"key":"10.1016\/S1042-8143(05)80020-2_bib26","article-title":"The Application of Information Theory to Problems in Decision Tree Design and Rule-Based Expert Systems","author":"Smyth","year":"1988","journal-title":"PhD Thesis, Department of Electrical Engineering, California Institute of Technology"},{"key":"10.1016\/S1042-8143(05)80020-2_bib27","article-title":"TITAN: an expert system to assist in troubleshooting the Texas Instruments 990 minicomputer system","author":"Stuart","year":"1984"},{"key":"10.1016\/S1042-8143(05)80020-2_bib28","series-title":"Digital Image Signal Processing","author":"Wahl","year":"1987"},{"key":"10.1016\/S1042-8143(05)80020-2_bib29","doi-asserted-by":"crossref","first-page":"406","DOI":"10.1109\/TPAMI.1984.4767546","article-title":"Analysis and design of a decision tree based on entropy reduction and its application to large character set recognition","volume":"4","author":"Wang","year":"1984","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"2","key":"10.1016\/S1042-8143(05)80020-2_bib30","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1109\/JRA.1987.1087089","article-title":"A visual navigation system for autonomous land vehicles","volume":"3","author":"Waxman","year":"1985","journal-title":"IEEE Journal of Robotics and Automation"},{"key":"10.1016\/S1042-8143(05)80020-2_bib31","series-title":"Proceedings of the Ninth International Joint Conference on Artificial Intelligence","first-page":"328","article-title":"PREDICTOR: an alternative approach to uncertain inference in expert systems","author":"White","year":"1985"}],"container-title":["Knowledge Acquisition"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1042814305800202?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1042814305800202?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,1,9]],"date-time":"2019-01-09T14:27:48Z","timestamp":1547044068000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1042814305800202"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1990,3]]},"references-count":31,"journal-issue":{"issue":"1","published-print":{"date-parts":[[1990,3]]}},"alternative-id":["S1042814305800202"],"URL":"https:\/\/doi.org\/10.1016\/s1042-8143(05)80020-2","relation":{},"ISSN":["1042-8143"],"issn-type":[{"value":"1042-8143","type":"print"}],"subject":[],"published":{"date-parts":[[1990,3]]}}}