V. Cheushev, V. Shmerko, D. Simovici, S. Yanushkevich
{"title":"函数熵与决策树","authors":"V. Cheushev, V. Shmerko, D. Simovici, S. Yanushkevich","doi":"10.1109/ISMVL.1998.679467","DOIUrl":null,"url":null,"abstract":"We introduce a technique to compute several information estimations for Boolean and multivalued functions. Special features of these estimations for completely and incompletely specified logic functions, including symmetric logic functions are investigated. Finally, we give an algorithm for determining various information measures for logical functions based on decision trees.","PeriodicalId":377860,"journal":{"name":"Proceedings. 1998 28th IEEE International Symposium on Multiple- Valued Logic (Cat. No.98CB36138)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1998-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"25","resultStr":"{\"title\":\"Functional entropy and decision trees\",\"authors\":\"V. Cheushev, V. Shmerko, D. Simovici, S. Yanushkevich\",\"doi\":\"10.1109/ISMVL.1998.679467\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We introduce a technique to compute several information estimations for Boolean and multivalued functions. Special features of these estimations for completely and incompletely specified logic functions, including symmetric logic functions are investigated. Finally, we give an algorithm for determining various information measures for logical functions based on decision trees.\",\"PeriodicalId\":377860,\"journal\":{\"name\":\"Proceedings. 1998 28th IEEE International Symposium on Multiple- Valued Logic (Cat. No.98CB36138)\",\"volume\":\"15 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1998-05-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"25\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings. 1998 28th IEEE International Symposium on Multiple- Valued Logic (Cat. No.98CB36138)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISMVL.1998.679467\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. 1998 28th IEEE International Symposium on Multiple- Valued Logic (Cat. No.98CB36138)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISMVL.1998.679467","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
We introduce a technique to compute several information estimations for Boolean and multivalued functions. Special features of these estimations for completely and incompletely specified logic functions, including symmetric logic functions are investigated. Finally, we give an algorithm for determining various information measures for logical functions based on decision trees.
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