{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T04:25:02Z","timestamp":1770524702975,"version":"3.49.0"},"reference-count":31,"publisher":"Elsevier BV","issue":"3","license":[{"start":{"date-parts":[[2002,2,1]],"date-time":"2002-02-01T00:00:00Z","timestamp":1012521600000},"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":["Journal of Systems and Software"],"published-print":{"date-parts":[[2002,2]]},"DOI":"10.1016\/s0164-1212(01)00088-7","type":"journal-article","created":{"date-parts":[[2002,7,25]],"date-time":"2002-07-25T10:34:40Z","timestamp":1027593280000},"page":"165-175","source":"Crossref","is-referenced-by-count":38,"title":["Automated discovery of concise predictive rules for intrusion detection"],"prefix":"10.1016","volume":"60","author":[{"given":"Guy","family":"Helmer","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Johnny S.K.","family":"Wong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vasant","family":"Honavar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Les","family":"Miller","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/S0164-1212(01)00088-7_BIB1","unstructured":"Balasubramaniyan, J., Garcia-Fernandez, J.O., Isacoff, D., Spafford, E.H., Zamboni, D., 1998. An architecture for intrusion detection using autonomous agents. Technical Report COAST TR 98-05, Purdue University Department of Computer Sciences"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB2","series-title":"An Introduction to Software Agents","year":"1997"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB3","series-title":"Discovering Data Mining: From Concept to Implementation","author":"Cabena","year":"1998"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB4","series-title":"Proceedings of the 12th International Conference on Machine Learning, Lake Tahoe, CA","article-title":"Fast effective rule induction","author":"Cohen","year":"1995"},{"issue":"2","key":"10.1016\/S0164-1212(01)00088-7_BIB5","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1109\/TSE.1987.232894","article-title":"An intrusion-detection model","volume":"13","author":"Denning","year":"1987","journal-title":"IEEE Trans. Software Eng., SE"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB6","author":"Feiertag"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB7","author":"Forrest"},{"issue":"10","key":"10.1016\/S0164-1212(01)00088-7_BIB8","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1145\/262793.262811","article-title":"Computer immunology","volume":"40","author":"Forrest","year":"1997","journal-title":"Commun. ACM"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB9","series-title":"Proceedings of the 1996 IEEE Symposium on Security and Privacy, Los Altos, CA","first-page":"120","article-title":"A sense of self for Unix processes","author":"Forrest","year":"1996"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB10","series-title":"Proceedings of the 17th National Computer Security Conference","article-title":"Artificial intelligence and intrusion detection: Current and future direction","author":"Frank","year":"1994"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB11","series-title":"Genetic Algorithms in Search, Optimization, and Machine Learning","author":"Goldberg","year":"1989"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB12","doi-asserted-by":"crossref","unstructured":"Heady, R., Luger, G., Maccabe, A., Servilla, M., 1990. The architecture of a network level intrusion detection system. Technical Report CS90-20, Department of Computer Science, University of New Mexico, August","DOI":"10.2172\/425295"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB13","series-title":"Proceedings IEEE Information Technology Conference, Syracuse, NY","first-page":"121","article-title":"Intelligent agents for intrusion detection","author":"Helmer","year":"1998"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB14","series-title":"Proceedings IEEE Information Technology Conference, Syracuse, NY","first-page":"87","article-title":"Distributed knowledge networks","author":"Honavar","year":"1998"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB15","series-title":"Proceedings of the 11th International Conference on Machine Learning, New Brunswick, NY","first-page":"121","article-title":"Irrelevant features and the subset selection problem","author":"John","year":"1994"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB16","series-title":"Genetic Programming","author":"Koza","year":"1992"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB17","series-title":"Elements of Machine Learning","author":"Langley","year":"1995"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB18","series-title":"Proceeding of the Seventh USENIX Security Symposium, USENIX","article-title":"Data mining approaches for intrusion detection","author":"Lee","year":"1998"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB19","series-title":"Feature Extraction, Construction, and Selection \u2013 A Data Mining Perspective","year":"1998"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB20","series-title":"Genetic Programs Algorithms+Data Structures=Evolution","author":"Michalewicz","year":"1996"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB21","series-title":"Machine Learning","author":"Mitchell","year":"1997"},{"issue":"3","key":"10.1016\/S0164-1212(01)00088-7_BIB22","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1109\/65.283931","article-title":"Network intrusion detection","volume":"8","author":"Mukherjee","year":"1994","journal-title":"IEEE Network"},{"issue":"3","key":"10.1016\/S0164-1212(01)00088-7_BIB23","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1017\/S026988890000789X","article-title":"Software agents: An overview","volume":"11","author":"Nwana","year":"1996","journal-title":"Knowledge Eng. Rev."},{"key":"10.1016\/S0164-1212(01)00088-7_BIB24","unstructured":"ObjectSpace Inc, Dallas, TX. ObjectSpace Voyager Core Technology User Guide, 1999. ver. 3.0.0"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB25","series-title":"Proceedings IEEE Information Technology Conference, Syracuse, NY","first-page":"129","article-title":"Open infrastructure for scalable intrusion detection","author":"Reilly","year":"1998"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB26","series-title":"Automated Text Processing","author":"Salton","year":"1983"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB27","series-title":"Proceedings, KDD97 and AAA197 Workshop on AI Methods in Fraud and Risk Management","article-title":"JAM: Java agents for meta-learning over distributed databases","author":"Stolfo","year":"1997"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB28","author":"van Doorn"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB29","series-title":"Proceedings IEEE Symposium on Security and Privacy","article-title":"Detecting intrusions using system calls: alternative data models","author":"Warrender","year":"1999"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB30","series-title":"Feature Extraction Construction and Subset Selection: A Data Mining Perspective","author":"Yang","year":"1998"},{"key":"10.1016\/S0164-1212(01)00088-7_BIB31","series-title":"Proceedings of the European Symposium on Cybernetics and Systems Research","article-title":"Mobile intelligent agents for document classification and retrieval: A machine learning approach","author":"Yang","year":"1998"}],"container-title":["Journal of Systems and Software"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0164121201000887?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0164121201000887?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,5,2]],"date-time":"2019-05-02T20:59:18Z","timestamp":1556830758000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0164121201000887"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002,2]]},"references-count":31,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2002,2]]}},"alternative-id":["S0164121201000887"],"URL":"https:\/\/doi.org\/10.1016\/s0164-1212(01)00088-7","relation":{},"ISSN":["0164-1212"],"issn-type":[{"value":"0164-1212","type":"print"}],"subject":[],"published":{"date-parts":[[2002,2]]}}}