{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T16:32:09Z","timestamp":1732033929557,"version":"3.28.0"},"reference-count":24,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011,4]]},"DOI":"10.1109\/adprl.2011.5967385","type":"proceedings-article","created":{"date-parts":[[2011,8,4]],"date-time":"2011-08-04T01:40:00Z","timestamp":1312422000000},"page":"128-134","source":"Crossref","is-referenced-by-count":5,"title":["Higher order Q-Learning"],"prefix":"10.1109","author":[{"given":"Ashley","family":"Edwards","sequence":"first","affiliation":[]},{"given":"William M.","family":"Pottenger","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","article-title":"Link-based Classification","author":"lu","year":"2003","journal-title":"Proceedings of the Twentieth International Conference on Machine Learning (ICML-2003)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2004.10101"},{"key":"ref12","article-title":"Discriminative Probabilistic Models for Relational Data","author":"taskar","year":"2002","journal-title":"Proceedings of Uncertainty in Artificial Intelligence conference UAI02"},{"key":"ref13","first-page":"870","article-title":"Probabilistic Classification and Clustering in Relational Data","author":"taskar","year":"2001","journal-title":"Proc 17th International Joint Conference on Artificial Intelligence"},{"journal-title":"Higher-Order Path Analysis for Supervised Machine Learning","year":"2008","author":"ganiz","key":"ref14"},{"key":"ref15","article-title":"Link Analysis of Higher-Order Paths in Supervised Learning Datasets","author":"ganiz","year":"2006","journal-title":"Proceedings of the Workshop on Link Analysis Counterterrorism and Security 2006 SIAM Conference on Data Mining"},{"key":"ref16","article-title":"Higher Order Naive Bayes: A Novel Non-IID Approach to Text Classification","author":"ganiz","year":"2010","journal-title":"IEEE Transactions of Knowledge and Data Engineering 2010"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ISI.2009.5137283"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ISI.2007.379478"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2004.11.007"},{"journal-title":"Reinforcement Learning An Introduction","year":"1998","author":"sutton","key":"ref4"},{"key":"ref3","first-page":"1019","article-title":"Local bandit approximation for optimal learning problems","volume":"9","author":"duff","year":"1997","journal-title":"Advances in neural information processing systems"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1117454.1117456"},{"key":"ref5","article-title":"Reinforcement Learning","author":"sutton","year":"1999","journal-title":"The MIT Encyclopedia of the Cognitive Sciences"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1145\/276305.276332","article-title":"Enhanced Hypertext Classification Using Hyper-Links","author":"chakrabarti","year":"1998","journal-title":"Proceedings of the ACM SIGMOD Conference"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1348549.1348560"},{"key":"ref2","article-title":"Bayesian Q-Learning","author":"dearden","year":"1998","journal-title":"Proceedings of the Fifteenth National Conference on Artificial Intelligence"},{"key":"ref9","first-page":"13","article-title":"Iterative Classification in Relational Data","author":"neville","year":"2000","journal-title":"Proceedings of the AAAI 2000 Workshop Learning Statistical Models from Relational Data"},{"key":"ref1","article-title":"Leveraging Higher Order Dependencies Between Features for Text Classification","author":"ganiz","year":"0","journal-title":"Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)"},{"key":"ref20","first-page":"20","article-title":"Relationship Discovery in Large Text Collections Using Latent Semantic Indexing","author":"bradford","year":"0","journal-title":"Proc SIAM Data Mining Conf Workshop Link Anal Counterterrorism Security"},{"key":"ref22","article-title":"Exploiting Sensitive Information in Background Mode using Latent Semantic Indexing","author":"bradford","year":"2008","journal-title":"Proceedings of the Sixth Workshop on Link Analysis Counterterrorism and Security SIAM Data Mining Conference"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/11760146_84"},{"year":"0","key":"ref24"},{"journal-title":"(Nov 12 2009) Exploiting Essential Elements of Information from Significant Activity Reports (SIGACTS) for Forensic Analysis","year":"0","author":"pottenger","key":"ref23"}],"event":{"name":"2011 Ieee Symposium On Adaptive Dynamic Programming And Reinforcement Learning","start":{"date-parts":[[2011,4,11]]},"location":"Paris, France","end":{"date-parts":[[2011,4,15]]}},"container-title":["2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/5958170\/5967347\/05967385.pdf?arnumber=5967385","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,20]],"date-time":"2017-06-20T04:11:41Z","timestamp":1497931901000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5967385\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,4]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/adprl.2011.5967385","relation":{},"subject":[],"published":{"date-parts":[[2011,4]]}}}