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Alan Fern, Ph.D. - Publications

Affiliations: 
2004 Purdue University, West Lafayette, IN, United States 
Area:
Computer Science
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16 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Siddiqui MA, Fern A, Dietterich TG, Wong W. Sequential Feature Explanations for Anomaly Detection Acm Transactions On Knowledge Discovery From Data. 13: 1-22. DOI: 10.1145/3230666  0.408
2017 Hostetler J, Fern A, Dietterich T. Sample-Based Tree Search with Fixed and Adaptive State Abstractions Journal of Artificial Intelligence Research. 60: 717-777. DOI: 10.1613/Jair.5483  0.396
2015 Xue S, Fern A, Sheldon D. Scheduling conservation designs for maximum flexibility via network cascade optimization Journal of Artificial Intelligence Research. 52: 331-360. DOI: 10.1613/Jair.4679  0.342
2014 Fern A, Natarajan S, Judah K, Tadepalli P. A decision-theoretic model of assistance Journal of Artificial Intelligence Research. 50: 71-104. DOI: 10.1613/Jair.4213  0.441
2014 Doppa JR, Fern A, Tadepalli P. HC-search: a learning framework for search-based structured prediction Journal of Artificial Intelligence Research. 50: 369-407. DOI: 10.1613/Jair.4212  0.415
2012 Natarajan S, Tadepalli P, Fern A. A relational hierarchical model for decision-theoretic assistance Knowledge and Information Systems. 32: 329-349. DOI: 10.1007/S10115-011-0435-Z  0.366
2011 Stracuzzi DJ, Fern A, Ali K, Hess R, Pinto J, Li N, Konik T, Shapiro DG. An Application of Transfer to American Football: From Observation of Raw Video to Control in a Simulated Environment Ai Magazine. 32: 107-125. DOI: 10.1609/Aimag.V32I2.2336  0.374
2011 Fern A, Khardon R, Tadepalli P. The first learning track of the international planning competition Machine Learning. 84: 81-107. DOI: 10.1007/S10994-011-5234-Y  0.431
2008 Mehta N, Natarajan S, Tadepalli P, Fern A. Transfer in variable-reward hierarchical reinforcement learning Machine Learning. 73: 289-312. DOI: 10.1007/S10994-008-5061-Y  0.465
2008 Natarajan S, Tadepalli P, Dietterich TG, Fern A. Learning first-order probabilistic models with combining rules Annals of Mathematics and Artificial Intelligence. 54: 223-256. DOI: 10.1007/S10472-009-9138-5  0.476
2007 Bjarnason R, Tadepalli P, Fern A. Searching Solitaire In Real Time Icga Journal. 30: 131-142. DOI: 10.3233/Icg-2007-30302  0.355
2006 Fern A, Yoon S, Givan R. Approximate policy iteration with a policy language bias: solving relational Markov decision processes Journal of Artificial Intelligence Research. 25: 75-118. DOI: 10.1613/Jair.1700  0.66
2006 Fern A, Givan R, Falsafi B, Vijaykumar TN. Dynamic feature selection for hardware prediction Journal of Systems Architecture. 52: 213-234. DOI: 10.1016/J.Sysarc.2004.12.007  0.643
2006 Fern A, Givan R. Sequential inference with reliable observations: learning to construct force-dynamic models Artificial Intelligence. 170: 1081-1100. DOI: 10.1016/J.Artint.2006.08.003  0.665
2003 Fern A, Givan R. Online Ensemble Learning: An Empirical Study Machine Learning. 53: 71-109. DOI: 10.1023/A:1025619426553  0.694
2002 Fern A, Givan R, Siskind JM. Specific-to-general learning for temporal events with application to learning event definitions from video Journal of Artificial Intelligence Research. 17: 379-449. DOI: 10.1613/Jair.1050  0.686
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