Domain Adaptation Problems: A DASVM Classification Technique and a Circular Validation Strategy

satpal, 2007, Domain Adaptation of Conditional Probability Models via Feature Subsetting, Proc 11th European Conf Principles and Practice of Knowledge Discovery in Databases

ben-david, 2006, Advances in Neural Information Processing Systems 19

10.3115/1610075.1610094

daum�, 2007, Frustratingly Easy Domain Adaptation, Proc 42nd Ann Meeting of the Assoc for Computational Linguistics

10.1016/S0167-8655(02)00053-3

10.1109/36.905255

10.1145/1281192.1281218

dai, 2007, Transferring Na�ve Bayes Classifier for Text Classification, Proc Nat'l Conf Artificial Intelligence

10.1016/S1566-2535(02)00091-X

10.1109/TGRS.2002.803794

10.1109/TPAMI.2002.1046177

bennett, 1998, Advances in neural information processing systems, 10, 368

10.1080/10556780108805809

zhu, 2005, Semi-Supervised Learning Literature Survey

vapnik, 1998, Statistical Learning Theory

10.1007/978-1-4757-2440-0

10.1109/34.683777

10.1109/TPAMI.2002.1033211

10.1016/S0378-3758(00)00115-4

10.1524/stnd.2005.23.4.249

10.1214/aoms/1177729694

10.1098/rspa.1946.0056

10.1109/18.61115

platt, 1998, Advances in Kernel Methods Support Vector Learning, 185

cristianini, 2000, An Introduction to Support Vector Machines

lal, 2004, Advances in Neural Information Processing Systems 17

2008

joachims, 1999, Transductive Inference for Text Classification Using Support Vector Machines, Proc 16th Int'l Conf Machine Learning

10.1109/36.823939

10.3115/1034678.1034699

10.1016/S0167-8655(03)00008-4

dudik, 2005, Advances in Neural Information Processing Systems 17

10.3115/1073445.1073472

huang, 2007, Advances in Neural Information Processing Systems 20

gildea, 2001, Corpus Variation and Parser Performance, Proc 2001 Conf Empirical Methods in Natural Language Processing

ben-david, 2003, Exploiting Task Relatedness for Multiple Task Learning, Proc 16th Ann Conf Learning Theory

chelba, 2004, Adaptation of Maximum Entropy Capitalizer: Little Data Can Help a Lot, Proc 2004 Conf Empirical Methods in Natural Language Processing

10.1145/1015330.1015425

li, 2007, A Bayesian Divergence Prior for Classifier Adaptation, Proc 11th Int'l Conf Artificial Intelligence and Statistics

10.1006/nimg.1999.0504

jiang, 2007, Instance Weighting for Domain Adaptation in NLP, Proc 42nd Ann Meeting of the Assoc for Computational Linguistics

10.1023/A:1007379606734

10.1016/0168-5597(94)90126-0

10.1007/978-1-4615-5529-2

daum�, 2006, Domain Adaptation for Statistical Classifiers, J Artificial Intelligence Research, 26, 101, 10.1613/jair.1872

florian, 2004, A Statistical Model for Multilingual Entity Detection and Tracking, Proc 2004 Conf North Am Chapter of the Assoc for Computational Linguistics and Human Language Technology

wang, 1999, Common Spatial Subspace Decomposition Applied to Analysis of Brain Responses Under Multiple Task Conditions: A Simulation Study, Clinical Neurophysiology, 110, 604, 10.1016/S1388-2457(98)00056-X