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authorCalvin <calvin@EESI>2013-03-26 13:21:36 -0400
committerCalvin <calvin@EESI>2013-03-26 13:21:36 -0400
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+% MIM (Mutual Information Maximisation)
+@inproceedings{MIM,
+ author = {David D. Lewis},
+ title = {Feature Selection and Feature Extraction for Text Categorization},
+ booktitle = {In Proceedings of Speech and Natural Language Workshop},
+ year = {1992},
+ pages = {212--217},
+ publisher = {Morgan Kaufmann}
+}
+
+% MIFS (Mutual Information Feature Selection )
+@article{MIFS,
+ author={Battiti, R.},
+ journal={Neural Networks, IEEE Transactions on},
+ title={Using mutual information for selecting features in supervised neural net learning},
+ year={1994},
+ month={jul},
+ volume={5},
+ number={4},
+ pages={537 -550},
+ ISSN={1045-9227}
+}
+
+% mRMR (minimum Redundancy Maximum Relevance)
+@article{mRMR,
+ title={Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy},
+ author={Peng, H. and Long, F. and Ding, C.},
+ journal={IEEE Transactions on pattern analysis and machine intelligence},
+ pages={1226--1238},
+ year={2005},
+ publisher={Published by the IEEE Computer Society}
+}
+
+% CMIM (Conditional Mutual Information Maximisation)
+@article{CMIM,
+ author = {Fleuret, Fran\c{c}ois},
+ title = {Fast Binary Feature Selection with Conditional Mutual Information},
+ journal = {Journal of Machine Learning Research},
+ volume = {5},
+ month = {December},
+ year = {2004},
+ issn = {1532-4435},
+ pages = {1531--1555},
+ publisher = {JMLR.org}
+}
+
+% JMI (Joint Mutual Information)
+@inproceedings{JMI,
+ title={Feature selection based on joint mutual information},
+ author={Yang, H. and Moody, J.},
+ booktitle={Proceedings of International ICSC Symposium on Advances in Intelligent Data Analysis},
+ pages={22--25},
+ year={1999}
+}
+
+% DISR (Double Input Symmetrical Relevance)
+@incollection{DISR,
+ author = {Meyer, Patrick and Bontempi, Gianluca},
+ title = {On the Use of Variable Complementarity for Feature Selection in Cancer Classification},
+ booktitle = {Applications of Evolutionary Computing},
+ publisher = {Springer Berlin / Heidelberg},
+ pages = {91-102},
+ volume = {3907},
+ url = {http://dx.doi.org/10.1007/11732242_9},
+ year = {2006}
+}
+
+% ICAP (Interaction Capping)
+@article{ICAP,
+ title={Machine learning based on attribute interactions},
+ author={Jakulin, A.},
+ journal={Fakulteta za racunalni{\v{s}}tvo in informatiko, Univerza v Ljubljani},
+ year={2005}
+}
+
+% CIFE (Conditional Informative Feature Extraction)
+@incollection{CIFE
+ author = {Lin, Dahua and Tang, Xiaoou},
+ title = {Conditional Infomax Learning: An Integrated Framework for Feature Extraction and Fusion},
+ booktitle = {Computer Vision – ECCV 2006},
+ series = {Lecture Notes in Computer Science},
+ publisher = {Springer Berlin / Heidelberg},
+ pages = {68-82},
+ volume = {3951},
+ url = {http://dx.doi.org/10.1007/11744023_6},
+ year = {2006}
+}
+
+% Beta Gamma Space
+@inproceedings{BetaGamma,
+ title={A new perspective for information theoretic feature selection},
+ author={Brown, G.},
+ booktitle={12th International Conference on Artificial Intelligence and Statistics},
+ volume={5},
+ pages={49--56},
+ year={2009}
+}
+
+% FCBF (Fast Correlation-Based Filter)
+@article{FCBF,
+ author = {Yu, Lei and Liu, Huan},
+ title = {Efficient Feature Selection via Analysis of Relevance and Redundancy},
+ journal = {Journal of Machine Learning Research},
+ volume = {5},
+ year = {2004},
+ issn = {1532-4435},
+ pages = {1205--1224},
+ publisher = {JMLR.org}
+}
+
+% RELIEF
+@inproceedings{RELIEF,
+ author = {Kira, Kenji and Rendell, Larry A.},
+ title = {The feature selection problem: traditional methods and a new algorithm},
+ booktitle = {Proceedings of the tenth national conference on Artificial intelligence},
+ series = {AAAI'92},
+ year = {1992},
+ pages = {129--134},
+ publisher = {AAAI Press}
+}
+
+