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author | Calvin <calvin@EESI> | 2013-03-26 13:21:36 -0400 |
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committer | Calvin <calvin@EESI> | 2013-03-26 13:21:36 -0400 |
commit | 94da049a53423a9aca04d8376b75347ca7eadcbe (patch) | |
tree | 75714a7e2b02b4a9cbd51f0d43b16b6e92dbd4f6 /FEAST/FSToolbox/feast.bib | |
parent | 15094127277f73541a1c2f887caf1c7edda7fdb5 (diff) |
moved FEAST Libraries
Diffstat (limited to 'FEAST/FSToolbox/feast.bib')
-rw-r--r-- | FEAST/FSToolbox/feast.bib | 122 |
1 files changed, 122 insertions, 0 deletions
diff --git a/FEAST/FSToolbox/feast.bib b/FEAST/FSToolbox/feast.bib new file mode 100644 index 0000000..2c58f0d --- /dev/null +++ b/FEAST/FSToolbox/feast.bib @@ -0,0 +1,122 @@ +% 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} +} + + |