Relief (feature selection) (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Relief (feature selection)" in English language version.

refsWebsite

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21doi.org

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17nih.gov

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7semanticscholar.org

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7worldcat.org

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3harvard.edu

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2arxiv.org

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1aaai.org

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1ugr.es

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low place

1clopinet.com

low place

1taylorfrancis.com

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1books.google.com

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1psu.edu

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1figshare.com

5,893^rd place

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aaai.org

Kira, Kenji and Rendell, Larry (1992). The Feature Selection Problem: Traditional Methods and a New Algorithm. AAAI-92 Proceedings.

arxiv.org

Urbanowicz, Ryan J.; Meeker, Melissa; LaCava, William; Olson, Randal S.; Moore, Jason H. (2018). "Relief-Based Feature Selection: Introduction and Review". Journal of Biomedical Informatics. 85: 189–203. arXiv:1711.08421. Bibcode:2017arXiv171108421U. doi:10.1016/j.jbi.2018.07.014. PMC 6299836. PMID 30031057.
Urbanowicz, Ryan J.; Olson, Randal S.; Schmitt, Peter; Meeker, Melissa; Moore, Jason H. (2017-11-22). "Benchmarking Relief-Based Feature Selection Methods for Bioinformatics Data Mining". arXiv:1711.08477. Bibcode:2017arXiv171108477U. PMID 30030120.

books.google.com

Todorov, Alexandre (2016-07-08). An Overview of the RELIEF Algorithm and Advancements. MIT Press. ISBN 9780262034685.

clopinet.com

Robnik-Šikonja, Marko, and Kononenko, Igor (1997). An adaptation of Relief for attribute estimation in regression. Machine Learning: Proceedings of the Fourteenth International Conference (ICML’97) (p296-304)

doi.org

Kononenko, Igor (1994-04-06). "Estimating attributes: Analysis and extensions of RELIEF". Machine Learning: ECML-94. Lecture Notes in Computer Science. Vol. 784. Springer, Berlin, Heidelberg. pp. 171–182. doi:10.1007/3-540-57868-4_57. ISBN 978-3540578680. S2CID 8190856.
Urbanowicz, Ryan J.; Meeker, Melissa; LaCava, William; Olson, Randal S.; Moore, Jason H. (2018). "Relief-Based Feature Selection: Introduction and Review". Journal of Biomedical Informatics. 85: 189–203. arXiv:1711.08421. Bibcode:2017arXiv171108421U. doi:10.1016/j.jbi.2018.07.014. PMC 6299836. PMID 30031057.
Kononenko, Igor, Robnik-Sikonja, Marko (2007-10-29). Non-Myopic Feature Quality Evaluation with (R)ReliefF. Chapman and Hall/CRC. pp. 169–192. doi:10.1201/9781584888796-9. ISBN 9780429150418.{{cite book}}: CS1 maint: multiple names: authors list (link)
Moore, Jason H. (2015). "Epistasis Analysis Using ReliefF". Epistasis. Methods in Molecular Biology. Vol. 1253. Humana Press, New York, NY. pp. 315–325. doi:10.1007/978-1-4939-2155-3_17. ISBN 9781493921546. PMID 25403540.
Kohavi, Ron; John, George H (1997-12-01). "Wrappers for feature subset selection". Artificial Intelligence. 97 (1–2): 273–324. doi:10.1016/S0004-3702(97)00043-X. ISSN 0004-3702.
Draper, B.; Kaito, C.; Bins, J. (June 2003). "Iterative Relief". 2003 Conference on Computer Vision and Pattern Recognition Workshop. Vol. 6. p. 62. doi:10.1109/CVPRW.2003.10065. S2CID 17599624.
Sun, Yijun; Li, Jian (2006-06-25). "Iterative RELIEF for feature weighting". Proceedings of the 23rd international conference on Machine learning - ICML '06. ACM. pp. 913–920. CiteSeerX 10.1.1.387.7424. doi:10.1145/1143844.1143959. ISBN 978-1595933836. S2CID 1102692.
Sun, Y. (June 2007). "Iterative RELIEF for Feature Weighting: Algorithms, Theories, and Applications". IEEE Transactions on Pattern Analysis and Machine Intelligence. 29 (6): 1035–1051. doi:10.1109/TPAMI.2007.1093. ISSN 0162-8828. PMID 17431301. S2CID 14087053.
Sun, Y.; Todorovic, S.; Goodison, S. (September 2010). "Local-Learning-Based Feature Selection for High-Dimensional Data Analysis". IEEE Transactions on Pattern Analysis and Machine Intelligence. 32 (9): 1610–1626. doi:10.1109/TPAMI.2009.190. ISSN 0162-8828. PMC 3445441. PMID 20634556.
Moore, Jason H.; White, Bill C. (2007-04-11). "Tuning ReliefF for Genome-Wide Genetic Analysis". Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics. Lecture Notes in Computer Science. Vol. 4447. Springer, Berlin, Heidelberg. pp. 166–175. doi:10.1007/978-3-540-71783-6_16. ISBN 9783540717829.
McKinney, B.A.; Reif, D.M.; White, B.C.; Crowe, J.E.; Moore, J.H. (2007-08-15). "Evaporative cooling feature selection for genotypic data involving interactions". Bioinformatics. 23 (16): 2113–2120. doi:10.1093/bioinformatics/btm317. ISSN 1367-4803. PMC 3988427. PMID 17586549.
Park, H.; Kwon, H. C. (August 2007). "Extended Relief Algorithms in Instance-Based Feature Filtering". Sixth International Conference on Advanced Language Processing and Web Information Technology (ALPIT 2007). pp. 123–128. doi:10.1109/ALPIT.2007.16. ISBN 978-0-7695-2930-1. S2CID 15296546.
Eppstein, M. J.; Haake, P. (September 2008). "Very large scale ReliefF for genome-wide association analysis". 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology. pp. 112–119. doi:10.1109/CIBCB.2008.4675767. ISBN 978-1-4244-1778-0. S2CID 9296768.
Chikhi, Salim; Benhammada, Sadek (2009-11-04). "ReliefMSS: a variation on a feature ranking ReliefF algorithm". International Journal of Business Intelligence and Data Mining. 4 (3/4): 375. doi:10.1504/ijbidm.2009.029085. S2CID 15242788.
Greene, Casey S.; Penrod, Nadia M.; Kiralis, Jeff; Moore, Jason H. (2009-09-22). "Spatially Uniform ReliefF (SURF) for computationally-efficient filtering of gene-gene interactions". BioData Mining. 2 (1): 5. doi:10.1186/1756-0381-2-5. ISSN 1756-0381. PMC 2761303. PMID 19772641.
Greene, Casey S.; Himmelstein, Daniel S.; Kiralis, Jeff; Moore, Jason H. (2010-04-07). "The Informative Extremes: Using Both Nearest and Farthest Individuals Can Improve Relief Algorithms in the Domain of Human Genetics". Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics. Lecture Notes in Computer Science. Vol. 6023. Springer, Berlin, Heidelberg. pp. 182–193. doi:10.1007/978-3-642-12211-8_16. ISBN 9783642122101.
Stokes, Matthew E.; Visweswaran, Shyam (2012-12-03). "Application of a spatially-weighted Relief algorithm for ranking genetic predictors of disease". BioData Mining. 5 (1): 20. doi:10.1186/1756-0381-5-20. ISSN 1756-0381. PMC 3554553. PMID 23198930.
Granizo-Mackenzie, Delaney; Moore, Jason H. (2013-04-03). "Multiple Threshold Spatially Uniform ReliefF for the Genetic Analysis of Complex Human Diseases". Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics. Lecture Notes in Computer Science. Vol. 7833. Springer, Berlin, Heidelberg. pp. 1–10. doi:10.1007/978-3-642-37189-9_1. ISBN 9783642371882.
McKinney, Brett A.; White, Bill C.; Grill, Diane E.; Li, Peter W.; Kennedy, Richard B.; Poland, Gregory A.; Oberg, Ann L. (2013-12-10). "ReliefSeq: A Gene-Wise Adaptive-K Nearest-Neighbor Feature Selection Tool for Finding Gene-Gene Interactions and Main Effects in mRNA-Seq Gene Expression Data". PLOS ONE. 8 (12): e81527. Bibcode:2013PLoSO...881527M. doi:10.1371/journal.pone.0081527. ISSN 1932-6203. PMC 3858248. PMID 24339943.
Le, Trang; Urbanowicz, Ryan; Moore, Jason; McKinney, Brett (18 September 2018). "STatistical Inference Relief (STIR) feature selection". Bioinformatics. 35 (8): 1358–1365. doi:10.1093/bioinformatics/bty788. PMC 6477983. PMID 30239600.
Le, Trang (1 November 2018). "STIR Poster". Figshare. doi:10.6084/m9.figshare.7241417. Retrieved 24 January 2019.

figshare.com

Le, Trang (1 November 2018). "STIR Poster". Figshare. doi:10.6084/m9.figshare.7241417. Retrieved 24 January 2019.

harvard.edu

ui.adsabs.harvard.edu

Urbanowicz, Ryan J.; Meeker, Melissa; LaCava, William; Olson, Randal S.; Moore, Jason H. (2018). "Relief-Based Feature Selection: Introduction and Review". Journal of Biomedical Informatics. 85: 189–203. arXiv:1711.08421. Bibcode:2017arXiv171108421U. doi:10.1016/j.jbi.2018.07.014. PMC 6299836. PMID 30031057.
Urbanowicz, Ryan J.; Olson, Randal S.; Schmitt, Peter; Meeker, Melissa; Moore, Jason H. (2017-11-22). "Benchmarking Relief-Based Feature Selection Methods for Bioinformatics Data Mining". arXiv:1711.08477. Bibcode:2017arXiv171108477U. PMID 30030120.
McKinney, Brett A.; White, Bill C.; Grill, Diane E.; Li, Peter W.; Kennedy, Richard B.; Poland, Gregory A.; Oberg, Ann L. (2013-12-10). "ReliefSeq: A Gene-Wise Adaptive-K Nearest-Neighbor Feature Selection Tool for Finding Gene-Gene Interactions and Main Effects in mRNA-Seq Gene Expression Data". PLOS ONE. 8 (12): e81527. Bibcode:2013PLoSO...881527M. doi:10.1371/journal.pone.0081527. ISSN 1932-6203. PMC 3858248. PMID 24339943.

nih.gov

pubmed.ncbi.nlm.nih.gov

Urbanowicz, Ryan J.; Meeker, Melissa; LaCava, William; Olson, Randal S.; Moore, Jason H. (2018). "Relief-Based Feature Selection: Introduction and Review". Journal of Biomedical Informatics. 85: 189–203. arXiv:1711.08421. Bibcode:2017arXiv171108421U. doi:10.1016/j.jbi.2018.07.014. PMC 6299836. PMID 30031057.
Moore, Jason H. (2015). "Epistasis Analysis Using ReliefF". Epistasis. Methods in Molecular Biology. Vol. 1253. Humana Press, New York, NY. pp. 315–325. doi:10.1007/978-1-4939-2155-3_17. ISBN 9781493921546. PMID 25403540.
Sun, Y. (June 2007). "Iterative RELIEF for Feature Weighting: Algorithms, Theories, and Applications". IEEE Transactions on Pattern Analysis and Machine Intelligence. 29 (6): 1035–1051. doi:10.1109/TPAMI.2007.1093. ISSN 0162-8828. PMID 17431301. S2CID 14087053.
Sun, Y.; Todorovic, S.; Goodison, S. (September 2010). "Local-Learning-Based Feature Selection for High-Dimensional Data Analysis". IEEE Transactions on Pattern Analysis and Machine Intelligence. 32 (9): 1610–1626. doi:10.1109/TPAMI.2009.190. ISSN 0162-8828. PMC 3445441. PMID 20634556.
McKinney, B.A.; Reif, D.M.; White, B.C.; Crowe, J.E.; Moore, J.H. (2007-08-15). "Evaporative cooling feature selection for genotypic data involving interactions". Bioinformatics. 23 (16): 2113–2120. doi:10.1093/bioinformatics/btm317. ISSN 1367-4803. PMC 3988427. PMID 17586549.
Greene, Casey S.; Penrod, Nadia M.; Kiralis, Jeff; Moore, Jason H. (2009-09-22). "Spatially Uniform ReliefF (SURF) for computationally-efficient filtering of gene-gene interactions". BioData Mining. 2 (1): 5. doi:10.1186/1756-0381-2-5. ISSN 1756-0381. PMC 2761303. PMID 19772641.
Urbanowicz, Ryan J.; Olson, Randal S.; Schmitt, Peter; Meeker, Melissa; Moore, Jason H. (2017-11-22). "Benchmarking Relief-Based Feature Selection Methods for Bioinformatics Data Mining". arXiv:1711.08477. Bibcode:2017arXiv171108477U. PMID 30030120.
Stokes, Matthew E.; Visweswaran, Shyam (2012-12-03). "Application of a spatially-weighted Relief algorithm for ranking genetic predictors of disease". BioData Mining. 5 (1): 20. doi:10.1186/1756-0381-5-20. ISSN 1756-0381. PMC 3554553. PMID 23198930.
McKinney, Brett A.; White, Bill C.; Grill, Diane E.; Li, Peter W.; Kennedy, Richard B.; Poland, Gregory A.; Oberg, Ann L. (2013-12-10). "ReliefSeq: A Gene-Wise Adaptive-K Nearest-Neighbor Feature Selection Tool for Finding Gene-Gene Interactions and Main Effects in mRNA-Seq Gene Expression Data". PLOS ONE. 8 (12): e81527. Bibcode:2013PLoSO...881527M. doi:10.1371/journal.pone.0081527. ISSN 1932-6203. PMC 3858248. PMID 24339943.
Le, Trang; Urbanowicz, Ryan; Moore, Jason; McKinney, Brett (18 September 2018). "STatistical Inference Relief (STIR) feature selection". Bioinformatics. 35 (8): 1358–1365. doi:10.1093/bioinformatics/bty788. PMC 6477983. PMID 30239600.

ncbi.nlm.nih.gov

Urbanowicz, Ryan J.; Meeker, Melissa; LaCava, William; Olson, Randal S.; Moore, Jason H. (2018). "Relief-Based Feature Selection: Introduction and Review". Journal of Biomedical Informatics. 85: 189–203. arXiv:1711.08421. Bibcode:2017arXiv171108421U. doi:10.1016/j.jbi.2018.07.014. PMC 6299836. PMID 30031057.
Sun, Y.; Todorovic, S.; Goodison, S. (September 2010). "Local-Learning-Based Feature Selection for High-Dimensional Data Analysis". IEEE Transactions on Pattern Analysis and Machine Intelligence. 32 (9): 1610–1626. doi:10.1109/TPAMI.2009.190. ISSN 0162-8828. PMC 3445441. PMID 20634556.
McKinney, B.A.; Reif, D.M.; White, B.C.; Crowe, J.E.; Moore, J.H. (2007-08-15). "Evaporative cooling feature selection for genotypic data involving interactions". Bioinformatics. 23 (16): 2113–2120. doi:10.1093/bioinformatics/btm317. ISSN 1367-4803. PMC 3988427. PMID 17586549.
Greene, Casey S.; Penrod, Nadia M.; Kiralis, Jeff; Moore, Jason H. (2009-09-22). "Spatially Uniform ReliefF (SURF) for computationally-efficient filtering of gene-gene interactions". BioData Mining. 2 (1): 5. doi:10.1186/1756-0381-2-5. ISSN 1756-0381. PMC 2761303. PMID 19772641.
Stokes, Matthew E.; Visweswaran, Shyam (2012-12-03). "Application of a spatially-weighted Relief algorithm for ranking genetic predictors of disease". BioData Mining. 5 (1): 20. doi:10.1186/1756-0381-5-20. ISSN 1756-0381. PMC 3554553. PMID 23198930.
McKinney, Brett A.; White, Bill C.; Grill, Diane E.; Li, Peter W.; Kennedy, Richard B.; Poland, Gregory A.; Oberg, Ann L. (2013-12-10). "ReliefSeq: A Gene-Wise Adaptive-K Nearest-Neighbor Feature Selection Tool for Finding Gene-Gene Interactions and Main Effects in mRNA-Seq Gene Expression Data". PLOS ONE. 8 (12): e81527. Bibcode:2013PLoSO...881527M. doi:10.1371/journal.pone.0081527. ISSN 1932-6203. PMC 3858248. PMID 24339943.
Le, Trang; Urbanowicz, Ryan; Moore, Jason; McKinney, Brett (18 September 2018). "STatistical Inference Relief (STIR) feature selection". Bioinformatics. 35 (8): 1358–1365. doi:10.1093/bioinformatics/bty788. PMC 6477983. PMID 30239600.

psu.edu

citeseerx.ist.psu.edu

Sun, Yijun; Li, Jian (2006-06-25). "Iterative RELIEF for feature weighting". Proceedings of the 23rd international conference on Machine learning - ICML '06. ACM. pp. 913–920. CiteSeerX 10.1.1.387.7424. doi:10.1145/1143844.1143959. ISBN 978-1595933836. S2CID 1102692.

semanticscholar.org

api.semanticscholar.org

Kononenko, Igor (1994-04-06). "Estimating attributes: Analysis and extensions of RELIEF". Machine Learning: ECML-94. Lecture Notes in Computer Science. Vol. 784. Springer, Berlin, Heidelberg. pp. 171–182. doi:10.1007/3-540-57868-4_57. ISBN 978-3540578680. S2CID 8190856.
Draper, B.; Kaito, C.; Bins, J. (June 2003). "Iterative Relief". 2003 Conference on Computer Vision and Pattern Recognition Workshop. Vol. 6. p. 62. doi:10.1109/CVPRW.2003.10065. S2CID 17599624.
Sun, Yijun; Li, Jian (2006-06-25). "Iterative RELIEF for feature weighting". Proceedings of the 23rd international conference on Machine learning - ICML '06. ACM. pp. 913–920. CiteSeerX 10.1.1.387.7424. doi:10.1145/1143844.1143959. ISBN 978-1595933836. S2CID 1102692.
Sun, Y. (June 2007). "Iterative RELIEF for Feature Weighting: Algorithms, Theories, and Applications". IEEE Transactions on Pattern Analysis and Machine Intelligence. 29 (6): 1035–1051. doi:10.1109/TPAMI.2007.1093. ISSN 0162-8828. PMID 17431301. S2CID 14087053.
Park, H.; Kwon, H. C. (August 2007). "Extended Relief Algorithms in Instance-Based Feature Filtering". Sixth International Conference on Advanced Language Processing and Web Information Technology (ALPIT 2007). pp. 123–128. doi:10.1109/ALPIT.2007.16. ISBN 978-0-7695-2930-1. S2CID 15296546.
Eppstein, M. J.; Haake, P. (September 2008). "Very large scale ReliefF for genome-wide association analysis". 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology. pp. 112–119. doi:10.1109/CIBCB.2008.4675767. ISBN 978-1-4244-1778-0. S2CID 9296768.
Chikhi, Salim; Benhammada, Sadek (2009-11-04). "ReliefMSS: a variation on a feature ranking ReliefF algorithm". International Journal of Business Intelligence and Data Mining. 4 (3/4): 375. doi:10.1504/ijbidm.2009.029085. S2CID 15242788.

taylorfrancis.com

Kononenko, Igor, Robnik-Sikonja, Marko (2007-10-29). Non-Myopic Feature Quality Evaluation with (R)ReliefF. Chapman and Hall/CRC. pp. 169–192. doi:10.1201/9781584888796-9. ISBN 9780429150418.{{cite book}}: CS1 maint: multiple names: authors list (link)

ugr.es

sci2s.ugr.es

Kira, Kenji and Rendell, Larry (1992) A Practical Approach to Feature Selection, Proceedings of the Ninth International Workshop on Machine Learning, p249-256

worldcat.org

search.worldcat.org

Kohavi, Ron; John, George H (1997-12-01). "Wrappers for feature subset selection". Artificial Intelligence. 97 (1–2): 273–324. doi:10.1016/S0004-3702(97)00043-X. ISSN 0004-3702.
Sun, Y. (June 2007). "Iterative RELIEF for Feature Weighting: Algorithms, Theories, and Applications". IEEE Transactions on Pattern Analysis and Machine Intelligence. 29 (6): 1035–1051. doi:10.1109/TPAMI.2007.1093. ISSN 0162-8828. PMID 17431301. S2CID 14087053.
Sun, Y.; Todorovic, S.; Goodison, S. (September 2010). "Local-Learning-Based Feature Selection for High-Dimensional Data Analysis". IEEE Transactions on Pattern Analysis and Machine Intelligence. 32 (9): 1610–1626. doi:10.1109/TPAMI.2009.190. ISSN 0162-8828. PMC 3445441. PMID 20634556.
McKinney, B.A.; Reif, D.M.; White, B.C.; Crowe, J.E.; Moore, J.H. (2007-08-15). "Evaporative cooling feature selection for genotypic data involving interactions". Bioinformatics. 23 (16): 2113–2120. doi:10.1093/bioinformatics/btm317. ISSN 1367-4803. PMC 3988427. PMID 17586549.
Greene, Casey S.; Penrod, Nadia M.; Kiralis, Jeff; Moore, Jason H. (2009-09-22). "Spatially Uniform ReliefF (SURF) for computationally-efficient filtering of gene-gene interactions". BioData Mining. 2 (1): 5. doi:10.1186/1756-0381-2-5. ISSN 1756-0381. PMC 2761303. PMID 19772641.
Stokes, Matthew E.; Visweswaran, Shyam (2012-12-03). "Application of a spatially-weighted Relief algorithm for ranking genetic predictors of disease". BioData Mining. 5 (1): 20. doi:10.1186/1756-0381-5-20. ISSN 1756-0381. PMC 3554553. PMID 23198930.
McKinney, Brett A.; White, Bill C.; Grill, Diane E.; Li, Peter W.; Kennedy, Richard B.; Poland, Gregory A.; Oberg, Ann L. (2013-12-10). "ReliefSeq: A Gene-Wise Adaptive-K Nearest-Neighbor Feature Selection Tool for Finding Gene-Gene Interactions and Main Effects in mRNA-Seq Gene Expression Data". PLOS ONE. 8 (12): e81527. Bibcode:2013PLoSO...881527M. doi:10.1371/journal.pone.0081527. ISSN 1932-6203. PMC 3858248. PMID 24339943.