Decision tree learning (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Decision tree learning" in English language version.

refsWebsite

Global rank English rank

28doi.org

2^nd place

16semanticscholar.org

11^th place

8^th place

9nih.gov

4^th place

6psu.edu

207^th place

136^th place

5worldcat.org

5^th place

4web.archive.org

1^st place

2handle.net

102^nd place

76^th place

2arxiv.org

69^th place

59^th place

2jstor.org

26^th place

20^th place

2researchgate.net

120^th place

125^th place

2archive.org

6^th place

2tau.ac.il

4,464^th place

4,468^th place

1sagepub.com

731^st place

638^th place

1huji.ac.il

3,903^rd place

3,632^nd place

1springer.com

274^th place

309^th place

1temple.edu

8,886^th place

5,230^th place

1mit.edu

415^th place

327^th place

1jmlr.org

low place

1harvard.edu

18^th place

17^th place

1sciencedirect.com

149^th place

178^th place

1d-nb.info

511^th place

7,028^th place

1mathworks.com

6,214^th place

4,509^th place

1nyu.edu

1,174^th place

773^rd place

1monash.edu.au

8,084^th place

5,775^th place

1gatree.com

low place

archive.org

Witten, Ian; Frank, Eibe; Hall, Mark (2011). Data Mining. Burlington, MA: Morgan Kaufmann. pp. 102–103. ISBN 978-0-12-374856-0.
Gareth, James; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert (2015). An Introduction to Statistical Learning. New York: Springer. pp. 315. ISBN 978-1-4614-7137-0.

arxiv.org

Letham, Ben; Rudin, Cynthia; McCormick, Tyler; Madigan, David (2015). "Interpretable Classifiers Using Rules And Bayesian Analysis: Building A Better Stroke Prediction Model". Annals of Applied Statistics. 9 (3): 1350–1371. arXiv:1511.01644. doi:10.1214/15-AOAS848. S2CID 17699665.
Painsky, Amichai; Rosset, Saharon (2017). "Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance". IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (11): 2142–2153. arXiv:1512.03444. doi:10.1109/TPAMI.2016.2636831. PMID 28114007. S2CID 5381516.

d-nb.info

Najmann, Oliver (1992). Techniques and heuristics for acquiring symbolic knowledge from examples (Thesis). Doctoral thesis.

doi.org

Studer, Matthias; Ritschard, Gilbert; Gabadinho, Alexis; Müller, Nicolas S. (2011). "Discrepancy Analysis of State Sequences". Sociological Methods & Research. 40 (3): 471–510. doi:10.1177/0049124111415372. ISSN 0049-1241. S2CID 13307797.
Wu, Xindong; Kumar, Vipin; Ross Quinlan, J.; Ghosh, Joydeep; Yang, Qiang; Motoda, Hiroshi; McLachlan, Geoffrey J.; Ng, Angus; Liu, Bing; Yu, Philip S.; Zhou, Zhi-Hua (2008-01-01). "Top 10 algorithms in data mining". Knowledge and Information Systems. 14 (1): 1–37. doi:10.1007/s10115-007-0114-2. hdl:10983/15329. ISSN 0219-3116. S2CID 2367747.
Rokach, Lior; Maimon, O. (2014). Data mining with decision trees: theory and applications, 2nd Edition. World Scientific Pub Co Inc. doi:10.1142/9097. ISBN 978-9814590075. S2CID 44697571.
Quinlan, J. R. (1986). "Induction of decision trees" (PDF). Machine Learning. 1: 81–106. doi:10.1007/BF00116251. S2CID 189902138.
Rokach, L.; Maimon, O. (2005). "Top-down induction of decision trees classifiers-a survey". IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews. 35 (4): 476–487. CiteSeerX 10.1.1.458.7031. doi:10.1109/TSMCC.2004.843247. S2CID 14808716.
Breiman, L. (1996). "Bagging Predictors". Machine Learning. 24 (2): 123–140. doi:10.1007/BF00058655.
Rodriguez, J. J.; Kuncheva, L. I.; Alonso, C. J. (2006). "Rotation forest: A new classifier ensemble method". IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (10): 1619–1630. CiteSeerX 10.1.1.156.8277. doi:10.1109/TPAMI.2006.211. PMID 16986543. S2CID 6847493.
Rivest, Ron (Nov 1987). "Learning Decision Lists" (PDF). Machine Learning. 3 (2): 229–246. doi:10.1023/A:1022607331053. S2CID 30625841.
Letham, Ben; Rudin, Cynthia; McCormick, Tyler; Madigan, David (2015). "Interpretable Classifiers Using Rules And Bayesian Analysis: Building A Better Stroke Prediction Model". Annals of Applied Statistics. 9 (3): 1350–1371. arXiv:1511.01644. doi:10.1214/15-AOAS848. S2CID 17699665.
Murthy, S. K. (1994). "A System for Induction of Oblique Decision Trees". Journal of Artificial Intelligence Research. 2 (1): 1–32. doi:10.1613/jair.63.
Kass, G. V. (1980). "An exploratory technique for investigating large quantities of categorical data". Applied Statistics. 29 (2): 119–127. doi:10.2307/2986296. JSTOR 2986296.
Biggs, David; De Ville, Barry; Suen, Ed (1991). "A method of choosing multiway partitions for classification and decision trees". Journal of Applied Statistics. 18 (1): 49–62. Bibcode:1991JApSt..18...49B. doi:10.1080/02664769100000005. ISSN 0266-4763.
Hothorn, T.; Hornik, K.; Zeileis, A. (2006). "Unbiased Recursive Partitioning: A Conditional Inference Framework". Journal of Computational and Graphical Statistics. 15 (3): 651–674. CiteSeerX 10.1.1.527.2935. doi:10.1198/106186006X133933. JSTOR 27594202. S2CID 6074128.
Strobl, C.; Malley, J.; Tutz, G. (2009). "An Introduction to Recursive Partitioning: Rationale, Application and Characteristics of Classification and Regression Trees, Bagging and Random Forests". Psychological Methods. 14 (4): 323–348. doi:10.1037/a0016973. PMC 2927982. PMID 19968396.
Janikow, C. Z. (1998). "Fuzzy decision trees: issues and methods". IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics. 28 (1): 1–14. doi:10.1109/3477.658573. PMID 18255917.
Barsacchi, M.; Bechini, A.; Marcelloni, F. (2020). "An analysis of boosted ensembles of binary fuzzy decision trees". Expert Systems with Applications. 154: 113436. doi:10.1016/j.eswa.2020.113436. S2CID 216369273.
Hu, Liangyuan; Li, Lihua (2022-12-01). "Using Tree-Based Machine Learning for Health Studies: Literature Review and Case Series". International Journal of Environmental Research and Public Health. 19 (23): 16080. doi:10.3390/ijerph192316080. ISSN 1660-4601. PMC 9736500. PMID 36498153.
Piryonesi S. Madeh; El-Diraby Tamer E. (2020-06-01). "Role of Data Analytics in Infrastructure Asset Management: Overcoming Data Size and Quality Problems". Journal of Transportation Engineering, Part B: Pavements. 146 (2): 04020022. doi:10.1061/JPEODX.0000175. S2CID 216485629.
Mehtaa, Dinesh; Raghavan, Vijay (2002). "Decision tree approximations of Boolean functions". Theoretical Computer Science. 270 (1–2): 609–623. doi:10.1016/S0304-3975(01)00011-1.
Hyafil, Laurent; Rivest, RL (1976). "Constructing Optimal Binary Decision Trees is NP-complete". Information Processing Letters. 5 (1): 15–17. doi:10.1016/0020-0190(76)90095-8.
Ben-Gal I. Dana A., Shkolnik N. and Singer (2014). "Efficient Construction of Decision Trees by the Dual Information Distance Method" (PDF). Quality Technology & Quantitative Management. 11 (1): 133–147. doi:10.1080/16843703.2014.11673330. S2CID 7025979. Archived from the original (PDF) on 2016-06-04. Retrieved 2014-02-13.
Principles of Data Mining. 2007. doi:10.1007/978-1-84628-766-4. ISBN 978-1-84628-765-7. S2CID 45746.
Quinlan, J. Ross (1986). "Induction of Decision Trees". Machine Learning. 1 (1): 81–106. doi:10.1007/BF00116251.
Brandmaier, Andreas M.; Oertzen, Timo von; McArdle, John J.; Lindenberger, Ulman (2012). "Structural equation model trees". Psychological Methods. 18 (1): 71–86. doi:10.1037/a0030001. hdl:11858/00-001M-0000-0024-EA33-9. PMC 4386908. PMID 22984789.
Painsky, Amichai; Rosset, Saharon (2017). "Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance". IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (11): 2142–2153. arXiv:1512.03444. doi:10.1109/TPAMI.2016.2636831. PMID 28114007. S2CID 5381516.
Barros, Rodrigo C.; Basgalupp, M. P.; Carvalho, A. C. P. L. F.; Freitas, Alex A. (2012). "A Survey of Evolutionary Algorithms for Decision-Tree Induction". IEEE Transactions on Systems, Man, and Cybernetics. Part C: Applications and Reviews. 42 (3): 291–312. CiteSeerX 10.1.1.308.9068. doi:10.1109/TSMCC.2011.2157494. S2CID 365692.
Chipman, Hugh A.; George, Edward I.; McCulloch, Robert E. (1998). "Bayesian CART model search". Journal of the American Statistical Association. 93 (443): 935–948. CiteSeerX 10.1.1.211.5573. doi:10.1080/01621459.1998.10473750.
Barros, R. C.; Cerri, R.; Jaskowiak, P. A.; Carvalho, A. C. P. L. F. (2011). "A bottom-up oblique decision tree induction algorithm". Proceedings of the 11th International Conference on Intelligent Systems Design and Applications (ISDA 2011). pp. 450–456. doi:10.1109/ISDA.2011.6121697. ISBN 978-1-4577-1676-8. S2CID 15574923.

gatree.com

Papagelis, A.; Kalles, D. (2001). "Breeding Decision Trees Using Evolutionary Techniques" (PDF). Proceedings of the Eighteenth International Conference on Machine Learning, June 28–July 1, 2001. pp. 393–400.

handle.net

hdl.handle.net

Wu, Xindong; Kumar, Vipin; Ross Quinlan, J.; Ghosh, Joydeep; Yang, Qiang; Motoda, Hiroshi; McLachlan, Geoffrey J.; Ng, Angus; Liu, Bing; Yu, Philip S.; Zhou, Zhi-Hua (2008-01-01). "Top 10 algorithms in data mining". Knowledge and Information Systems. 14 (1): 1–37. doi:10.1007/s10115-007-0114-2. hdl:10983/15329. ISSN 0219-3116. S2CID 2367747.
Brandmaier, Andreas M.; Oertzen, Timo von; McArdle, John J.; Lindenberger, Ulman (2012). "Structural equation model trees". Psychological Methods. 18 (1): 71–86. doi:10.1037/a0030001. hdl:11858/00-001M-0000-0024-EA33-9. PMC 4386908. PMID 22984789.

harvard.edu

ui.adsabs.harvard.edu

Biggs, David; De Ville, Barry; Suen, Ed (1991). "A method of choosing multiway partitions for classification and decision trees". Journal of Applied Statistics. 18 (1): 49–62. Bibcode:1991JApSt..18...49B. doi:10.1080/02664769100000005. ISSN 0266-4763.

huji.ac.il

cs.huji.ac.il

Shalev-Shwartz, Shai; Ben-David, Shai (2014). "18. Decision Trees". Understanding Machine Learning. Cambridge University Press.

jmlr.org

Wang, Fulton; Rudin, Cynthia (2015). "Falling Rule Lists" (PDF). Journal of Machine Learning Research. 38. Archived from the original (PDF) on 2016-01-28. Retrieved 2016-01-22.

jstor.org

Kass, G. V. (1980). "An exploratory technique for investigating large quantities of categorical data". Applied Statistics. 29 (2): 119–127. doi:10.2307/2986296. JSTOR 2986296.
Hothorn, T.; Hornik, K.; Zeileis, A. (2006). "Unbiased Recursive Partitioning: A Conditional Inference Framework". Journal of Computational and Graphical Statistics. 15 (3): 651–674. CiteSeerX 10.1.1.527.2935. doi:10.1198/106186006X133933. JSTOR 27594202. S2CID 6074128.

mathworks.com

"Growing Decision Trees". MathWorks.

mit.edu

people.csail.mit.edu

Rivest, Ron (Nov 1987). "Learning Decision Lists" (PDF). Machine Learning. 3 (2): 229–246. doi:10.1023/A:1022607331053. S2CID 30625841.

monash.edu.au

csse.monash.edu.au

Tan & Dowe (2003)

nih.gov

pubmed.ncbi.nlm.nih.gov

Rodriguez, J. J.; Kuncheva, L. I.; Alonso, C. J. (2006). "Rotation forest: A new classifier ensemble method". IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (10): 1619–1630. CiteSeerX 10.1.1.156.8277. doi:10.1109/TPAMI.2006.211. PMID 16986543. S2CID 6847493.
Strobl, C.; Malley, J.; Tutz, G. (2009). "An Introduction to Recursive Partitioning: Rationale, Application and Characteristics of Classification and Regression Trees, Bagging and Random Forests". Psychological Methods. 14 (4): 323–348. doi:10.1037/a0016973. PMC 2927982. PMID 19968396.
Janikow, C. Z. (1998). "Fuzzy decision trees: issues and methods". IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics. 28 (1): 1–14. doi:10.1109/3477.658573. PMID 18255917.
Hu, Liangyuan; Li, Lihua (2022-12-01). "Using Tree-Based Machine Learning for Health Studies: Literature Review and Case Series". International Journal of Environmental Research and Public Health. 19 (23): 16080. doi:10.3390/ijerph192316080. ISSN 1660-4601. PMC 9736500. PMID 36498153.
Brandmaier, Andreas M.; Oertzen, Timo von; McArdle, John J.; Lindenberger, Ulman (2012). "Structural equation model trees". Psychological Methods. 18 (1): 71–86. doi:10.1037/a0030001. hdl:11858/00-001M-0000-0024-EA33-9. PMC 4386908. PMID 22984789.
Painsky, Amichai; Rosset, Saharon (2017). "Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance". IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (11): 2142–2153. arXiv:1512.03444. doi:10.1109/TPAMI.2016.2636831. PMID 28114007. S2CID 5381516.

ncbi.nlm.nih.gov

Strobl, C.; Malley, J.; Tutz, G. (2009). "An Introduction to Recursive Partitioning: Rationale, Application and Characteristics of Classification and Regression Trees, Bagging and Random Forests". Psychological Methods. 14 (4): 323–348. doi:10.1037/a0016973. PMC 2927982. PMID 19968396.
Hu, Liangyuan; Li, Lihua (2022-12-01). "Using Tree-Based Machine Learning for Health Studies: Literature Review and Case Series". International Journal of Environmental Research and Public Health. 19 (23): 16080. doi:10.3390/ijerph192316080. ISSN 1660-4601. PMC 9736500. PMID 36498153.
Brandmaier, Andreas M.; Oertzen, Timo von; McArdle, John J.; Lindenberger, Ulman (2012). "Structural equation model trees". Psychological Methods. 18 (1): 71–86. doi:10.1037/a0030001. hdl:11858/00-001M-0000-0024-EA33-9. PMC 4386908. PMID 22984789.

nyu.edu

cs.nyu.edu

Murthy S. (1998). "Automatic construction of decision trees from data: A multidisciplinary survey". Data Mining and Knowledge Discovery

psu.edu

citeseerx.ist.psu.edu

Rokach, L.; Maimon, O. (2005). "Top-down induction of decision trees classifiers-a survey". IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews. 35 (4): 476–487. CiteSeerX 10.1.1.458.7031. doi:10.1109/TSMCC.2004.843247. S2CID 14808716.
Rodriguez, J. J.; Kuncheva, L. I.; Alonso, C. J. (2006). "Rotation forest: A new classifier ensemble method". IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (10): 1619–1630. CiteSeerX 10.1.1.156.8277. doi:10.1109/TPAMI.2006.211. PMID 16986543. S2CID 6847493.
Hothorn, T.; Hornik, K.; Zeileis, A. (2006). "Unbiased Recursive Partitioning: A Conditional Inference Framework". Journal of Computational and Graphical Statistics. 15 (3): 651–674. CiteSeerX 10.1.1.527.2935. doi:10.1198/106186006X133933. JSTOR 27594202. S2CID 6074128.
Barros, Rodrigo C.; Basgalupp, M. P.; Carvalho, A. C. P. L. F.; Freitas, Alex A. (2012). "A Survey of Evolutionary Algorithms for Decision-Tree Induction". IEEE Transactions on Systems, Man, and Cybernetics. Part C: Applications and Reviews. 42 (3): 291–312. CiteSeerX 10.1.1.308.9068. doi:10.1109/TSMCC.2011.2157494. S2CID 365692.
Chipman, Hugh A.; George, Edward I.; McCulloch, Robert E. (1998). "Bayesian CART model search". Journal of the American Statistical Association. 93 (443): 935–948. CiteSeerX 10.1.1.211.5573. doi:10.1080/01621459.1998.10473750.

citeseer.ist.psu.edu

"CiteSeerX".

researchgate.net

Ritschard, G. (2013), "CHAID and Earlier Supervised Tree Methods", in J.J. McArdle and G. Ritschard (eds), Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences, Quantitative Methodology Series, New York: Routledge, pages 48-74. Preprint
Deng, H.; Runger, G.; Tuv, E. (2011). Bias of importance measures for multi-valued attributes and solutions. Proceedings of the 21st International Conference on Artificial Neural Networks (ICANN). pp. 293–300.

sagepub.com

journals.sagepub.com

Studer, Matthias; Ritschard, Gilbert; Gabadinho, Alexis; Müller, Nicolas S. (2011). "Discrepancy Analysis of State Sequences". Sociological Methods & Research. 40 (3): 471–510. doi:10.1177/0049124111415372. ISSN 0049-1241. S2CID 13307797.

sciencedirect.com

Barsacchi, M.; Bechini, A.; Marcelloni, F. (2020). "An analysis of boosted ensembles of binary fuzzy decision trees". Expert Systems with Applications. 154: 113436. doi:10.1016/j.eswa.2020.113436. S2CID 216369273.

semanticscholar.org

api.semanticscholar.org

Studer, Matthias; Ritschard, Gilbert; Gabadinho, Alexis; Müller, Nicolas S. (2011). "Discrepancy Analysis of State Sequences". Sociological Methods & Research. 40 (3): 471–510. doi:10.1177/0049124111415372. ISSN 0049-1241. S2CID 13307797.
Wu, Xindong; Kumar, Vipin; Ross Quinlan, J.; Ghosh, Joydeep; Yang, Qiang; Motoda, Hiroshi; McLachlan, Geoffrey J.; Ng, Angus; Liu, Bing; Yu, Philip S.; Zhou, Zhi-Hua (2008-01-01). "Top 10 algorithms in data mining". Knowledge and Information Systems. 14 (1): 1–37. doi:10.1007/s10115-007-0114-2. hdl:10983/15329. ISSN 0219-3116. S2CID 2367747.
Rokach, Lior; Maimon, O. (2014). Data mining with decision trees: theory and applications, 2nd Edition. World Scientific Pub Co Inc. doi:10.1142/9097. ISBN 978-9814590075. S2CID 44697571.
Quinlan, J. R. (1986). "Induction of decision trees" (PDF). Machine Learning. 1: 81–106. doi:10.1007/BF00116251. S2CID 189902138.
Rokach, L.; Maimon, O. (2005). "Top-down induction of decision trees classifiers-a survey". IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews. 35 (4): 476–487. CiteSeerX 10.1.1.458.7031. doi:10.1109/TSMCC.2004.843247. S2CID 14808716.
Rodriguez, J. J.; Kuncheva, L. I.; Alonso, C. J. (2006). "Rotation forest: A new classifier ensemble method". IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (10): 1619–1630. CiteSeerX 10.1.1.156.8277. doi:10.1109/TPAMI.2006.211. PMID 16986543. S2CID 6847493.
Rivest, Ron (Nov 1987). "Learning Decision Lists" (PDF). Machine Learning. 3 (2): 229–246. doi:10.1023/A:1022607331053. S2CID 30625841.
Letham, Ben; Rudin, Cynthia; McCormick, Tyler; Madigan, David (2015). "Interpretable Classifiers Using Rules And Bayesian Analysis: Building A Better Stroke Prediction Model". Annals of Applied Statistics. 9 (3): 1350–1371. arXiv:1511.01644. doi:10.1214/15-AOAS848. S2CID 17699665.
Hothorn, T.; Hornik, K.; Zeileis, A. (2006). "Unbiased Recursive Partitioning: A Conditional Inference Framework". Journal of Computational and Graphical Statistics. 15 (3): 651–674. CiteSeerX 10.1.1.527.2935. doi:10.1198/106186006X133933. JSTOR 27594202. S2CID 6074128.
Barsacchi, M.; Bechini, A.; Marcelloni, F. (2020). "An analysis of boosted ensembles of binary fuzzy decision trees". Expert Systems with Applications. 154: 113436. doi:10.1016/j.eswa.2020.113436. S2CID 216369273.
Piryonesi S. Madeh; El-Diraby Tamer E. (2020-06-01). "Role of Data Analytics in Infrastructure Asset Management: Overcoming Data Size and Quality Problems". Journal of Transportation Engineering, Part B: Pavements. 146 (2): 04020022. doi:10.1061/JPEODX.0000175. S2CID 216485629.
Ben-Gal I. Dana A., Shkolnik N. and Singer (2014). "Efficient Construction of Decision Trees by the Dual Information Distance Method" (PDF). Quality Technology & Quantitative Management. 11 (1): 133–147. doi:10.1080/16843703.2014.11673330. S2CID 7025979. Archived from the original (PDF) on 2016-06-04. Retrieved 2014-02-13.
Principles of Data Mining. 2007. doi:10.1007/978-1-84628-766-4. ISBN 978-1-84628-765-7. S2CID 45746.
Painsky, Amichai; Rosset, Saharon (2017). "Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance". IEEE Transactions on Pattern Analysis and Machine Intelligence. 39 (11): 2142–2153. arXiv:1512.03444. doi:10.1109/TPAMI.2016.2636831. PMID 28114007. S2CID 5381516.
Barros, Rodrigo C.; Basgalupp, M. P.; Carvalho, A. C. P. L. F.; Freitas, Alex A. (2012). "A Survey of Evolutionary Algorithms for Decision-Tree Induction". IEEE Transactions on Systems, Man, and Cybernetics. Part C: Applications and Reviews. 42 (3): 291–312. CiteSeerX 10.1.1.308.9068. doi:10.1109/TSMCC.2011.2157494. S2CID 365692.
Barros, R. C.; Cerri, R.; Jaskowiak, P. A.; Carvalho, A. C. P. L. F. (2011). "A bottom-up oblique decision tree induction algorithm". Proceedings of the 11th International Conference on Intelligent Systems Design and Applications (ISDA 2011). pp. 450–456. doi:10.1109/ISDA.2011.6121697. ISBN 978-1-4577-1676-8. S2CID 15574923.

springer.com

link.springer.com

Quinlan, J. R. (1986). "Induction of decision trees" (PDF). Machine Learning. 1: 81–106. doi:10.1007/BF00116251. S2CID 189902138.

tau.ac.il

eng.tau.ac.il

Ben-Gal I. Dana A., Shkolnik N. and Singer (2014). "Efficient Construction of Decision Trees by the Dual Information Distance Method" (PDF). Quality Technology & Quantitative Management. 11 (1): 133–147. doi:10.1080/16843703.2014.11673330. S2CID 7025979. Archived from the original (PDF) on 2016-06-04. Retrieved 2014-02-13.
Ben-Gal I. and Trister C. (2015). "Parallel Construction of Decision Trees with Consistently Non Increasing Expected Number of Tests" (PDF). Applied Stochastic Models in Business and Industry, Vol. 31(1) 64-78. Archived from the original (PDF) on 2021-02-05. Retrieved 2021-01-30.{{cite web}}: CS1 maint: numeric names: authors list (link)

temple.edu

astro.temple.edu

Friedman, J. H. (1999). Stochastic gradient boosting Archived 2018-11-28 at the Wayback Machine. Stanford University.

web.archive.org

Friedman, J. H. (1999). Stochastic gradient boosting Archived 2018-11-28 at the Wayback Machine. Stanford University.
Wang, Fulton; Rudin, Cynthia (2015). "Falling Rule Lists" (PDF). Journal of Machine Learning Research. 38. Archived from the original (PDF) on 2016-01-28. Retrieved 2016-01-22.
Ben-Gal I. Dana A., Shkolnik N. and Singer (2014). "Efficient Construction of Decision Trees by the Dual Information Distance Method" (PDF). Quality Technology & Quantitative Management. 11 (1): 133–147. doi:10.1080/16843703.2014.11673330. S2CID 7025979. Archived from the original (PDF) on 2016-06-04. Retrieved 2014-02-13.
Ben-Gal I. and Trister C. (2015). "Parallel Construction of Decision Trees with Consistently Non Increasing Expected Number of Tests" (PDF). Applied Stochastic Models in Business and Industry, Vol. 31(1) 64-78. Archived from the original (PDF) on 2021-02-05. Retrieved 2021-01-30.{{cite web}}: CS1 maint: numeric names: authors list (link)

worldcat.org

search.worldcat.org

Studer, Matthias; Ritschard, Gilbert; Gabadinho, Alexis; Müller, Nicolas S. (2011). "Discrepancy Analysis of State Sequences". Sociological Methods & Research. 40 (3): 471–510. doi:10.1177/0049124111415372. ISSN 0049-1241. S2CID 13307797.
Wu, Xindong; Kumar, Vipin; Ross Quinlan, J.; Ghosh, Joydeep; Yang, Qiang; Motoda, Hiroshi; McLachlan, Geoffrey J.; Ng, Angus; Liu, Bing; Yu, Philip S.; Zhou, Zhi-Hua (2008-01-01). "Top 10 algorithms in data mining". Knowledge and Information Systems. 14 (1): 1–37. doi:10.1007/s10115-007-0114-2. hdl:10983/15329. ISSN 0219-3116. S2CID 2367747.
Biggs, David; De Ville, Barry; Suen, Ed (1991). "A method of choosing multiway partitions for classification and decision trees". Journal of Applied Statistics. 18 (1): 49–62. Bibcode:1991JApSt..18...49B. doi:10.1080/02664769100000005. ISSN 0266-4763.
Hu, Liangyuan; Li, Lihua (2022-12-01). "Using Tree-Based Machine Learning for Health Studies: Literature Review and Case Series". International Journal of Environmental Research and Public Health. 19 (23): 16080. doi:10.3390/ijerph192316080. ISSN 1660-4601. PMC 9736500. PMID 36498153.
Provost, Foster, 1964- (2013). Data science for business : [what you need to know about data mining and data-analytic thinking]. Fawcett, Tom. (1st ed.). Sebastopol, Calif.: O'Reilly. ISBN 978-1-4493-6132-7. OCLC 844460899.{{cite book}}: CS1 maint: multiple names: authors list (link) CS1 maint: numeric names: authors list (link)