Results 41 to 50 of about 5,778,654 (336)

Reconstructing decision trees

, 2020
To appear in ICALP ...
Blanc, Guy, Lange, Jane, Tan, Li-Yang
openaire   +4 more sources

CSNL: A cost-sensitive non-linear decision tree algorithm [PDF]

, 2010
This article presents a new decision tree learning algorithm called CSNL that induces Cost-Sensitive Non-Linear decision trees. The algorithm is based on the hypothesis that nonlinear decision nodes provide a better basis than axis-parallel decision ...
Allwein E. L., Bennett K. P., Bradford J., Breslow L., Brown G., Elkan C., Fan W., Kanani P., Knoll U., Martin A., Masnadi-Shirazi H., Pazzani M., Provost F. J., Sunil Vadera, Ting K., Ting K., Turney P., Vadera S., Vadera S., Zadrozny B., Zhu X.   +20 more
core   +3 more sources

Learning Explainable Decision Rules via Maximum Satisfiability

IEEE Access, 2020
Decision trees are a popular choice for providing explainable machine learning, since they make explicit how different features contribute towards the prediction.
Henrik E. C. Cao, Riku Sarlin, Alexander Jung   +2 more
doaj   +1 more source

Application of Event Based Decision Tree and Ensemble of Data Driven Methods for Maintenance Action Recommendation

International Journal of Prognostics and Health Management, 2013
This study presents the methods employed by a team from the department of Mechatronics and Dynamics at the University of Paderborn, Germany for the 2013 PHM data challenge.
James K. Kimotho, Christoph Sondermann-Woelke, Tobias Meyer, Walter Sextro   +3 more
doaj   +1 more source

Decision Stream: Cultivating Deep Decision Trees

, 2017
Various modifications of decision trees have been extensively used during the past years due to their high efficiency and interpretability. Tree node splitting based on relevant feature selection is a key step of decision tree learning, at the same time ...
Ignatov, Andrey, Ignatov, Dmitry
core   +1 more source

Prediction of survival probabilities with Bayesian Decision Trees [PDF]

, 2013
Practitioners use Trauma and Injury Severity Score (TRISS) models for predicting the survival probability of an injured patient. The accuracy of TRISS predictions is acceptable for patients with up to three typical injuries, but unacceptable for patients
Bailey, Becalick, Bishop, Bouamra, Boyd, Breiman, Chawda, Chipman, Chipman, Clermont, Denison, Dietterich, DiRusso, Domingos, Duda, Green, Hadfield, Hall, Hilden, Hunter, Jaimes, Jakaite, Kilgo, Kilgo, Koshy, Kreke, Krzanowski, Kuncheva, Li, Livia Jakaite, Lunn, Millham, Oakland, Osler, Osler, Patil, Quinlan, Robert, Rogers, Rogers, Schetinin, Schetinin, Schetinin, Schetinin, Silva, Steyerberg, Stojadinovic, Sujin, Vapnik, Vitaly Schetinin, Wojtek J. Krzanowski   +50 more
core   +2 more sources

Secure training of decision trees with continuous attributes

IACR Cryptology ePrint Archive, 2020
We apply multiparty computation (MPC) techniques to show, given a database that is secret-shared among multiple mutually distrustful parties, how the parties may obliviously construct a decision tree based on the secret data.
Mark Abspoel, Daniel E. Escudero, Nikolaj Volgushev   +2 more
semanticscholar   +1 more source

Dynamic Decision Trees

Knowledge
Knowledge comes in various forms: scientific, artistic, legal, and many others. For most non-computer scientists, it is far easier to express their knowledge in text than in programming code.
Joseph Vidal, Spriha Jha, Zhenyuan Liang, Ethan Delgado, Bereket Siraw Deneke, Dennis Shasha   +5 more
doaj   +1 more source

Data-Driven EEG Band Discovery with Decision Trees

Sensors, 2022
Electroencephalography (EEG) is a brain imaging technique in which electrodes are placed on the scalp. EEG signals are commonly decomposed into frequency bands called delta, theta, alpha, and beta.
Shawhin Talebi, John Waczak, Bharana A. Fernando, Arjun Sridhar, David J. Lary   +4 more
doaj   +1 more source

Temporary staffing services: a data mining perspective [PDF]

, 2012
Research on the temporary staffing industry discusses different topics ranging from workplace safety to the internationalization of temporary labor. However, there is a lack of data mining studies concerning this topic.
D'Haen, Jeroen, Van den Poel, Dirk
core   +1 more source