Arie Ben-David

Publication Activity (10 Years)

Years Active: 1989-2015
Publications (10 Years): 0

Top Topics

Multiple Classifiers

Computationally Costly

High Dimensional Datasets

Top Venues

Artif. Intell. Res.

Eng. Appl. Artif. Intell.

Publications

Irena Milstein, Arie Ben-David, Rob Potharst
About the sensitivity of ordinal classifiers to non-monotone noise. Artif. Intell. Res. 4 (2) (2015)
Irena Milstein, Arie Ben-David, Rob Potharst
Generating noisy monotone ordinal datasets. Artif. Intell. Res. 3 (1) (2014)
Uzay Kaymak, Arie Ben-David, Rob Potharst
The AUK: A simple alternative to the AUC. Eng. Appl. Artif. Intell. 25 (5) (2012)
Arie Ben-David, Eibe Frank
Accuracy of machine learning models versus "hand crafted" expert systems - A credit scoring case study. Expert Syst. Appl. 36 (3) (2009)
Arie Ben-David, Leon Sterling, TriDat Tran
Adding monotonicity to learning algorithms may impair their accuracy. Expert Syst. Appl. 36 (3) (2009)
Rob Potharst, Arie Ben-David, Michiel C. van Wezel
Two algorithms for generating structured and unstructured monotone ordinal data sets. Eng. Appl. Artif. Intell. 22 (4-5) (2009)
Arie Ben-David
About the relationship between ROC curves and Cohen's kappa. Eng. Appl. Artif. Intell. 21 (6) (2008)
Arie Ben-David
Rule effectiveness in rule-based systems: A credit scoring case study. Expert Syst. Appl. 34 (4) (2008)
Arie Ben-David
Comparison of classification accuracy using Cohen's Weighted Kappa. Expert Syst. Appl. 34 (2) (2008)
Arie Ben-David
A lot of randomness is hiding in accuracy. Eng. Appl. Artif. Intell. 20 (7) (2007)
Dov Dvir, Arie Ben-David, Arik Sadeh, Aaron J. Shenhar
Critical managerial factors affecting defense projects success: A comparison between neural network and regression analysis. Eng. Appl. Artif. Intell. 19 (5) (2006)
Arie Ben-David, Leon Sterling
Generating rules from examples of human multiattribute decision making should be simple. Expert Syst. Appl. 31 (2) (2006)
Arie Ben-David
What's Wrong with Hit Ratio? IEEE Intell. Syst. 21 (6) (2006)
Arie Ben-David, Gal Ben-David
On the architecture and implementation of parallel ordinal machines. IEEE Trans. Syst. Man Cybern. 25 (1) (1995)
Arie Ben-David, Janice Mandel
Classification Accuracy: Machine Learning vs. Explicit Knowledge Acquisition. Mach. Learn. 18 (1) (1995)
Arie Ben-David
Monotonicity Maintenance in Information-Theoretic Machine Learning Algorithms. Mach. Learn. 19 (1) (1995)
Arie Ben-David
The Relation between Ordinal Problem Space Sizes and the Maximum Number of Ordinal Classification Rules. Comput. Intell. 9 (1993)
Arie Ben-David, Yoh-Han Pao
Self-improving expert systems: An architecture and implementation. Inf. Manag. 22 (6) (1992)
Arie Ben-David, Leon Sterling, Yoh-Han Pao
Learning, classification of monotonic ordinal concepts. Comput. Intell. 5 (1989)