# Ali S. Hadi

According to our database

Collaborative distances:

^{1}, Ali S. Hadi authored at least 22 papers between 1995 and 2019.Collaborative distances:

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2019

Anomaly Detection Methods for Categorical Data: A Review.

ACM Comput. Surv., 2019

2016

Pair-wise association measures for categorical and mixed data.

Inf. Sci., 2016

2013

A Data-Driven Method for Selecting Optimal Models Based on Graphical Visualisation of Differences in Sequentially Fitted ROC Model Parameters.

Data Science Journal, 2013

A general approach for automating outliers identification in categorical data.

Proceedings of the ACS International Conference on Computer Systems and Applications, 2013

2011

Ridge and Surrogate Ridge Regressions.

Proceedings of the International Encyclopedia of Statistical Science, 2011

Expert Systems.

Proceedings of the International Encyclopedia of Statistical Science, 2011

2008

Semi-parametric nonlinear regression and transformation using functional networks.

Comput. Stat. Data Anal., 2008

2007

Iterative Least Squares Functional Networks Classifier.

IEEE Trans. Neural Networks, 2007

2006

Derived components regression using the BACON algorithm.

Comput. Stat. Data Anal., 2006

2004

A General Method for Local Sensitivity Analysis With Application to Regression Models and Other Optimization Problems.

Technometrics, 2004

2001

Some Applications of Functional Networks in Statistics and Engineering.

Technometrics, 2001

Optimal Transformations in Multiple Linear Regression Using Functional Networks.

Proceedings of the Connectionist Models of Neurons, 2001

2000

A general framework for functional networks.

Networks, 2000

1999

An expert system for coherent assessment of probabilities in multigraph models.

Networks, 1999

1998

Improving Search-Based Inference in Bayesian Networks.

Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, 1998

1997

Expert Systems and Probabilistic Network Models

Monographs in Computer Science, Springer, ISBN: 978-1-4612-2270-5, 1997

Sensitivity analysis in discrete Bayesian networks.

IEEE Trans. Systems, Man, and Cybernetics, Part A, 1997

Learning and Updating of Uncertainty in Dirichlet Models.

Machine Learning, 1997

Symbolic propagation and sensitivity analysis in Gaussian Bayesian networks with application to damage assessment.

AI in Engineering, 1997

1996

A new method for efficient symbolic propagation in discrete Bayesian networks.

Networks, 1996

Goal Oriented Symbolic Propagation in Bayesian Networks.

Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

1995

Parametric Structure of Probabilities in Bayesian Networks.

Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1995