Randall Wald

发表

A comparative study of iterative and non-iterative feature selection techniques for software defect prediction

T. Khoshgoftaar, K. Gao, Amri Napolitano, 2013, Information Systems Frontiers.

Threshold-based feature selection techniques for high-dimensional bioinformatics data

Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano, 2012, Network Modeling Analysis in Health Informatics and Bioinformatics.

Deep learning applications and challenges in big data analytics

Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, 2015, Journal of Big Data.

A review of data mining using big data in health informatics

T. Khoshgoftaar, Randall Wald, Matthew Herland, 2014, Journal Of Big Data.

Threshold-based feature selection techniques for high-dimensional bioinformatics data

T. Khoshgoftaar, J. V. Hulse, Amri Napolitano, 2012, Network Modeling Analysis in Health Informatics and Bioinformatics.

Using Twitter Content to Predict Psychopathy

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2012, 2012 11th International Conference on Machine Learning and Applications.

A review of the stability of feature selection techniques for bioinformatics data

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2012, 2012 IEEE 13th International Conference on Information Reuse & Integration (IRI).

Intrusion detection and Big Heterogeneous Data: a Survey

T. Khoshgoftaar, Randall Wald, R. Zuech, 2015, Journal of Big Data.

Hidden dependencies between class imbalance and difficulty of learning for bioinformatics datasets

Taghi M. Khoshgoftaar, Randall Wald, David J. Dittman, 2013, 2013 IEEE 14th International Conference on Information Reuse & Integration (IRI).

Feature Selection with High-Dimensional Imbalanced Data

Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano, 2009, 2009 IEEE International Conference on Data Mining Workshops.

An extensive comparison of feature ranking aggregation techniques in bioinformatics

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2012, 2012 IEEE 13th International Conference on Information Reuse & Integration (IRI).

Robustness of Threshold-Based Feature Rankers with Data Sampling on Noisy and Imbalanced Data

Taghi M. Khoshgoftaar, Randall Wald, Ahmad Abu Shanab, 2012, FLAIRS.

Comparison of Data Sampling Approaches for Imbalanced Bioinformatics Data

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2014, FLAIRS.

A Study on First Order Statistics-Based Feature Selection Techniques on Software Metric Data

Taghi M. Khoshgoftaar, Amri Napolitano, Huanjing Wang, 2013, International Conference on Software Engineering and Knowledge Engineering.

Deep Learning Techniques in Big Data Analytics

Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, 2016, Big Data Technologies and Applications.

Survey of Clinical Data Mining Applications on Big Data in Health Informatics

Taghi M. Khoshgoftaar, Randall Wald, Matthew Herland, 2013, 2013 12th International Conference on Machine Learning and Applications.

A comparative study of iterative and non-iterative feature selection techniques for software defect prediction

Amri Napolitano, Kehan Gao, Randall Wald, 2013, Information Systems Frontiers.

Machine prediction of personality from Facebook profiles

Taghi M. Khoshgoftaar, Randall Wald, Chris Sumner, 2012, 2012 IEEE 13th International Conference on Information Reuse & Integration (IRI).

Using feature selection and classification to build effective and efficient firewalls

Taghi M. Khoshgoftaar, Randall Wald, Flavio Villanustre, 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014).

The effect of noise level and distribution on classification of easy gene microarray data

Taghi M. Khoshgoftaar, Randall Wald, Ahmad Abu Shanab, 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration (IEEE IRI 2014).

Comparative Analysis on the Stability of Feature Selection Techniques Using Three Frameworks on Biological Datasets

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2013, 2013 12th International Conference on Machine Learning and Applications.

Simplifying the Utilization of Machine Learning Techniques for Bioinformatics

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2013, 2013 12th International Conference on Machine Learning and Applications.

Random Forest with 200 Selected Features: An Optimal Model for Bioinformatics Research

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2013, 2013 12th International Conference on Machine Learning and Applications.

Comparison of Stability for Different Families of Filter-Based and Wrapper-Based Feature Selection

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2013, 2013 12th International Conference on Machine Learning and Applications.

Stability of Filter- and Wrapper-Based Feature Subset Selection

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2013, 2013 IEEE 25th International Conference on Tools with Artificial Intelligence.

Comparison of Two Frameworks for Measuring the Stability of Gene-Selection Techniques on Noisy Class-Imbalanced Data

Taghi M. Khoshgoftaar, Randall Wald, Ahmad Abu Shanab, 2013, 2013 IEEE 25th International Conference on Tools with Artificial Intelligence.

Maximizing Classification Performance for Patient Response Datasets

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2013, 2013 IEEE 25th International Conference on Tools with Artificial Intelligence.

How the Choice of Wrapper Learner and Performance Metric Affects Subset Evaluation

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2013, 2013 IEEE 25th International Conference on Tools with Artificial Intelligence.

Should the Same Learners Be Used Both within Wrapper Feature Selection and for Building Classification Models?

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2013, 2013 IEEE 25th International Conference on Tools with Artificial Intelligence.

Which Users Reply to and Interact with Twitter Social Bots?

Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald, 2013, 2013 IEEE 25th International Conference on Tools with Artificial Intelligence.

Comparison of rank-based vs. score-based aggregation for ensemble gene selection