Randall Wald
According to our database1,
Randall Wald
authored at least 74 papers
between 2009 and 2016.
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Bibliography
2016
Proceedings of the Big Data Technologies and Applications, 2016
2015
2014
A comparative study of iterative and non-iterative feature selection techniques for software defect prediction.
Inf. Syst. Frontiers, 2014
Using feature selection and classification to build effective and efficient firewalls.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
The effect of noise level and distribution on classification of easy gene microarray data.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
How ranker and learner choice affects classification performance on noisy bioinformatics data.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
Using Correlation-Based Feature Selection for a Diverse Collection of Bioinformatics Datasets.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
Evaluation of Wrapper-Based Feature Selection Using Hard, Moderate, and Easy Bioinformatics Data.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
2013
Feature Selection for Optimization of Wavelet Packet Decomposition in Reliability Analysis of Systems.
Int. J. Artif. Intell. Tools, 2013
A Study on First Order Statistics-Based Feature Selection Techniques on Software Metric Data.
Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Filter- and wrapper-based feature selection for predicting user interaction with Twitter bots.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Hidden dependencies between class imbalance and difficulty of learning for bioinformatics datasets.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Feature list aggregation approaches for ensemble gene selection on patient response datasets.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Comparison of Two Frameworks for Measuring the Stability of Gene-Selection Techniques on Noisy Class-Imbalanced Data.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Should the Same Learners Be Used Both within Wrapper Feature Selection and for Building Classification Models?
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Comparative Analysis on the Stability of Feature Selection Techniques Using Three Frameworks on Biological Datasets.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Comparison of Stability for Different Families of Filter-Based and Wrapper-Based Feature Selection.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Random Forest with 200 Selected Features: An Optimal Model for Bioinformatics Research.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Survey of Data Cleansing and Monitoring for Large-Scale Battery Backup Installations.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Contrasting Undersampled Boosting with Internal and External Feature Selection for Patient Response Datasets.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013
Classification Performance of Rank Aggregation Techniques for Ensemble Gene Selection.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013
2012
Threshold-based feature selection techniques for high-dimensional bioinformatics data.
Netw. Model. Anal. Health Informatics Bioinform., 2012
Evaluation of the importance of data pre-processing order when combining feature selection and data sampling.
Int. J. Bus. Intell. Data Min., 2012
An Empirical Study of Software Metric Selection Techniques for Defect Prediction.
Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012
A novel dataset-similarity-aware approach for evaluating stability of software metric selection techniques.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Impact of noise and data sampling on stability of feature ranking techniques for biological datasets.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
A New Fixed-Overlap Partitioning Algorithm for Determining Stability of Bioinformatics Gene Rankers.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
First Order Statistics Based Feature Selection: A Diverse and Powerful Family of Feature Seleciton Techniques.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Applying Feature Selection to Short Time Wavelet Transformed Vibration Data for Reliability Analysis of an Ocean Turbine.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Comparing Two New Gene Selection Ensemble Approaches with the Commonly-Used Approach.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Determining the Number of Iterations Appropriate for Ensemble Gene Selection on Microarray Data.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Robustness of Threshold-Based Feature Rankers with Data Sampling on Noisy and Imbalanced Data.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
Similarity analysis of feature ranking techniques on imbalanced DNA microarray datasets.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
2011
Measuring robustness of Feature Selection techniques on software engineering datasets.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011
Comparison of approaches to alleviate problems with high-dimensional and class-imbalanced data.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011
Feature Selection for Vibration Sensor Data Transformed by a Streaming Wavelet Packet Decomposition.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Using Feature Selection to Determine Optimal Depth for Wavelet Packet Decomposition of Vibration Signals for Ocean System Reliability.
Proceedings of the 13th IEEE International Symposium on High-Assurance Systems Engineering, 2011
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
2010
Comparative Analysis of DNA Microarray Data through the Use of Feature Selection Techniques.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
2009
Proceedings of the ICDM Workshops 2009, 2009