Randall Wald

According to our database1, Randall Wald authored at least 74 papers between 2009 and 2016.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2016
Deep Learning Techniques in Big Data Analytics.
Proceedings of the Big Data Technologies and Applications, 2016

2015
Intrusion detection and Big Heterogeneous Data: a Survey.
J. Big Data, 2015

Deep learning applications and challenges in big data analytics.
J. Big Data, 2015

2014
A review of data mining using big data in health informatics.
J. Big Data, 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

Rotation invariant face recognition survey.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Optimizing Wrapper-Based Feature Selection for Use on Bioinformatics Data.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Combining Feature Selection and Ensemble Learning for Software Quality Estimation.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Comparison of Data Sampling Approaches for Imbalanced Bioinformatics Data.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Network Traffic Prediction Models for Near- and Long-Term Predictions.
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

Predicting susceptibility to social bots on Twitter.
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

The importance of performance metrics within wrapper feature selection.
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

The use of balance-aware subsampling for bioinformatics datasets.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

Patient response datasets: Challenges and opportunities.
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

A survey of stability analysis of feature subset selection techniques.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

Gene selection stability's dependence on dataset difficulty.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

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

Which Users Reply to and Interact with Twitter Social Bots?
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

How the Choice of Wrapper Learner and Performance Metric Affects Subset Evaluation.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Stability of Filter- and Wrapper-Based Feature Subset Selection.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

A Review of Ensemble Classification for DNA Microarrays Data.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Maximizing Classification Performance for Patient Response Datasets.
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

Survey of Clinical Data Mining Applications on Big Data in Health Informatics.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Simplifying the Utilization of Machine Learning Techniques for Bioinformatics.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Ensemble Gene Selection Versus Single Gene Selection: Which Is Better?
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
Vibration analysis for ocean turbine reliability models.
PhD thesis, 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

Machine prediction of personality from Facebook profiles.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

An extensive comparison of feature ranking aggregation techniques in bioinformatics.
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

A review of the stability of feature selection techniques for bioinformatics data.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

A Comparative Study on the Stability of Software Metric Selection Techniques.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Using Twitter Content to Predict Psychopathy.
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

Mean Aggregation versus Robust Rank Aggregation for Ensemble Gene Selection.
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

The Effect of Number of Iterations on Ensemble Gene Selection.
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

The effect of measurement approach and noise level on gene selection stability.
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

Fourier transforms for vibration analysis: A review and case study.
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

Impact of Noise and Data Sampling on Stability of Feature Selection.
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

Stability Analysis of Feature Ranking Techniques on Biological Datasets.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

Random forest: A reliable tool for patient response prediction.
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
Feature Selection with High-Dimensional Imbalanced Data.
Proceedings of the ICDM Workshops 2009, 2009


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