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Randall Wald

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

60

Venues

7

Active years

2009–2014

Best venue rank

A*

Where they publish

Papers

60 indexed papers, newest first.

YearVenueTitleAuthors
2014BIBEEvaluation of Wrapper-Based Feature Selection Using Hard, Moderate, and Easy Bioinformatics Data.Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald
2014BIBEUsing Correlation-Based Feature Selection for a Diverse Collection of Bioinformatics Datasets.Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2014BIBENetwork Traffic Prediction Models for Near- and Long-Term Predictions.Randall Wald, Taghi M. Khoshgoftaar, Richard Zuech, Amri Napolitano
2014FlAIRSComparison of Data Sampling Approaches for Imbalanced Bioinformatics Data.David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2014FlAIRSCombining Feature Selection and Ensemble Learning for Software Quality Estimation.Kehan Gao, Taghi M. Khoshgoftaar, Randall Wald
2014FlAIRSOptimizing Wrapper-Based Feature Selection for Use on Bioinformatics Data.Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2014IRIRotation invariant face recognition survey.Gabriel Castaneda Oscos, Taghi M. Khoshgoftaar, Randall Wald
2014IRIHow ranker and learner choice affects classification performance on noisy bioinformatics data.Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2014IRIThe effect of noise level and distribution on classification of easy gene microarray data.Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab
2014IRIUsing feature selection and classification to build effective and efficient firewalls.Randall Wald, Flavio Villanustre, Taghi M. Khoshgoftaar, Richard Zuech, Jarvis Robinson, Edin Muharemagic
2013FlAIRSClassification Performance of Rank Aggregation Techniques for Ensemble Gene Selection.David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2013FlAIRSEnsemble Gene Selection Versus Single Gene Selection: Which Is Better?Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman
2013ICMLASimplifying the Utilization of Machine Learning Techniques for Bioinformatics.David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2013ICMLASurvey of Clinical Data Mining Applications on Big Data in Health Informatics.Matthew Herland, Taghi M. Khoshgoftaar, Randall Wald
2013ICMLAContrasting Undersampled Boosting with Internal and External Feature Selection for Patient Response Datasets.Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald, Amri Napolitano
2013ICMLASurvey of Data Cleansing and Monitoring for Large-Scale Battery Backup Installations.Liz Aranguren Pachano, Taghi M. Khoshgoftaar, Randall Wald
2013ICMLARandom Forest with 200 Selected Features: An Optimal Model for Bioinformatics Research.Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano
2013ICMLAComparison of Stability for Different Families of Filter-Based and Wrapper-Based Feature Selection.Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2013ICMLAComparative Analysis on the Stability of Feature Selection Techniques Using Three Frameworks on Biological Datasets.Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab, Amri Napolitano
2013IRIComparison of rank-based vs. score-based aggregation for ensemble gene selection.David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2013IRIGene selection stability's dependence on dataset difficulty.David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2013IRIA survey of stability analysis of feature subset selection techniques.Taghi M. Khoshgoftaar, Alireza Fazelpour, Huanjing Wang, Randall Wald
2013IRIFeature list aggregation approaches for ensemble gene selection on patient response datasets.Taghi M. Khoshgoftaar, Randall Wald, David J. Dittman, Amri Napolitano
2013IRIPatient response datasets: Challenges and opportunities.Randall Wald, Taghi M. Khoshgoftaar
2013IRIThe use of balance-aware subsampling for bioinformatics datasets.Randall Wald, Taghi M. Khoshgoftaar, Alireza Fazelpour
2013IRIHidden dependencies between class imbalance and difficulty of learning for bioinformatics datasets.Randall Wald, Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman
2013IRIThe importance of performance metrics within wrapper feature selection.Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2013IRIFilter- and wrapper-based feature selection for predicting user interaction with Twitter bots.Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2013IRIPredicting susceptibility to social bots on Twitter.Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano, Chris Sumner
2013ICTAIMaximizing Classification Performance for Patient Response Datasets.David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2013ICTAIA Review of Ensemble Classification for DNA Microarrays Data.Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald, Wael Awada
2013ICTAIStability of Filter- and Wrapper-Based Feature Subset Selection.Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2013ICTAIHow the Choice of Wrapper Learner and Performance Metric Affects Subset Evaluation.Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2013ICTAIShould the Same Learners Be Used Both within Wrapper Feature Selection and for Building Classification Models?Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2013ICTAIWhich Users Reply to and Interact with Twitter Social Bots?Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano, Chris Sumner
2013ICTAIComparison of Two Frameworks for Measuring the Stability of Gene-Selection Techniques on Noisy Class-Imbalanced Data.Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab
2013SEKEA Study on First Order Statistics-Based Feature Selection Techniques on Software Metric Data.Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012FlAIRSRobustness of Threshold-Based Feature Rankers with Data Sampling on Noisy and Imbalanced Data.Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald
2012ICMLAThe Effect of Number of Iterations on Ensemble Gene Selection.Wael Awada, Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald
2012ICMLADetermining the Number of Iterations Appropriate for Ensemble Gene Selection on Microarray Data.David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012ICMLAComparing Two New Gene Selection Ensemble Approaches with the Commonly-Used Approach.David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012ICMLAApplying Feature Selection to Short Time Wavelet Transformed Vibration Data for Reliability Analysis of an Ocean Turbine.Janell Duhaney, Taghi M. Khoshgoftaar, Randall Wald
2012ICMLAFirst Order Statistics Based Feature Selection: A Diverse and Powerful Family of Feature Seleciton Techniques.Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald, Alireza Fazelpour
2012ICMLAMean Aggregation versus Robust Rank Aggregation for Ensemble Gene Selection.Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman
2012ICMLAA New Fixed-Overlap Partitioning Algorithm for Determining Stability of Bioinformatics Gene Rankers.Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman
2012ICMLAUsing Twitter Content to Predict Psychopathy.Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano, Chris Sumner
2012ICMLAA Comparative Study on the Stability of Software Metric Selection Techniques.Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012IRIA review of the stability of feature selection techniques for bioinformatics data.Wael Awada, Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald, Amri Napolitano
2012IRIImpact of noise and data sampling on stability of feature ranking techniques for biological datasets.Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012IRIAn extensive comparison of feature ranking aggregation techniques in bioinformatics.Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman, Wael Awada, Amri Napolitano
2012IRIMachine prediction of personality from Facebook profiles.Randall Wald, Taghi M. Khoshgoftaar, Chris Sumner
2012IRIA novel dataset-similarity-aware approach for evaluating stability of software metric selection techniques.Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012SEKEAn Empirical Study of Software Metric Selection Techniques for Defect Prediction.Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2011ICMLAImpact of Noise and Data Sampling on Stability of Feature Selection.Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald
2011IRIComparison of approaches to alleviate problems with high-dimensional and class-imbalanced data.Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse
2011IRIFourier transforms for vibration analysis: A review and case study.Randall Wald, Taghi M. Khoshgoftaar, John C. Sloan
2011IRIMeasuring robustness of Feature Selection techniques on software engineering datasets.Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald
2011ICTAIFeature Selection for Vibration Sensor Data Transformed by a Streaming Wavelet Packet Decomposition.Randall Wald, Taghi M. Khoshgoftaar, John C. Sloan
2010ICMLAComparative Analysis of DNA Microarray Data through the Use of Feature Selection Techniques.David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse
2009ICDMFeature Selection with High-Dimensional Imbalanced Data.Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald