Randall Wald - RankMe

74 papers B 8C 6Misc 28Journal 7Unranked 23

Year	Rank	Type	Title / Venue / Authors
2016	—	`ch.`	Deep Learning Techniques in Big Data Analytics. Big Data Technologies and Applications Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic
2015	J	`jnl`	Deep learning applications and challenges in big data analytics. J. Big Data Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic
2015	J	`jnl`	Intrusion detection and Big Heterogeneous Data: a Survey. J. Big Data Richard Zuech, Taghi M. Khoshgoftaar, Randall Wald
2014	J	`jnl`	A comparative study of iterative and non-iterative feature selection techniques for software defect prediction. Inf. Syst. Frontiers Taghi M. Khoshgoftaar, Kehan Gao, Amri Napolitano, Randall Wald
2014	J	`jnl`	A review of data mining using big data in health informatics. J. Big Data Matthew Herland, Taghi M. Khoshgoftaar, Randall Wald
2014	Misc	`conf`	Combining Feature Selection and Ensemble Learning for Software Quality Estimation. FLAIRS Kehan Gao, Taghi M. Khoshgoftaar, Randall Wald
2014	Misc	`conf`	Comparison of Data Sampling Approaches for Imbalanced Bioinformatics Data. FLAIRS David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2014	C	`conf`	Evaluation of Wrapper-Based Feature Selection Using Hard, Moderate, and Easy Bioinformatics Data. BIBE Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald
2014	Misc	`conf`	How ranker and learner choice affects classification performance on noisy bioinformatics data. IRI Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2014	C	`conf`	Network Traffic Prediction Models for Near- and Long-Term Predictions. BIBE Randall Wald, Taghi M. Khoshgoftaar, Richard Zuech, Amri Napolitano
2014	Misc	`conf`	Optimizing Wrapper-Based Feature Selection for Use on Bioinformatics Data. FLAIRS Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2014	Misc	`conf`	Rotation invariant face recognition survey. IRI Gabriel Castaneda Oscos, Taghi M. Khoshgoftaar, Randall Wald
2014	Misc	`conf`	The effect of noise level and distribution on classification of easy gene microarray data. IRI Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab
2014	C	`conf`	Using Correlation-Based Feature Selection for a Diverse Collection of Bioinformatics Datasets. BIBE Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2014	Misc	`conf`	Using feature selection and classification to build effective and efficient firewalls. IRI Randall Wald, Flavio Villanustre, Taghi M. Khoshgoftaar, Richard Zuech, Jarvis Robinson, Edin Muharemagic
2013	B	`conf`	A Review of Ensemble Classification for DNA Microarrays Data. ICTAI Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald, Wael Awada
2013	C	`conf`	A Study on First Order Statistics-Based Feature Selection Techniques on Software Metric Data. SEKE Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2013	Misc	`conf`	A survey of stability analysis of feature subset selection techniques. IRI Taghi M. Khoshgoftaar, Alireza Fazelpour, Huanjing Wang, Randall Wald
2013	Misc	`conf`	Classification Performance of Rank Aggregation Techniques for Ensemble Gene Selection. FLAIRS David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2013	—	`conf`	Comparative Analysis on the Stability of Feature Selection Techniques Using Three Frameworks on Biological Datasets. ICMLA (1) Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab, Amri Napolitano
2013	—	`conf`	Comparison of Stability for Different Families of Filter-Based and Wrapper-Based Feature Selection. ICMLA (2) Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2013	B	`conf`	Comparison of Two Frameworks for Measuring the Stability of Gene-Selection Techniques on Noisy Class-Imbalanced Data. ICTAI Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab
2013	Misc	`conf`	Comparison of rank-based vs. score-based aggregation for ensemble gene selection. IRI David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2013	—	`conf`	Contrasting Undersampled Boosting with Internal and External Feature Selection for Patient Response Datasets. ICMLA (2) Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald, Amri Napolitano
2013	Misc	`conf`	Ensemble Gene Selection Versus Single Gene Selection: Which Is Better? FLAIRS Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman
2013	J	`jnl`	Feature Selection for Optimization of Wavelet Packet Decomposition in Reliability Analysis of Systems. Int. J. Artif. Intell. Tools Randall Wald, Taghi M. Khoshgoftaar, John C. Sloan
2013	Misc	`conf`	Feature list aggregation approaches for ensemble gene selection on patient response datasets. IRI Taghi M. Khoshgoftaar, Randall Wald, David J. Dittman, Amri Napolitano
2013	Misc	`conf`	Filter- and wrapper-based feature selection for predicting user interaction with Twitter bots. IRI Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2013	Misc	`conf`	Gene selection stability's dependence on dataset difficulty. IRI David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2013	Misc	`conf`	Hidden dependencies between class imbalance and difficulty of learning for bioinformatics datasets. IRI Randall Wald, Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman
2013	B	`conf`	How the Choice of Wrapper Learner and Performance Metric Affects Subset Evaluation. ICTAI Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2013	B	`conf`	Maximizing Classification Performance for Patient Response Datasets. ICTAI David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2013	Misc	`conf`	Patient response datasets: Challenges and opportunities. IRI Randall Wald, Taghi M. Khoshgoftaar
2013	Misc	`conf`	Predicting susceptibility to social bots on Twitter. IRI Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano, Chris Sumner
2013	—	`conf`	Random Forest with 200 Selected Features: An Optimal Model for Bioinformatics Research. ICMLA (1) Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano
2013	B	`conf`	Should the Same Learners Be Used Both within Wrapper Feature Selection and for Building Classification Models? ICTAI Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2013	—	`conf`	Simplifying the Utilization of Machine Learning Techniques for Bioinformatics. ICMLA (2) David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2013	B	`conf`	Stability of Filter- and Wrapper-Based Feature Subset Selection. ICTAI Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2013	—	`conf`	Survey of Clinical Data Mining Applications on Big Data in Health Informatics. ICMLA (2) Matthew Herland, Taghi M. Khoshgoftaar, Randall Wald
2013	—	`conf`	Survey of Data Cleansing and Monitoring for Large-Scale Battery Backup Installations. ICMLA (2) Liz Aranguren Pachano, Taghi M. Khoshgoftaar, Randall Wald
2013	Misc	`conf`	The importance of performance metrics within wrapper feature selection. IRI Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano
2013	Misc	`conf`	The use of balance-aware subsampling for bioinformatics datasets. IRI Randall Wald, Taghi M. Khoshgoftaar, Alireza Fazelpour
2013	B	`conf`	Which Users Reply to and Interact with Twitter Social Bots? ICTAI Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano, Chris Sumner
2012	—	`conf`	A Comparative Study on the Stability of Software Metric Selection Techniques. ICMLA (2) Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012	—	`conf`	A New Fixed-Overlap Partitioning Algorithm for Determining Stability of Bioinformatics Gene Rankers. ICMLA (2) Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman
2012	Misc	`conf`	A novel dataset-similarity-aware approach for evaluating stability of software metric selection techniques. IRI Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012	Misc	`conf`	A review of the stability of feature selection techniques for bioinformatics data. IRI Wael Awada, Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald, Amri Napolitano
2012	C	`conf`	An Empirical Study of Software Metric Selection Techniques for Defect Prediction. SEKE Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012	Misc	`conf`	An extensive comparison of feature ranking aggregation techniques in bioinformatics. IRI Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman, Wael Awada, Amri Napolitano
2012	—	`conf`	Applying Feature Selection to Short Time Wavelet Transformed Vibration Data for Reliability Analysis of an Ocean Turbine. ICMLA (1) Janell Duhaney, Taghi M. Khoshgoftaar, Randall Wald
2012	—	`conf`	Comparing Two New Gene Selection Ensemble Approaches with the Commonly-Used Approach. ICMLA (2) David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012	—	`conf`	Determining the Number of Iterations Appropriate for Ensemble Gene Selection on Microarray Data. ICMLA (1) David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012	J	`jnl`	Evaluation of the importance of data pre-processing order when combining feature selection and data sampling. Int. J. Bus. Intell. Data Min. Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse
2012	—	`conf`	First Order Statistics Based Feature Selection: A Diverse and Powerful Family of Feature Seleciton Techniques. ICMLA (2) Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald, Alireza Fazelpour
2012	Misc	`conf`	Impact of noise and data sampling on stability of feature ranking techniques for biological datasets. IRI Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012	Misc	`conf`	Machine prediction of personality from Facebook profiles. IRI Randall Wald, Taghi M. Khoshgoftaar, Chris Sumner
2012	—	`conf`	Mean Aggregation versus Robust Rank Aggregation for Ensemble Gene Selection. ICMLA (1) Randall Wald, Taghi M. Khoshgoftaar, David J. Dittman
2012	Misc	`conf`	Robustness of Threshold-Based Feature Rankers with Data Sampling on Noisy and Imbalanced Data. FLAIRS Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald
2012	—	`conf`	Similarity analysis of feature ranking techniques on imbalanced DNA microarray datasets. BIBM David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2012	—	`conf`	The Effect of Number of Iterations on Ensemble Gene Selection. ICMLA (2) Wael Awada, Taghi M. Khoshgoftaar, David J. Dittman, Randall Wald
2012	—	`conf`	The effect of measurement approach and noise level on gene selection stability. BIBM Randall Wald, Taghi M. Khoshgoftaar, Ahmad Abu Shanab
2012	J	`jnl`	Threshold-based feature selection techniques for high-dimensional bioinformatics data. Netw. Model. Anal. Health Informatics Bioinform. Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald
2012	—	`conf`	Using Twitter Content to Predict Psychopathy. ICMLA (2) Randall Wald, Taghi M. Khoshgoftaar, Amri Napolitano, Chris Sumner
2012	—	`—`	Vibration analysis for ocean turbine reliability models. Randall Wald
2011	Misc	`conf`	Comparison of approaches to alleviate problems with high-dimensional and class-imbalanced data. IRI Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse
2011	B	`conf`	Feature Selection for Vibration Sensor Data Transformed by a Streaming Wavelet Packet Decomposition. ICTAI Randall Wald, Taghi M. Khoshgoftaar, John C. Sloan
2011	Misc	`conf`	Fourier transforms for vibration analysis: A review and case study. IRI Randall Wald, Taghi M. Khoshgoftaar, John C. Sloan
2011	—	`conf`	Impact of Noise and Data Sampling on Stability of Feature Selection. ICMLA (1) Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald
2011	Misc	`conf`	Measuring robustness of Feature Selection techniques on software engineering datasets. IRI Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald
2011	—	`conf`	Random forest: A reliable tool for patient response prediction. BIBM Workshops David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
2011	—	`conf`	Stability Analysis of Feature Ranking Techniques on Biological Datasets. BIBM David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Huanjing Wang
2011	—	`conf`	Using Feature Selection to Determine Optimal Depth for Wavelet Packet Decomposition of Vibration Signals for Ocean System Reliability. HASE Randall Wald, Taghi M. Khoshgoftaar, John C. Sloan
2010	C	`conf`	Comparative Analysis of DNA Microarray Data through the Use of Feature Selection Techniques. ICMLA David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse
2009	—	`conf`	Feature Selection with High-Dimensional Imbalanced Data. ICDM Workshops Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano, Randall Wald