| Deep learning applications and challenges in big data analytics | 197 | 6.02 | 2015 |
| Intrusion detection and Big Heterogeneous Data: a Survey | 56 | 1.93 | 2015 |
| The effect of noise level and distribution on classification of easy gene microarray data | 2 | 0.37 | 2014 |
| How ranker and learner choice affects classification performance on noisy bioinformatics data. | 1 | 0.35 | 2014 |
| Combining Feature Selection and Ensemble Learning for Software Quality Estimation. | 1 | 0.36 | 2014 |
| A comparative study of iterative and non-iterative feature selection techniques for software defect prediction | 9 | 0.51 | 2014 |
| Comparison of Data Sampling Approaches for Imbalanced Bioinformatics Data. | 7 | 0.51 | 2014 |
| Evaluation of Wrapper-Based Feature Selection Using Hard, Moderate, and Easy Bioinformatics Data | 0 | 0.34 | 2014 |
| Network Traffic Prediction Models for Near- and Long-Term Predictions. | 1 | 0.35 | 2014 |
| Rotation invariant face recognition survey | 2 | 0.38 | 2014 |
| Using Correlation-Based Feature Selection for a Diverse Collection of Bioinformatics Datasets. | 3 | 0.39 | 2014 |
| Optimizing Wrapper-Based Feature Selection for Use on Bioinformatics Data. | 1 | 0.38 | 2014 |
| A review of data mining using big data in health informatics | 38 | 1.87 | 2014 |
| Comparative Analysis on the Stability of Feature Selection Techniques Using Three Frameworks on Biological Datasets | 0 | 0.34 | 2013 |
| Comparison of Stability for Different Families of Filter-Based and Wrapper-Based Feature Selection | 1 | 0.35 | 2013 |
| Simplifying the Utilization of Machine Learning Techniques for Bioinformatics | 9 | 0.51 | 2013 |
| Contrasting Undersampled Boosting with Internal and External Feature Selection for Patient Response Datasets | 2 | 0.37 | 2013 |
| Gene selection stability's dependence on dataset difficulty | 7 | 0.62 | 2013 |
| Which Users Reply to and Interact with Twitter Social Bots? | 6 | 0.51 | 2013 |
| Ensemble Gene Selection Versus Single Gene Selection: Which Is Better? | 2 | 0.40 | 2013 |
| Classification Performance of Rank Aggregation Techniques for Ensemble Gene Selection. | 4 | 0.39 | 2013 |
| The importance of performance metrics within wrapper feature selection | 3 | 0.39 | 2013 |
| Stability of Filter- and Wrapper-Based Feature Subset Selection | 6 | 0.50 | 2013 |
| Feature Selection For Optimization Of Wavelet Packet Decomposition In Reliability Analysis Of Systems | 1 | 0.37 | 2013 |
| Survey of Data Cleansing and Monitoring for Large-Scale Battery Backup Installations | 0 | 0.34 | 2013 |
| How the Choice of Wrapper Learner and Performance Metric Affects Subset Evaluation | 0 | 0.34 | 2013 |
| Should the Same Learners Be Used Both within Wrapper Feature Selection and for Building Classification Models? | 1 | 0.35 | 2013 |
| Comparison of Two Frameworks for Measuring the Stability of Gene-Selection Techniques on Noisy Class-Imbalanced Data | 1 | 0.36 | 2013 |
| Survey of Clinical Data Mining Applications on Big Data in Health Informatics | 4 | 0.44 | 2013 |
| A Study on First Order Statistics-Based Feature Selection Techniques on Software Metric Data. | 3 | 0.40 | 2013 |
| Random Forest with 200 Selected Features: An Optimal Model for Bioinformatics Research | 6 | 0.48 | 2013 |
| Feature list aggregation approaches for ensemble gene selection on patient response datasets | 0 | 0.34 | 2013 |
| Hidden dependencies between class imbalance and difficulty of learning for bioinformatics datasets | 9 | 0.53 | 2013 |
| A survey of stability analysis of feature subset selection techniques | 7 | 0.51 | 2013 |
| Predicting susceptibility to social bots on Twitter | 14 | 0.62 | 2013 |
| Filter- and wrapper-based feature selection for predicting user interaction with Twitter bots. | 1 | 0.35 | 2013 |
| Patient response datasets: Challenges and opportunities. | 3 | 0.40 | 2013 |
| Maximizing Classification Performance for Patient Response Datasets | 1 | 0.36 | 2013 |
| An Extensive Comparison Of Feature Ranking Aggregation Techniques In Bioinformatics | 10 | 0.59 | 2012 |
| Machine prediction of personality from Facebook profiles | 18 | 0.74 | 2012 |
| The Effect of Number of Iterations on Ensemble Gene Selection | 1 | 0.36 | 2012 |
| Similarity analysis of feature ranking techniques on imbalanced DNA microarray datasets | 0 | 0.34 | 2012 |
| Using Twitter Content to Predict Psychopathy | 21 | 1.11 | 2012 |
| Threshold-based feature selection techniques for high-dimensional bioinformatics data. | 20 | 1.01 | 2012 |
| Comparing Two New Gene Selection Ensemble Approaches with the Commonly-Used Approach | 7 | 0.62 | 2012 |
| Robustness of Threshold-Based Feature Rankers with Data Sampling on Noisy and Imbalanced Data. | 5 | 0.40 | 2012 |
| Determining the Number of Iterations Appropriate for Ensemble Gene Selection on Microarray Data | 0 | 0.34 | 2012 |
| The effect of measurement approach and noise level on gene selection stability | 3 | 0.40 | 2012 |
| An Empirical Study of Software Metric Selection Techniques for Defect Prediction. | 0 | 0.34 | 2012 |
| First Order Statistics Based Feature Selection: A Diverse and Powerful Family of Feature Seleciton Techniques | 21 | 0.89 | 2012 |
