| Deep learning applications and challenges in big data analytics MM Najafabadi, F Villanustre, TM Khoshgoftaar, N Seliya, R Wald, ... Journal of big data 2, 1-21, 2015 | 2678 | 2015 |
| Intrusion detection and big heterogeneous data: a survey R Zuech, TM Khoshgoftaar, R Wald Journal of Big Data 2, 1-41, 2015 | 427 | 2015 |
| A review of data mining using big data in health informatics M Herland, TM Khoshgoftaar, R Wald Journal of Big data 1, 1-35, 2014 | 414 | 2014 |
| Feature selection with high-dimensional imbalanced data J Van Hulse, TM Khoshgoftaar, A Napolitano, R Wald 2009 IEEE International Conference on Data Mining Workshops, 507-514, 2009 | 157 | 2009 |
| A review of the stability of feature selection techniques for bioinformatics data W Awada, TM Khoshgoftaar, D Dittman, R Wald, A Napolitano 2012 IEEE 13th International Conference on Information Reuse & Integration …, 2012 | 153 | 2012 |
| Machine prediction of personality from Facebook profiles R Wald, T Khoshgoftaar, C Sumner 2012 IEEE 13th International Conference on Information Reuse & Integration …, 2012 | 104 | 2012 |
| A comparative study of iterative and non-iterative feature selection techniques for software defect prediction TM Khoshgoftaar, K Gao, A Napolitano, R Wald Information Systems Frontiers 16, 801-822, 2014 | 94 | 2014 |
| Predicting susceptibility to social bots on twitter R Wald, TM Khoshgoftaar, A Napolitano, C Sumner 2013 IEEE 14th international conference on information reuse & integration …, 2013 | 92 | 2013 |
| Using Twitter content to predict psychopathy R Wald, TM Khoshgoftaar, A Napolitano, C Sumner 2012 11th International Conference on Machine Learning and Applications 2 …, 2012 | 88 | 2012 |
| Threshold-based feature selection techniques for high-dimensional bioinformatics data J Van Hulse, TM Khoshgoftaar, A Napolitano, R Wald Network modeling analysis in health informatics and bioinformatics 1, 47-61, 2012 | 75 | 2012 |
| Comparative analysis of dna microarray data through the use of feature selection techniques DJ Dittman, TM Khoshgoftaar, R Wald, J Van Hulse 2010 Ninth International Conference on Machine Learning and Applications …, 2010 | 66 | 2010 |
| Random forest: A reliable tool for patient response prediction D Dittman, TM Khoshgoftaar, R Wald, A Napolitano 2011 IEEE International Conference on Bioinformatics and Biomedicine …, 2011 | 65 | 2011 |
| Comparison of data sampling approaches for imbalanced bioinformatics data DJ Dittman, TM Khoshgoftaar, R Wald, A Napolitano The twenty-seventh international FLAIRS conference, 2014 | 61 | 2014 |
| First order statistics based feature selection: A diverse and powerful family of feature seleciton techniques T Khoshgoftaar, D Dittman, R Wald, A Fazelpour 2012 11th International Conference on Machine Learning and Applications 2 …, 2012 | 56 | 2012 |
| Impact of noise and data sampling on stability of feature ranking techniques for biological datasets AA Shanab, TM Khoshgoftaar, R Wald, A Napolitano 2012 IEEE 13th International Conference on Information Reuse & Integration …, 2012 | 52 | 2012 |
| An extensive comparison of feature ranking aggregation techniques in bioinformatics R Wald, TM Khoshgoftaar, D Dittman, W Awada, A Napolitano 2012 IEEE 13th international conference on information reuse & integration …, 2012 | 51 | 2012 |
| A survey of stability analysis of feature subset selection techniques TM Khoshgoftaar, A Fazelpour, H Wang, R Wald 2013 IEEE 14th International Conference on Information Reuse & Integration …, 2013 | 50 | 2013 |
| Stability of filter-and wrapper-based feature subset selection R Wald, TM Khoshgoftaar, A Napolitano 2013 IEEE 25th International conference on tools with artificial …, 2013 | 45 | 2013 |
| Survey of clinical data mining applications on big data in health informatics M Herland, TM Khoshgoftaar, R Wald 2013 12th International Conference on Machine Learning and Applications 2 …, 2013 | 39 | 2013 |
| Classification performance of rank aggregation techniques for ensemble gene selection DJ Dittman, TM Khoshgoftaar, R Wald, A Napolitano The twenty-sixth international FLAIRS conference, 2013 | 38 | 2013 |
Taghi M. KhoshgoftaarMotorola Endowed Chair Professor, Computer Science, Florida Atlantic UniversityVerified email at fau.edu
