| Survey of review spam detection using machine learning techniques M Crawford, TM Khoshgoftaar, JD Prusa, AN Richter, H Al Najada Journal of Big Data 2, 1-24, 2015 | 529 | 2015 |
| Using random undersampling to alleviate class imbalance on tweet sentiment data J Prusa, TM Khoshgoftaar, DJ Dittman, A Napolitano 2015 IEEE international conference on information reuse and integration, 197-202, 2015 | 181 | 2015 |
| Improving deep neural network design with new text data representations JD Prusa, TM Khoshgoftaar Journal of Big Data 4, 1-16, 2017 | 86 | 2017 |
| Impact of feature selection techniques for tweet sentiment classification JD Prusa, TM Khoshgoftaar, DJ Dittman The Twenty-eighth international flairs conference, 2015 | 77 | 2015 |
| The effect of dataset size on training tweet sentiment classifiers J Prusa, TM Khoshgoftaar, N Seliya 2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015 | 76 | 2015 |
| Using ensemble learners to improve classifier performance on tweet sentiment data J Prusa, TM Khoshgoftaar, DJ Dittman 2015 IEEE international conference on information reuse and integration, 252-257, 2015 | 62 | 2015 |
| Designing a better data representation for deep neural networks and text classification JD Prusa, TM Khoshgoftaar 2016 IEEE 17th international conference on information reuse and integration …, 2016 | 50 | 2016 |
| Reducing feature set explosion to facilitate real-world review spam detection M Crawford, TM Khoshgoftaar, JD Prusa The twenty-ninth international flairs conference, 2016 | 47 | 2016 |
| Cross-domain sentiment analysis: An empirical investigation B Heredia, TM Khoshgoftaar, J Prusa, M Crawford 2016 IEEE 17th International Conference on Information Reuse and Integration …, 2016 | 45 | 2016 |
| Social media for polling and predicting United States election outcome B Heredia, JD Prusa, TM Khoshgoftaar Social Network Analysis and Mining 8, 1-16, 2018 | 35 | 2018 |
| Enhancing ensemble learners with data sampling on high-dimensional imbalanced tweet sentiment data JD Prusa, TM Khoshgoftaar, N Seliya The twenty-ninth international flairs conference, 2016 | 30 | 2016 |
| Exploring the effectiveness of twitter at polling the united states 2016 presidential election B Heredia, J Prusa, T Khoshgoftaar 2017 IEEE 3rd International Conference on Collaboration and Internet …, 2017 | 25 | 2017 |
| Location-based twitter sentiment analysis for predicting the US 2016 presidential election B Heredia, JD Prusa, TM Khoshgoftaar The Thirty-First International Flairs Conference, 2018 | 23 | 2018 |
| An investigation of ensemble techniques for detection of spam reviews B Heredia, TM Khoshgoftaar, J Prusa, M Crawford 2016 15th IEEE International Conference on Machine Learning and Applications …, 2016 | 23 | 2016 |
| Improving detection of untrustworthy online reviews using ensemble learners combined with feature selection B Heredia, TM Khoshgoftaar, JD Prusa, M Crawford Social Network Analysis and Mining 7, 1-18, 2017 | 22 | 2017 |
| Using feature selection in combination with ensemble learning techniques to improve tweet sentiment classification performance JD Prusa, TM Khoshgoftaar, A Napolitano 2015 IEEE 27th International Conference on Tools with Artificial …, 2015 | 20 | 2015 |
| Integrating multiple data sources to enhance sentiment prediction B Heredia, TM Khoshgoftaar, J Prusa, M Crawford 2016 IEEE 2nd international conference on collaboration and internet …, 2016 | 16 | 2016 |
| The impact of malicious accounts on political tweet sentiment B Heredia, JD Prusa, TM Khoshgoftaar 2018 IEEE 4th International Conference on Collaboration and Internet …, 2018 | 15 | 2018 |
| Utilizing ensemble, data sampling and feature selection techniques for improving classification performance on tweet sentiment data J Prusa, TM Khoshgoftaar, A Napolitano 2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015 | 12 | 2015 |
| Deep neural network architecture for character-level learning on short text JD Prusa, TM Khoshgoftaar The Thirtieth International Flairs Conference, 2017 | 8 | 2017 |
Taghi M. KhoshgoftaarMotorola Endowed Chair Professor, Computer Science, Florida Atlantic UniversityVerified email at fau.edu
