| An ensemble heterogeneous classification methodology for discovering health-related knowledge in social media messages S Tuarob, CS Tucker, M Salathe, N Ram Journal of biomedical informatics 49, 255-268, 2014 | 93 | 2014 |
| Fad or here to stay: Predicting product market adoption and longevity using large scale, social media data S Tuarob, CS Tucker ASME 2013 International Design Engineering Technical Conferences and …, 2013 | 74 | 2013 |
| Automated Discovery of Lead Users and Latent Product Features by Mining Large Scale Social Media Networks CS Tuarob, S. and Tucker Journal of Mechanical Design 137 (7), 2015 | 69 | 2015 |
| Quantifying product favorability and extracting notable product features using large scale social media data S Tuarob, CS Tucker Journal of Computing and Information Science in Engineering 15 (3), 031003, 2015 | 67 | 2015 |
| Predicting emerging product design trend by mining publicly available customer review data C Tucker, H Kim DS 68-6: Proceedings of the 18th International Conference on Engineering …, 2011 | 55 | 2011 |
| Trending Mining for Predictive Product Design CS Tucker, HM Kim ASME 2010 International Design Engineering Technical Conferences and …, 2010 | 49 | 2010 |
| Data-driven decision tree classification for product portfolio design optimization CS Tucker, HM Kim Journal of Computing and Information Science in Engineering 9 (4), 041004, 2009 | 49 | 2009 |
| Optimal product portfolio formulation by merging predictive data mining with multilevel optimization CS Tucker, HM Kim Journal of Mechanical Design 130 (4), 041103, 2008 | 47 | 2008 |
| Mining Student-Generated Textual Data in MOOCS And Quantifying Their Effects on Student Performance and Learning Outcomes C Tucker, A Pursel, Bart, Divinsky Computers in Education Journal (CoEd) 5 (4), 84-95, 2014 | 45 | 2014 |
| Machine learning classification of design team members' body language patterns for real time emotional state detection I Behoora, CS Tucker Design Studies 39, 100-127, 2015 | 37 | 2015 |
| Discovering next generation product innovations by identifying lead user preferences expressed through large scale social media data S Tuarob, CS Tucker ASME 2014 International Design Engineering Technical Conferences and …, 2014 | 35 | 2014 |
| An unsupervised machine learning model for discovering latent infectious diseases using social media data S Lim, CS Tucker, S Kumara Journal of biomedical informatics 66, 82-94, 2017 | 32 | 2017 |
| Machine learning classification of medication adherence in patients with movement disorders using non-wearable sensors CS Tucker, I Behoora, HB Nembhard, M Lewis, NW Sterling, X Huang Computers in biology and medicine 66, 120-134, 2015 | 28 | 2015 |
| Increasing the veracity of event detection on social media networks through user trust modeling T Bodnar, C Tucker, K Hopkinson, SG Bilén 2014 IEEE International Conference on Big Data (Big Data), 636-643, 2014 | 27 | 2014 |
| Data-throughput enhancement using data mining-informed cognitive radio K Kotobi, P Mainwaring, C Tucker, S Bilén Electronics 4 (2), 221-238, 2015 | 26 | 2015 |
| Discovering health-related knowledge in social media using ensembles of heterogeneous features S Tuarob, CS Tucker, M Salathe, N Ram Proceedings of the 22nd ACM international conference on Information …, 2013 | 26 | 2013 |
| A Convolutional Neural Network Model for Predicting a Product's Function, Given Its Form ML Dering, CS Tucker Journal of Mechanical Design 139 (11), 111408, 2017 | 23 | 2017 |
| Product resynthesis: knowledge discovery of the value of end-of-life assemblies and subassemblies SW Kang, C Sane, N Vasudevan, CS Tucker Journal of Mechanical Design 136 (1), 011004, 2014 | 22 | 2014 |
| A Bayesian Sampling Method for Product Feature Extraction from Large Scale Textual Data S Lim, C Tucker Journal of Mechanical Design, 2016 | 21 | 2016 |
| A ReliefF attribute weighting and X-means clustering methodology for top-down product family optimization CS Tucker, HM Kim, DE Barker, Y Zhang Engineering Optimization 42 (7), 593-616, 2010 | 21 | 2010 |
Suppawong TuarobAssistant Professor of Computer Science, Mahidol UniversityVerified email at mahidol.edu
