| Whose vote should count more: Optimal integration of labels from labelers of unknown expertise J Whitehill, T Wu, J Bergsma, J Movellan, P Ruvolo Advances in neural information processing systems 22, 2009 | 1466 | 2009 |
| The computer expression recognition toolbox (CERT) G Littlewort, J Whitehill, T Wu, I Fasel, M Frank, J Movellan, M Bartlett 2011 IEEE International Conference on Automatic Face & Gesture Recognition …, 2011 | 772 | 2011 |
| HarvardX and MITx: Two years of open online courses fall 2012-summer 2014 AD Ho, I Chuang, J Reich, CA Coleman, J Whitehill, CG Northcutt, ... MIT Office of Digital Learning; HarvardX Research Committee, 2015 | 725 | 2015 |
| The faces of engagement: Automatic recognition of student engagementfrom facial expressions J Whitehill, Z Serpell, YC Lin, A Foster, JR Movellan IEEE Transactions on Affective Computing 5 (1), 86-98, 2014 | 703 | 2014 |
| Toward practical smile detection J Whitehill, G Littlewort, I Fasel, M Bartlett, J Movellan IEEE transactions on pattern analysis and machine intelligence 31 (11), 2106 …, 2009 | 417 | 2009 |
| Haar features for FACS AU recognition J Whitehill, CW Omlin 7th international conference on automatic face and gesture recognition …, 2006 | 268 | 2006 |
| Beyond prediction: First steps toward automatic intervention in MOOC student stopout J Whitehill, J Williams, G Lopez, C Coleman, J Reich Available at SSRN 2611750, 2015 | 143 | 2015 |
| Generalized adaptive view-based appearance model: Integrated framework for monocular head pose estimation LP Morency, J Whitehill, J Movellan 2008 8th IEEE International Conference on Automatic Face & Gesture …, 2008 | 134 | 2008 |
| Automatic facial expression recognition for intelligent tutoring systems J Whitehill, M Bartlett, J Movellan 2008 IEEE computer society conference on computer vision and pattern …, 2008 | 111 | 2008 |
| Delving deeper into MOOC student dropout prediction J Whitehill, K Mohan, D Seaton, Y Rosen, D Tingley arXiv preprint arXiv:1702.06404, 2017 | 108 | 2017 |
| MOOC dropout prediction: How to measure accuracy? J Whitehill, K Mohan, D Seaton, Y Rosen, D Tingley Proceedings of the fourth (2017) acm conference on learning@ scale, 161-164, 2017 | 86 | 2017 |
| Personalized facial attractiveness prediction J Whitehill, JR Movellan 2008 8th IEEE International Conference on Automatic Face & Gesture …, 2008 | 79 | 2008 |
| Multilayer architectures for facial action unit recognition T Wu, NJ Butko, P Ruvolo, J Whitehill, MS Bartlett, JR Movellan IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2012 | 65 | 2012 |
| Monocular head pose estimation using generalized adaptive view-based appearance model LP Morency, J Whitehill, J Movellan Image and Vision Computing 28 (5), 754-761, 2010 | 61 | 2010 |
| Approximately optimal teaching of approximately optimal learners J Whitehill, J Movellan IEEE Transactions on Learning Technologies 11 (2), 152-164, 2017 | 53 | 2017 |
| Automated facial expression measurement: Recent applications to basic research in human behavior, learning, and education MS Bartlett, J Whitehill | 51 | 2011 |
| Collection of machine learning training data for expression recognition J Movellan, MS Bartlett, I Fasel, GF Littlewort, J Susskind, J Whitehill US Patent 9,008,416, 2015 | 50 | 2015 |
| A discriminative approach to frame-by-frame head pose tracking J Whitehill, JR Movellan 2008 8th IEEE International Conference on Automatic Face & Gesture …, 2008 | 48 | 2008 |
| Beyond time-on-task: The relationship between spaced study and certification in MOOCs YR Miyamoto, C Coleman, JJ Williams, J Whitehill, S Nesterko, J Reich Journal of Learning Analytics 2 (2), 47-69, 2015 | 47 | 2015 |
| The motion in emotion—a CERT based approach to the FERA emotion challenge G Littlewort, J Whitehill, TF Wu, N Butko, P Ruvolo, J Movellan, M Bartlett 2011 IEEE International Conference on Automatic Face & Gesture Recognition …, 2011 | 47 | 2011 |
