| Natural affect data—Collection & annotation in a learning context S Afzal, P Robinson 2009 3rd International Conference on Affective Computing and Intelligent …, 2009 | 96 | 2009 |
| Natural affect data: Collection and annotation S Afzal, P Robinson New perspectives on affect and learning technologies, 55-70, 2011 | 36 | 2011 |
| Overview and importance of data quality for machine learning tasks A Jain, H Patel, L Nagalapatti, N Gupta, S Mehta, S Guttula, S Mujumdar, ... Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 29 | 2020 |
| Modelling affect in learning environments-motivation and methods S Afzal, P Robinson 2010 10th IEEE International Conference on Advanced Learning Technologies …, 2010 | 26 | 2010 |
| Perception of emotional expressions in different representations using facial feature points S Afzal, TM Sezgin, Y Gao, P Robinson 2009 3rd International Conference on Affective Computing and Intelligent …, 2009 | 25 | 2009 |
| Designing for automatic affect inference in learning environments S Afzal, P Robinson Journal of Educational Technology & Society 14 (4), 21-34, 2011 | 24 | 2011 |
| A study of affect in intelligent tutoring S Afzal, P Robinson Workshop on Modeling and Scaffolding Affective Experiences to Impact …, 2006 | 17 | 2006 |
| 26 Emotion Data Collection and Its Implications for Affective Computing S Afzal, P Robinson The Oxford handbook of affective computing, 359, 2014 | 16 | 2014 |
| Preliminary evaluations of a dialogue-based digital tutor M Ventura, M Chang, P Foltz, N Mukhi, J Yarbro, AP Salverda, J Behrens, ... International Conference on Artificial Intelligence in Education, 480-483, 2018 | 15 | 2018 |
| Data quality for machine learning tasks N Gupta, S Mujumdar, H Patel, S Masuda, N Panwar, S Bandyopadhyay, ... Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 13 | 2021 |
| The personality of AI systems in education: experiences with the Watson tutor, a one-on-one virtual tutoring system S Afzal, B Dempsey, C D'Helon, N Mukhi, M Pribic, A Sickler, P Strong, ... Childhood Education 95 (1), 44-52, 2019 | 12 | 2019 |
| Intentional affect: An alternative notion of affective interaction with a machine S Afzal, C Morrison, P Robinson People and Computers XXIII Celebrating People and Technology, 370-374, 2009 | 12 | 2009 |
| Development and deployment of a large-scale dialog-based intelligent tutoring system S Afzal, T Dhamecha, N Mukhi, R Sindhgatta Rajan, S Marvaniya, ... Proceedings of the 2019 Conference of the North American Chapter of the …, 2019 | 9 | 2019 |
| The ABC of MOOCs: Affect and its inter-play with behavior and cognition S Afzal, B Sengupta, M Syed, N Chawla, GA Ambrose, M Chetlur 2017 Seventh International Conference on Affective Computing and Intelligent …, 2017 | 7 | 2017 |
| Data readiness report S Afzal, C Rajmohan, M Kesarwani, S Mehta, H Patel 2021 IEEE International Conference on Smart Data Services (SMDS), 42-51, 2021 | 6 | 2021 |
| Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets N Gupta, H Patel, S Afzal, N Panwar, RS Mittal, S Guttula, A Jain, ... arXiv preprint arXiv:2108.05935, 2021 | 4 | 2021 |
| AI medical school tutor: Modelling and implementation S Afzal, TI Dhamecha, P Gagnon, A Nayak, A Shah, J Carlstedt-Duke, ... International Conference on Artificial Intelligence in Medicine, 133-145, 2020 | 4 | 2020 |
| Implicit and Explicit Emotions in MOOCs. M Syed, M Chetlur, S Afzal, GA Ambrose, NV Chawla International Educational Data Mining Society, 2019 | 3 | 2019 |
| Impact of tutor errors on student engagement in a dialog based intelligent tutoring system S Afzal, V Shashidhar, R Sindhgatta, B Sengupta International Conference on Intelligent Tutoring Systems, 267-273, 2018 | 3 | 2018 |
| Dialogue-based tutoring at scale: Design and Challenges M Chang, M Ventura, J Ahn, P Foltz, T Ma, TI Dhamecha, S Marvaniya, ... Practitioner and Industrial Track Proceedings of the 13th International …, 2018 | 3 | 2018 |
