| 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 | 304 | 2020 |
| 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 | 112 | 2021 |
| Natural affect data—Collection & annotation in a learning context S Afzal, P Robinson 2009 3rd International Conference on Affective Computing and Intelligent …, 2009 | 99 | 2009 |
| 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 | 46 | 2021 |
| Natural affect data: Collection and annotation S Afzal, P Robinson New perspectives on affect and learning technologies, 55-70, 2011 | 38 | 2011 |
| 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 | 34 | 2021 |
| Designing for automatic affect inference in learning environments S Afzal, P Robinson Journal of Educational Technology & Society 14 (4), 21-34, 2011 | 32 | 2011 |
| 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 | 31 | 2019 |
| Modelling affect in learning environments-motivation and methods S Afzal, P Robinson 2010 10th IEEE International Conference on Advanced Learning Technologies …, 2010 | 30 | 2010 |
| 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 | 29 | 2019 |
| 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 | 28 | 2009 |
| 26 Emotion Data Collection and Its Implications for Affective Computing S Afzal, P Robinson The Oxford handbook of affective computing, 359, 2014 | 21 | 2014 |
| Preliminary evaluations of a dialogue-based digital tutor M Ventura, M Chang, P Foltz, N Mukhi, J Yarbro, AP Salverda, J Behrens, ... Artificial Intelligence in Education: 19th International Conference, AIED …, 2018 | 20 | 2018 |
| A study of affect in intelligent tutoring S Afzal, P Robinson Workshop on Modeling and Scaffolding Affective Experiences to Impact …, 2006 | 19 | 2006 |
| 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, 2009 | 12 | 2009 |
| AI medical school tutor: Modelling and implementation S Afzal, TI Dhamecha, P Gagnon, A Nayak, A Shah, J Carlstedt-Duke, ... Artificial Intelligence in Medicine: 18th International Conference on …, 2020 | 10 | 2020 |
| Automatic Assessment of Quality of your Data for AI H Patel, N Gupta, N Panwar, R Sharma Mittal, S Mehta, S Guttula, ... Proceedings of the 5th Joint International Conference on Data Science …, 2022 | 9 | 2022 |
| 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 | 9 | 2017 |
| Data-debugging through interactive visual explanations S Afzal, A Chaudhary, N Gupta, H Patel, C Spina, D Wang Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2021 …, 2021 | 7 | 2021 |
| Tutoring agent improvement recommendation TI Dhamecha, R Sindhgatta, SN Marvaniya, GV Shashidhar, S Afzal, ... US Patent 10,984,672, 2021 | 5 | 2021 |
