Shazia Afzal
Shazia Afzal
IBM Research
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Cited by
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
Natural affect data—Collection & annotation in a learning context
S Afzal, P Robinson
2009 3rd International Conference on Affective Computing and Intelligent …, 2009
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
Natural affect data: Collection and annotation
S Afzal, P Robinson
New perspectives on affect and learning technologies, 55-70, 2011
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
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
Designing for automatic affect inference in learning environments
S Afzal, P Robinson
Journal of Educational Technology & Society 14 (4), 21-34, 2011
Modelling affect in learning environments-motivation and methods
S Afzal, P Robinson
2010 10th IEEE International Conference on Advanced Learning Technologies …, 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
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
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
26 Emotion Data Collection and Its Implications for Affective Computing
S Afzal, P Robinson
The Oxford handbook of affective computing, 359, 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
A study of affect in intelligent tutoring
S Afzal, P Robinson
Workshop on Modeling and Scaffolding Affective Experiences to Impact …, 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
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
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
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
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
Implicit and Explicit Emotions in MOOCs.
M Syed, M Chetlur, S Afzal, GA Ambrose, NV Chawla
International Educational Data Mining Society, 2019
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