Shazia Afzal

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Dr. Shazia Afzal

 https://orcid.org/0000-0001-7151-4306
    Calculated based on number of publications stored in Pure and citations from Scopus
    20092023

    Research activity per year

    • 18 Conference contribution
    • 2 Article
    • 2 Conference article

    Search results

    • 2023

      AutoDOViz: Human-Centered Automation for Decision Optimization

      Weidele, D. K. I., Afzal, S., Valente, A. N., Makuch, C., Cornec, O., Vu, L., Subramanian, D., Geyer, W., Nair, R., Vejsbjerg, I., Marinescu, R., Palmes, P., Daly, E. M., Franke, L. & Haehn, D., 27 Mar 2023, Proceedings Of 2023 28th Annual Conference On Intelligent User Interfaces, Iui 2023. Association for Computing Machinery, p. 664-680 17 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      7 Citations (Scopus)

    • QVoice: Arabic Speech Pronunciation Learning Application

      El Kheir, Y., Khnaisser, F., Chowdhury, S. A., Mubarak, H., Afzal, S. & Ali, A., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 3677-3678 2 p.

      Research output: Contribution to journal › Conference article › peer-review

    • 2022

      Automatic Assessment of Quality of your Data for AI

      Patel, H., Gupta, N., Panwar, N., Sharma Mittal, R., Mehta, S., Guttula, S., Mujumdar, S., Afzal, S., Bedathur, S. & Munigala, V., 8 Jan 2022, CODS-COMAD 2022 - Proceedings of the 5th Joint International Conference on Data Science and Management of Data (9th ACM IKDD CODS and 27th COMAD). Association for Computing Machinery, p. 354-357 4 p. (ACM International Conference Proceeding Series).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      4 Citations (Scopus)
    • 2021

      2nd International Workshop on Data Quality Assessment for Machine Learning

      Patel, H., Ishikawa, F., Berti-Equille, L., Gupta, N., Mehta, S., Masuda, S., Mujumdar, S., Afzal, S., Bedathur, S. & Nishi, Y., 14 Aug 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4147-4148 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      3 Citations (Scopus)

    • Data-Debugging Through Interactive Visual Explanations

      Afzal, S., Chaudhary, A., Gupta, N., Patel, H., Spina, C. & Wang, D., 2021, Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2021 Workshops, WSPA, MLMEIN, SDPRA, DARAI, and AI4EPT, 2021 Proceedings. Gupta, M. & Ramakrishnan, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 133-142 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12705 LNAI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      5 Citations (Scopus)

    • Data Quality for Machine Learning Tasks

      Gupta, N., Mujumdar, S., Patel, H., Masuda, S., Panwar, N., Bandyopadhyay, S., Mehta, S., Guttula, S., Afzal, S., Sharma Mittal, R. & Munigala, V., 14 Aug 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4040-4041 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      69 Citations (Scopus)

    • Data readiness report

      Afzal, S., Rajmohan, C., Kesarwani, M., Mehta, S. & Patel, H., 2021, Proceedings - 2021 IEEE International Conference on Smart Data Services, SMDS 2021. Atukorala, N., Chang, C. K., Damiani, E., Fu Lizhi, M., Spanoudakis, G., Srivatsa, M., Wang, Z. & Zhang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 42-51 10 p. (Proceedings - 2021 IEEE International Conference on Smart Data Services, SMDS 2021).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      16 Citations (Scopus)
    • 2020

      AI Medical School Tutor: Modelling and Implementation

      Afzal, S., Dhamecha, T. I., Gagnon, P., Nayak, A., Shah, A., Carlstedt-Duke, J., Pathak, S., Mondal, S., Gugnani, A., Zary, N. & Chetlur, M., 2020, Artificial Intelligence in Medicine - 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Proceedings. Michalowski, M. & Moskovitch, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 133-145 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12299 LNAI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      4 Citations (Scopus)

    • Overview and Importance of Data Quality for Machine Learning Tasks

      Jain, A., Patel, H., Nagalapatti, L., Gupta, N., Mehta, S., Guttula, S., Mujumdar, S., Afzal, S., Sharma Mittal, R. & Munigala, V., 23 Aug 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3561-3562 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      199 Citations (Scopus)
    • 2019

      Development and deployment of a large-scale dialog-based intelligent tutoring system

      Afzal, S., Dhamecha, T. I., Mukhi, N., Sindhgatta, R., Marvaniya, S., Ventura, M. & Yarbro, J., 2019, Industry Papers. Association for Computational Linguistics (ACL), p. 114-121 8 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 2).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      19 Citations (Scopus)

    • Implicit and explicit emotions in MOOCs

      Syed, M., Chetlur, M., Afzal, S., Ambrose, G. A. & Chawla, N. V., 2019, EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining. Lynch, C. F., Merceron, A., Desmarais, M. & Nkambou, R. (eds.). International Educational Data Mining Society, p. 432-437 6 p. (EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      2 Citations (Scopus)

    • The personality of ai systems in education: Experiences with the watson tutor, a one-on-one virtual tutoring system

      Afzal, S., Dempsey, B., D’Helon, C., Mukhi, N., Pribic, M., Sickler, A., Strong, P., Vanchiswar, M. & Wilde, L., 2 Jan 2019, In: Childhood Education. 95, 1, p. 44-52 9 p.

      Research output: Contribution to journal › Article › peer-review

      22 Citations (Scopus)
    • 2018

      Dialogue-based tutoring at scale: Design and challenges

      Chang, M., Ventura, M., Ahn, J. W., Foltz, P., Ma, T., Dhamecha, T. I., Marvaniya, S., Watson, P., D'helon, C., Wetzel, A., Haas, A. P., Banaszynski, K., Behrens, J., Nelson, G., Sundararajan, S. C., Tejwani, R., Afzal, S. & Mukhi, N., 2018, In: CEUR Workshop Proceedings. 2128

      Research output: Contribution to journal › Conference article › peer-review

    • Impact of tutor errors on student engagement in a dialog based intelligent tutoring system

      Afzal, S., Shashidhar, V., Sindhgatta, R. & Sengupta, B., 2018, Intelligent Tutoring Systems - 14th International Conference, ITS 2018, Proceedings. Vassileva, J., Nkambou, R. & Azevedo, R. (eds.). Springer Verlag, p. 267-273 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10858 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      3 Citations (Scopus)

    • Preliminary evaluations of a dialogue-based digital tutor

      Ventura, M., Chang, M., Foltz, P., Mukhi, N., Yarbro, J., Salverda, A. P., Behrens, J., Ahn, J. W., Ma, T., Dhamecha, T. I., Marvaniya, S., Watson, P., D’helon, C., Tejwani, R. & Afzal, S., 2018, Artificial Intelligence in Education - 19th International Conference, AIED 2018, Proceedings. Luckin, R., Porayska-Pomsta, K., du Boulay, B., Mavrikis, M., Penstein Rosé, C., McLaren, B., Martinez-Maldonado, R. & Hoppe, H. U. (eds.). Springer Verlag, p. 480-483 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10948 LNAI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      16 Citations (Scopus)
    • 2017

      The ABC of MOOCs: Affect and its inter-play with behavior and cognition

      Afzal, S., Sengupta, B., Syed, M., Chawla, N., Ambrose, G. A. & Chetlur, M., 2 Jul 2017, 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. Institute of Electrical and Electronics Engineers Inc., p. 279-284 6 p. (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017; vol. 2018-January).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      4 Citations (Scopus)
    • 2011

      Designing for automatic affect inference in learning environments

      Afzal, S. & Robinson, P., 2011, In: Educational Technology and Society. 14, 4, p. 21-34 14 p.

      Research output: Contribution to journal › Article › peer-review

      20 Citations (Scopus)
    • 2010

      Modelling affect in learning environments: Motivation and methods

      Afzal, S. & Robinson, P., 2010, Proceedings - 10th IEEE International Conference on Advanced Learning Technologies, ICALT 2010. p. 438-442 5 p. 5573217. (Proceedings - 10th IEEE International Conference on Advanced Learning Technologies, ICALT 2010).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      15 Citations (Scopus)
    • 2009

      Do affect-sensitive machines influence user behavior?

      Riek, L. D., Afzal, S. & Robinson, P., 2009, Adaptive and Emergent Behaviour and Complex Systems - Proceedings of the 23rd Convention of the Society for the Study of Artificial Intelligence and Simulation of Behaviour, AISB 2009. p. 37-40 4 p. (Adaptive and Emergent Behaviour and Complex Systems - Proceedings of the 23rd Convention of the Society for the Study of Artificial Intelligence and Simulation of Behaviour, AISB 2009).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      1 Citation (Scopus)

    • Intentional affect: An alternative notion of affective interaction with a machine

      Afzal, S., Morrison, C. & Robinson, P., 2009, People and Computers XXIII Celebrating People and Technology - Proceedings of HCI 2009. British Computer Society, p. 370-374 5 p. (People and Computers XXIII Celebrating People and Technology - Proceedings of HCI 2009).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      2 Citations (Scopus)

    • Natural affect data - Collection & annotation in a learning context

      Afzal, S. & Robinson, P., 2009, Proceedings - 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009. 5349537. (Proceedings - 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      60 Citations (Scopus)

    • Perception of emotional expressions in different representations using facial feature points

      Afzal, S., Sezgin, T. M., Gao, Y. & Robinson, P., 2009, Proceedings - 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009. 5349549. (Proceedings - 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      14 Citations (Scopus)
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