Summaya Mumtaz

Norwegian version of this page
Visiting address Gaustadaleen 23B (8th Floor)
Other affiliations Faculty of Mathematics and Natural Sciences (Student)

Research Interests

  • Data Science
  • Machine Learning
  • Knowledge-based Embeddings
  • Knowledge-based Similarity Measures
  • Data-driven Models
  • Data Analytics



  • Mumtaz, Summaya & Giese, Martin (2020). Frequency-Based vs. Knowledge-Based Similarity Measures for Categorical Data, In Andreas Martin; Hinkelmann Knut & Hans-George Fill (ed.),  AAAI-MAKE 2020 Combining Machine Learning and Knowledge Engineering in Practice - Volume I: Spring Symposium.  Technical University of Aachen.  ISBN 9783642224126.  AAAI MAKE 2020Spring Symposium.
  • Mumtaz, Summaya; Pene, Irina; Latif, Adnan & Giese, Martin (2020). Data-based support for petroleum prospect evaluation. Earth Science Informatics.  ISSN 1865-0473. . doi: 10.1007/s12145-020-00502-4
  • Alshahrani, Mohammed; Zhu, Fuxi; Sameh, Ahmed; Zheng, Lin & Mumtaz, Summaya (2018). Evaluating the influence of twitter on the saudi arabian stock market indicators. Advances in Intelligent Systems and Computing.  ISSN 2194-5357.  753, s 113- 132 . doi: 10.1007/978-3-319-78753-4_10

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Published May 11, 2017 2:54 PM - Last modified Nov. 20, 2020 9:20 PM