Summaya Mumtaz
Doctoral Research Fellow
-
Department for Informatics
Norwegian version of this page
Email
summayam@ifi.uio.no
Username
Visiting address
Gaustadaleen 23B (8th Floor)
Postal address
Postboks 1080
0316 Oslo
Other affiliations
Programming
Research Interests
- Data Science
- Machine Learning
- Knowledge-based Embeddings
- Knowledge-based Similarity Measures
- Data-driven Models
- Data Analytics
Publications
- Evaluating the Influence of Twitter on the Saudi Arabian Stock Market Indicators, Alshahrani M, Zhu F, Sameh A, Zhang L & Summaya M , 5th International Symposium on Data Mining Applications. Advances in Intelligent Systems and Computing, Jan-2018
-
Customer Segmentation using Two-Step & K-Means Clustering Algorithm, Salar M, Moaz A, Faryal A, Ali Mustafa Q, Aatif K, Ahsan R, Summaya M & Khurrum J , International Journal of Information Technology Review, Nov-2013
-
Comparative analysis of machine learning Techniques for telecommunication Subscriber’s Churn Prediction, Saad A, Ammar S, Ali Mustafa Q, Aatif K, Summaya M & Khurram J, International Journal of Intelligent Computing, Dec- 2013
-
Mumtaz, Summaya & Giese, Martin (2021). Hierarchy-based semantic embeddings for single-valued & multi-valued categorical variables. Journal of Intelligent Information Systems. ISSN 0925-9902. doi: 10.1007/s10844-021-00693-2.
-
Mumtaz, Summaya & Giese, Martin (2020). Frequency-Based vs. Knowledge-Based Similarity Measures for Categorical Data. In Martin, Andreas; Knut, Hinkelmann & Fill, Hans-George (Ed.), AAAI-MAKE 2020 Combining Machine Learning and Knowledge Engineering in Practice - Volume I: Spring Symposium. Technical University of Aachen. ISSN 9783642224126.
-
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, p. 113–132. doi: 10.1007/978-3-319-78753-4_10.
Published May 11, 2017 2:54 PM
- Last modified Nov. 20, 2020 9:20 PM