Sofia Kanwal
Personal Information
Research Area
Google scholar Page
Scopus Page
Sofia Kanwal 
Assistant Professor 
Emotion Mining 
+92 5824-960001  
Google Scholar  
Degree From To Major Institute/University
PhD 2014 2021 Artificial Intelligence Comsats University Islamabad
MS 2005 2008 Software Engineering International Islamic University Islamabad
Designation Organization From To
Assistant Professor University of Poonch Rawalakot June,2016 Till Date
Lecturer The University of Poonch, Rawalakot March,2012 June,2016
Lecturer University of Azad Jammu & Kashmir, Muzaffarabad May,2008 February,2012
Capacity Institute/University
Assistant Professor University of Poonch Rawalakot
Kanwal, Sofia, Sohail Asghar, and Hazrat Ali. "Feature selection enhancement and feature space visualization for speech-based emotion recognition." PeerJ Computer Science 8 (2022): e1091.
Kanwal, Sofia, Sohail Asghar, Akhtar Hussain, and Adnan Rafique. "Identifying the evidence of speech emotional dialects using artificial intelligence: A cross-cultural study." Plos one 17, no. 3 (2022): e0265199.
Kanwal, Sofia, and Sohail Asghar. "Speech emotion recognition using clustering based GA-optimized feature set." IEEE Access 9 (2021): 125830-125842.
Kanwal, Sofia, Ahmad Kamran Malik, and Nazir Ahmad Zafar. "Behaviour of social networks regarding spreading and controlling of diseases." Information and Communication Technologies (ICICT), 2015 International Conference on. IEEE, 2015.
Kanwal, Sofia, and N. A. Zafar. "Modeling of Automated Teller Machine System Using Discrete Structures." Proceedings of 8th IPMC (2007).
Kanwal Sofia and Nazir A. Zafar. "Formal Model of Automated Teller Machine System Using Z notation." Emerging Technologies, 2007. ICET 2007. International Conference on. IEEE, 2007.