Mrs. Zahra Jafari | Remote Sensing | Women Researcher Award
Zahra Jafari at Memorial University Of Newfoundland, Canada
Profiles
Early Academic Pursuits
Mrs. Zahra Jafari began her academic journey in Computer Engineering, achieving her M.Sc. at Memorial University of Newfoundland. She is currently pursuing her Ph.D., focusing on advanced topics in Data Analysis, Data Science, and Deep Learning.
Professional Endeavors
With over 5 years of experience as a Data Analyst and Data Scientist, Zahra has developed expertise in quantitative data management. At Memorial University, she serves as a Teaching Assistant, coordinating Python programming activities and mentoring undergraduate students. Previously, at TWM Company in Tehran, she specialized in data mining and machine learning applications.
Contributions and Research Focus
Mrs. Zahra’s research centers on Data Analysis, Deep Learning, and image processing. Her significant publications include innovative approaches to breast cancer detection and ship/iceberg classification using machine learning algorithms. Her work addresses critical challenges in data interpretation and application.
Impact and Influence
Mrs. Zahra has made a notable impact in both academic and professional settings. Her recognition with the Women in Engineering Best Paper Award at the NECEC Conference in 2023 highlights her commitment to advancing diversity and excellence in engineering and data science.
Legacy and Future Contributions Highlight
Looking forward, Mrs. Zahra aims to continue her research in data science and machine learning, focusing on practical applications that benefit society. Her dedication to education and mentorship promises to inspire future generations of engineers and data scientists.
Publications
A deep ensemble medical image segmentation with novel sampling method and loss function
- Authors: SeyedEhsan Roshan, Jafar Tanha, Mahdi Zarrin, Alireza Fakhim Babaei, Haniyeh Nikkhah, Zahra Jafari
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Journal: Computers in Biology and Medicine
- Year: 2024
A Novel Method for the Estimation of Sea Surface Wind Speed from SAR Imagery
- Authors: Zahra Jafari, Pradeep Bobby, Ebrahim Karami, Rocky Taylor
- Journal: Journal of Marine Science and Engineering
- Year: 2024
Breast cancer detection in mammography images: a CNN-based approach with feature selection
- Authors: Zahra Jafari, Ebrahim Karami
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Journal: Information
- Year: 2023
Enhanced ship/iceberg classification in SAR images using feature extraction and the fusion of machine learning algorithms
- Authors: Zahra Jafari, Ebrahim Karami, Rocky Taylor, Pradeep Bobby
- Journal: Remote Sensing
- Year: 2023
A Deep CNN Model Based Ensemble Approach for Semantic and Instance Segmentation of Indoor Environment
- Authors: Sajad Rezaei, Jafar Tanha, Zahra Jafari, SeyedEhsan Roshan, Mohammad-Amin Memar Kochebagh
- Journal: 2023 13th International Conference on Computer and Knowledge Engineering (ICCKE)
- Year: 2023