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| Name | Madhushri Banerjee |
| Faculty, Staff, or Student? | |
| GGC Email (required) | |
| Blog or Website | |
| Bio | Dr. Madhushri Banerjee is an Assistant Professor of Information Technology at GGC. She has completed Bachelors and Masters in Computer Science from University of Calcutta, India. She subsequently did a Masters in Internet Software Systems from University of Birmingham, UK and thereafter completed her doctoral studies in Privacy Preserving Data Mining (PPDM) from University of Maryland Baltimore County. Her research interests include Data Mining, Statistical Data Analysis, Medical Data Mining, Internet Technology and Pedagogy. She has successfully published her work in premium journals like Data and Knowledge Engineering and top conferences like CIKM. |
| Scholarship/Publications | ⢠S. Chakravarty, M. Banerjee, S. Chandel. (2017). âSpectral-Spatial Classification of Hyperspectral Imagery Using Support Vector and Fuzzy-MRFâ. 2018 International Conference on Intelligent, Secure, and Dependable Systems in Distributed and Cloud Environment: Vancouver, BC, Canada, October 26-28, doi.20172018 151-161. 10.1007/978-3-319-69155-8_11 ⢠S. Chakravarty, M. Banerjee, C.C. Hung. âKalman Particle Filtering Algorithm And Its Comparison To Kalman Based Linear Unmixingâ. 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, TX, USA, July 23-28, 2017 ⢠S. Chakravarty, M. Banerjee. âA novel RANSAC-based Kalman filter algorithm for object characterization and trackingâ. SPIE Defense, Security and Sensing Symposium, Baltimore, USA, May 5 – May 9, 2014 ⢠S. Chakravarty, M. Banerjee. âA new feature selection method for OCT retinal data analysisâ. SPIE Defense, Security and Sensing Symposium, Baltimore, USA, April 29 – May 3, 2013 ⢠M. Banerjee, Z. Chen, A. Gangopadhyay. âA Generic and Distributed Privacy Preserving Classification Method with A Worst-Case Privacy Guaranteeâ. Distributed and Parallel Databases, 2013, http://dx.doi.org/10.1007/s10619-013-7126-6 ⢠S. Chakravarty, M. Banerjee. âA Manifold Learning-based Identification of Latent Variations in Root Cross Sections of Plantsâ. SPIE Defense, Security and Sensing Symposium, Baltimore, USA, April 23-26, 2012 ⢠M. Banerjee, S. Chakravarty. âPrivacy Preserving Feature Selection for Distributed Data Using Virtual Dimensionâ. CIKM 2011, Glasgow, Scotland. Oct 24-28, 2011 ⢠M. Banerjee, Z. Chen, A. Gangopadhyay. âA Utility-Aware and Holistic Approach for Privacy Preserving Distributed Mining with Worst Case Privacy Guaranteeâ. In Proceedings of Workshop on Secure Knowledge Management. New Brunswick, NJ. Oct 2010. ⢠A. Joshi, A. Gangopadhyay, M. Banerjee, G. Baffoe-Bonnie, V. L. Mohanlal, R. K. Wali. âA Clustering Method to Study the Loss of Kidney Function Following Kidney Transplantationâ. International Journal of Biomedical Engineering and Technology. 2010 Vol.3, No.1/2 pp.64-82; DOI: 10.1504/IJBET.2010.029652. ⢠S. Mukherjee. M. Banerjee. Z. Chen, A. Gangopadhyay. âA Privacy Preserving Technique for Distance-based Classification with Worst Case Privacy Guaranteesâ. Data & Knowledge Engineering (2008), doi:10.1016/j.datak.2008.03.004 |