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Sanghamitra Bandyopadhyay
Also published under:S. Bandyopadhyay
Affiliation
Machine Intelligence Unit, Indian Statistical Institute, Kolkata, West Bengal, India
Topic
Adjusted Rand Index,Atrous Convolution,Atrous Spatial Pyramid Pooling,Attention Mechanism,Attention Module,Benjamini-Hochberg Procedure,Cell Clusters,Challenging Area,Channel Attention,Computed Tomography,Computed Tomography Analysis,Computed Tomography Scan Images,Convolution Kernel,Convolution Operation,Convolutional Layers,Convolutional Neural Network,Convolutional Neural Network Architecture,Correlation Measures,Deep Convolutional Neural Network,Deep Learning,Differential Expression Analysis,Differentially Expressed,Dilated Convolution,Dilation Rate,Dropout Events,Dropout Rate,Expression Values,Family-wise Error,Feature Maps,Fuzzy Membership,Fuzzy Membership Functions,Fuzzy Set,Gaussian Copula,Gene Expression Values,Gradient Flow,Graph Convolutional Network,Graph Learning Framework,Graph Neural Networks,High Dropout Rate,Individual Cells,Knowledge Transfer,Logistic Sigmoid Function,Low Amounts Of RNA,Lung Computed Tomography,Lung Nodules,Machine Learning,Machine Learning Applications,Membership Function,Membership Values,Multiple Imputation,
Biography
Sanghamitra Bandyopadhyay received the PhD degree in computer science in 1998 from Indian Statistical Institute, Kolkata, India, where she currently serves as a professor. She has worked at the Los Alamos National Laboratory; the University of New South Wales, Australia; the University of Texas at Arlington; the University of Maryland, Baltimore County; Fraunhofer Institute AiS, Germany; Tsinghua University, China; University of Rome, Italy; and MPI, Saarbruken, Germany. She received the prestigious S.S. Bhatnagar Award in 2010. She has also received the Humboldt Fellowship for experienced researchers. She has coauthored five books and more than 200 research papers. Her research interests include pattern recognition, data mining, soft computing, and bioinformatics. She is a senior member of the IEEE.