Vanika Singhal

Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning

Vanika Singhal, Jyoti Maggu, Angshul Majumdar · IEEE Transactions on Smart Grid · 2018 · 106 citations

Engineering, Machine Learning, Aggregate Smart-meter Reading +18

Local Binary Pattern for automatic detection of Acute Lymphoblastic Leukemia

Vanika Singhal, Preety Singh · 2014 · 70 citations

Engineering, Feature Detection, Mixed-phenotype Acute Leukemia +25

Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification

Vanika Singhal, Hemant Kumar Aggarwal, Snigdha Tariyal et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 57 citations

Hyperspectral Imaging, Image Classification, Convolutional Neural Network +15

Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements

Vanika Singhal, Angshul Majumdar, Rabab Ward · IEEE Access · 2017 · 26 citations · Full text

Engineering, Machine Learning, Semi-supervised Deep Blind +19

Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning

Vanika Singhal, Angshul Majumdar · Neural Processing Letters · 2017 · 22 citations

Majorization Minimization Technique, Sparse Representation, Engineering +6