KeyDetect --Detection of anomalies and user based on Keystroke Dynamics

no code implementations • 8 Apr 2023 • Soumyatattwa Kar, Abhishek Bamotra, Bhavya Duvvuri, Radhika Mohanan

In ANN, we implemented multi-class classification using 1-D convolution as the data was correlated and multi-class classification with negative class which was used to classify anomaly based on all users put together.

Anomaly Detection Multi-class Classification

Online Fusion of Multi-resolution Multispectral Images with Weakly Supervised Temporal Dynamics

1 code implementation • 6 Jan 2023 • Haoqing Li, Bhavya Duvvuri, Ricardo Borsoi, Tales Imbiriba, Edward Beighley, Deniz Erdogmus, Pau Closas

To evaluate the proposed methodology we consider a water mapping task where real data acquired by the Landsat and MODIS instruments are fused generating high spatial-temporal resolution image estimates.

Recursive classification of satellite imaging time-series: An application to water mapping, land cover classification and deforestation detection

no code implementations • 4 Jan 2023 • Helena Calatrava, Bhavya Duvvuri, Haoqing Li, Ricardo Borsoi, Edward Beighley, Deniz Erdogmus, Pau Closas, Tales Imbiriba

Our method also improves the performance of deep learning-based classifiers without the need for additional training data.

Classification Decision Making +3