IEEE

FedDict: Towards Practical Federated Dictionary-Based Time Series Classification

Abstract: The dictionary-based approach is one of the most representative types of time series classification (TSC) algorithm due to its high accuracy, efficiency, and good interpretability. However, ...
GitHub

HTML content (Python's Folium map) not showing in Notebook's output cell

# Create a sample folium map m = folium.Map(location=[40.4168, -3.7038], zoom_start=12) # m.show_in_browser() # It works (opening a webbrowser window) # display(m) # Doesn't work m # Doesn't work The ...
The New York Times

Building an Octopus Dictionary, One Arm Movement at a Time

Scientists set out to understand all the ways the animals use their eight appendages. It wasn’t easy. By Kate Golembiewski The eight arms of an octopus are right there in its name. But these ...
IEEE

Underwater Acoustic Target Recognition Using Dictionary Learning-Based Feature Fusion and MD-GANs Data Augmentation

Abstract: Underwater acoustic target recognition is essential for ocean monitoring, resource exploration, and military applications. However, the complexity of underwater environments and the scarcity ...