Deep learning reveals nanoparticle shape from routine tracking analysis without new hardware

Researchers at the University of Tokyo and the Innovation Center of NanoMedicine (iCONM) have developed an artificial ...

Why Investors Should Care About Midstream Classifications

The Energy MLP Classification Standard (EMCS) categorizes energy infrastructure companies based on their primary source of ...
GitHub

plot_calibration_multiclass.py

sigmoid calibration on a hold-out validation set. Colors indicate the true class of an instance (red: class 1, green: class 2, blue: class 3). # Data # Below, we generate a classification dataset with ...
News Medical

The NOVA Method of Food Classification

What is the NOVA method of food classification? Food processing ensures safety and shelf life by transforming raw components into new products. In the last several decades, this has changed in ...
Scientific Research Publishing

Deep Learning-Based Multi-Class Classification of Retinal Diseases from OCT Images Using Transfer Learning ()

1 Amazon Web Services, Seattle, USA. 2 Rajiv Gandhi University of Knowledge Technologies, Nuzvid, India. Optical Coherence Tomography (OCT) is a non-invasive imaging modality widely employed for ...
JD Supra

SEC Multi-Class Exemptive Relief for Privately Offered BDCs and Closed-End Funds

On March 12, 2025, the Securities and Exchange Commission (“SEC”) issued a notice on Ares Core Infrastructure Fund’s (“Ares”) application[1] for multi-class exemptive relief (the “Private Placement ...
IEEE

Perturbation-Based SMOTE for Multi-Class Imbalanced Classification

Abstract: Multi-class imbalanced classification is a challenge in machine learning. The classical synthetic minority oversampling technique (SMOTE) alleviates this challenge by balancing the class ...