Researchers at the University of California, Los Angeles have developed a compact, cost-effective diagnostic platform ...

(A) Photo of the lensfree holography system. (B) Physical and digital workflow of the automated HER2 scoring system using lensfree holography. (C) Visualization of the whole-slide lensfree holographic ...

Abstract: In this paper, a novel construction algorithm called imbalanced Takagi-Sugeno-Kang fuzzy classifier (IB-TSK-FC) for the TSK fuzzy classifier is presented to improve the classification ...

A systematic review newly published in the Journal of Pipeline Science and Engineering maps machine learning (ML) advances for pipelines across the full lifecycle: reliability-based design, structural ...

Abstract: Meta-learning aims to leverage prior knowledge from related tasks to enable a base learner to quickly adapt to new tasks with limited labeled samples. However, traditional meta-learning ...

Zoraptera, also known as angel insects or ground lice, are tiny termite-like insects generally found underneath bark or in ...

2 College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China Objective To demonstrate an application of Bayesian model averaging (BMA) with generalised additive ...

Find out more about undergraduate study at the School of Electronic Engineering and Computer Science.

--save_dir Directory used for saving the model. trained_models Any existing path --output_dir Directory used for saving the model evaluation results. results Any existing path --config_dir Directory ...

The optimized algorithms performed a 5-fold cross-validation and were searched by Bayes optimization in 30 trials. The trained model was tested with the 60 original hold-out instances for performance ...

Each classifier was augmented through different SDG methods: current state-of-the-art techniques (Bayesian networks, conditional tabular generative adversarial networks, tabular variational ...