Learning The Most Rigorous Approaches To Validating Algorithms And Greatly Boosting AI Safety

Validating AI is increasingly getting societal attention. AI safety has been a low priority. No more. I explore validation as ...
IEEE

Distribution Learning Based on Evolutionary Algorithm-Assisted Deep Neural Networks for Imbalanced Image Classification

Abstract: Imbalanced image classification faces critical challenges in balancing the quality and diversity of synthetic minority samples. This article proposes the improved estimation distribution ...

Algorithm precisely quantifies flow of information in complex networks

Networks are systems comprised of two or more connected devices, biological organisms or other components, which typically ...
Frontiers

Enhancing clinical diagnosis of laryngeal cancer through fusion-based transfer learning with Osprey Optimisation Algorithm using histology images

Background: Laryngeal squamous cell carcinoma is the most commonly diagnosed neck and head cancer. In contrast, the primary stage of pre-malignant and laryngeal cancer (LC) has to be handled with ...
IEEE

Incremental Critic Learning Control With Policy Transfer for Wastewater Treatment Processes

Abstract: Regarding the control of dissolved oxygen concentration in wastewater treatment plants (WWTPs), the direct control policies in conventional critic learning control algorithms often exhibit ...
Frontiers

An Optimized Transfer Learning Approach Integrat-ing Deep Convolutional Feature Extractors for Malaria Parasite Classification in Erythrocyte Microscopy

The final, formatted version of the article will be published soon. Background: Malaria, caused by Plasmodium parasites transmitted through bites from infected female Anoph-eles mosquitoes, results in ...
GitHub

VAlduinV/Basic-classification-algorithms-using-the-Scikit-learn-library

Технічний аналіз. Правоскошений розподіл (skew≈1.95) з викидами (120–175). Саме «хвіст» створює високі значення у класі 1; для моделей — природні ...