Nature

Optimization Techniques in Machine Learning Applications

Optimization lies at the heart of machine learning, governing how models learn from data, tune internal parameters and adapt to new tasks. At its core, optimisation ...

Machine learning helps track semiconductor defects under more realistic temperature conditions

All materials contain inherent defects. These are not always harmful, since they can be used to engineer and introduce ...
techtarget

4 types of machine learning models explained

Artificial intelligence is built on the foundation of machine learning (ML) models. These models are software programs designed to classify data, identify data patterns, spot anomalies in data sets, ...
Nature

Machine Learning Applications in Raman Spectroscopy

Raman spectroscopy provides molecular-level insights by measuring inelastic scattering of light, yet its inherently weak signal and complex background present challenges for routine analysis. Machine ...
National Academies of Sciences%2c Engineering%2c and Medicine

Using Machine Learning in Safety-Critical Applications: Setting a Research Agenda

Machine learning components are enabling advances in self-driving cars, the power grid, and robotic medicine, but what are the implications for safety? Decades of research and practice in safety ...

Quantum models predict lung cancer using limited training data in preliminary tests

Developing reliable machine learning models for health care can be challenging when only small datasets are available. This challenge motivates research into whether quantum computing approaches can ...
BIOENGINEER

Machine Learning Model Cracks the Black Box of US News Mechanical Engineering Rankings

A Random Forest classifier predicts U.S. News mechanical engineering graduate program rank intervals with 0.91 test accuracy, ...
Forbes

How AI, Data Science, And Machine Learning Are Shaping The Future

Forbes contributors publish independent expert analyses and insights. Writes about the future of payments. We live in a world where machines can understand speech, recognize faces, and even generate ...
techtarget

12 top machine learning use cases and business applications

AI investment is soaring, as businesses across all industries seek to harness the technology's power to transform their operations, products, services and user experiences. Many of those dollars are ...
BIOENGINEER

Machine-Learning Model Targets Cystatin C Testing in Adults with Diabetes

A nine-predictor machine-learning model using routine laboratory data identified more than half of large negative eGFR ...
Semiconductor Engineering

Classical Computing vs. Machine Learning and Edge AI Techniques in Various Application Domains

Machine Learning (ML) algorithms have revolutionized various domains by enabling data-driven decision-making and automation. The deployment of ML models on embedded edge devices, characterized by ...

Machine-learning models predict human health from microbiome data

Inside the gut, on the surface of the skin and lining your ears, mouth and nose are colonies of millions of microbes. For ...