Machine learning - Latest research and news | Nature
Dec 9, 2025 · Machine learning methods enable computers to learn without being explicitly programmed and have multiple applications, for example, in the improvement of data mining algorithms.
New machine-learning models outperform conventional risk ... - Nature
Feb 21, 2025 · We developed two machine-learning (ML) models to calculate the risk of in-hospital mortality in patients admitted due to overt GIB.
Developing new machine-learning intelligent models to predict the ...
Aug 22, 2025 · For this purpose, 360 3D FE models were analyzed and the results used to extract intelligent models for evaluation the excavation-tunnel response.
Enhancing malware detection with feature selection and scaling ...
Mar 9, 2025 · This study uses a binary tabular classification dataset to evaluate the impact of feature selection, feature scaling, and machine learning (ML) models on malware detection.
Performance of machine learning models for predicting high ... - Nature
May 25, 2025 · We performed a prospective, case-control, siteless study through a mobile application, MS Mosaic for data collection and retrospectively developed machine learning models.
Deep neural network approach integrated with reinforcement learning …
Aug 8, 2025 · In this study, a new and hybrid model is presented to predict the currency exchange rates, namely Long Short Term Memory and Deep Q-learning algorithm where the LSTM and DQN are …
Graph machine learning for integrated multi-omics analysis
May 10, 2024 · In this perspective, the authors are discussing the current trend of integrated multi-omics data analysis using graph machine learning approaches in the context of data-driven biomedical …
Signature-based intrusion detection using machine learning and deep ...
Jan 11, 2025 · The aim of this study to improve network security by combining methods for instruction detection from machine learning (ML) and deep learning (DL).
Evaluating machine learning algorithms for energy consumption ...
May 8, 2025 · According to the latest machine learning algorithms, energy consumption prediction has experienced a revolution, which provides strong tools for deciphering complex trends in huge data sets.
‘AI models are capable of novel research’: OpenAI’s ... - Nature
May 12, 2025 · Scientists are increasingly using reasoning models. What role could these models have in five years? Today you can talk to a model, but it’s only an assistant that needs constant guidance.