Results 251 to 260 of about 41,443 (305)

IoTDI-ImbS: A Precise Identification Model and Algorithm for IoT Devices from Network Traffic. [PDF]

Sensors (Basel)
Qian J, Zhao S, Wang Z, Li Z.
europepmc   +1 more source

Harnessing Machine Learning to Understand and Design Disordered Solids

Advanced Intelligent Discovery, EarlyView.
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley   +1 more source

An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting

Advanced Intelligent Discovery, EarlyView.
Architecture of the proposed large language model (LLM)‐based agent framework for autonomous time series forecasting in thermal power generation systems. The framework operates through a vertical pipeline initiated by natural language queries from users, which are processed by the LLM Agent Core powered by Llama.cpp and a ReAct loop with persistent ...
William Gouvêa Buratto, Gabriel Villarrubia Gonzalez, Ademir Nied, Laio Oriel Seman, Anne Carolina Rodrigues Klaar, Stefano Frizzo Stefenon   +5 more
wiley   +1 more source

Histopathological Assessment of Myocardial Ischemia-Reperfusion Injury Using Transformer-Based Artificial Intelligence: Model Comparison Study. [PDF]

JMIR Med Inform
Liu C, Xu M, Lv Y, Zhu Z, Pan Y, Wang Y.
europepmc   +1 more source

Overcoming the Nyquist Limit in Molecular Hyperspectral Imaging by Reinforcement Learning

Advanced Intelligent Discovery, EarlyView.
Explorative spectral acquisition guide automatically selects informative spectral bands to optimize downstream tasks, outperforming full‐spectrum acquisition. The selected hyperspectral data are used for tasks such as unmixing and segmentation. BandOptiNet encodes selection states and outputs optimal bands to guide spectral acquisition. Recent advances
Xiaobin Tang, Yongqing Zhang, Xinyu Deng, Hyeon Jeong Lee, Delong Zhang   +4 more
wiley   +1 more source

Integrated spatial-temporal feature alignment with graph convolutional and gated recurrent networks for traffic flow prediction. [PDF]

PLoS One
Ata KI, Hassan MK, Al-Haddad SAR, Alquthami T, Rahman RZA, Alani S, Hoque MA.   +6 more
europepmc   +1 more source

When Biology Meets Medicine: A Perspective on Foundation Models

Advanced Intelligent Discovery, EarlyView.
Artificial intelligence, and foundation models in particular, are transforming life sciences and medicine. This perspective reviews biological and medical foundation models across scales, highlighting key challenges in data availability, model evaluation, and architectural design.
Kunying Niu, Yuxing Wang, Limin Zou, Jing Huang   +3 more
wiley   +1 more source

Multiscale Traffic Dynamics Representation for Forecasting via MEMD-Guided Dual-Branch Recurrent Networks. [PDF]

Sensors (Basel)
Qian Y, Kang T, Zhang S, Li C, Wang X, Zhao S.   +5 more
europepmc   +1 more source

Heart disease diagnosis and categorization from ECG signals using hybrid Fuzzy-CNN machine optimized by meta-heuristic algorithms. [PDF]

Sci Rep
Davani M, Taghizadeh M, Pirbonyeh MA, Jamali J.   +3 more
europepmc   +1 more source

Application of deep learning in crop research: From genomics to phenomics. [PDF]

Plant Genome
Wu Z, Sun Y, Luo Q, Wei J, Cui J, Fang Y, Niu Y, Li Z, Wang X, Liu Z.   +9 more
europepmc   +1 more source