Results 201 to 210 of about 171,040 (210)

Gaussian Process Regression–Neural Network Hybrid with Optimized Redundant Coordinates: A New Simple Yet Potent Tool for Scientist's Machine Learning Toolbox

Advanced Intelligent Discovery, EarlyView.
A machine learning method, opt‐GPRNN, is presented that combines the advantages of neural networks and kernel regressions. It is based on additive GPR in optimized redundant coordinates and allows building a representation of the target with a small number of terms while avoiding overfitting when the number of terms is larger than optimal.
Sergei Manzhos, Manabu Ihara
wiley   +1 more source

Ensemble machine learning strategies for mineral prospectivity mapping under data scarcity. [PDF]

Sci Rep
Amirajlo P, Hassani H, Pour AB, Habibkhah N.   +3 more
europepmc   +1 more source

Harnessing Digital Microstructure for Simulation‐Guided Optimization of Permanent Magnets

Advanced Intelligent Discovery, EarlyView.
An experimental‐to‐computational workflow is presented that transforms experimental 3D focused ion beam‐scanning electron microscopy data into a simulation‐ready digital microstructure for multiphase functional materials. Using heavy‐rare‐earth‐free Nd–Fe–B magnets as a model system, the approach quantifies grain connectivity across complex secondary ...
Nikita Kulesh, Anton Bolyachkin, Hajime Nakamura, Tadakatsu Ohkubo, Hossein Sepehri‐Amin   +4 more
wiley   +1 more source

Improving Visible Light Positioning Accuracy Using Particle Swarm Optimization (PSO) for Deep Learning Hyperparameter Updating in Received Signal Strength (RSS)-Based Convolutional Neural Network (CNN). [PDF]

Sensors (Basel)
Chang CM, Lin YZ, Chow CW.
europepmc   +1 more source

A novel method of bayesian genetic optimization on automated hyperparameter tuning. [PDF]

Sci Rep
Li Q, Kamaruddin N, Zhang J, Peng C, Sui Ki Khoo A.   +4 more
europepmc   +1 more source

Particle swarm optimized deep learning for jamming detection and throughput enhancement in cognitive radio networks. [PDF]

Sci Rep
Imran M, Ibrahim K, Zhiwen P, Nan L, Qahmash A, Atteia G, Akram T.   +6 more
europepmc   +1 more source

Swarm intelligence-optimized deep neural network for intelligent diagnosis of lithium‑ion battery state of health. [PDF]

Sci Rep
Li C, Yan B, Zhu C, Zhou X, Jia Y.
europepmc   +1 more source

Machine learning-enhanced multi-band metamaterial sensor for early detection of neurological disorders. [PDF]

Sci Rep
Miah A, Al Zafir S, Das J, Al-Faruk J, Hasnain M, Zim SI, Haque SMA, Wahed A.   +7 more
europepmc   +1 more source

Advanced artificial intelligence vs simpler models for 1-year death prediction among patients receiving hemodialysis. [PDF]

JAMIA Open
K K, Flythe JE, Pun PH, Winkelmayer WC, Carlson D.   +4 more
europepmc   +1 more source

Machine Learning Driven Insights into Socio-Economic, Demographic, and Health Determinants of Type-II Diabetes: A Tuned Hyperparameter Random Forest Model Using NFHS-5 Data.

J Pharm Bioallied Sci
Athwani H, Awasthi K, Athwani M, Pandey R.   +3 more
europepmc   +1 more source