Scalable randomized kernel methods for multiview data integration and prediction with application to Coronavirus disease. [PDF]
BiostatisticsSafo SE, Lu H.
europepmc +1 more source
Water Quality Sensing and Spatio-Temporal Monitoring Structure with Autocorrelation Kernel Methods. [PDF]
Sensors (Basel), 2017 Vizcaíno IP +4 more
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Engineering Neuronal Network Connectivity Through Precise and Scalable Electrical Modulation
Advanced Science, EarlyView.This study presents a scalable all‐electrical method for precise neuronal‐circuit reconfiguration based on high‐density microelectrode arrays. By employing biologically inspired plasticity rules, targeted connectivity changes were successfully induced and quantified across diverse neuronal preparations.
Sreedhar S. Kumar +10 more
wiley +1 more source
On robustness properties of convex risk minimization methods for pattern recognition [PDF]
The paper brings together methods from two disciplines: machine learning theory and robust statistics. Robustness properties of machine learning methods based on convex risk minimization are investigated for the problem of pattern recognition ...
Christmann, Andreas, Steinwart, Ingo
core
Enhanced cricket match prediction using kernel methods for feature extraction and back-propagation neural networks. [PDF]
Sci RepDhinakaran K, Anbuchelian S.
europepmc +1 more source
Multiobjective optimization for model selection in kernel methods in regression. [PDF]
IEEE Trans Neural Netw Learn Syst, 2014 You D, Benitez-Quiroz CF, Martinez AM.
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Advanced Science, EarlyView.A physics‐informed property‐bridging framework links high‐throughput hardness screening to tensile performance in quenching and partitioning steels. By transferring metallurgically guided representations across properties, a single alloy composition is designed to achieve multiple strength grades through heat‐treatment tuning alone, offering a ...
Xiaolu Wei +7 more
wiley +1 more source
Exponential concentration in quantum kernel methods. [PDF]
Nat CommunThanasilp S, Wang S, Cerezo M, Holmes Z.
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MR Image Reconstruction Using Block Matching and Adaptive Kernel Methods. [PDF]
PLoS One, 2016 Schmidt JF, Santelli C, Kozerke S.
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Stress‐to‐Light Conversion in an Earth‐Abundant Oxide Semiconductor
Advanced Science, EarlyView.Stress‐to‐light conversion in solids represents a unique photonic functionality, yet it has never been realized in a chemically simple and sustainable material. Here, we show that sustainable semiconductor ZnO exhibits strong near‐infrared (NIR) luminescence under elastic stress when defect‐engineered to stabilize the p‐type state.
Tomoki Uchiyama +7 more
wiley +1 more source