2,222 Result(s)
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Article
Efficient evolutionary neural architecture search based on hybrid search space
Manually designed convolutional neural networks have demonstrated excellent performance in various domains, but designing neural networks suitable for specific tasks poses significant challenges, and the emerg...
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Improved randomized approaches to the location of a conservative hyperplane
This paper presents improved approaches to the treatment of combinatorial challenges associated with the search process for conservative cuts arising in disjoint bilinear programming. We introduce a new random...
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A new MCDM integrating fuzzy rough set and TOPSIS method
In this paper, by integrating the advantages of multi-granulation fuzzy rough set (MGFRS) and variable precision fuzzy rough set (VPFRS), we introduce a new model of multi-granulation granular variable precisi...
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Open AccessThe mastery of details in the workflow of materials machine learning
As machine learning (ML) continues to advance in the field of materials science, the variation in strategies for the same steps of the ML workflow becomes increasingly significant. These details can have a sub...
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Correction to: Dynamic clustering of spatial–temporal rainfall and temperature data over multi‑sites in Yemen using multivariate functional approach
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Dynamic clustering of spatial–temporal rainfall and temperature data over multi-sites in Yemen using multivariate functional approach
Analyzing Multivariate Functional Data (MFD) presents growing challenges in the context of climate change modeling due to many issues, such as coarse resolution, model complexity, and big data processing. In t...
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The concept information of graph granule with application to knowledge graph embedding
Knowledge graph embedding (KGE) has become one of the most effective methods for the numerical representation of entities and their relations in knowledge graphs. Traditional methods primarily utilise triple f...
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Research on fuzzy dynamic route choice model and algorithm of wargame
This paper aims at automatic route choice in wargame deduction, that is, using computer algorithms to mimic the route choice of human players. Route choice is the process by which a player of a game chooses th...
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Open AccessExponential Stability of Impulsive Stochastic Neutral Neural Networks with Lévy Noise Under Non-Lipschitz Conditions
In this paper, the exponential stability issue of stochastic impulsive neutral neural networks driven by Lévy noise is explored. By resorting to the Lyapunov-Krasovskii function that involves neutral time-dela...
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Robust current control of single-phase PWM rectifier based on generalized internal model control
Faults in traction system rectifiers can cause deterioration in system performance, robustness, and continuity. A single fault may propagate and cause the whole system to be shut down. Therefore, improving the...
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Open AccessTwin-tower transformer network for skeleton-based Parkinson’s disease early detection
Parkinson’s disease is a chronic neurodegenerative condition accompanied by a variety of motor and non-motor clinical symptoms. Diagnosing Parkinson’s disease presents many challenges, such as excessive relian...
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Open AccessSS-CRE: A Continual Relation Extraction Method Through SimCSE-BERT and Static Relation Prototypes
Continual relation extraction aims to learn new relations from a continuous stream of data while avoiding forgetting old relations. Existing methods typically use the BERT encoder to obtain semantic embeddings...
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Identification of groundwater pollution sources based on optimal layout of groundwater pollution monitoring network
The accuracy of pollution source identification significantly depends on the amount of effective information derived from monitoring data. Currently, most of the comprehensive studies on groundwater contaminat...
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Open AccessAuthor Correction: Emergent topological states via digital (001) oxide superlattices
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Open AccessAuthor Correction: Optimizing and extending ion dielectric polarizability database for microwave frequencies using machine learning methods
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Experimental study on spray characteristics of aviation kerosene RP-3 in a radial rotary atomizer
In this work, the spray behaviors of a rotary atomizer with round-shaped injection orifices are experimentally investigated to study the breakup mechanism and spray characteristics using RP-3 as the liquid fue...
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Target link protection against link-prediction-based attacks via artificial bee colony algorithm based on random walk
Link prediction is a network analysis model used to discover missing links or future relationships that may appear, which has been widely used in many real network systems to predict the potential relationship...
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Open AccessTailoring the quantum anomalous layer Hall effect in multiferroic bilayers through sliding
Layer Hall effect (LHE), initially discovered in the magnetic topological insulator MnBi2Te4 film, expands the Hall effect family and opens a promising avenue for layertronics applications. In this study, we pres...
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Rough Fuzzy K-Means Clustering Based on Parametric Decision-Theoretic Shadowed Set with Three-Way Approximation
Rough fuzzy K-means (RFKM) decomposes data into clusters using partial memberships by underlying structure of incomplete information, which emphasizes the uncertainty of objects located in cluster boundary. In...
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Open AccessAczel-Alsina power bonferroni aggregation operators for picture fuzzy information and decision analysis
Picture fuzzy set (PFS) is an expedient mathematical approach for interpreting imprecise and nebulous information, and the power Bonferroni mean (PBM) operator is a crucial generalization of the power average ...
