Low‐rank isomap algorithm by Eysan Mehrbani, Mohammad Hossein Kahaei

“…In this paper, we propose the Low‐Rank Isomap (LRI) algorithm by introducing a projection operator on the embedded graph from the ambient space to a low‐rank latent space to facilitate applying the partial eigenvalue decomposition. …”
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Estimation of partially linear single-index spatial autoregressive model using B-splines by Lei Liu, Jun Dai

“…In this paper, we consider the partially linear single-index spatial autoregressive model to analyze the dependence of the spatial units and suggest an estimation method. …”
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Enhanced Noise Suppression in Partial Discharge Signals via SVD and VMD with Wavelet Thresholding by Hailong Wang, Yongliang Yao, Guangdong Zhang, Jidong Pan, Longlong Gao, Hai Jin, Chuang Wang

“…Comparative analysis indicates its superiority over existing algorithms in mitigating white noise and narrowband interference and more accurately restoring the partial discharge signal.…”
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PHEV Routing with Hybrid Energy and Partial Charging: Solved via Dantzig–Wolfe Decomposition by Zhenhua Chen, Qiong Chen, Cheng Xue, Yiying Chao

“…This study addresses the Plug-in Hybrid Electric Vehicle Routing Problem (PHEVRP), an extension of the classical VRP that incorporates energy mode switching and partial charging strategies. We propose a novel routing model that integrates three energy modes—fuel-only, electric-only, and hybrid—along with partial recharging decisions to enhance energy flexibility and reduce operational costs. …”
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Investigation on Photovoltaic Array Modeling and the MPPT Control Method under Partial Shading Conditions by Jianbo Bai, Leihou Sun, Rupendra Kumar Pachauri, Guangqing Wang

“…On the basis of a five-parameter photovoltaic (PV) mathematical model, a multipeak output model of a PV array under partial shading conditions (PSCs) is obtained by MATLAB simulation. …”
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Approximate Solutions of Nonlinear Partial Differential Equations by Modified q-Homotopy Analysis Method by Shaheed N. Huseen, Said R. Grace

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Numerical study of electromagnetic field intensity in a partially shielded inhomogeneous half ball by O.S. Skvortsov, A.A. Tsupak

“…The purpose of the work is to develop, implement and test a projection method for comparing methods of focusing electromagnetic fields passing through a dielectric partially shielded half ball. Material and methods. …”

MODELING OF MECHANISM OF STRENGTHENING LAYER FORMING IN THE PROCESSES OF HARDENING AND RECOVERY OF STEEL ARTICLES BY MEANS OF FROSTING by A. V. Alifanov, G. F. Betenja, V. M. Golub

“…Algorithm of solving of Stefan problem at not specified initially temperature of contact of billet and crystallized melt is offered.…”
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Alternatives for Connecting Photovoltaic Generators to Power Systems with Three-Port and Partial Power Converters by Donghui Ye, Sergio Martinez

“…In addition, based on partial power conversion technologies, partial power two-port and three-port topologies are analyzed in detail. …”
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Lavender hydrosol analysis using UV spectroscopy data and partial least squares regression by Sára Preiner, Bálint Levente Tarcsay, Dóra Pethő, Norbert Miskolczi

“…The aim of our work was to estimate the composition of hydrosol produced as a byproduct of lavender steam distillation using UV–Vis spectrophotometry in the 200–600 nm wavelength range through a machine learning algorithm. The dissolved components of lavender essential oil (EO) from lavender hydrosol samples were extracted via liquid-liquid extraction, using three different solvents (pentane, heptane and diethyl ether). …”
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Memory-driven deep-reinforcement learning for autonomous robot navigation in partially observable environments by Estrella Montero, Nabih Pico, Mitra Ghergherehchi, Ho Seung Song

“…We propose a memory-driven algorithm that employs deep reinforcement learning to enable collision-free proactive navigation in partially observable environments. …”
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A New Approach for Deep Gray Matter Analysis Using Partial-Volume Estimation. by Guillaume Bonnier, Tobias Kober, Myriam Schluep, Renaud Du Pasquier, Gunnar Krueger, Reto Meuli, Cristina Granziera, Alexis Roche

“…<h4>Method</h4>Forty-three relapsing-remitting MS patients and nineteen healthy controls underwent 3T MRI including: (i) fluid-attenuated inversion recovery, double inversion recovery, magnetization-prepared gradient echo for lesion count, and (ii) T1 relaxometry. We applied a partial volume estimation algorithm to T1 relaxometry maps to gray and white matter local concentrations as well as T1 values characteristic of gray and white matter in the thalamus and the basal ganglia. …”
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Using Image Feature Extraction to Identification of Ancient Ceramics Based on Partial Differential Equation by Chuanbao Niu, Mingzhu Zhang

“…This paper presents an in-depth study and analysis of the image feature extraction technique for ancient ceramic identification using an algorithm of partial differential equations. Image features of ancient ceramics are closely related to specific raw material selection and process technology, and complete acquisition of image features of ancient ceramics is a prerequisite for achieving image feature identification of ancient ceramics, since the quality of extracted area-grown ancient ceramic image feature extraction method is closely related to the background pixels and does not have generalizability. …”
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Partial-linear single-index Cox regression models with multiple time-dependent covariates by Myeonggyun Lee, Andrea B. Troxel, Sophia Kwon, George Crowley, Theresa Schwartz, Rachel Zeig-Owens, David J. Prezant, Anna Nolan, Mengling Liu

“…We developed an iterative estimation algorithm using spline techniques to model the nonparametric single-index component for potential nonlinear effects, followed by maximum partial likelihood estimation of the parameters. …”
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Photon-native quantum algorithms by Alexia Salavrakos, Nicolas Maring, Pierre-Emmanuel Emeriau, Shane Mansfield

“…They appear in quantum networks and communication, in near-term quantum advantage schemes, as well as in fault-tolerant quantum computing proposals. In this perspective article, we review the advances and challenges of this technology, and we focus on algorithms and protocols that we call photon-native, i.e. which closely follow the specificities of the hardware.…”
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Algorithm for Efficient Entropy Estimation by E. A. Timofeev

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Algorithms to improve system reliability by Jumaev Odil, Karpovich Dzmitry, Ismoilov Muhriddin, Makhmudov Giyosjon, Sayfulin Ramil

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Modern algorithms for statin therapy by V. A. Susekov

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Algorithm reality – intentionality and instrumentality by  V. Е. Kukel

“…This article presents a philosophical analysis of algorithms through the synthesis of Edmund Husserl’s concept of intentionality and Martin Heidegger’s instrumentality, revealing their ontological status as phenomena that connect consciousness and practical activity. …”
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Algorithmic systems: the consent is in the detail? by Alexandra Giannopoulou

“…However, the challenges to the traditional role and the concept of consent are particularly manifest. This article examines the transformation of consent in order to assess how the concept in itself as well as the applied models of consent can be reconciled to correspond not only to current data protection normative frameworks but also to algorithmic processing technologies. …”
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