Ferrography Wear Particles Image Recognition Based on Extreme Learning Machine by Qiong Li, Tingting Zhao, Lingchao Zhang, Wenhui Sun, Xi Zhao

“…However, the feedforward neural network based on traditional gradient training algorithms for image segmentation creates many issues, such as needing multiple iterations to converge and easy fall into local minimum, which restrict its development heavily. …”
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Local-Global and Multi-Scale (LG-MS) Mixer Architecture for Long-Term Time Series Forecasting by Zhennan Peng, Boyong Gao, Ziqi Xia, Jie Liu

“…To capture a more comprehensive effective information within the components, we then utilize a customized patch-based triple attention local-global information extractor that models both temporal feature information and variable dependencies, alongside an MLP-based feature interaction iterator facilitating interactions among multi-scale information to guide macro-level predictions. …”
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From Data to Decisions: The Power of Machine Learning in Business Recommendations by Kapilya Gangadharan, Anoop Purandaran, K. Malathi, Barathi Subramanian, Rathinaraja Jeyaraj, Soon Ki Jung

“…Methodologically, the study delves into the role of ML in crafting and refining these systems, focusing on aspects such as data sourcing, feature engineering, and the importance of evaluation metrics, thereby highlighting the iterative nature of enhancing recommendation algorithms. …”
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Donor Impurity Related Linear and Nonlinear Optical Properties of Symmetric and Asymmetric Double Triangular Quantum Dots by Emre Bahadir Al, Norshamsuri Ali, Syed Alwee Aljunid Syed Junid, Rosdisham Bin Endut, Nor Roshidah Yusof

“…After the computation of energies and wave functions in the framework of the effective mass and parabolic band approaches, analytical formulas for linear and nonlinear optical properties are obtained using the compact density matrix technique and the iterative method. Numerical computations for a typical GaAs/AlGaAs material are presented. …”
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THE VERBS IMATI (TO HAVE) AND BRATI (TO TAKE): DISTRIBUTION AND COMPETITION IN THE HISTORY OF RUSSIAN by Yana A. Penkova

“…It is argued that the verb imati gradually lost its iterative semantics and its correlation with the verb yati and claimed the role of an aspectual pair of the verb vzyati. …”
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A novel Bessel–Newton algorithm for the simulation of 2D laminar flow between two moving porous walls problem by Atallah El-shenawy, Mohamed El-Gamel, Muhammad E. Anany

“…We propose a unique Bessel–Newton algorithm that utilizes the Bessel operational matrices collocation method for discretizing the equations and employs a Newton iterative strategy to resolve the resulting nonlinear system. …”
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Similarity Measure Learning in Closed-Form Solution for Image Classification by Jing Chen, Yuan Yan Tang, C. L. Philip Chen, Bin Fang, Zhaowei Shang, Yuewei Lin

“…Particularly, we give a closed-form solution avoiding iterative search for a local optimal solution in the high-dimensional space as the previous work did. …”
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PDGPT: A large language model for acquiring phase diagram information in magnesium alloys by Zini Yan, Hongyu Liang, Jingya Wang, Hongbin Zhang, Alisson Kwiatkowski da Silva, Shiyu Liang, Ziyuan Rao, Xiaoqin Zeng

“…However, accessing and interpreting phase diagram data with thermodynamic calculation software can be complex and time‐consuming, often requiring intricate calculations and iterative refinement based on thermodynamic models. …”
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Optimization Model and Algorithm of Empty Pallets Dispatching under the Time-Space Network of Express Shipment by Kang Zhou, Shiwei He, Rui Song, Xiaole Guo, Kaiming Li

“…Moreover, when there are 3 supply points and 2 demand points and the number of iterations is 100, after the algorithms are run for 30 times, the worst values are 9305 and 8317 for genetic algorithm and the improved cloud clonal selection operation, respectively. …”
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Automating the quantification of coastal change using historical aerial photography: A case study along the coastline of county Cork, Ireland by Emma Chalençon, Fiona Cawkwell, Michael O’Shea, Jimmy Murphy

“…The approach relies on the Normalised Green–Blue Difference Index (NGBDI), which is versatile enough to discriminate disparate coastal vegetation environments, at different resolutions and in various lighting and seasonal conditions. An iterative optimal threshold process and the use of LiDAR ancillary datasets resulted in an automated vegetation line measurement with uncertainties estimated to be between 0.6 and 1.2 m. …”
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A universal and wide-range cytosine base editor via domain-inlaid and fidelity-optimized CRISPR-FrCas9 by Lan Hu, Jing Han, Hao-Da Wang, Zhou-Hua Cheng, Chang-Ce Lv, Dong-Feng Liu, Han-Qing Yu

“…Abstract CRISPR-based base editor (BE) offer diverse editing options for genetic engineering of microorganisms, but its application is limited by protospacer adjacent motif (PAM) sequences, context preference, editing window, and off-target effects. Here, a series of iteratively improved cytosine base editors (CBEs) are constructed using the FrCas9 nickase (FrCas9n) with the unique PAM palindromic structure (NNTA) to alleviate these challenges. …”
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Polar Metric-Weighted Norm-Based Scan Matching for Robot Pose Estimation by Guanglei Huo, Lijun Zhao, Ke Wang, Ruifeng Li, Jianqiang Li

“…Polar Scan Matching (PSM) and Metric-Based Iterative Closest Point (Mb-ICP) are usually employed for point-to-point scan matching tasks. …”
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The development and implementation of an innovative community-based intervention to strengthen community capacity for HIV prevention and care among Canadians of African Caribbean a... by Josephine Etowa, Notisha Massaquoi, Francisca Omorodion, Danielle Brown-Shreves, Ilene Hyman, Akalewold Gebremeskel, Hugues Loemba, Bishwajit Ghose, Egbe Etowa, Jennifer Rayner, Charles Dabone, Lounanjio Brown O’Sullivan, Azeeza Sule, Joseph Kiirya, Sanni Yaya, Wangari Tharao, Haoua Inoua, Angela Kaida, Apondi Odhiambo, Clinton Beckford

“…This multisite, five-year project, using community-based participatory research, implementation science and evaluation frameworks, will be implemented in five non-iterative phases. Phase 1: Community and partner engagement; Phase 2: Critical health and racial literacy training curriculum and HIV resource development; Phase 3: Implementation research with first cohort of trained HIV Peer Equity Navigators [PENs] in three sites; Phase 4: Training of second cohort of HIV PENs and program implementation of HIV PEN intervention across Ontario; and Phase 5: Evaluation, knowledge sharing and plans for national scale up. …”
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Parameter Optimization Study of Gas Hydrate Reservoir Development Based on a Surrogate Model Assisted Particle Swarm Algorithm by Le Zhang, Xin Huang, Jiayuan He, Xueqi Cen, Yongge Liu

“…Both the optimization of Rastrigin function and operation parameters of gas hydrate development reveal that the new algorithm greatly reduces the number of iterations under the same accuracy and thus successfully accelerates the optimization process.…”
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Designing a Cocreated Intervention with African American Older Adults for Hypertension Self-Management by Kathy D. Wright, Carolyn H. Still, Lenette M. Jones, Karen O. Moss

“…Participants provided constant iterative feedback on the design used for the intervention. …”
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Measuring design mindset: developing the Design Mindset Inventory through its relationship with ambiguity tolerance, self-efficacy and sensation-seeking by Jakob Clemen Lavrsen, Claus-Christian Carbon, Jaap Daalhuizen

“…Using factor analysis, we identified four underlying factors of D-Mindset0.1 related to the theoretical concepts: Conversation with the Situation, Iteration, Co-Evolution of Problem–Solution and Imagination. …”
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Rapid analysis of temperature fields in electronic enclosures based on the finite difference thermal resistance network method by Xiaoyue Zhang, Yinmo Xie, Bing Liu, Yingze Meng, Kewei Sun, Guangsheng Wu, Jianyu Tan

“…With the accelerated pace of functional updates and iteration in electronic enclosures design, the thermal design cycle is continuously shortened. …”
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Hyperspectral Image Classification Using Spectral-Spatial Dual Random Fields With Gaussian and Markov Processes by Yaqiu Zhang, Lizhi Liu, Xinnian Yang

“…Compared to classical random field methods, G-MDRF rapidly achieves a convergent solution with only one ten-thousandth to one hundred-thousandth of the iterations, improving accuracy by about 5%–18%. …”
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Secrecy-Constrained UAV-Mounted RIS-Assisted ISAC Networks: Position Optimization and Power Beamforming by Weichao Yang, Yajing Wang, Dawei Wang, Yixin He, Li Li

“…To address this non-convex, multivariate, and coupled problem, we decompose it into three subproblems, which are solved iteratively using particle swarm optimization (PSO), semi-definite relaxation (SDR), majorization–minimization (MM), and alternating direction method of multipliers (ADMM) algorithms. …”
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A Novel Version of HPM Coupled with the PSEM Method for Solving the Blasius Problem by Uriel Filobello-Nino, Hector Vazquez-Leal, Jesus Huerta-Chua, Victor Manuel Jimenez-Fernandez, Mario Alberto Sandoval-Hernandez, Enrique Delgado-Alvarado, Victor Manuel Tlapa-Carrera

“…In the same way, PHPM will propose an adequate initial trial function provided of some unknown parameters in such a way that it will not evaluate the initial conditions in the iterations of the process; therefore, this set of parameters will be employed with the purpose of adjusting in the best accurate way the proposed approximation at the final part of the process. …”
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