Reservoir Neural Network Computing for Time Series Forecasting in Aerospace: Potential Applications to Predictive Maintenance by Juan Manuel Rodríguez Riesgo, Juan Luis Cabrera Fernández

“…Coupling a reservoir neural network and a Grey Wolf optimization algorithm the system hyperparameters space is explored to find the configuration best suited to forecast the input sensor from the NASA CMAPSS dataset. …”
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rbpTransformer: A novel deep learning model for prediction of piRNA and mRNA bindings. by Ahmet Gürhanlı

“…Research and treatment of diseases, drug discovery, and the silencing and regulation of genes, transposons, and genomic stability may all benefit from accurate binding predictions. …”
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Machine Learning G-Code Optimization by Héctor Lasluisa-Naranjo, David Rivas-Lalaleo, Joaquín Vaquero-López, Christian Cruz-Moposita

“…G-codes are essential in CNC systems, providing crucial instructions for controlling machine parameters and operations in manufacturing, including 3D printing. They may contain errors affecting product quality and increasing resource consumption. …”
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Etude on Recursion Elimination by Nikolay Shilov

“…The recursion pattern of the example matches descending dynamic programming but is neither tail-recursion nor corecursion pattern. Also, the example may be considered from different perspectives: as a transformation of a descending dynamic programming to ascending one (with a fixed-size static memory), or as a proof of the functional equivalence between recursive and iterative programs (that can later serve as a casestudy for automatic theorem proving), or just as a fascinating algorithmic puzzle for fun and exercising in algorithm design, analysis, and verification. …”
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Farsi License Plate Detection and Recognition Based on Characters Features by Sedigheh Ghofrani, Mehran Rasouli

“…In addition, more than one car may exist in the image. The proposed method extracts edges and then determines the candidate regions by applying window movement. …”
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Use of negative pressure wound therapy with instillation to salvage infected implants: a retrospective review of cases by Rebecca McLean, Meredith Simcock, Alessandra Canal, Michelle Locke

“…We present our current management algorithm for periprosthetic infections.…”
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Functional regression clustering with multiple functional gene expressions. by Susana Conde, Shahin Tavakoli, Daphne Ezer

“…Gene expression data is often collected in time series experiments, under different experimental conditions. There may be genes that have very different gene expression profiles over time, but that adjust their gene expression patterns in the same way under experimental conditions. …”
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Logical Choice Methodology of Factors Involved in Passenger Flow Estimation on a New Dedicated High-Speed Line by V. L. Perepel’Tsev

“…In this context analysis algorithm of passenger flow influencing factors across all the transport modes serving the route specified in the new HSL project may prove to be one of the factor defining solutions. …”
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Machine Learning Approach on Time Series for PV-Solar Energy by S. Sivakumar, B. Neeraja, M. Jamuna Rani, Harishchander Anandaram, S. Ramya, Girish Padhan, Saravanakumar Gurusamy

“…Solar energy is the kind of alternative energy that a photovoltaic (PV) system may generate. The PV system depends on the environmental conditions present at the moment, such as the humidity level, surface temperature of the PV system, and wind speed. …”
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Coordinated Restoration of Microgrids and Generation Units for Resilience Enhancement of Urban Power Grids by Xinrui Wang, Yuze Ji, Ruimin Tian, Helong Liu

“…During the urban power grid (UPG) restoration process after a major power outage, unit restoration may be delayed due to the shortage of black-start resources. …”
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Face Detection and Recognition using Color Segmentation,Template Matching and Gabor Neural Network with Fuzzy System by Mays Kareem Jabbar, Maab Alaa Hussain, Thaar A. Kareem

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Machine Learning-Based Prediction of Unplanned Readmission Due to Major Adverse Cardiac Events Among Hospitalized Patients with Blood Cancers by Nguyen Le BPharm, Sola Han PhD, Ahmed S. Kenawy MS, Yeijin Kim MS, Chanhyun Park PhD

“…Targeted discharge strategies may help reduce readmissions and alleviate the associated healthcare burden.…”
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A transcriptomic landscape analysis of human necrotizing enterocolitis: Important roles of immune infiltration by Zhuojun Xie, Quan Kang, Yulu Shi, Junbao Du, Hao Jiang

“…For RNA‐Seq, DEseq2 algorithm was used to identify differentially expressed genes (DEGs) and to perform functional enrichment analysis. …”
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Experimental verification of subthreshold laser therapy using conventional pattern scan laser. by Tomoyasu Shiraya, Satoshi Kato, Fumiyuki Araki, Takashi Ueta, Hitoshi Abe, Nobuharu Asai

“…<h4>Conclusion</h4>These findings suggest that it may be possible to perform subthreshold laser therapy using approximations from the EM algorithm.…”
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Identification of Anoikis-Related Genes in Driving Immune-Inflammatory Responses in Ulcerative Colitis Based on Bioinformatics Analysis and Machine Learning by Diao W, Huang X, Huang W, Jiang J, Li W, Liu H, Yan B, Shen L

“…Significant variations in immune cell infiltration and activation within UC samples correlated with hub UC-ARGs were observed using the CIBERSORT algorithm.Conclusion: Anoikis may drive UC progression by initiating an immune inflammatory response. …”
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Development and validation of MRI-based radiomics model for clinical symptom stratification of extrinsic adenomyosis by Man Sun, Jianzhang Wang, Ping Xu, Libo Zhu, Gen Zou, Shuyi Chen, Yuanmeng Liu, Xinmei Zhang

“…Radiomic features were extracted from MRI-T2 image. Random forest algorithm was used to select the key radiomics features of different symptoms and develop the radiomic model by support vector machine algorithm. …”
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Multi-Head Attention Based Bidirectional LSTM for Spelling Error Detection in the Indonesian Language by Yanfi Yanfi, Haryono Soeparno, Reina Setiawan, Widodo Budiharto

“…Spelling errors in textual content may significantly hinder communication and comprehension, particularly in formal writing, such as news or reports. …”
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Advanced Control Technique for Optimal Power Management of a Prosumer-Centric Residential Microgrid by Peter Anuoluwapo Gbadega, Yanxia Sun, Olufunke Abolaji Balogun

“…To solve the multi-objective power management optimization problem, the Teaching-Learning-Based Optimization (TLBO) algorithm was implemented. This algorithm optimizes day-ahead power scheduling by considering temperature forecasts, energy prices, solar irradiance, system constraints, and user preferences. …”
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Canadian Consensus Guidelines for the Management of Atopic Dermatitis with Topical Therapies by Melinda J. Gooderham, H. Chih-ho Hong, Charles Lynde, Kim A. Papp, Jensen Yeung, Harvey Lui, Yvette Miller-Monthrope, Julien Ringuet, Irina Turchin, Vimal H. Prajapati

“…Methods The panel of dermatologists conducted a systematic literature review and leveraged their clinical experience to develop generally accepted principles, consensus statements, and a treatment algorithm using an iterative consensus process. Results The panel collectively developed six generally accepted principles, 10 consensus statements, and a treatment algorithm. …”
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Measuring professional preparedness of would-be teachers for pedagogical activity based on criteria-level estimation by M. A. Golovchin

“…The spread of negative perceptions of the teaching profession among graduates usually reduces their readiness to work in the profession.Practical significance: the study proposes a step-by-step algorithm for assessing professional readiness for pedagogical activity using a sociological database. …”
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