Coordinated System Intelligent Optimization for an Ultra-Supercritical Power Unit Based on Improved Simplex Method and Condensate Throttling by Liangyu MA, Qianqian LI, Fan LI

“…In this work, the load prediction neural network model considering "condensate throttling" and the main steam pressure prediction model were developed by taking a 1000 MW ultra-supercritical power unit as the object investigated. …”
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Comparative assessment of the state of digitalisation in higher education institutions by N. I. Aksenova, O. V. Usacheva, M. K. Chernyakov

“…Today, there is no unified approach to understanding the main areas of digitalisation in education, its types, and elements. …”
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Research on Incipient Fault Location of Cable Based on Double-ended Current Measurement by MENG Pengfei, LI Tengfei, WANG Wangang, XIE Shijun, ZHOU Kai, TANG Zhirong

“…After that, considering the influence of noise on the time domain signal, the signal was analyzed in the time-frequency domain. The WVD algorithm formed the basis of the time-frequency distribution algorithm. …”
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Zero-shot classification with multi-model information interaction and its application in Mars exploration scenarios by TAN Xiaomeng, XI Bobo, XUE Changbin, LI Yunsong

“…The research content was mainly divided into two aspects: dataset construction and algorithm research. …”
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The effect of Pressurised Intraperitoneal Aerosol Chemotherapy on the quality of life of patients with primary diagnosed ovarian cancer with peritoneal carcinomatosis during combin... by A. S. Dzasokhov, A. A. Kostin, V. L. Astashov, A. V. Turiev, A. D. Uskov

“…In the main group, 3 PIPEC sessions were added to standard treatment: the first one simultaneously with cytoreductive surgery, followed by 2 more PIPAC sessions with an interval of 42 days. …”
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Optimizing Beam Stiffness and Beam Modal Response with Variable Spacing and Extrusion (VaSE) by Patrick N. Murphy, Richard A. Vittum, Bashir Khoda

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Development and application of a model for the automatic evaluation and classification of onions (Allium cepa L.) using a Deep Neural Network (DNN) by Piotr Rybacki, Przemysław Przygodziński, Przemysław Łukasz Kowalczewski, Zuzanna Sawinska, Ireneusz Kowalik, Andrzej Osuch, Ewa Osuch

“…A fixed-architecture network was built, for which a computational algorithm was developed in Python 3.9 and published at https://github.com/piotrrybacki/onion-CNN.git (accessed on 4 October 2024). …”
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An optimal weighting-based hybrid classifier for Children's congenital heart diseases signal processing by Morteza Ebrahimpour, Mehdi Khashei

“…The main objective of the proposed optimal weighting-based CNN-LSTM-SVM (OCLS) hybrid classifier is to simultaneously leverage the unique advantages of CNN in feature extraction from input signals, LSTM in modeling the sequential patterns of signals, SVM in classifying regular patterns, and especially the proposed weighting algorithm to optimally integrate the outputs of these components. …”
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Reproducible disease phenotyping at scale: Example of coronary artery disease in UK Biobank. by Riyaz S Patel, Spiros Denaxas, Laurence J Howe, Rosalind M Eggo, Anoop D Shah, Naomi E Allen, John Danesh, Aroon Hingorani, Cathie Sudlow, Harry Hemingway

“…<h4>Objective</h4>To develop and then evaluate if a rules-based algorithm can identify coronary artery disease (CAD) sub-phenotypes using electronic health records (EHR) and questionnaire data from UK Biobank (UKB).…”
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Methods and approaches of determining the boundaries of agglomerations (basic case Kharkiv region) by Kateryna Kravchenko, Kostiantyn Niemets, Kateryna Sehida, Lyudmyla Niemets, Olha Suptelo

“…The proposed algorithm was tested on the materials of Kharkiv region. …”
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Development of VIIRS-OLCI chlorophyll-a product for the coastal estuaries by Alexander Gilerson, Mateusz Malinowski, Jacopo Agagliate, Eder Herrera-Estrella, Maria Tzortziou, Michelle C. Tomlinson, Andrew Meredith, Richard P. Stumpf, Michael Ondrusek, Lide Jiang, Lide Jiang, Menghua Wang

“…The NN algorithm demonstrated a significant improvement in the Chl-a retrieval capabilities in comparison with other algorithms, which utilize only reflectance bands. …”
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Development characteristics and intelligent identification method of natural fractures: A case study of the Upper Triassic Xujiahe Formation in the western Sichuan Depression, Sich... by LI Wei, WANG Min, XIAO Dianshi, JIN Hui, SHAO Haoming, CUI Junfeng, JIA Yidong, ZHANG Zeyuan, LI Ming

“…Additionally, to balance computational efficiency and accuracy, the genetic algorithm was selected as the optimization algorithm for hyperparameter tuning, outperforming grid search, Bayesian optimization, and particle swarm optimization algorithms. …”
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Evaluation Method of Innovative Education Model of E-Commerce Video Live Broadcast Based on Big Data Analysis Technology by Huili Liu, Ou Bai

“…Some problems of k-mode algorithm are pointed out, and the traditional k-mode algorithm is improved. …”
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Design of a home-based elderly service robot using ROS by Zhao Zebei, Feng Peilin, Xie Xiaorui, Zhang Jing

“…The robot is developed on the Robot Operating System (ROS) platform, equipped with a Jeston Nano main control board, a ZED2i stereo camera, and various other sensors. …”
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Stochastic Wheel-Slip Compensation Based Robot Localization and Mapping by SIDHARTHAN, R. K., KANNAN, R., SRINIVASAN, S., BALAS, V. E.

“…Wheel slip compensation is vital for building accurate and reliable dead reckoning based robot localization and mapping algorithms. This investigation presents stochastic slip compensation scheme for robot localization and mapping. …”
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Threshchronic: Concept proposal of a fuzzy bayesian tool for health support by Suvaila Rares

“…This tool is meant to be tested on radioactivity datasets, for which the thresholds exist and are well-known, then to be applied to other datasets on radio-activity and microplastics (environment), antibiotics (pharmacological factors), and nitrites (food industry). The main algorithm for this supporting program for health research was built as an unitary procedure for all situations, additional covariance analysis on multi-factor cases will be performed, together with a scheme which explicates the importance of transfer factors for the data recorded on various substances (e. g. water-fish-human transfer for radio- activity and microplastics). …”
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Analysis-Runtime Co-Design for EDF-VD-Based Mixed-Criticality Scheduling: Improving Completion Rates of Low-Criticality Jobs by Zhenkai Hao

“…We optimized the &#x201C;Analysis-Runtime Co-design&#x201D; for the preemptive single-processor EDF-VD algorithm, and introduces the EDF-VD-DL protocol. The main adjustment refines the conditions for transitioning between high and low criticality levels. …”
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Performance Evaluation of Multimodal Multifeature Authentication System Using KNN Classification by Gayathri Rajagopal, Ramamoorthy Palaniswamy

“…The purpose of this research is to analyse integration of multimodal and multifeature biometric system using feature level fusion to achieve better performance. The main aim of the proposed system is to increase the recognition accuracy using feature level fusion. …”
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Research and Analysis of Out-of-Tolerance Problem in Mold Processing Based on Intelligence by Juxian Wang

“…Numerical simulation of the double-cover forming (DCF) process of the fuel tank shell shows that sidewall wrinkling and local cracking are the main defects. Through the analysis of orthogonal table data and evaluation indicators, the optimal parameter scheme is F = 250 kN and H = 5 mm. …”
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RETRACTED: CHOICE OF OSTEOFIXATION OF EPITHESIS IN TOTAL DEFECT OF THE MAXILLOFACIAL REGION by N. I. Tcherezova

“…Purpose. Development of an algorithm for the use of various types of extraoral implants for various total facial defects. …”
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