Search Results - evaluation algorithms

On the issue of creating an algorithm for assessing safety culture in modern healthcare institutions by O.P. Yavorovsky, I.V. Serheta, R.P. Brukhno, Yu.M. Skaletskyi, V.D. Chopchyk, D.V. Varyvonchyk, V.I. Zenkina

“…It is sub­stantiated that the process of creating an algorithm for analytical assessment of the level of safety culture in modern healthcare institutions should involve the implementation of the following stages: establishing the degree of expression of the leading indicators that are components of each of its main components, using special scales (1ststage), determining the values indicators of ensuring the level of patient safety culture for each of the components using the appropriate generalized formulas (2ndstage), evaluation and meaningful interpretation of the values of indicators of the level of safety culture based on quantitative criteria (3rdstage), determination of collective, group or personalized, according to the content, strategies application of preventive measures aimed at increasing the level of safety culture in each specific case (4thstage). …”
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Semantic rule-based sentiment detection algorithm for Russian publicism sentences by Anatoliy Y. Poletaev, Ilya V. Paramonov, Elena I. Boychuk

“…The article contains the results of evaluation of the algorithm on the publicism sentences corpus OpenSentimentCorpus, F-measure is 0.80. …”
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Research on Polyphonic Music Generation Algorithm Based on GPT Large Model by Lin Zhu, Wenjuan Zhang

“…Along with the rapid technological progress in the field of artificial intelligence, music generation algorithms based on large-scale pre-trained models have increasingly become the focus of academic attention. …”
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Object Detection Algorithm Based on Feature Enhancement and Anchor-object Matching by LI Cheng-yan, ZHAO Shuai, CHE Zi-xuan

“…In order to improve the detection accuracy of SSD (Single Shot MultiBox Detector), an A-SSD (Anchor-object SSD) object detection algorithm based on Anchor-object matching is proposed. …”
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A Novel Gravity ‎Optimization Algorithm for Extractive Arabic Text Summarization by Mustafa J. Hadi, Ayad R. Abbas, Osamah Y. Fadhil

“…Essex Arabic ‎Summaries Corpus (EASC) was used to evaluate the proposed method and measured by the Recall-Oriented Understudy for Gisting Evaluation (ROUGE). …”
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Athlete movement control training based on dynamic time warping algorithm by Luo Dai, Yueqiang Zhao

“…The scoring results of the proposed action completion quality evaluation model basically followed a normal distribution, with an accuracy of 92.16 % and a time consumption of 1.73 ms, which was 0.27 ms shorter than traditional algorithms. …”
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Fast and Accurate Sperm Detection Algorithm for Micro-TESE in NOA Patients by Mahmoud Mohamed, Konosuke Kachi, Kohei Motoya, Masashi Ikeuchi

“…Methods: We present SD-CLIP (Sperm Detection using Classical Image Processing), a lightweight, real-time algorithm that simulates sperm structure detection from unstained DIC images. …”
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Contrastive Learning Algorithm for Low-Resource Cryptographic Attack Event Detection by Peng Luo, Rangjia Cai, Yuanbo Guo

“…Thus, we propose a method CLAD: Contrastive Learning Algorithm for Detecting Low-resource Cryptographic Attack Event. …”
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Bibliometric Analysis of Medical Waste Research Using Python-Driven Algorithm by Ilie Cirstea, Andrei-Flavius Radu, Delia Mirela Tit, Ada Radu, Gabriela Bungau, Paul Andrei Negru

“…This study uses bibliometric analysis of 3025 publications from 1975 to 2024, employing Web of Science data with specific Boolean operators and keywords for efficient searching algorithms. Data visualization and analysis were carried out with software such as VOSviewer version 1.6.20 and Bibliometrix 5.0.0, along with custom Python 3.12.3 thesaurus files to standardize terminology. …”
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Novel three‐dimensional ECG algorithm for reliable screening for cardiac amyloidosis by Amir A. Mahabadi, Jan Knobeloch, Viktoria Backmann, Lars Michel, Markus S. Anker, Reza Wakili, Christian Fach, Stefan D. Anker, Tienush Rassaf

“…This algorithm was then applied to the validation cohort (n = 33 amyloidosis cases, n = 67 controls). …”
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Parallel acceleration algorithm for wavelet denoising of UAVAGS data based on CUDA by Hexi Wu, Xin Wang, Xuan Zhao, Xin Qiao, XinJie Wang, XiaoJian Qiu, Zhen Fu, Chao Xiong

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Development and investigation of parallel model of bee colony algorithms for cryptanalysis problem solving by Yury O Chernyshev, Alexander S Sergeev, Alexander N Ryazanov, Evgeny O. Dubrov

“…The assessment of the wanted smallest number of processors for the cryptanalysis algorithm implementation, and the evaluation of the total time of the algorithm realization are given. …”
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Performance of Machine Learning Algorithms on Imbalanced Sentiment Datasets Without Balancing Techniques by Dina Wulan Yekti rahayu, Khothibul Umam, Maya Rini Handayani

“…The research follows the Knowledge Discovery in Databases (KDD) framework, which includes data selection, preprocessing, transformation, data mining, and evaluation. The evaluation uses metrics such as accuracy, precision, recall, F1-score, and macro average F1-score. …”
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USING MACHINE LEARNING ALGORITHMS TO ANALYZE FACTORS INFLUENCING ACCEPTANCE OF E-LEARNING by Sultan Ahmad, Md Alimul Haque, Devanshu Kumar, Hikmat A. M. Abdeljaber

“…Identifying key factors influencing e-learning systems is challenging and requires thorough evaluation. To address this, we propose a solution using the K-means clustering algorithm to analyze student data. …”
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Machine learning algorithms to detect patient–ventilator asynchrony: a feasibility study by Guillermo Gutierrez, Kendrew Wong, Arun Jose, Jeffrey Williams

“…Developing a dependable, automated method for this evaluation is crucial. We explored the feasibility of using machine learning algorithms to replicate the assessment of breathing patterns by experienced clinicians, based on airway flow and pressure signals. …”
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Enhanced secure and efficient routing algorithm for optimal multimedia data transmission by Bhalia Mayur Natwarlal, Bavarva Arjav Ambaram

“…This study proposes the Enhanced Minimum Distance Secure Routing Algorithm (EMDSRA), designed to optimize energy efficiency, increase throughput, and enhance security in WMSNs. …”
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Detection of Graduation Potential in Prospective Students using the Random Forest Algorithm by Puguh Hasta Gunawan, Irving Vitra Paputungan

“…Detecting students’ graduation potential is commonly performed by evaluating various academic and non-academic factors. …”
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Analysis and Research on Spectrogram-Based Emotional Speech Signal Augmentation Algorithm by Huawei Tao, Sixian Li, Xuemei Wang, Binkun Liu, Shuailong Zheng

“…To address this issue, in this paper we systematically evaluate the influence of common data augmentation algorithms on emotion recognition from three dimensions: (1) we design subjective auditory experiments to intuitively demonstrate the impact of augmentation algorithms on the emotional expression of speech; (2) we jointly extract multi-dimensional features from spectrograms based on the Librosa library and analyze the impact of data augmentation algorithms on the spectral features of speech signals through heatmap visualization; and (3) we objectively evaluate the recognition performance of the model by means of indicators such as cross-entropy loss and introduce statistical significance analysis to verify the effectiveness of the augmentation algorithms. …”
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Application of the spectral bisection algorithm for the analysis of criminal communities in social networks by K. M. Bondar, V. S. Dunin, P. B. Skripko, N. S. Khokhlov

“…The purpose of the study is to substantiate the use of one of the graph separation methods – the spectral bisection algorithm for the analysis of social networks, as well as to evaluate the possibilities of software implementation of this algorithm during the collection of evidence-based information in the investigation of crimes committed using information and telecommunications technologies.Method. …”
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Features of modern algorithm of examination and treatment patients with endo-perio lesions

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