Analysis of Optimal Prediction Under Stochastically Restricted Linear Model and Its Subsample Models by Nesrin Güler

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An Efficient Discrete Element Method-Enhanced Mesoscale Modeling Method for Multi-Phase Concrete-like Composites with High Volume Fraction by Penghao Qiu, Lei Yang, Chengjia Huang, Jinzhu Hu, Qingxiang Meng

“…A novel discrete element method (DEM)-enhanced external force-free method for multi-phase concrete-like composite modeling with an interface transition zone (ITZ) is presented in this paper. …”
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Building a unified model for drug synergy analysis powered by large language models by Tianyu Liu, Tinyi Chu, Xiao Luo, Hongyu Zhao

“…We demonstrate the superiority of the model architecture and the pre-trained strategies of BAITSAO over other methods through comprehensive benchmark analysis. …”
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A multi-label text sentiment analysis model based on sentiment correlation modeling by Yingying Ni, Wei Ni

“…ObjectiveThis study proposes an emotion correlation-enhanced sentiment analysis model (ECO-SAM), a sentiment correlation modeling-based multi-label sentiment analysis model.MethodsThe ECO-SAM utilizes a pre-trained BERT encoder to obtain semantic embedding of input texts and then leverages a self-attention mechanism to model the semantic correlation between emotions. …”
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METHODS ANALYSIS OF INTRUSION DETECTION IN MANET CLASS MOBILE RADIO NETWORKS by Serhii V. Salnyk, Oleh Y. Sova, Dmitro A. Minochkin

“…The analysis of existing methods of mobile radio networks intrusion detection was performed in the article and classification of intrusion detection methods was produced. …”
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Mathematical modeling of tumor-immune dynamics: stability, control, and synchronization via fractional calculus and numerical optimization by Safoura Rezaei Aderyani, Reza Saadati, Fatemeh Rezaei Aderyani, Osman Tunç

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Wide-Area Damping Cooperative Control Method of Low-Frequency Oscillations of Power Systems with Photovoltaic Stations by Tugang SHEN, Zhenghua WU, Sijia WANG, Xiangyu WU

“…Based on the results of eigenvalue analysis, an optimization model of wide-area damping control parameters is proposed further Finally, the electromagnetic transient simulation model of four-generator and two-area system with photovoltaic station is built on the PSCAD/EMTDC platform. …”
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COMPARATIVE ANALYSIS OF MACHINE LEARNING METHODS IN CLASSIFYING THE QUALITY OF PALU SHALLOTS by Desy Lusiyanti, Selvy Musdalifah, Agusman Sahari, Iman Al Fajri

“…This study conducts a comparative analysis of various machine learning methods for classifying the quality of Palu shallots based on the Indonesian National Standard (SNI). …”
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LEAF HAIRINESS IN POTATO Solanum tuberosum: MORPHOLOGY, FUNCTION AND METHODS OF ANALYSIS by A. V. Doroshkov, D. A. Afonnikov

“…In the final section, the review describes the methods ofphenotyping trichomes, based on the visual analysis of microscopic images (obtained both with optical and electron microscopes). …”
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Comparative analysis of adaptive and general labeling methods for soybean leaf detection by Yuseok Jeong, Yuseok Jeong, Song Lim Kim, Thanh Tuan Thai, Thanh Tuan Thai, Thanh Tuan Thai, Anh Tuan Le, Anh Tuan Le, Chaewon Lee, Hyo Jun Bae, Inchan Choi, Sheikh Mansoor, Yong Suk Chung, Kyung-Hwan Kim

“…Both approaches were employed to train a YOLOv5L deep learning model using high-resolution soybean imagery. Results show that the general labeling method excelled with soybean varieties that have wider internodes and distinctly separated leaves. …”
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Comparative analysis of microscopic methods for diagnosing intestinal helminthiasis (Ascaris lumbricoides) by Ms Natalia Golovchenko, Dr Larisa Ermakova, Mrs Irina Khutoryanina, Ms Maria Chernikova, Professor Evgeniya Chernikova

“…Conclusion: Analysis of the data obtained led to the conclusion that the most effective method for detecting A. lumbricoides eggs in feces is the ether-formalin sedimentation method.…”
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An interpretable machine learning method for fault diagnosis of oil-immersed transformers based on edge inference by Dong Hu, Yong Yang, Hao Dai, Chao Tang, Jufang Xie

“…Intelligent diagnostic models using dissolved gas analysis are crucial for oil-immersed transformer fault diagnosis. …”
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System analysis and information processing to solve the problem of detecting breakdowns of computer information storage by N. M. Kodatsky, E. A. Revyakina, A. R. Gazizov

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ON THE NATURAL-SCIENTIFIC METHODS OF RESEARCH IN ECONOMICS by V. Lebedev, K. Lebedev

“…The new directions of the economics, associated with the use of natural-scientific methods are discussed. The conclusion is justified that the development of these areas is aimed at strengthening the adequacy of mathematical models and fosters a general social analysis.…”
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Study on the Identification Method of Gear Spalling Fault by Shengli Wu, Yimin Shao, Wenting Xing, Xiaochun Jian

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A data integration method for new advances in development cognitive neuroscience by Kelsey L. Canada, Tracy Riggins, Simona Ghetti, Noa Ofen, Ana.M. Daugherty

“…We propose Integrative Data Analysis (IDA) as a promising framework to advance developmental cognitive neuroscience with secondary data analysis. …”
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Advancing Metal Additive Manufacturing: A Review of Numerical Methods in DED, WAAM, and PBF by Allen Love, Omar Alejandro Valdez Pastrana, Saeed Behseresht, Young Ho Park

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Bayesian estimation to identify crystalline phase structures for X-ray diffraction pattern analysis by Ryo Murakami, Yoshitaka Matsushita, Kenji Nagata, Hayaru Shouno, Hideki Yoshikawa

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Andean pre-Hispanic pottery forming 3D analysis: a pilot study from Quebrada de Humahuaca (Argentina) using digital methods by Agustina Scaro

“…In this paper, diverse digital methods are explored in the study of pottery forming macro-traces, using the 3D model of an archaeological vessel from South-Central Andes. …”
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Analysis of Performance Evaluation Model for Higher Education Informatization by Means of PLS-BP Model by Kunjing Dong, Dan Zhang, Xu Liu, Dan Guo

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