Research on Automatic Classification Method of Ethnic Music Emotion Based on Machine Learning by Zijin Wu

“…Explore the Deep Belief Network (DBN) pretraining and reverse fine-tuning process, using DBN to learn the fusion characteristics of music. …”
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Acoustic Emission from Concrete: Critical Slowing Down Analysis and Compressive Strength Prediction by Zhiqiang Lv, Annan Jiang, Zhen Tan

“…This work pursues two primary aims: identifying the precursory point by the CSD analysis of AE series and using acoustic emission parameters to predict the compressive strength of concrete utilizing the artificial neural network (ANN), extreme learning machine (ELM), and support vector machine (SVM). The concrete specimens with a water-cement ratio of 0.45 and 0.55 were tested for compressive strength, and the failure process of concrete was monitored by acoustic emission. …”
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La construction des échelles de la sécurité maritime dans un contexte d’intégration régionale : le cas de la grande région Caraïbes et ses façades Atlantique et Pacifique... by Sylvain Domergue

“…It also aims to analyse how and to what extent these security constraints and responses can be a vector for strengthening regional political integration processes. …”
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Numerical Simulation of Ambiguity Resolution in Multiple Information Streams Based on Network Machine Translation by Lei Wang, Qun Ai

“…In natural language, the phenomenon of polysemy is widespread, which makes it very difficult for machines to process natural language. Word sense disambiguation is a key issue in the field of natural language processing. …”
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The meaning of death: evolution and ecology of apoptosis in protozoan parasites. by Sarah E Reece, Laura C Pollitt, Nick Colegrave, Andy Gardner

“…Understanding how, when, and why parasites employ apoptosis is central to targeting this process with interventions that are sustainable in the face of parasite evolution.…”
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A spectral analysis of chaotic oscillations in simulation model of Chua’s circuit developed with use of matrix decomposition by A. M. Krot, U. A. Sychou

“…The research allowed to draw a conclusion that the process of occurrence of chaotic oscillations in the Chua’s circuit corresponds to the L. …”
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Devenir autonome, encore et en corps, au prisme des œuvres de formation by Camille Roelens

“…This text proposes a philosophical reflection on what, in the contemporary process of forming oneself as an autonomous subject, affects the relationship to one's own body. …”
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Applying an optimized low risk model for fast history matching in giant oil reservoir by Mojtaba karimi, Ali Mortazavi, Mohammad Ahmadi

“…Accordingly, the proposed proxy model was successfully constructed using 1086 samples based on R2 coefficient of about 0.9 for the trained and test dataset. Finally, the process was optimized by two main algorithms for reaching best solutions which are genetic and particle swarm optimization. …”
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Transformation of the Institution of Anti-Trust Regulation (Mechanism and Concept) by K. A. Kudryavtsev

“…To find a new vector of developing anti-trust regulation the article researches mechanism of its transformation. …”
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Performance Investigation of Coated Carbide Tools in Milling Procedures by Paschalis Charalampous

“…The optimization of the manufacturing conditions in milling processes composes a crucial task for enhancing machining efficiency and extending the tool’s lifespan. …”
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Producing the digital soil fertility map of Karelia by S. G. Novikov

“…This paper tells about the process of creating an updated digital map of forest soils fertility in Karelia, scale 1 : 500 000. …”
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Bankline extraction in remote sensing images using principal curves by Yun GUO, Yi-huai WANG, Chun-ping LIU, Sheng-rong GONG, Yi JI

“…A new bankline extraction method based on the principal curves was proposed. In the learning process, the polygonal line (PL) algorithm and the error back propagation (BP) algorithm were combined. …”
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Meta-path convolution based heterogeneous graph neural network algorithm by QIN Zhilong, DENG Kun, LIU Xingyan

“…In the multilayer graph convolution calculation, each node is usually represented as a single vector, which makes the high-order graph convolution layer unable to distinguish the information of different relationships and sequences, resulting in the loss of information in the transmission process. …”
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Key issues of patient safety during anticancer drug treatment in a day hospital and outpatient setting by A. A. Fedenko, A. A. Kolomeytseva, V. O. Artemova

“…The qualifications level of medical personnel involved in the treatment process should allow early monitoring of various adverse events development. …”
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Assessment of the accuracy of heavy aircraft control, taking into account the functioning of the indicator on the windshield and flight control actuators by A. A. Malchenko, P. S. Kostin, Ya. G. Khatuntsev

“…The features of the process of developing the elements of the indicator on the windshield, namely the indicators of the director ring and the velocity vector, their control law when the aircraft moves along an assigned flight path are presented.  …”
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Milling Tool Wear State Recognition by Vibration Signal Using a Stacked Generalization Ensemble Model by Yang Hui, Xuesong Mei, Gedong Jiang, Tao Tao, Changyu Pei, Ziwei Ma

“…However, the characteristics of milling process limit the accuracy and stability of tool condition monitoring (TCM) employing vibration signals. …”
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A Machine Learning Framework for Student Retention Policy Development: A Case Study by Sidika Hoca, Nazife Dimililer

“…While most previous work relies on wide-ranging data from numerous sources such as surveys, enrolment, and learning management systems, making the process complex and time-consuming, the current study uses minimal data that are readily available in any registration system. …”
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Evaluation of Withering Quality of Black Tea Based on Multi-Information Fusion Strategy by Ting An, Yongwen Jiang, Hanting Zou, Xuan Xuan, Jian Zhang, Haibo Yuan

“…The intelligent perception of moisture content (MC) for tea leaves during the black tea withering process is an unsolved task because of the acquisition of limited sample characteristic information. …”
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To Close is Impossible to Leave it: Where Should be Put a Comma? by E. A. Pleshkevich

“…The analysis of statistics shows that the negative dynamics in regional library construction is caused by the process of reduction of settlements, its natural decline and aging of the population. …”
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Extracellular Vesicles Mediate Epimastigogenesis in <i>Trypanosoma cruzi</i>: Strain-Specific Dynamics and Temperature-Dependent Differentiation by Abel Sana, Izadora Volpato Rossi, Bruna Sabatke, Marcel Ivan Ramirez

“…<i>Trypanosoma cruzi</i>, the causative agent of Chagas disease, undergoes epimastigogenesis—a critical differentiation step in which trypomastigotes transform into epimastigotes. While this process is essential for the parasite’s survival in its insect vector, the molecular mechanisms regulating it remain poorly understood. …”
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