Stock Price Pattern Prediction Based on Complex Network and Machine Learning by Hongduo Cao, Tiantian Lin, Ying Li, Hanyu Zhang

“…Complex networks in stock market and stock price volatility pattern prediction are the important issues in stock price research. …”
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Efficiency of “Neo inulin” in the complex treatment of patients with type 2 diabetes by E. V. Katamanova, P. V. Kazakova, I. V. Kudaeva, A. N. Kuks, O. V. Ushakova

“…The study involved 18 women (average age – 64.5 ± 8.7 years, average weight – 77.8 ± 11.4 kg) and 3 men (average age – 54.6 ± 12.4 years, average weight – 114 ± 40.2 kg). …”
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Keywords, morpheme parsing and syntactic trees: features for text complexity assessment by Dmitry A. Morozov, Ivan A. Smal, Timur A. Garipov, Anna V. Glazkova

“…The methods for generating a feature vector when automatically assessing the text complexity are quite diverse. Early approaches relied on easily calculable quantities, such as the average length of a sentence or the average number of syllables per word. …”
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An Improved Point Cloud Filtering Algorithm Applies in Complex Urban Environments by Guangyu Liang, Ximin Cui, Debao Yuan, Liuya Zhang, Renxu Yang

“…However, current point cloud filtering algorithms have significant limitations in multi-scale structural complexity and sparse-to-dense balancing, hindering accurate extraction in complex urban environments. …”
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The effectiveness of complex therapy in the treatment of nonspecific vaginitis in women of reproductive age by O.D. Ryazanova, G.I. Reznichenko

“…The magnesium level also increased by an average of 1.4 times (р<0,05). Complex therapy in the main group significantly reduced the adrenaline levels by an average of 1.6 times, noradrenaline by 2.4 times, and cortisol by 1.8 times compared to the values before treatment (р<0,05). …”
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Research on Semantic Segmentation Algorithm for Infrared Moving Targets in Complex Backgrounds by Ji Haoyu, Meng Weihua, Zhang Xinchao, Duan Jingfei, Zhang Meng

“…The semantic segmentation of infrared weak targets relies more on detailed texture features, and deeper network architecture are not suitable for semantic segmentation of infrared targets, making it difficult to accurately segment weak targets from complex backgrounds. This article focuses on the semantic segmentation task requirements of infrared moving targets in complex backgrounds. …”
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Prevention and treatment of wound complications at alloplasty of the complex abdominal wall defects by R. B. Lysenko

“…One of the major reasons causing the unsatisfactory results of the alloplasty of complex abdominal wall defects (CAWD) is the development of wound complications (WC), the frequency of which varies from 7.9 to 49.2%. …”
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Elasto-plastic stability of thin plates subjected to complex loading process by Dao Huy Bich

“… Analyzing an elastic-plastic stability problem, the complex loading process acted on the body has an essential influence on the values of critical loads. …”
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STATISTICAL SYNTHESIS OF FORECAST CHARACTERISTICS OF COMPLEX TECHNICAL SYSTEM BY TIME SERIES by N. A. Severcev, V. M. Balick, E. V. Balick

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Complex Network Minority Game Model for the Financial Market Modeling and Simulation by Lingyun Chen

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Optimization model of random load balancing of heterogeneous nodes in complex buildings by Wenlei GUO

“…In order to improve the load balancing of a complex building complex IoT and maintain its stable operation, a random load balance optimization model for non-uniformly distributed nodes in a complex building complex IoT was proposed.Sensor devices were deployed and wireless networks were accessed in complex building clusters to build the Internet of things for complex building clusters.The distribution location of each node in the Internet of things environment was determined, and random load data of non-uniformly distributed nodes was collected and integrated.The priority of non-uniformly distributed nodes was calculated using the IALBR routing protocol.By generating scheduling links and calculating the scheduling amount, the node load balancing scheduling task of the model was completed, and the load balancing of the Internet of things was optimized.The experimental results show that compared with traditional models, the average value of the load balance index of nodes under the design model is 0.002.The application of the design model effectively reduces the congestion probability of the Internet of things and improved network throughput.…”
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Complexity Analysis of a Master-Slave Oligopoly Model and Chaos Control by Junhai Ma, Fang Zhang, Yanyan He

“…We further analyze the long-run average profit of the three firms and find that they are all optimal in the stable region. …”
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Understanding the complex relationship between hydroelectric and thermoelectric generation and electricity prices by Juan Manuel Candelo-Viáfara, María del Pilar Rivera-Díaz, Juan Esteban Orrego-Reyes

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Tribo-synergism in titanium complex grease using micro and nano particles. by Ming Niu, Yunbo Gao, Xinyu Wang, Zhenghu Liu

“…The synergistic grease (G-MX: 0.83 wt% N-G, 0.05 wt% GN, 2.59 wt% PB) reduced the average friction coefficient by 45.3% and wear scar diameter by 23.3% versus base grease, surpassing single-additive variants. …”
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A Complexity Reduction Method for Intra Prediction Method in HEVC Standard by Zahra Mirian, Mohammadreza Ramezanpour

“…The significant increase in performance of this standard has been achieved with high computational complexity. In this standard, the intra prediction unit is one of the parts that although it greatly improves performance, it significantly increases its computational complexity due to the increase in the number of prediction modes. …”
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Real-time Detection and Tracking for Operating Vehicles in Complex Mining Environments by KANG Gaoqiang, LIN Jun, LIU Shiwang, YUE Wei, XIONG Qunfang, TONG Hao

“…Aiming at the problems of poor detection effect and low tracking stability of multi-type vehicles in complex mining environment due to the similarity of operating vehicles and background images, this paper proposes a multi-category and multi-target real-time detection and tracking algorithm for operating vehicles in complex mining environments. …”
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A Complex Wavelet-Based OTFS Scheme for LEO Satellite Communication by Saifur Rahman Sabuj, Han-Shin Jo

“…To overcome the problem of high-order modulation in W-OTFS systems, we propose combining the complex DWT paradigm with a newly developed W-OTFS modulation scheme, known as the complex W-OTFS (CW-OTFS) scheme. …”
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MRD: A Linear-Complexity Encoder for Real-Time Vehicle Detection by Kaijie Li, Xiaoci Huang

“…To address these limitations, this study introduces Mamba RT-DETR (MRD), an optimized architecture featuring three principal innovations: (1) We devise an efficient vehicle detection Mamba (EVDMamba) network that strategically integrates a linear-complexity state space model (SSM) to substantially mitigate computational overhead while preserving feature extraction efficacy. (2) To counteract the constrained receptive fields and suboptimal spatial localization associated with conventional SSM sequence modeling, we implement a multi-branch collaborative learning framework that synergistically optimizes channel dimension processing, thereby augmenting the model’s capacity to capture critical spatial dependencies. (3) Comprehensive evaluations on the BDD100K benchmark demonstrate that MRD architecture achieves a 3.1% enhancement in mean average precision (mAP) relative to state-of-the-art RT-DETR variants, while concurrently reducing parameter count by 55.7%—a dual optimization of accuracy and efficiency.…”
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Evaluation of Mental Workload on Complex Missions Emergency Personnel NASA-TLX

“…Using SPSS 18 through Kolmogorov–Smirnov (K-S) test, independent t test, spearman and multivariate linear regression were analyzed. Results: Average scores on the mental workload during the complex mission emergency medical personnel according to the weight and rating of each of sextet scales, (81.25±4.81) were calculated. …”
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Complex Network Algorithm for Glossary Formation Context-Related Predictive Terms by Oleg Popov, Adrian Grosu, Sergey Kramarov

“…These terms were ranked using the average score of two algorithms - PageRank and HITS. …”
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