Search Results - combinator graph reduction

A Spatial-Network Approach to Assessing Transportation Resilience in Disaster-Prone Urban Areas by Francesco Rouhana, Dima Jawad

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ON SOME VERTEX-TRANSITIVE DISTANCE-REGULAR ANTIPODAL COVERS OF COMPLETE GRAPHS by Ludmila Yu. Tsiovkina

“…For each given group \(\widetilde{G}^{\Sigma}\) with simple classical socle of degree \(|{\Sigma}|\le 2500\), we determine potential minimal quotients of \(\Gamma\), applying some previously developed techniques for bounding their spectrum and parameters in combination with the classification of primitive rank 3 groups of the corresponding type and associated rank 3 graphs. …”
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A graph-based optimization framework for firebreak planning in wildfire-prone landscapes by Denys Yemshanov, Ning Liu, Eric W. Neilson, Daniel Thompson, Frank H. Koch

“…The second strategy minimizes the possible burn area across the landscape by tracking the impact of firebreaks on the potential fire spread through a large set of fire propagation graphs that depict plausible fire scenarios. We also evaluated the problem that combines both strategies.We illustrated the approach with the planning of wildfire mitigation measures in the Red Rock-Prairie Creek area of Canada, a complex fire-prone landscape. …”
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Research on the Construction and Application of Earthquake Emergency Information Knowledge Graph Based on Large Language Models by Wentao Zhou, Meng Huang, Shuai Liu, Qiao You, Fanxin Meng

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Turning Energy-Aware Route Planning With an Extended TSP and Double-Layer State Graph: Experimental Evaluation With a Crawler Mobile Robot by Namihei Adachi, Hisashi Date

“…Our method solves this problem by a double-layer state graph to express the change in the orientation by choosing a combination of two points associated with each travel point. …”
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Intelligent Network-Level Energy Saving Strategy With STGNN-Driven Traffic Prediction and Path Optimization in Transport Networks and Field Trial by Xinyu Chen, Liuyan Han, Minxue Wang, Jiang Sun, Yong Gao, Xuegang Ou, Dechao Zhang, Han Li

“…This paper proposes a novel network-level energy saving strategy that leverages spatiotemporal graph neural networks (STGNN) and dynamic path optimization to overcome the limitations of conventional device-level approaches. …”
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PACKETCLIP: multi-modal embedding of network traffic and language for cybersecurity reasoning by Ryozo Masukawa, Sanggeon Yun, Sungheon Jeong, Wenjun Huang, Yang Ni, Ian Bryant, Nathaniel D. Bastian, Mohsen Imani

“…We introduce PACKETCLIP which is a multi-modal framework combining packet data with natural language semantics through contrastive pre-training and hierarchical Graph Neural Network (GNN) reasoning. …”
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Development of the composition and technology of a combined gel for the treatment of osteoarthritis with a pharmacological rationale for the content of components by U. V. Nogaeva, Ju. M. Kotsur, E. V. Flisyuk, D. Yu. Ivkin, E. D. Semivelichenko, I. A. Titovich, I. A. Narkevich, V. G. Antonov

“…OA was modeled by the combined administration of 0.1 ml of a mixture of Freund's complete adjuvant with a 10 % talc suspension in isotonic sodium chloride solution in a ratio of 1 : 10 into the hock (tarsus) joint cavity. …”
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Research on risk assessment and optimization of GCN supply chain financial network based on M estimation by Xinquan Yu, Feide Tong, Zhongzhen Hu

“…Therefore, this study proposes a graph convolutional network (GCN) model based on M estimation for risk assessment and optimization of supply chain financial networks. …”
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Flood Classification and Improved Loss Function by Combining Deep Learning Models to Improve Water Level Prediction in a Small Mountain Watershed by Rukai Wang, Ximin Yuan, Fuchang Tian, Minghui Liu, Xiujie Wang, Xiaobin Li, Minrui Wu

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Construction and application of knowledge mapping of carbon emission governance technologies for coal mining and utilization by Ying WANG, Liya WANG, Fei MA, Yang YANG, Zishuai ZU

“…Ten types of named entities and six kinds of relationships are defined, and based on the proposed knowledge graph construction combination method and innovation model, 12 631 nodes and 32 209 inter-entity relationships are extracted, which reveals the complex association between carbon emission technologies and emission characteristics, mining methods, utilization methods, and based on the constructed knowledge graph in the field of coal mining and utilization of carbon emission governance technology, it can support the mining enterprises to select the appropriate carbon reduction technology path. …”
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Fusion-Based Localization System Integrating UWB, IMU, and Vision by Zhongliang Deng, Haiming Luo, Xiangchuan Gao, Peijia Liu

“…To address these limitations, this study proposes a hybrid indoor positioning algorithm that combines UWB and VIO. The method first utilizes a tightly coupled UWB/inertial measurement unit (IMU) fusion algorithm based on a sliding-window factor graph to obtain initial position estimates. …”
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Boosting Deep Reinforcement Learning with Semantic Knowledge for Robotic Manipulators by Lucía Güitta-López, Vincenzo Suriani, Jaime Boal, Álvaro J. López-López, Daniele Nardi

“…Our architecture combines KGEs with visual observations, enabling the agent to exploit environmental knowledge during training. …”
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PLL-VO： An Efficient and Robust Visual Odometry Integrating Point-Line Features and Neural Networks by L. Zhao, Y. Yang, D. Ma, X. Lin, W. Wang

“…After selecting keyframes based on point feature counts and line feature overlap angles, we integrate convolutional neural networks (CNNs) and graph neural networks (GNNs) to enhance sparse matching, thereby improving both accuracy and computational efficiency. …”
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A visual positioning method for tunnel boring machines in underground coal mines based on anchor net features by Xuhui ZHANG, Yunkai CHI, Yuyang DU, Junying JIANG, Wenjuan YANG, Youjun ZHAO, Jicheng WAN, Yanqun WANG, Chenhui TIAN

“…A pose estimation model with minimized reprojection errors of line features was constructed. In combination with pose graph optimization, this model enabled precise TBM positioning. …”
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Magnetically sensitive nanocomposites for targeted antitumor therapy with application of gemcitabine by N. M. Korniichuk, S. P. Turanska, A. L. Petranovska, M. V. Abramov, P. P. Gorbyk, N. Yu. Luk'yanova, N. V. Kusyak, V. F. Chekhun

“…g/mL, a synergistic effect arose, with reduction of the amount of viable BC cells to 51 %. …”
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A novel method for soil organic carbon prediction using integrated ‘ground-air-space’ multimodal remote sensing data by Yilin Bao, Xiangtian Meng, Huanjun Liu, Mengyuan Xu, Mingchang Wang

“…We also evaluated the performance of various algorithms (e.g., Random Forest (RF), Convolutional Neural Networks (CNN), Graph Neural Networks (GNN), and Multi-Layer Perceptron (MLP)) across these models. …”
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Assessment of the Prevalence of Markers of Monoinfection with Hepatitis C Virus and Coinfection with Hepatitis C and B Viruses among the Personnel of Medical Institutions of an End... by M. P. Kostinov, N. A. Magomedova, I. A. Khrapunova, A. V. Linok, E. Yu. Malinnikova, G. I. Alatortseva, L. N. Pritvorova, L. N. Nesterenko, I. I. Amiantova, V. V. Dotsenko, V. Yu. Kabargina, V. B. Polishchuk, M. N. Loktionova, A. A. Besshaposhnikova

“…Statistical processing and analysis of the research results were carried out using Microsoft Excel 2010 and Prism9 software (GraphPad, USA.Results and discussion. For the period under review (2023-2024) In the structure of HCV cases, 5 % of the study sample (1,643) were young people (up to 44 years old), while elderly and middle-aged people (45-60 years old) were more susceptible to combined forms of HCV and HBV (1.7 %). …”
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The Effect of Foliar Applications of Fe and Salicylic Acid on Sesame (Sesamum indicum L.). under Water Deficit Conditions by M. B Amiri, M Sepehri Bimorghi, A Mirzaeian

“…Data analysis of variance (ANOVA) and graphing were performed using Ver. SAS 9.4 and MS Excel Ver. 11 and comparison of treatment means was performed using Duncan's multiple range test at a probability level of 5%.Results and DiscussionThe maximum plant height was observed under the combined application of salicylic acid and Fe with full irrigation (82.6 cm), while the minimum plant height was recorded in the treatment without salicylic acid and Fe application under cut-off irrigation at the flowering stage (42.6 cm). …”
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Architecture of an automated program complex based on a multiple kernel svm classifier for analyzing malicious executable files by Алан Нафієв, Андрій Родіонов

“…The methods involved a hybrid approach that combines static analysis – extracting byte code, disassembled instructions, and control flow graphs using IDA Pro and IDAPython – with dynamic analysis, which entails monitoring real-time behavior using Drakvuf. …”
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