Detecting anomalies in graph networks on digital markets. by Agata Skorupka

“…It states that methods based on nodes' statistics result in better model performance than state-of-the-art graph embeddings. …”
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GBiL: A hybrid gated recurrent units (GRU) and bidirectional long short-term memory (BiLSTM) model with Particle Swarm Optimization for a Robust VANET IDS by G. Shobana, A. Thillai Nathan, Dhev Sabharish Sivakumar, R. Arockia Xavier Annie

“…However, VANET faces significant security threats, including Sybil, black hole, and wormhole attacks, where malicious nodes manipulate network communication, leading to misinformation and disruptions. …”
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Adapter With Textual Knowledge Graph for Zero-Shot Sketch-Based Image Retrieval by Jie Zhang, Jiali Tang

“…This method treats category semantic information and visual features as nodes, computing their edges using cosine similarity. …”
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Toward Intelligent Caching in DSR Protocols: Route Compression, Hierarchical Structures, and Link-Aware Optimization in MANETs by Ammar Kareem Obaid, Mohd Ezanee Bin Rusli, Salman Yussof

“…In addition, link quality metrics such as residual energy and link duration are integrated into route selection, enabling more stable and energy-efficient communication paths. …”
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Determining the optimal port placement for transoral endoscopic thyroidectomy vestibular approach in a retrospective study by Zhizhou Deng, Xiongqiang Hu, Fangang Zeng, Yujun Guo, Xiaowei Peng

“…There were no significant differences in bleeding amount, retrieved and metastatic central lymph nodes, or incidence of complications among the groups. …”
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Relight the Candle: What Happens to High-redshift Massive Quenched Galaxies by Rhea-Silvia Remus, Lucas C. Kimmig

“…Furthermore, we demonstrate that the massive quenched galaxies do not reside in the most massive nodes of the cosmic web, but rather live in side nodes of approximately Milky Way halo mass. …”
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Genomic surveillance of antimicrobial resistance shows cattle and poultry are a moderate source of multi-drug resistant non-typhoidal Salmonella in Mexico. by Enrique Jesús Delgado-Suárez, Tania Palós-Guitérrez, Francisco Alejandro Ruíz-López, Cindy Fabiola Hernández Pérez, Nayarit Emérita Ballesteros-Nova, Orbelín Soberanis-Ramos, Rubén Danilo Méndez-Medina, Marc W Allard, María Salud Rubio-Lozano

“…The probability of finding MDR isolates was higher in ground beef than in lymph nodes:χ2 = 12.0, P = 0.0005. The most common resistant phenotypes involved tetracycline (40.3%), carbenicillin (26.0%), amoxicillin-clavulanic acid (20.8%), chloramphenicol (19.5%) and trimethoprim-sulfamethoxazole (16.9%), while more than 55% of the isolates showed decreased susceptibility to ciprofloxacin and 26% were MDR. …”
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Cellular porosity in dentin exhibits complex network characteristics with spatio-temporal fluctuations. by Lucas Chatelain, Nicolas Tremblay, Elsa Vennat, Elisabeth Dursun, David Rousseau, Aurélien Gourrier

“…Using confocal fluorescence microscopy, we modeled the porosity as a spatial graph with edges representing dentinal tubules or lateral branches and nodes defining their connections. A large fraction of porosity channels in crown dentin was found to be interconnected, with 47% of nodes linked in a single component over a millimetric distance from the dentin-enamel junction (DEJ). …”
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Multiphysics Modeling and Validation of Spent Fuel Isotopics Using Coupled Neutronics/Thermal-Hydraulics Simulations by Dean Price, Majdi I. Radaideh, Travis Mui, Mihir Katare, Tomasz Kozlowski

“…Coupling is performed externally, where the SCALE/T5-DEPL module transfers axial power data in all axial nodes to TRACE, which in turn calculates the coolant density and temperature for each of these nodes. …”
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ExAq-MSPP: An Energy-Efficient Mobile Sink Path Planning Using Extended Aquila Optimization Algorithm by S. Sangeetha, T. Aruldoss Albert Victoire, Manoharan Premkumar, Ravichandran Sowmya

“…In this proposed protocol, sensor nodes are initially deployed using Voronoi diagrams to ensure uniform network coverage. …”
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Impact of visceral obesity on postoperative outcomes in colorectal cancer: a systematic review and meta-analysis by Yulong Wang, Xijuan Liu, Xiao Feng, Xing Jiang, Lili Huang

“…OS and DFS, however, did not differ between the two groups (p > 0.05).ConclusionsColorectal cancer patients with VO who have surgery tend to have fewer lymph nodes taken, more problems after surgery, and a higher rate of switching to open surgery.…”
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Her-2 Positive Gastric Cancer Presented with Thrombocytopenia and Skin Involvement: A Case Report by Deniz Arslan, Mukremin Uysal, Ali Murat Tatlı, Seyda Gunduz, Sema Sezgin Goksu, Cumhur İbrahim Başsorgun, Hasan Senol Coskun, Hakan Bozcuk, Burhan Savaş

“…Pancytopenia is a more frequent finding identified in BM metastasis of solid organ cancers, and isolated thrombocytopenia is less often. …”
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Large-Scale Training in Neural Compact Models for Accurate and Adaptable MOSFET Simulation by Chanwoo Park, Seungjun Lee, Junghwan Park, Kyungjin Rim, Jihun Park, Seonggook Cho, Jongwook Jeon, Hyunbo Cho

“…By utilizing extensive datasets across various technology nodes, our method enables NCMs to develop a more detailed understanding of device behavior, thereby enhancing the accuracy and adaptability of MOSFET device simulations, particularly when data availability is limited. …”
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Postoperative Nomogram for Predicting Cancer-Specific and Overall Survival among Patients with Medullary Thyroid Cancer by Li Chen, Yizeng Wang, Ke Zhao, Yuyun Wang, Xianghui He

“…Nomograms constructed by using various clinical variables can make more comprehensive and accurate predictions for MTC patients who underwent total thyroidectomy and neck lymph nodes. …”
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Change and resilience of the energy trade backbone network in the Belt and Road region by NIU Xiaoyu, YU Zhaoyuan, CHEN Haiyan, CHEN Wei

“…Change analyses showed that since 2000, the connectivity pattern of the BRI energy trade backbone network has undergone multilevel fluctuations, displaying a more pronounced aggregated form and continuously strengthened links among nodes. …”
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Minor salivary gland tumors in the Indian population: A series of cases over a ten year period by Sonal Mishra, Y.C. Mishra

“…Problem considered: Minor salivary glands are found in the sino-nasal cavities, oropharynx, larynx and trachea with the majority being found in the oral cavity. 80% or more of minor salivary gland tumors are malignant and they tend to have a great variation in presentation and histology. …”
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Personalized Non-Player Characters: A Framework for Character-Consistent Dialogue Generation by Xiao Liu, Zhenping Xie, Senlin Jiang

“…By combining static knowledge fine-tuning and dynamic knowledge graph technology, the framework generates dialogue content that is more aligned with character settings and is highly personalized. …”
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Content-based dynamic superframe adaptation for Internet of Medical Things by Yousaf Zia, Arshad Farhad, Faisal Bashir, Kashif Naseer Qureshi, Ghufran Ahmed

“…It uses five Quality of Service metrics simultaneously: the application defined data traffic, receive ratio, Personal Area Network source nodes in numbers, number of collisions, and observed delay to achieve the optimal solution. …”
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An Area-Efficient TMR Architecture Inspired From Fast FIR Algorithm for Fault Tolerance by M. Deepa, P. Augusta Sophy Beulet

“…High-end commercial silicon chips used in aerospace and other industries utilize technology nodes at deep sub-micron levels. Efforts are underway to assess the feasibility of integrating even smaller nano-scale devices for secure communication, high-speed computing, and data storage. …”
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Optimizing proactive content caching with mobility aware deep reinforcement & asynchronous federate learning in VEC by Afsana Kabir Sinthia, Nosin Ibna Mahbub, Eui-Nam Huh

“…PCAD lowers the latency of content access by prefetching contents that are popular beforehand caching them on edge nodes and cutting the waiting time for every vehicle to complete training as well as uploading local models before updating the global model. …”
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