Pore connectivity evaluation and seepage characteristic of ultra deep carbonate reservoirs of permian Qixia formation in NW Sichuan basin by Hao Lu, Zike Ma, Hu Li, Penglei Yan, Xian Liu, Jiale Liu, Cheng Ma, Bo Kang, Boning Zhang, Yulong Zhao, Liehui Zhang

“…It also explores methods for evaluating the connectivity of multi-scale pore networks in the Qixia Formation. …”
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Enhancing medical image classification via federated learning and pre-trained model by Parvathaneni Naga Srinivasu, G. Jaya Lakshmi, Sujatha Canavoy Narahari, Jana Shafi, Jaeyoung Choi, Muhammad Fazal Ijaz

“…The Convolutional Neural Network (CNN) model with Gray-Level Co-occurrence Matrix (GLCM) and Local Binary Patterns (LBP), along with the EfficientNet model, are being used as the local models. …”
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Pre-hospital blood product transfusion and calcium management in the United Kingdom: a multicentre service evaluation by Anna Forbes, Chris Simpson, Jo Griggs, Jack Barrett, Richard Lyon, Caroline Leech, Pre-HOspital Trainee Operated Research Network (PHOTON) and Air Ambulance Charity Kent Surrey Sussex

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Supporting Radiologists with Automated Image Analysis: An Evaluation of Deep Learning Tools for Augmenting Breast Cancer Screening by Imene Bouharati, Khaoula Bouharati

“… Introduction: This study investigates the use of Artificial Neural Networks (ANNs) for analyzing breast cancer risk factors, aiming to improve predictive analytics in early diagnosis and prevention. …”
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RETRACTED: An Adaptive Hierarchical Network Model for Studying the Structure of Economic Network by Xiaoteng Yang, Zhenqiang Wu, Shumaila Javaid

“…Meanwhile, we select four real data sets for model evaluation and observe the resilience in the network hierarchy evolution and the differences formed by different patterns of hierarchy preference mechanisms, which help us better understand data science and network dynamics evolution.…”
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A Novel PNDA-MMNet Model for Evaluating Dynamic Changes in the Brain State of Patients with PTSD During Neurofeedback Training by Peng Ding, Lei Zhao, Anmin Gong, Wenya Nan, Yunfa Fu

“…Method: This study proposes a novel Process Noise Dynamic Adaptation-Mesoscale Mesonetwork Network (PNDA-MMNet) model, which improves upon conventional techniques by establishing a discrete linear dynamic model of the NFT process. …”
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Think globally, act locally: Phylodynamic reconstruction of infectious bronchitis virus (IBV) QX genotype (GI-19 lineage) reveals different population dynamics and spreading patter... by Giovanni Franzo, Paola Massi, Claudia Maria Tucciarone, Ilaria Barbieri, Giovanni Tosi, Laura Fiorentini, Massimo Ciccozzi, Antonio Lavazza, Mattia Cecchinato, Ana Moreno

“…In the present work, these phenomena were evaluated by implementing a Bayesian phylodynamic approach to reconstruct the epidemiological patterns and population history of the QX genotype (currently renamed GI-19 lineage), the most relevant IBV lineage of the Old-World. …”
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Bibliometric Analysis of the Evaluation Concepts of Humanities Research Outputs by Nahid Kabiri Khozani, Ali Mansouri, Mitra Pashootanizadeh, Elahe Ebrahimi Dorcheh

“…The thematic map the field highlights key concepts such as research performance, bibliometric indicators, journal articles, and publication patterns. Fundamental concepts include research articles and evaluation systems, while research quality emerges as a growing area of interest. …”
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DDoS classification of network traffic in software defined networking SDN using a hybrid convolutional and gated recurrent neural network by Ahmed M. Elshewey, Safia Abbas, Ahmed M. Osman, Eman Abdullah Aldakheel, Yasser Fouad

“…This paper presents a comprehensive evaluation of six deep learning models (Multilayer Perceptron (MLP), one-dimensional Convolutional Neural Network (1D-CNN), Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), Recurrent Neural Network (RNN), and a proposed hybrid CNN-GRU model) for binary classification of network traffic into benign or attack classes. …”
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Pattern Matching-Based Denoising for Images with Repeated Sub-Structures by Anil Kumar Mysore Badarinarayana, Christoph Pratsch, Thomas Lunkenbein, Florian Jug

“…State-of-the-art image denoising methods are dominated by supervised Convolution neural network (CNN)-based methods. However, supervised CNNs cannot be used if a noise-free ground truth is unavailable. …”
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Designing a Digital Branding Pattern in Healthy Agricultural Products by Abolghasem Mohammadnezhad Ali Zamini, Arezo Ahmadi danyali, Mahmoud Ahmadi Sharif

“…Marin & Nilă (2021) in a research titled Branding in the social network: the use of the LinkedIn network in personal brand communication, investigated the attitude of recruitment and human resources professionals towards the development of a personal brand in LinkedIn and the criteria used in the evaluation of a communication and marketing specialist. …”
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Evaluation of the precision and accuracy in the classification of breast histopathology images using the MobileNetV3 model by Kenneth DeVoe, Gary Takahashi, Ebrahim Tarshizi, Allan Sacker

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Perceptions of spatial patterns of visitors in urban green spaces for the sustainability of smart city by Qi Liu, Li Hou, Sana Shaukat, Usman Tariq, Rabia Riaz, Sanam Shahla Rizvi

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Relationship of Community Mobility, Vital Space, and Faller Status in Older Adults by Diego Robles Cruz, Andrea Lira Belmar, Anthony Fleury, Méline Lam, Rossana M. Castro Andrade, Sebastián Puebla Quiñones, Carla Taramasco Toro

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County Scale Ecological Security Pattern Construction Based on MCR Model by Chao Yunshu, Yan Yutong, Yan Sijia, Pan Hui, Wu Liyun

“…[Conclusion] According to the results of ecological source identification and corridor division, an ecological security pattern framework for Yongchun County was constructed, with source as the core, corridor as the network, and ecological nodes as the focus. …”
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Soil moisture forecasting in wireless sensor networks via spatiotemporal graph convolutional networks by Weixuan Wang, Yating Wei, Longfei Hao, Zushuai Wei, Tianjie Zhao

“…Graph neural network is adept at capturing and utilizing the complex spatiotemporal relationships and patterns inherent in graph‐structured data, thereby enhancing prediction accuracy. …”
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Analysis of dynamic network reconfiguration in HIV patients with cognitive impairment based multilayer network by Xingyuan Jiang, Juming Ma, Chuanke Hou, Hongjun Li

“…Abstract Approximately half of HIV patients continue to experience HIV-associated neurocognitive disorders (HAND). Our study aims to evaluate changes in the dynamic activity patterns of functional brain communities in the early stages of HIV infection by comparing time-varying multilayer network metrics. …”
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Game and Application Purchasing Patterns on Steam using K-Means Algorithm by Salman Fauzan Fahri Aulia, Yana Aditia Gerhana, Eva Nurlatifah

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Toward the Reconstruction of Substorm‐Related Dynamical Pattern of the Radiowave Auroral Absorption by V. A. Sergeev, M. A. Shukhtina, N. A. Stepanov, D. D. Rogov, A. V. Nikolaev, E. Spanswick, E. Donovan, T. Raita, A. Kero

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Patterns of Use of Heated Tobacco Products: A Comprehensive Systematic Review by Marco Scala, Giulia Dallera, Giuseppe Gorini, Jérémie Achille, Anne Havermans, Clara Neto, Anna Odone, Luc Smits, Antonella Zambon, Alessandra Lugo, Silvano Gallus

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