Revisiting Information Cascades in Online Social Networks by Michael Sidorov, Ofer Hadar, Dan Vilenchik

“…It is widely believed that a user’s activity pattern in Online Social Networks (OSNs) is strongly influenced by their friends or the users they follow. …”
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Building electrical consumption patterns forecasting based on a novel hybrid deep learning model by Nasser Shahsavari-Pour, Azim Heydari, Farshid Keynia, Afef Fekih, Aylar Shahsavari-Pour

“…Existing models often fail to account for the complex and nonlinear characteristics of energy consumption patterns, resulting in suboptimal prediction performance. …”
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Measuring the communicative constitution of organization as network formation. by Kyle Michael Schwing, Jonathan Pitt

“…We propose a set of metrics, based upon the four flows theory of the communicative constitution of organizations, to evaluate the emergence of organization in a social network. …”
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Microscopic Structure and Strength Variation Patterns of Fiber-Modified Coarse-Grained Sulfate Saline Soil by DING Jin-hua, LI Jia-jun, GONG Miao-miao, LUO Wei, LI Teng-fei

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Prospective risk scenario set construction and patternized response strategy for AC/DC distribution system by TANG Zhaojie, ZHANG Mingchen, ZHAN Huiyu, BAI Jingjing, LUO Lizi

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Surveillance of surgical-site infections and antimicrobial resistance patterns in a tertiary hospital in Alexandria, Egypt by May Raouf, Thoraya Ghazal, Mohamed Kassem, Abdelfattah Agamya, Amira Amer

“…This study aimed to evaluate incidence and risk factors of surgical site infections (SSIs), etiological pathogens and AMR patterns identification. …”
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Urine Metabolomic Patterns to Discriminate the Burnout Levels and Night-Shift-Related Stress in Healthcare Professionals by Andreea Petra Ungur, Andreea-Iulia Socaciu, Maria Barsan, Armand Gabriel Rajnoveanu, Razvan Ionut, Carmen Socaciu, Lucia Maria Procopciuc

“…<b>Purpose</b>: Comparative evaluation of urine metabolite patterns that may discriminate the burnout levels and the effects of night shifts on healthcare professionals. …”
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FlowSeries: flow analysis on financial networks by Arthur Capozzi, Salvatore Vilella, Dario Moncalvo, Marco Fornasiero, Valeria Ricci, Silvia Ronchiadin, Giancarlo Ruffo

“…Criminal activity in transaction networks often involves complex, evolving patterns specifically designed to evade detection. …”
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An Efficient Dropout for Robust Deep Neural Networks by Yavuz Çapkan, Aydın Yeşildirek

“…Overfitting remains a major difficulty in training deep neural networks, especially when attempting to achieve good generalization in complex classification tasks. …”
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Artificial intelligence and machine learning techniques for suicide prediction: Integrating dietary patterns and environmental contaminants by Mayyas Al-Remawi, Ahmed S.A. Ali Agha, Faisal Al-Akayleh, Faisal Aburub, Rami A. Abdel-Rahem

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Uncovering nonlinear patterns in time-sensitive prehospital breathing emergencies: an exploratory machine learning study by Peter Hill, Daniel Jonsson, Jakob Lederman, Peter Bolin, Veronica Vicente

“…Multiple ML models, random forest, gradient boosting, neural networks, and logistic regression were trained to probe potential nonlinear patterns and interactions, not with the primary goal of predictive accuracy. …”
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Explainable AI Meets Synthetic Data: A Deep Learning Framework for Detecting Network Intrusion in NextG Network Infrastructure by Md Junayed Hossain, Khorshed Alam, Md Fahad Monir, Md Mozammal Hoque, Tarem Ahmed

“…In today&#x2019;s digitally driven world, network security has become a top accountability as cyberattacks become more sophisticated, especially within emerging NextG network infrastructures. …”
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Green Infrastructure Network Planning in Urban Fringe Areas Based on the Characteristics of Agricultural and Forestry Landscape Ecological Network in a Metropolitan City by Dongmeng Wang, Can Zhao, Baolin Xia, Chenming Zhang, Dezheng Kong, Qindong Fan

“…Finally, based on the evaluation results, a classified network planning was conducted, and a triple-network integrated planning strategy was proposed. …”
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Two patterns in apical dendrite extensions of projection neurons within cerebral cortex of reeler mutant mice by Ryoichi Ichikawa, Ryoichi Ichikawa

“…I aimed to investigate the projection target-specific regulation of this apical dendrite extension pattern in reeler mice.MethodsTo this end, three types of projection neurons–corticospinal (CS), corticothalamic (CT), and corticocallosal (CC) neurons–were evaluated using retrograde labeling techniques.Results and discussionReeler CS neurons displayed a congregation pattern of apical dendritic terminal tips in a specific upper cortical zone, whereas reeler CC neurons exhibited a dispersed pattern of scattered tips throughout the cortex. …”
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A novel robust network construction and analysis workflow for mining infant microbiota relationships by Wei Jiang, Yue Zhai, Dongbo Chen, Qinghua Yu

“…Understanding the relationships within the microbiota is essential to linking its maturation process to these outcomes. Several network-based methods have been developed to analyze the developing patterns of infant microbiota, but evaluating the reliability and effectiveness of these approaches remains a challenge. …”
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Antimicrobial prescribing patterns among pediatric outpatient encounters in primary healthcare centers in Bujumbura Mairie, Burundi by Audace Manirakiza, Shital Mahindra Maru, David Gitonga Nyamu, Thomas Bizimana, Manassé Nimpagaritse

“…Methods We conducted a cross-sectional study at 20 PHCs in Bujumbura Mairie, Republic of Burundi, to evaluate antimicrobial prescribing patterns. We collected retrospectively 2022-year data from medical records using the World Health Organization/International Network of Rational Use of Drugs (WHO/INRUD) core drug indicators. …”
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Trade-Offs and Synergies Between Ecosystem Services and Their Ecological Security Patterns in the Guanzhong–Tianshui Economic Zone by Jing Zhou, Jianhua Xiao, Daiying Yin, Yu Ren

“…The Guanzhong–Tianshui economic zone is a strategic link in China’s Belt and Road network, faces the contradiction between ecological protection and economic development, and urgently needs to construct an ecological security pattern based on ecosystem services to permit sustainable development. …”
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Klasifikasi Ekspresi Wajah Menggunakan Covolutional Neural Network by Ahmad Taufiq Akbar, Shoffan Saifullah, Hari Prapcoyo

“…Penelitian ini mengusulkan arsitektur sederhana Convolutional Neural Network (CNN) untuk meningkatkan efisiensi klasifikasi emosi pada dataset kecil. …”
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Clustering and Detecting Network Intrusion Based on Fuzzy Algorithms by Manar Kashmola, Bayda Khaleel

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Advances in Neural Network assisted Tool Pressure Prediction by Göltl Florian, Harst Felix, Birkert Arndt, Stache Nicolaj C.

“…It has been demonstrated that convolutional neural networks (CNNs) can predict pressure distributions from spotting patterns. …”
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