Bordering the area of spatial relevance for schools: a stochastic network approach using the example of Hamburg, Germany by Sebastian Leist, Marcus Pietsch

“…This paper presents stochastic network analysis as an alternative approach. Based upon individual student data of the metropolis Hamburg, the results are compared to those of traditional approaches. …”
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An analysis of publication trends and visualization of health psychology research using Web of Science citation database by Afshin Hamdipour, Hashem Atapour, Rasoul Heshmati, Arezoo Gheibi

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Simplified equivalent aggregation framework for impedance network modeling of MMC-HVDC systems with grid structural considerations by Yanxu Wang, Guoqing Li, Yechun Xin, Tuo Wang, Shouqi Jiang, Weiru Wang, Yupeng He

“…Recognizing limitations in existing impedance modeling and network analysis approaches, the research first establishes a DC-side wideband impedance model for MMC stations by incorporating their multi-harmonic coupling characteristics. …”
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How HR analytics evolved over time: a bibliometric analysis on Scopus database by Md. Nazmus Sakib, Shah Ridwan Chowdhury, Mohammad Younus, Nehad Laila Sanju, Farhana Foysal Satata, Mahafuza Islam

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LPBSA: Pre-clinical data analysis using advanced machine learning models for disease prediction by Dana R. Hamad, Tarik A. Rashid

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SSL-SurvFormer: A Self-Supervised Learning and Continuously Monotonic Transformer Network for Missing Values in Survival Analysis by Quang-Hung Le, Brijesh Patel, Donald Adjeroh, Gianfranco Doretto, Ngan Le

“…Survival analysis is a crucial statistical technique used to estimate the anticipated duration until a specific event occurs. …”
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Exploring the Therapeutic Potential of <i>Rehmannia glutinosa</i>: A Network Pharmacology and Molecular Docking Analysis Across Multiple Diseases by Jinyoung Park, Muhammad Yasir, Eun-Taek Han, Jin-Hee Han, Won Sun Park, Jongseon Choe, Wanjoo Chun

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Simple model based on artificial neural network for early prediction and simulation winter rapeseed yield by Gniewko Niedbała

“…The constructed model enabled to perform simulation on 30 June, in the current year, immediately before harvesting. An artificial neural network with multilayer perceptron (MLP) topology was used to build the predictive model. …”
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Network Pharmacology Integrated Docking Studies on Molecular Targets of Achyranthes aspera in the Treatment of Rheumatoid Arthritis by Sivasankari Marimuthu, Arul Jayanthi Antonisamy, Janani Palpandi, Sankar Malayandi

“…The common hub genes were subjected to Gene ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis. Component/target/pathway network was constructed to know the mechanism of interaction between the target proteins and ligands selected. …”
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Electric Vehicle Charging Logistics in Spain: An In-Depth Analysis by Juan Antonio Martínez-Lao, Antonio García-Chica, Silvia Sánchez-Salinas, Eduardo José Viciana-Gámez, Alejandro Cama-Pinto

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Temporal and Latitudinal Occurrences of Geomagnetic Pulsations Recorded in South America by the Embrace Magnetometer Network by Jose Paulo Marchezi, Odim Mendes, Clezio Marcos Denardini

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Issues with the Organic and Elemental Carbon Fractions in Recent U.S. Chemical Speciation Network Data by Philip K. Hopke, Yunle Chen, David Q. Rich, John G. Watson, Judith C. Chow

“…EPA changed the sampling and analytical protocols for its Chemical Speciation Network (CSN) in the 2007–2009 period to provide these well separated individual peaks in the thermogram for aerosol characterization, source apportionment, visibility, and health studies. …”
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Unraveling yield heterosis in Chinese cabbage hybrid by comparative transcriptomic analysis and LHCB1 gene function analysis by Ruihua Wang, Min Han, Taili Han, Ligong Xu, Yuanyuan Li

“…BackgroundChanges in gene expression in plant hybrids are closely related to heterosis. Currently, few reports on key genes that promote yield advantage formation in Chinese cabbage hybrids exist.MethodsWe conducted a comparative transcriptomic analysis between a Chinese cabbage hybrid (weichunbaiNo.3) and its parents using RNA sequencing, and the differentially expressed genes between the Chinese cabbage hybrid and its parents were confirmed in the rosette and the mature stages. …”
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A novel multi-scale and fine-grained network for large choroidal vessels segmentation in OCT by Wei Huang, Qifeng Yan, Lei Mou, Yitian Zhao, Wei Chen, Wei Chen, Wei Chen

“…Accurate segmentation of large choroidal vessels using optical coherence tomography (OCT) images enables unprecedented quantitative analysis to understand choroidal diseases. In this paper, we propose a novel multi-scale and fine-grained network called MFGNet. …”
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Estimating Parallel Transmission Line Fault Using Phasor Measurement Unit based Artificial Neural Network by Surinder Chauhan, Ratna Dahiya

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Comprehensive Review and Analysis of Image Encryption Techniques by K. Mahalakshmi, Sivakumar Nagarajan

“…This paper provides a comprehensive review of advanced image encryption techniques aimed at preserving the confidentiality and integrity of visual information. The analysis includes traditional cryptographic methods, such as AES, RSA, and Blowfish, as well as quantum encryption, chaos-based encryption, DNA encryption, frequency domain techniques, neural network-based methods, and compressive sensing. …”
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Problem of spreading fake information in the Internet space analysis by T. N. Kameneva, A. V. Kulchitskiy, S. A. Kotlyarov, M. Yu. Kazaryan, E. S. Orlova

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Analysis of the current situation and factors influencing the utilization of somatic and somatic-mental disorder comorbidity and health services among middle-aged and older adult p... by Mo Xue, Qianqian Zhang, Jialing Wu, Kan Tian

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Application of Protein-Protein Interaction Network Analysis in Order to Identify Cervical Cancer miRNA and mRNA Biomarkers by Parinaz Tabrizi-Nezhadi, Habib MotieGhader, Masoud Maleki, Soner Sahin, Sajjad Nematzadeh, Mahsa Torkamanian-Afshar

“…This cancer includes two histological types: squamous cell carcinoma (SCC) and adenocarcinoma (ADC). The current study aims at identifying novel potential candidate mRNA and miRNA biomarkers for SCC based on a protein-protein interaction (PPI) and miRNA-mRNA network analysis. …”
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Transmission Loss Allocation Based on Buses Injected Currents by V. Talaeizadeh, R. Aazami, M. Moradkhani, M.S. Javadi, M. Doostizadeh

“…These losses are properly and fairly shared between network buses for fair loss allocation in proportion to the percent of penetration the currents of each bus. …”
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