Predicting Freeway Traffic Crash Severity Using XGBoost-Bayesian Network Model with Consideration of Features Interaction by Yang Yang, Kun Wang, Zhenzhou Yuan, Dan Liu

“…Firstly, the obtained historical traffic crash data variables were screened, and 11 influencing factors were summarized from the perspective of road and environment, and the related variables were discretized. …”
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Identifikasi Malicious Host dalam Local Area Network Menggunakan Teknik Graph Clustering dan Filtering by Khafidzun Fadli, Achmad Basuki, Eko Setiawan

“…Hasil penerapan teknik graph clustering-filtering terhadap 511 node dan 4144 edge didapatkan melalui pengamatan dan pengambilan data selama 3 jam dalam LAN kampus dapat divisualisasikan menjadi hanya 22 node dan 328 edge. …”
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Research Progress in Artificial Intelligence for Central Serous Chorioretinopathy: A Systematic Review by Ping Zhang, Qing Zhang, Xinya Hu, Wei Chi, Weihua Yang

“…To optimize clinical translation, future research should focus on multicenter data integration, dynamic visualization frameworks, and standardized guidelines, promoting interdisciplinary collaboration and prospective trials for personalized treatment strategies. …”
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Examining factors contributing to mortality in Saudi Arabia: proposing effective healthcare management approaches by Sarah Aljarid, Wadi Alonazi

“…IBM SPSS Statistics version 27 was used for analysis, while Microsoft Excel facilitated data visualization. Results The findings indicate that non-communicable diseases (NCDs) are the leading causes of mortality in Saudi Arabia, with ischemic heart disease being the most prevalent. …”
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A Systematic Review of Urban Vegetation Research during 2000–2023: A Bibliometric Analysis by Hassan Boukita, Fathalah Elwahab, Mohamed El Ammari, Abdelazziz Chemchaoui, Boutaina Benchahid, Youssef Haouazine, Najiba Brhadda, Rabea Ziri

“…After being exported in CSV format, these data were analyzed using VOSviewer for data visualization, Scopus Analytics for performance evaluation, MS Excel for organizing data in graphical form, and CiteSpace for examining the emergence of keywords. …”
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Near real‐time monitoring of wading birds using uncrewed aircraft systems and computer vision by Ethan P. White, Lindsey Garner, Ben G. Weinstein, Henry Senyondo, Andrew Ortega, Ashley Steinkraus, Glenda M. Yenni, Peter Frederick, S. K. Morgan Ernest

“…Imagery is acquired as frequently as weekly using uncrewed aircraft systems (aka drones), processed into orthomosaics (using Agisoft metashape), converted into individual‐level species data using a Retinanet‐50 object detector, post‐processed, archived, and presented on a web‐based visualization platform (using Shiny). …”
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Digitalization As a Socio-Economic Challenge: Modeling the Impact On the Level of Cybercrime Considering Socio-Economic, Technological and Institutional Factors by Hanna Yarovenko, Olha Horbachova, Roman Bylbas, Dmytro Latysh

“…The study is devoted to modelling (based on correlation analysis and OLS, Fixed Effects, Random Effects regression models) the impact of digitalisation on the level of cybercrime, taking into account socio-economic, technological and institutional factors based on panel data of 20 countries for the period 2015-2024. All stages of data processing, model building and visualization of results were implemented using the Python programming language. …”
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Grape Leaf Diseases Identification System Using Convolutional Neural Networks and LoRa Technology by Zinon Zinonos, Socratis Gkelios, Ala F. Khalifeh, Diofantos G. Hadjimitsis, Yiannis S. Boutalis, Savvas A. Chatzichristofis

“…Image transmission over Low-Power Wide Area Networks (LP-WAN) protocols has always been a difficult task since it necessitates high data rates and high energy consumption. Long Range (LoRa) is one such protocol, which is excellent for transferring data over long distances but has generated severe doubts regarding the viability of image transmission due to its low data rate. …”
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Research on the Wetland Vegetation Classification Method Based on Cross-Satellite Hyperspectral Images by Min Yang, Jing Qin, Xiaodan Wang, Yanfeng Gu

“…It can also be applied to other small-satellite hyperspectral images and cross-satellite multispectral data, reducing on-site sampling costs and proving cost-effective.…”
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Optimizing Stroke Recognition With MediaPipe and Machine Learning: An Explainable AI Approach for Facial Landmark Analysis by Reshad Ul Karim, Sammam Mahdi, Abrar Samin, Aniqua Nusrat Zereen, M. Abdullah-Al-Wadud, Jia Uddin

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Classification and application of deep learning in construction engineering and management – A systematic literature review and future innovations by Qingze Li, Yang Yang, Gang Yao, Fujia Wei, Rui Li, Mingtao Zhu, Huiwen Hou

“…It further articulates five critical future research directions that are evolving in tandem with advances in CEM, multimodal construction site management, real-time structural health monitoring and prediction, project progress visualization and management, intelligent design with data sharing and the incorporating large language models (LLM) for text data analysis. …”
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Utilisation of the Innovative [18F]-Labelled Radiotracer [18F]-BIBD-071 Within HR+ Breast Cancer Xenograft Mouse Models by Di Fan, Xin Wang, Xueyuan Ling, Hongbin Li, Lu Zhang, Wei Zheng, Zehui Wu, Lin Ai

“…Biodistribution data revealed high tracer uptake in the liver, small intestine, and stomach, with significant washout from the bloodstream and tumour over time. …”
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Integrating geographic information systems into veterinary education within the one health framework: an interdisciplinary approach by Antonio Contreras, Víctor Cuevas, Jorge Rivera-Gomis, Jorge Rivera-Gomis, Antonio Sánchez, Pelayo Acevedo, Joaquin Vicente

“…The exercises support data visualization, geospatial analysis, and the generation of online outputs. …”
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Functional-guided frameless stereotactic biopsy of highly eloquent brain tumors by Maximilian Schwendner, Axel Schroeder, Bernhard Meyer, Sandro M. Krieg, Sebastian Ille

“…Intraoperative data, histopathological findings, and clinical outcomes were analyzed. …”
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Exploring the Time to Onset and Early Predictors of Poststroke Spasticity Combined With Surface Electromyography: Protocol for a Nested Case-Control Study by Simeng Song, Shiliang Wang, Shanshan Zeng, Wenqing Wu, Lingying Wu, Xukun Tang, Xiongxing Sun, Dahua Wu, Le Xie

“…Logistic regression analysis was used to investigate factors affecting treatment outcomes. Data processing, analysis, and visualization were conducted using Statistical Package for the Social Sciences software (version 26.0; IBM Corp). …”
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Contribution of artificial intelligence for understanding animal rabies epidemiology in Morocco: What are the perspectives of an innovative and predictive approaches? by Ilham Ahamjik, Ayman Agbani, Mounia Abik, Mounir Khayli, Naima Galzim, Jaouad Berrada, Mohammed Bouslikhane

“…In order to investigate the link between the risk of rabies within a territorial municipality (commune) and its socio-economic situation, the following data were analyzed: (1) health data: reported animal cases of rabies between 2004 and 2021 and data obtained through the ArcGIS kriging tool (Geospatial data); (2) demographic and socio-economic data. …”
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Mathematical modelling of aeronautical environment by D. E. Eshmuradov, T. D. Elmuradov

“…The results of the study allow us to conclude that the construction of a mathematical model of the air navigation environment allows us to achieve the following results: optimization of the distribution of the EAP loads by sectors, visualization of the air navigation situation in the region, the establishment of critical load directions, the collection of data on the load, the study of the factor effects on the regularity and safety of the aircraft movement. …”
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COMPARATIVE ANALYSIS OF VOLATILITY OF CRYPTOCURRENCIES AND FIAT MONEY by G. O. Krylov, A. Yu. Lisitsyn, L. I. Polyakov

“…The methodological basis of the research is logical, econometric, economic and statistical methods of analysis, technical and fundamental analysis, and method of scientific visualization. The calculated volatility estimates are based on the Central Bank’s data on currency rates and investigated using named three models. …”
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Third and Fourth Branchial Arch Anomalies in Children: Insights from a Tertiary Care Center by Abhinav Sihag, Lakshmi Sundararajan, S. Thirunavukkarasu

“…Diagnosis was established based on imaging findings on ultrasound and magnetic resonance imaging (MRI)/computed tomography neck aided by suspension microlaryngoscopic visualization of internal opening in the pyriform sinus. …”
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Skin Punch as a Potential Diagnostic Tool for Peripheral Neuropathies of Dogs: Set up of an Indirect Immunofluorescence Protocol on Formalin-Fixed Paraffin-Embedded (FFPE) Biopsy by Maria Teresa Mandara, Simona Arcaro, Ilaria Porcellato, Giuseppe Giglia

“…Reference data concerning the IENF density of different skin regions in healthy animals of different ages remain to be defined for future diagnostic applications.…”
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