Slim multi-scale convolutional autoencoder-based reduced-order models for interpretable features of a complex dynamical system by Philipp Teutsch, Philipp Pfeffer, Mohammad Sharifi Ghazijahani, Christian Cierpka, Jörg Schumacher, Patrick Mäder

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Urban Traffic Noise Analysis with The Integration of Vision-Language Model and 3DWebGIS by Y. Zhang, Z. Wang, L. Huang, L. Huang, R. Huang

“…This study proposes an innovative three-dimensional dynamic noise mapping method addressing existing technical challenges in noise modeling and visualization. …”
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基于半监督聚元自组织映射的齿轮早期故障检测 by 樊帆, 徐亚兵

“…Self-organizing feature map is often limited by long training time,low diagnosis accuracy and bad classification visualization when it is applied in gear fault diagnosis.A novel method of semi-supervised LDA-GNSOM（Linear Discriminative Analysis Grouping Neuron Self-organized Map） is proposed for fault diagnosis.Firstly,the fault of original feature space is reduced by using LDA,and then the reduced feature subsets are input into the semi-supervised GNSOM network for classification and visualization.The effectiveness of this method is verified by using Iris dataset.And the gear incipient fault experiments are also conducted to demonstrate that the new approach is effective for gear incipient pitting detection.…”
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Alternatives to Cadaveric Dissection in Medical Education: An Overview by Suman Verma, Urvi Sharma

“…Prosection is a valuable method for understanding anatomical relations. Plastination enhances the visualization of complex anatomical structures. …”
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Shifting Sands: Examining and Mapping the Population Structure of Greece Through the Last Three Censuses by Kleomenis Kalogeropoulos, Dionysios Fragkopoulos, Panagiotis Andreopoulos, Alexandra Tragaki

“…This paper aims to facilitate a more nuanced understanding of regional disparities in the population age structure at a local scale by applying a recent method for visualizing these disparities. Utilizing data from the three most recent population censuses in Greece, this method applies advanced data visualization techniques to map age distributions, highlighting significant variations in aging patterns across municipalities, towns, and districts. …”
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Forecasting models for Quebec’s lumber demand and exports using multivariate regression technique by Mounia Ferguene, Nadia Lehoux, Camélia Dadouchi

“…This paper proposes a methodology to extract and use open data for Quebec’s lumber demand and exports forecasts using multivariate regression techniques. A number of methods were applied to estimate the models’ coefficients using a training data set, namely the Ordinary Least Squares method with a “backward” variable selection approach, LASSO and RIDGE regressions, and the Two-Step Least Squares method. …”
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Generative LOD algorithm based on space–time grid model by Huangchuang Zhang, Ge Li

“…Finally, through the space–time grid visualization experiments and LOD experiments, it is proved that the method of this paper can significantly improve the visualization and loading efficiency of CIM.…”
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Use of the metaverse to advance wind power generation projects by Harada Norio, Takei Chikako, Kimurai Ichiro

“…The survey results indicated a 3.5-fold improvement in understanding of the construction details and project impact using our visualization method.…”
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MAST CELL REACTION TO ACUPUNCTURE ON TONGUE by N. Pirovski, Y. Staykova-Pirovska, D. Atanasova, N. Dimitrov

“…This was done with a visualization method for the needle tract that we developed for tongue. …”
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Scanning acoustic microscopy of polymeric materials and biological substances by Roman Gr. MAYEV

“…For the last few years a new method of visualization and quantitative analysis of physico-mechanical properties and microstructure of heterogenetic media — the acoustic microscopy — has been intensively elaborated in the world. …”
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Bibliometrik Analysis of Self Care in Patient with Type 2 Diabetes Mellitus by Weny Murni, Ernawati

“…The study aimed to employ a Bibliometric analysis to provide a comprehensive overview of the scientific development related to self-care behaviors among patients with Type 2 Diabetes Mellitus. Methods: This study employed a quantitative descriptive method with a bibliometric approach, analyzing scientific publications retrieved from the Scopus database for the period 2021–2025. …”
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Video map: A realtime orthographic geo-image considering DEM and semantic information. by Xingguo Zhang, Xiaodi Li, Shuai Ren, Mohan Liu, Sen Yang

“…Aiming at the problem that it is difficult to accurately calibrate massive Pan-Tilt-Zoom Camera (PTZ) cameras on telecommunication tower and the visualization effect of orthographic geo-image is poor, this paper proposes a new method of realtime orthographic geo-image generating, which is considering Digital Elevation Model (DEM) and semantic information (ROGI-DS). …”
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RESEARCH ON SOME ASPECTS OF POULTRY MEAT QUALITY DEPENDING ON STORAGE by Rita GOLBAN, Artur GOLBAN, Aurel CIUCLEA

“…The scientific researches were performed using the following research methods: microscopic visualization, bacterioscopic and bacteriological methods qualitative and quantitative analysis, induction, deduction, the graphics method, the chronological series method. …”
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Spectral Pattern Classification in Lidar Data for Rock Identification in Outcrops by Leonardo Campos Inocencio, Mauricio Roberto Veronez, Francisco Manoel Wohnrath Tognoli, Marcelo Kehl de Souza, Reginaldo Macedônio da Silva, Luiz Gonzaga Jr, César Leonardo Blum Silveira

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Investigating the Complexity of Multidimensional Symptom Experiences in Patients With Cancer: Systematic Review of the Network Analysis Approach by Vincent Richard, Allison Gilbert, Emanuela Pizzolla, Giovanni Briganti

“…Several NA approaches were used: network visualization (n=1), Bayesian network (n=1), pairwise Markov random field and IsingFit method (n=1), unregularized Gaussian graphical model (n=2), regularized partial correlation network (n=6), network visualization and community NA (n=1), network visualization and Walktrap algorithm (n=1), undirected network model with the Fruchterman-Reingold and edge-betweenness approaches (n=4), biased correlation and concise pattern diagram (n=1), extended Bayesian information criterion graphical LASSO method (n=3), cross-lagged panel network (n=1), and unspecified NA (n=3). …”
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Multimodal Intelligent Flooring System for Advanced Smart‐Building Monitoring and Interactions by Yuqi Chen, Jianlong Hong, Yukun Xiao, Huiyun Zhang, Jun Wu, Qiongfeng Shi

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Application of Infrared Thermography in Identifying Plant Oils by Maria Marudova, Sotir Sotirov, Nadezhda Kafadarova, Ginka Antova

“…In this article, we present a unique system for identifying edible oils through the analysis of their thermophysical properties. The method is based on the use of active infrared thermography. …”
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Spatial Distribution of Water Quality in Welang, Gembong and Rejoso Rivers, Pasuruan, East Java, Indonesia by A. Darmawan, E. Y. Herawati, A. M. Filhiyam, E. S. Arinda, Z. S. Wijanarko

“…However, those methods are numerical and limited in spatial visualization. …”
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Leveraging the Electronic Health Record to Measure Resident Clinical Experiences and Identify Training Gaps: Development and Usability Study by Vasudha L Bhavaraju, Sarada Panchanathan, Brigham C Willis, Pamela Garcia-Filion

“…ObjectiveThis study aims to demonstrate a feasible and efficient method to capture electronic health record (EHR) data that measure the volume and variety of pediatric resident clinical experiences from a continuity clinic; generate individual-, class-, and graduate-level benchmark data; and create a visualization for learners to quickly identify gaps in clinical experiences. …”
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EGG QUALITY RESEARCH ON CONTAMINATION IN VARIOUS SEASONAL CONDITIONS by Artur GOLBAN, RitaGOLBAN

“…The scientific researches were performed using the following research methods: microscopic visualization, qualitative and quantitative analysis, induction, deduction, the graphics method, the chronological series method. …”
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