Virtual reconstruction and restoration. Comparing methodologies, practices, and experiences by Ilaria Trizio, Emanuel Demetrescu, Daniele Ferdani

“…Especially in the architectural field, ICTs have made clear the interpretation’s process integrating data resulting by the field survey with those relating to the state of surface’s degradation, finally making them readable directly on the virtual models, thanks to accurate ontologies. …”
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Enhanced automated art curation using supervised modified CNN for art style classification by Weiwei Li

“…Despite its strong performance, the model faced limitations, including biases in training data and overlapping stylistic features. Future work aims to expand datasets, incorporate multimodal inputs, and improve interpretability using explainable AI techniques. …”
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Computational algorithm of high-intensity focused ultrasound beam of cancer tissue model for hyperthermia therapy by Kitsakorn Locharoenrat, Kittiphot Songkaitiwong

“…Like pressure profile, when focal depth closes to ultrasound source, thermal homogeneity around focus area is attained, whereas thermal uniformity around focus area becomes worse with increasing focal depth. Using data visualization arrangement, acquired temperature profile corresponding to obtained pressure profile is converted to attain image of 2D model of human breast carcinoma. …”
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Research on E-Commerce Inventory Sales Forecasting Model Based on ARIMA and LSTM Algorithm by Chenyang Wang, Junsheng Wang

“…This dual-model strategy, leveraging the complementary strengths of ARIMA for relatively stable monthly inventory series and LSTM for volatile daily sales patterns, provides a robust, data-driven basis for optimizing warehouse resource planning and product category allocation. …”
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Dependence modeling in general insurance using local Gaussian correlations and hidden Markov models by Afazali Zabibu, Gundersen Kristian, Kasozi Juma, Omala Saint Kizito, Støve Bård

“…When applied to Kenyan motor insurance claims (2008–2021) and Norwegian home insurance data (2012–2018), the proposed LGC-HMM approach captures regime-specific, nonlinear dependency patterns, revealing distinct stable and crisis periods through structural breaks in the dependency structure. …”
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Topic diagnostics of coronary pathology in coronary heart disease patients by contrast stress echocardiography with dipyridamole by S. T. Matskeplishvili, E. U. Asymbekova, E. A. Ayazyan, V. I. Ioshina, T. V. Kavtiashvili

“…The results of traditional S-EchoCG and CS-EchoCG with dipyridamole were compared with coronaroangiography (CAG) data. Results. Both methods of EchoCG visualization were highly informative for topic diagnostics of coronary atherosclerosis – 91%, comparing with CAG results. …”
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Addressing global challenges: How does the integration of rural industries in China enhance agricultural resilience? by Xiaoli Zhou, Mingyang Han

“…This study constructs provincial-level panel data for China spanning 2012-2022 and employs a multidimensional, visualization-based, and spatial research paradigm to comprehensively examine the impact effects and mechanisms through which rural industrial integration empowers agricultural resilience in China. …”
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Bridge Damage Identification Using Time-Varying Filtering-Based Empirical Mode Decomposition and Pre-Trained Convolutional Neural Networks by Shenghuan Zeng, Jian Cui, Ding Luo, Naiwei Lu

“…In addition, the principal component analysis visualization results demonstrate that TVFEMD significantly improves the clustering and separability of feature data, providing clearer class boundaries and reducing feature overlap.…”
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A hybrid fusion of wireless signals and RGB image for indoor positioning by Jichao Jiao, Fei Li, Weihua Tang, Zhongliang Deng, Jichang Cao

“…After being evaluated by experiments, our proposed method demonstrates that the combination of the visual and the wireless data significantly improves the positioning accuracy and robustness. …”
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Hexagonal Patterns in Diatom Silica Form via a Directional Two‐Step Process by Zipora Lansky, Diede deHaan, Yuval Piven, Katya Rechav, Assaf Gal

“…Here, a method is developed for in situ 3D visualization of silica development in the diatom Stephanopyxis turris, using electron microscopy slice‐and‐view techniques. …”
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Results of a study the efficiency of automobile climate systems in a hot climate by I. N. Yakunin, N. N. Yakunin, A. F. Fattakhova, S. M. Minatullaev

“…Upon completion of the survey of thermal fields, the data was processed using specialized software.Results. …”
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Bibliometric trends in SMEs financial literacy research from 2021 to 2024 by K. Devender, Kafila, Gurunadham Goli, M. Shravan

“…A comprehensive search of articles was conducted in 2024 to extract data. The search utilized the Scopus database and included inclusion and exclusion criteria. …”
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Traveler-Related Mobile Application for Infectious Disease Self-Monitoring by Farindira Vesti Rahmasari, Cahya Damarjati, Dita Ria Selvyana, Mallika Imwong, Andhika Sahadewa

“…Through bibliometric analysis and network visualization; the researchers summarized current developments in infectious disease for traveler’s research to shed light on their research frontier; trends; and hot themes. …”
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Corneal biomechanics: A bibliometric analysis by Onkar H. Pirdankar, Renu Thakur, Vaishal P. Kenia

“…To increase the search accuracy, we restricted our search strategy to the term – corneal biomechanics and was manually assessed by verifying the title, abstract, and keywords. For the visualization and analysis of the data, VOSviewer version 1.6.20 was used. …”
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Design and implementation of EventsKG for situational monitoring and security intelligence in India: An open-source intelligence gathering approach by Hashmy Hassan, Sudheep Elayidom, M.R. Irshad, Christophe Chesneau

“…Our approach contributes to rapid data availability and decision-making through a comprehensive understanding of events, including local events, from every part of India in just a few clicks. …”
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A Multi-Machine and Multi-Modal Drift Detection (M2D2) Framework for Semiconductor Manufacturing by Chin-Yi Lin, Tzu-Liang (Bill) Tseng, Tsung-Han Tsai

“…To surmount these challenges, we present M2D2 (Multi-Machine and Multi-Modal Drift Detection), an end-to-end framework that integrates data preprocessing, baseline modeling, short- and long-term drift detection, interpretability, and a drift-aware federated paradigm. …”
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Global, regional, and national burden of interstitial lung diseases and pulmonary sarcoidosis from 2000 to 2021: a systematic analysis of incidence, mortality, and disability-adjus... by Mi Zhou, Yazhe Zhou, Xin Yang, Kaizhuo Zhou, Xin Zhu

“…Temporal trends were evaluated using Joinpoint regression analysis, and the relationship between disease burden and the sociodemographic index (SDI) was explored by stratifying the data into five SDI categories. Age-standardized rates were calculated to adjust for differences in population structure, and data visualization was performed using R software.ResultsBetween 2000 and 2021, the global burden of ILDs and pulmonary sarcoidosis increased, as reflected by rising age-standardized incidence rates (ASIR), mortality rates (ASMR), and disability-adjusted life years rates (ASDR). …”
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Mapping in the Future: Advancing HD Maps Creation with Semi-Automated Feature Extraction by Y.-F. Chang, K.-W. Chiang, M.-L. Tsai, P.-L. Lee, C.-H. Chu, C.-Y. Hsieh, H.-R. Chen

“…One of the key innovations of this tool is a user-friendly graphical user interface (GUI), which enhances usability by facilitating data import, preprocessing customization, and feature visualization. …”
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Organ Donation Conversations on X and Development of the OrgReach Social Media Marketing Strategy: Social Network Analysis by Wasim Ahmed, Mariann Hardey, Josep Vidal-Alaball

“…NodeXL Pro was used to retrieve and analyze the data, and a network visualization was created by drawing upon the Clauset-Newman-Moore cluster algorithm and the Harel-Koren Fast Multiscale layout algorithm. …”
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Investigation into the monitoring and control of mechanical dynamics in inclined mining equipment utilizing digital twin technology by Panshi XIE, Hang YANG, Yongping WU, Baofa HUANG, Weidian LIN, Leilei YI

“…This system facilitates data visualization, robust human-machine interaction, and process self-optimization during mining operations. …”
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