Adaptive Reuse in Industrial Heritage: A Bibliometric Review (2004-2024) by Ayşegül Çeltekligil, Feride Pınar Arabacıoğlu

“…English-language articles indexed in the Web of Science database were examined using the PRISMA protocol. The data obtained from the literature review were visualised through bibliometric mapping using VOSviewer software. …”
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GAUDI: interpretable multi-omics integration with UMAP embeddings and density-based clustering by Pol Castellano-Escuder, Derek K. Zachman, Kevin Han, Matthey D. Hirschey

“…Abstract Integrating high-dimensional cellular multi-omics data is crucial for understanding various layers of biological control. …”
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COMPARISON OF APARCH-TYPE MODELS: DOES THE CONTINUOUS AND JUMP COMPONENTS OF REALIZED VOLATILITY IMPROVE THE FITTING? by Didit B. Nugroho, Nur I. M. Urosidin, Hanna A. Parhusip

“…Based on the results of the Akaike Information Criterion for model fitting to data, this study found that APARCH-CJ(1,1) is inferior to APARCH(1,1).…”
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Single-cell RNA-Seq Clustering Based on Dual Autoencoder with Variational Bayes by JIA Jihua, XU Yaokui, WANG Minghui

“…First, through the encoding and decoding process in adversarial autoencoder network, the scRNA-seq data is reconstructed. Then, the autoencoder network is used to reduce the dimensionality of the data, so as to obtain low-dimensional and effective scRNA-seq data. …”
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The Geographical Distribution of Global Biobanks by Farzad Parvizpour, Sarvenaz Salahi, Mohammad Amin Mahmanzar, Karim Rahimian, Neda Esfandiari, Zahra Fatahi, Niousha Khoshdast, Reyhaneh Yarmohammadi, Mohamad Amir Amirkhani, Arefeh Jafarian

“…The data were organized, cleaned to remove duplicates, and analyzed usingMATLAB to visualize geographical distribution and prevalence patterns. …”
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Substation Modelling and Network Security Monitoring Based on Scene Replication Technology by Xiaohu WANG, Guangxin Guo, Jiahan DONG, Lei WANG, Can CAO

“…For power equipment objects, the local geometric dominant subspace of point cloud data is extracted to realize fast data processing, improve the data quality and estimate the point cloud normal vector. …”
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Focuses of students’ creativity in constructing quadratic functions through pattern generalization by Alexander Hendro Risit, Sudirman, I Made Sulandra

“…This qualitative case study, grounded in Silver's creativity framework, involved two creative 10th-grade students from a high school in Malang City. Data were gathered through tests and interviews and analyzed using data reduction, data presentation, and conclusion techniques. …”
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An Implementation of a Crime-Safety-Map Application Based on a Safety Index by Seong-Cho Hong, Svetlana Kim, Sun-Young Ihm

“…Therefore, this study focused on crime prevention through environmental design for developing a user-friendly, open to the public crime-safety-map application. Data from the Republic of Korean Open Government Data Portal’s nationwide safety and crime related data were used and the application was designed using Android Studio. …”
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Synthetic bone marrow images augment real samples in developing acute myeloid leukemia microscopy classification models by Jan-Niklas Eckardt, Ishan Srivastava, Zizhe Wang, Susann Winter, Tim Schmittmann, Sebastian Riechert, Miriam Eva Helena Gediga, Anas Shekh Sulaiman, Martin M. K. Schneider, Freya Schulze, Christian Thiede, Katja Sockel, Frank Kroschinsky, Christoph Röllig, Martin Bornhäuser, Karsten Wendt, Jan Moritz Middeke

“…Abstract High-quality image data is essential for training deep learning (DL) classifiers, yet data sharing is often limited by privacy concerns. …”
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Multi-Layered Security Framework Combining Steganography and DNA Coding by Bhavya Kallapu, Avinash Nanda Janardhan, Rama Moorthy Hejamadi, Krishnaraj Rao Nandikoor Shrinivas, Saritha, Raghunandan Kemmannu Ramesh, Lubna A. Gabralla

“…To evaluate its effectiveness, experiments were conducted using text messages, text files, and images, with security assessments based on PSNR, MSE, SNR, and encryption–decryption times for text data. Image security was analyzed through visual inspection, correlation, entropy, standard deviation, key space analysis, randomness, and differential analysis. …”
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Utilising the Benefit Risk Assessment of Vaccines (BRAVE) toolkit to evaluate the benefits and risks of Vaxzevria in the EU: a population-based study by Hector Gonzalez Dorta, MSc, Johan Verbeeck, PhD, Jonas Crevecoeur, PhD, Daniel R Morales, PhD, Neilshan Loedy, MSc, Catherine Cohet, PhD, Lander Willem, PhD, Geert Molenberghs, ProfPhD, Niel Hens, ProfPhD, Xavier Kurz, PhD, Chantal Quinten, PhD, Steven Abrams, PhD

“…Methods: In this population-based study, we used a model incorporating data from multiple EU sources such as The European Surveillance System and EudraVigilance, and estimated the benefits of COVID-19 vaccines by comparing the observed COVID-19 confirmed cases, hospitalisations, intensive care unit (ICU) admissions, and deaths across Europe to the expected numbers in the absence of Vaxzevria vaccination. …”
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GIS-based longitudinal analysis of female education and domestic violence in India by Sadiya, Iffat, Hasan, Iqra

“…A mixed-method approach was employed, incorporating both quantitative and qualitative data. District-level census data from 2001 and 2011 were analyzed, complemented by primary data from surveys conducted with 102 women. …”
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Study on the electrocatalytic CO2 reduction performance of covalent organic framework materials based on machine learning by Zhang Xiangying, Wang Sitan

“…In order to accurately predict the catalytic performance of covalent organic framework materials (COFs) for electrocatalytic carbon dioxide and analyze the influencing factors affecting the catalytic effect, this study collected COFs structure data and experimental data from 44 literatures, and used machine learning methods. …”
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Design and Implementation of Quadruped Robot Remote Monitoring Platform by ZHAO Zongju, WANG Xigui

“…The user can read and monitor the expected state information such as robot joint motor through the visual interface, save the key data on the real-time curve, and manage the saved data online. …”
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Comparison of Learning Outcomes and Student Activeness in the Use of Guided Inquiry Learning Model with Media e-Module, Learning Videos, and Textbooks by Dina Amalya Lapele

“…The data analysis technique used is data reduction, data presentation, and making conclusions. …”
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Design and Implementation of One Map Platform for Water Conservancy Spatial Planning by YANG Chuhua, XU Bing, CHEN Yubing, ZHANG Bo, JIANG Maoxi

“…,are better solved.This study utilizes Big data,3S,VR and other new generation information technology to construct a map platform for water conservancy spatial planning,develop function modules such as large data portal in time and space,auxiliary audit of planning results,management of planning results,display of planning aggregation,statistics and post-evaluation,and realize auxiliary audit,evaluation and visual expression of water conservancy planning data on one map.To realize the integrated management of water planning from the planning,implementation,post evaluation,life cycle,to provide the key technical means for the water conservancy spatial planning business objectives of “working basis from the diagram,working process to map synergy,work results to map”,and ultimately improve the level of refinement and intelligence of water conservancy planning and management.…”
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Image Retrieval Using Low Level and Local Features Contents: A Comprehensive Review by Jaya H. Dewan, Sudeep D. Thepade

“…Billions of multimedia data files are getting created and shared on the web, mainly social media websites. …”
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Beyond the Cover: An In-Depth Analysis of the Practicality of an English Textbook by the Indonesian Government Post Pandemic Covid-19 by Diyah Nur Hidayati, Eny Kusumawati

“…Document analysis and interviews were used to collect data. Miles' and Huberman's model was considered to be used in data analysis through data reduction, data display, and conclusion. …”
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A robust machine learning approach to predicting remission and stratifying risk in rheumatoid arthritis patients treated with bDMARDs by Fatemeh Salehi, Emmanuelle Salin, Benjamin Smarr, Sara Bayat, Arnd Kleyer, Georg Schett, Ruth Fritsch-Stork, Bjoern M. Eskofier

“…We generated calibration curves to assess and visualize the alignment between predicted probabilities and observed outcomes. …”
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The intelligent evaluation model of the English humanistic landscape in agricultural industrial parks by the SPEAKING model: From the perspective of fish-vegetable symbiosis in new... by Yiping He, Mingyue Gao, Luyao Wang

“…This study investigates multimodal translation tasks across text, image, and speech data. It addresses two primary challenges: (1) the absence of robust theoretical grounding in existing translation evaluation systems, which leads to partial and insufficiently contextualized assessments in agricultural industrial park translations; and (2) difficulties in maintaining consistency and readability across multimodal translation tasks, particularly in speech and visual modalities. …”
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