Geographical profiling of wood samples via ATR-FTIR spectroscopy and machine learning algorithms: Application in wood forensics by Suraj Garg, Akanksha Sharma, Vishal Sharma

“…By systematically comparing various machine learning classifiers, we address the limitations of subjective visual interpretation and evaluate their accuracy using wood spectral data. …”
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The possible use of pilotless aircrafts for operative monitoring of soil productivity by I. Yu. Savin, Yu. I. Vernyuk, I. Faraslis

“…Being compared with satellite imagery, the data of pilotless aircrafts have a number of advantages in aerial surveying. …”
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The linguistic landscape of tourism sites in Arusha, Kilimanjaro, and Manyara by Gerald Kimambo, Paschal Mdukula

“…It collected 258 signs in seven tourist sites in these regions in the Northern Safari Circuit of Tanzania in February and March 2024 using a digital camera. It analysed the data grounded in Kress and van Leeuwen’s (2006) framework for analysing visual signs. …”
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Identifikasi Morfologi Tumbuhan Kantong Semar (Nepenthes Sp.) Sebagai Bahan Ajar Tumbuhan Tingkat Tinggi Di Kawasan Wisata Gunung Galunggung Kabupaten Tasikmalaya by Rinaldi Rizal Putra, Rita Fitriani

“…Morphological identification was carried out by visual observation of organs in Nepenthes such as root, stem, leaf, pitcher, flower, fruit and seed that are expected to give preliminary data that can provide information to determine the classification. …”
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Securing the IoT Landscape: A Comprehensive Review of Secure Systems in the Digital Era by Sri Ramya Siraparapu, S.M.A.K. Azad

“…The analysis reveals emerging trends in IoT security standards and identifies critical gaps in current regulations, offering a forward-looking perspective on ensuring the integrity and privacy across diverse domains. This paper visualizes the data through area and horizontal bar plots, providing clear insights in to the trends over the years.…”
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Tuberculosis Lesion Segmentation Improvement in X-Ray Images Using Contextual Background Label by Sahasat Khumang, Supaporn Kansomkeat, Wiwatana Tanomkiat, Sathit Intajag

“…The TB-lesion segmentation models demonstrated improvements in terms of reduced false positives and better visualizations of the shape and location of TB lesions than the visualized approximation from the classification methods. …”
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Silicone Oil Removal With or Without Air–Fluid Exchange: A Retrospective Comparative Study by Xin Liu, Meng-Meng Ji, Ling Jin, Ai-Ping Zeng

“…The medical records of the patients who completed the questionnaire were also reviewed retrospectively for clinical data including best corrected visual acuity, postoperative detachment rate, and intraocular pressure, etc. …”
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KEDM: Knowledge-Embedded Diffusion Model for Infrared Image Destriping by Lingxiao Li, Xin Wang, Dan Huang, Yunan He, Zhuqiang Zhong, Qingling Xia

“…This approach effectively integrates the spatial distribution characteristics of stripe noise with an innovative, data-driven diffusion network model, creating a hybrid knowledge and data-driven framework for stripe correction. …”
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Development of Learning Management System with Gamification Approach for Project-Based Learning by Rengga Prakoso Nugroho, Yerry Soepriyanto, Agus Wedi

“… This study focuses on the development of the Learning Management System for Innovation in Graphic and Visual Media with a gamification approach in the context of teaching the Graphic and Visual Media Innovation course. …”
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An AI-mediated framework for recursive learning: transforming individual experiences into organizational knowledge and autonomous engagement in elderly care by Naoki Mitsugi, Naoki Mitsugi, Koki Ijuin, Chiaki Oshiyama, Eri Hara, Takuichi Nishimura

“…The AI organizes and visualizes the data to promote structured reflection and behavioral improvement.ResultsThe visualized data serve as a basis for personalized guidance provided by managers and senior staff, tailored to each employee's personality and situation. …”
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Language of Signs: A Multimodal Analysis of Celebrity-Endorsed Advertisements on Nigeria’s Social Media by Olayiwola Mofoluwalope ADEDOJA, Praise Anuoluwapo TOYINBO, Morenike Busayo OYINLADE

“…The theory adopted for the study is Scollon and Scollon’s Geosemiotics of multimodality that considers all available modes of communication. The data was analysed by categorizing emerging patterns in the data and discussing them based on the tenets of multimodal discourse and geosemiotics. …”
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Creating a retinal image database to develop an automated screening tool for diabetic retinopathy in India by Ramachandran Rajalakshmi, Thyparambil Aravindakshan PramodKumar, Ashis Kumar Dhara, Geetha Kumar, Naziya Gulnaaz, Shramana Dey, Sourav Basak, B Uma Shankar, Raka Goswami, Raja Mohammed, Suchetha Manikandan, Sushmita Mitra, Harsimran Thethi, Saravanan Jebarani, Sinnakaruppan Mathavan, Tamilselvi Sarveswaran, Ranjit Mohan Anjana, Viswanathan Mohan, Sambuddha Ghosh, Tushar Kanti Bera, Rajiv Raman

“…The AI tools primarily utilize deep learning (DL) techniques and are tailored to analyse extensive medical image data and provide diagnostic outputs, essentially streamline the DR screening process. …”
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Critical communication of disaster preparedness areas for informational strategies in disaster management in Indonesia by Andjar Prasetyo, Setyo Sumarno, Achmadi Jayaputra, Mujiyadi Benedictus, Ruaida Murni, Togiaratua Nainggolan, Dian Purwasantana, Mohamad Miftah, Wahab, Mulyani Mudis Taruna, A.M. Wibowo

“…The qualitative approach was expressed with qualitative software by describing secondary data located in the Pangandaran Regency. This study bridged data limitations, important analyses, and the context of regional differences in Indonesia. …”
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Pathway to care, treatment and disease burden of pulmonary arterial hypertension: a real-world survey of physicians and patients in Latin America by Mauricio Orozco-Levi, Rogerio Souza, Ignacio M Bluro, Julia Harley, Jose Luis Hernández Oropeza, Adrian Lescano, Gisela Meyer, Tatiana Pineda, Alicia Ramirez, Mark Small, Angelo Valencia, Tomás Pulido

“…Objectives To investigate clinical characteristics, symptom profile, testing practices, treatment patterns and quality of life (QoL) among patients with pulmonary arterial hypertension (PAH) in Latin America.Design Data from the Adelphi Real World PAH Disease Specific Programme, a cross-sectional survey with retrospective data collection.Setting University/teaching hospital, regional centres, private practices and government institutions in Argentina, Brazil, Colombia and Mexico.Participants 246 physicians provided data for 958 patients, of which 533 patients also self-reported data.Results Mean (SD) patient age was 53.7 (17) years, 70% of patients were female and 79% were WHO functional class (WHO FC) I–II. …”
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CornSoyWater, a web application for irrigation decision support on corn and soybean by Chengchou Han, Haishun Yang, Dharmic Payyala, Tiyuan Xia, Jiani Liu, Yongfu Zhang, Lixin Yin, Zhen Ren, Ye Chen, Yuan Su, Liling Mo, Yuyu Zhang, Yu Zhong, Xiaoxu Bi, Jianbin Li, Yong Chen

“…Irrigation is crucial for agricultural production. With the rise in data availability related to agriculture, we developed an irrigation decision support application, CornSoyWater (http://cornsoywater.unl.edu). …”
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Klasifikasi asal geografis kopi bubuk liberika tungkal Jambi dan Probolinggo menggunakan near-infrared spectroscopy (NIRS) dan principal component analysis (PCA) by Ikhsan Nurdziky, Anggoro Cahyo Sukartiko, Nafis Khuriyati

“…A total of 12 samples were tested using Near-Infrared Spectroscopy (NIRS). Spectrum data were analyzed using Principal Component Analysis (PCA) with various preprocessing spectral data, including Multiplicative Scatter Correction (MSC), Baseline, and Detrending. …”
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Affect, Architecture and Water: Bibliometric Analysis of the Literature by Damla Katuk, Emine Köseoğlu

“…After collecting the bibliometric data of a total of 1557 documents according to three different combinations from the database on November 21, 2022, the downloaded data files were transferred to the VOSviewer (1.6.18.0) software. …”
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Shifting paradigms in translanguaging: A scientometric analysis of research trends and trajectories by Lalu Nurul Yaqin, James Mclellan, Najib Noorashid

“…The data was analyzed and visualized using the Bibliometrix R package and VOSviewer. …”
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Nature Through Young Eyes: Exploring Children’s Understanding of Nature in Urban Landscapes in Beijing, China by Jianjiao Liu, Raymond James Green

“…Some of these children (<i>N</i> = 54) were involved in a follow-up photo Q-sort task aimed at investigating their perceptions of nature in the city, which required them to sort 33 stimuli photographs in piles according to their perceived “naturalness”. The interview data were content analyzed, while the photo-sorting data were subjected to various statistical analyses, including Multidimensional Scaling (MDS). …”
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Quantifying blistering on Vajrasana pagoda using complementary in-situ non-destructive techniques by Yao Zhang, Bo Li, Ziyi Cai, Hong Guo, Xiang He

“…The laser scans, acquired at 0.204 mm point spacing, yielded detailed morphology and enabled direct calculation of blistering area, volume, and deformation height. Fusing the thermal data with the 3D mesh produced a thermographic model that visualizes both heat anomalies and surface protrusions. …”
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