SAITI-DCGAN: Self-Attention Based Deep Convolutional Generative Adversarial Networks for Data Augmentation of Infrared Thermal Images by Zhichao Wu, Changyun Wei, Yu Xia, Ze Ji

“…In this paper, we propose a novel deep convolutional generative adversarial network with self-attention mechanism for the data augmentation of infrared thermal images for the application of aluminum foil sealing. …”
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Improving agricultural management zoning involving Sentinel-2 timeseries, crop’s phenology stages and proximal soil sensing data by Larissa Torney, Cornelia Weltzien, Martin Herold, Sebastian Vogel, Sebastian Voß

“…Our hypothesis that the clustering based on soil and phenology separated vegetation data would improve the management zones was refuted. …”
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visPIG--a web tool for producing multi-region, multi-track, multi-scale plots of genetic data. by Matthew Scales, Roland Jäger, Gabriele Migliorini, Richard S Houlston, Marc Y R Henrion

“…The visPIG web application is a menu-based interface that allows users to upload custom data tracks and set track-specific parameters. …”
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VivaxGEN: An open access platform for comparative analysis of short tandem repeat genotyping data in Plasmodium vivax populations. by Hidayat Trimarsanto, Ernest D Benavente, Rintis Noviyanti, Retno Ayu Setya Utami, Leily Trianty, Zuleima Pava, Sisay Getachew, Jung-Yeon Kim, Youn-Kyoung Goo, Sonam Wangchuck, Yaobao Liu, Qi Gao, Simone Dowd, Qin Cheng, Taane G Clark, Ric N Price, Sarah Auburn

“…To date, data from 10 countries, including 5 publicly available data sets have been shared with VivaxGEN.…”
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Intelligent Computerized Video Analysis for Automated Data Extraction in Wave Structure Interaction; A Wave Basin Case Study by Samuel Hugh Wolrige, Damon Howe, Hamed Majidiyan

“…The objective is to integrate CVA into laboratory data acquisition systems, enhancing the accuracy and robustness of wave interaction measurements. …”
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Dynamics of Irrigated Land Expansion in the Ouémé River Basin Using Field and Remote Sensing Data in the Google Earth Engine by David Houéwanou Ahoton, Taofic Bacharou, Aymar Yaovi Bossa, Luc Ollivier Sintondji, Benjamin Bonkoungou, Voltaire Midakpo Alofa

“…This research aims to assess the spatiotemporal extent of irrigated land in the Ouémé River basin using Landsat multi-temporal images and ground truth data. A methodology was built around the use of supervised classification and the application of an algorithm based on the logical expression and thresholding of a combination of surface temperature (Ts) and normalized difference vegetation index (NDVI). …”
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A method to quantify jump dispersal of invasive species from occurrence data: the case of the spotted lanternfly, Lycorma delicatula by Nadège Belouard, Sebastiano De Bona, Matthew R. Helmus, Isabella G. Smith, Jocelyn E. Behm

“…However, quantitative methods for differentiating these two mechanisms in spatial occurrence data are lacking. We present jumpID, an R package using directional analysis of occurrence data to distinguish between jump dispersal and diffusive spread in biological invasions. …”
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GEOLOGICAL FEATURES IDENTIFIED FROM FIELD OBSERVATIONS AND REMOTE SENSING DATA ON THE UM TAGHIR AREA, EASTERN DESERT, EGYPT by H. A. Awad, I. A. El-Leil, M. Kamel, A. Tolba, A. V. Nastavkin, R. M. El-Wardany

“…The Sentinel-2A remote sensing and ASTER DEM data have meaningful application in respect of geological interpretation. …”
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Assessment of dangerous hydrological events probability for navigation on the Lower Volga and Don based on water levels and ice phenomena data by Mikhail V. Georgievsky, Natalia I. Goroshkova, Anna O. Eremeeva, Gennady L. Gladkov, Anastasia V. Strizhenok, Daria A. Semenova

“…The article outlines the basic principles of a dangerous hydrological events probability assessment methodology for navigation on inland waterways based on water levels and ice events data. The proposed method is easy to use and has good prospects for further application.…”

Situational analysis of the quality of maternal, child, and adolescent health data in the health districts of Thiès, Mbour, Kédougou, and Saraya in Senegal by Fatoumata Binetou Diongue, Adama Faye, Cheikh Loucoubar, Ndèye Marème Sougou, Ibrahima Sy, Adama Tall, Youssoupha Ndiaye, Samba Cor Sarr

“…Many factors influence the SMEA data quality situation, including knowledge or application of RHIS policies, standards, and protocols, perception of the importance of RHIS, ease of use of data collection tools, training of providers, and diversity of data production sources.…”
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Forest fire detection based on temporal and spatial correction of background brightness temperature using GF-4 PMI data by P. Cheng, H. Sui, J. Wang, L. Hua, J. Liu, Q. Zhou, Y. Zeng

“…To maximize the application potential of GF-4 data in forest fire monitoring and improve the accuracy of fire detection, this study proposes a novel fire detection method based on spatiotemporal correction of background brightness temperature, tailored to the characteristics of GF-4 PMI data and incorporating a contextual fire detection approach within the infrared spectrum. …”
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Monitoring Area Coverage Based on Improved Virtual Force and Multimedia Nodes Movement Data in Mobile Wireless Sensor Networks by Qiangyi Li, Ningzhong Liu

“…High-quality network coverage can quickly and accurately collect the data in the monitoring area and complete the task of target monitoring in wireless sensor networks. …”
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Determination of χ from liquid-liquid phase data in ternary polymer systems (solvent/polymer/polymer) with hydrogen bonding

“…Experimental ternary phase diagrams determined by liquid chromatography were taken from literature. The application of the two models to the experimental data have served to obtain χij and gij interaction parameters for all the binary ij (ij = 12, 13, 23) interactions established between the three components of the system, with simplified mathematical procedures. …”
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GOJEK DATA ANALYSIS THROUGH TEXT MINING USING SUPPORT VECTOR MACHINE (SVM) AND K-NEAREST NEIGHBOR (KNN) by Siti Hadijah Hasanah, Muhamad Riyan Maulana, Dian Nurdiana

“…Data is taken from Gojek application user reviews throughout the year 2022 with a total of 1148 sentiment data with a percentage of 80% training data and 20% testing data. …”
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Decision model for determining the ownership structure of chemical park units, Integration of decision-making techniques and data envelopment analysis by Darush Mohamadi Zanjirani

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Clinical Relevance of HLA Antibodies in Kidney Transplantation: Recent Data from the Heidelberg Transplant Center and the Collaborative Transplant Study by Caner Süsal, Alexander Fichtner, Burkhard Tönshoff, Arianeb Mehrabi, Martin Zeier, Christian Morath

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Effects of the COVID-19 pandemic: new approaches for accelerated delivery of gene to first-in-human CMC data for recombinant proteins by Hervé Broly, Jonathan Souquet, Alain Beck

“…Prioritization of established manufacturing and analytical platforms, implementation of advanced analytical methods, consideration of new approaches for adventitious agent testing and viral clearance studies, and establishing stability claim with less real-time data are additional components that enable an accelerated successful gene to clinical-grade material development strategy.…”
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A scoping review and bibliometric analysis (ScoRBA) of machine learning in genetic data analysis: unveiling the transformative potential by Zakaria et al.

“…This study uses scoping review and bibliometric analysis; ScoRBA, to comprehensively highlight the recurrent themes linked to machine learning (ML) applications in genetic data analytics. Using relevant documents and the VOSviewer software, co-occurrence keywords analysis was performed. …”

Express Analysis of the Structural and Electronic Properties of Nanomaterials Using Big Data, Large Language Models and Generative Artificial Intelligence by N. A. Shymanski, A. V. Baglov, Kh. B. Musaev, O. N. Ruzimuradov, L. S. Khoroshko

“…The conceptual solution in the form of a cross-platform software application with an advanced search generation capability for applying this approach to working with scientific data arrays is described. …”
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Multiplexed Internet of Things Data Transmission and Visualization Utilizing Wireless LAN Authentication and Privacy Infrastructure Protocol in Smart Factories by Peng Zhang, Yanhong Yang, Yili Zheng, Yizhen Sun

“…First, we introduce the technical characteristics of the WAPI protocol and analyze network access solutions relevant to smart factories, along with their application requirements in power networks. Addressing gaps in the existing literature, we present a comprehensive solution that encompasses network deployment, device management, device testing, and data transmission, highlighting its completeness and effectiveness in real-world applications. …”
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