Big Earth data processing using machine learning for integrated mapping of the dead sea fault, Jordan by Polina Lemenkova

“…The research explores the correlation between several thematic datasets, including machine learning and multidisciplinary geospatial data. GIS mapping is widely used in geological mapping as the most adequate technical tool for data visualization and analysis. …”
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In patients’ words: natural language processing of reports from patients experiencing orofacial pain and dysfunction by Dominik A. Ettlin, Markus Wolf, Nikola Biller-Andorno, Gerold Schneider

“…Results From the aggregated text corpus of 111,923 words, unsupervised topic modeling identified 10 meaningful topics by clustering words related to prevalent complaints, constraints, and co-morbidities like tinnitus and insomnia, highlighting patients’ hopes for understanding causes and receiving a clear diagnosis. Conceptual maps of the 200 most frequent words or expressions revealed occupational limitations as significant constraints and highlighted the patients’ need for understanding causes and diagnoses. …”
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Mapping, typological characterization, and geomorphometric analysis of the gullies of the Tupanciretã Formation by Henrique Roberto Schmitt, Clódis de Oliveira Andrades Filho

“…Specific methodologies were used to map and record 351 gullies in a 1,147,750 ha area. …”
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Informative Path Planning Using Physics-Informed Gaussian Processes for Aerial Mapping of 5G Networks by Jonas F. Gruner, Jan Graßhoff, Carlos Castelar Wembers, Kilian Schweppe, Georg Schildbach, Philipp Rostalski

“…As a central element of the GP prediction, a quantitative evaluation of different mean functions is conducted. The most promising candidates are then integrated into an informative path-planning algorithm tasked with performing an efficient UAV-based cellular network mapping. …”
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From Underestimated to The Most Respected: The Transformation Steps by Andriyuda Siahaan, Kusuma Ratnawati, Christin Susilowati

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Filling in socio‐ecological knowledge gaps to support marine spatial planning in data‐scarce areas: Example from Zanzibar by Elina A. Virtanen, Niina Käyhkö, Zakaria Khamis, Muhammad Juma Muhammad, Hashim Muumin, Mohammed Habib, Ville Karvinen, Juho Lappalainen, Meri Koskelainen, Niko Kulha, Markku Viitasalo

“…Abstract Marine spatial planning (MSP) is one of the most important tools for ensuring sustainable use of marine areas. …”
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Mapping and Assessing Effective Participatory Planning Processes for Urban Green Spaces in Aotearoa New Zealand’s Diverse Communities by Yiwen Cui, Morten Gjerde, Bruno Marques

“…Drawing from the importance of community participation in reshaping public open spaces, this research addressed the gap in understanding which participatory planning processes are most effective across diverse cultural groups. …”
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Stimulus-response mappings shape inhibition processes: a combined EEG-fMRI study of contextual stopping. by Christina F Lavallee, Christoph S Herrmann, Riklef Weerda, René J Huster

“…Overall, response inhibition, that is comparing successful stopping to a stop-signal against go-signal related processes, was associated with increased activity in right inferior and left midfrontal regions, as well as increased EEG delta and theta power; however, stimulus-response conditions in which the most infrequent stop-signal was relevant for inhibition, were associated with decreased activity in regions typically involved in response inhibition, as well as decreased activity in the delta and theta bands as compared to conditions wherein the relevant stop-signal frequency was higher. …”
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Assessing Geometric and Radiometric Accuracy of DJI P4 MS Imagery Processed with Agisoft Metashape for Shrubland Mapping by Tiago van der Worp da Silva, Luísa Gomes Pereira, Bruna R. F. Oliveira

“…The method producing the most accurate reflectance values was then chosen to create the final reflectance and Normalised Difference Vegetation Index (NDVI) maps. …”
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A high-entropy image encryption scheme using optimized chaotic maps with Josephus permutation strategy by Nawal El Ghouate, Mohamed Amine Tahiri, Ahmed Bencherqui, Hanaa Mansouri, Ahmed El Maloufy, Hicham Karmouni, Mhamed Sayyouri, Sameh Askar, Mohamed Abouhawwash

“…This algorithm uses Kepler Chaotic Optimisation Algorithm (CKOA) to select the most suitable chaotic maps, guaranteeing optimal diffusion and complex pixel confusion. …”
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A New Detailed Global Map of Lunar Light Plains by Barbara Giuri, Carolyn H. van der Bogert, Harald Hiesinger, Nico Schmedemann

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Universal algorithm of processing of requests with use of parallel technology by Timofeeva N.E., Dmitrieva K.A.

“…Processing and storage of a large amount of information is one of the difficult and interesting tasks at the moment. …”
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Simultaneous Localization and Mapping (SLAM) for Room Exploration Using Ultrawideband Millimeterwave FMCW Radar by Tobias Korner, Aman Batra, Thomas Kaiser, Nils Pohl, Christian Schulz, Ilona Rolfes, Jan Barowski

“…To allow imaging whilst moving, self-localization techniques based on sub-aperture processing are evaluated. Therefore, we demonstrate a detailed mapping procedure for room exploration applications by exploiting large absolute bandwidths of more than 20 GHz with high resolution imaging techniques on a mobile robot platform.…”
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Pathfinder studies: a novel tool for process mapping data-driven health research to build global research capacity by Aashna Uppal, Frank Kagoro, Luciana Monteiro-Krebs, Flavia Thedim Costa Bueno, Larissa Pruner Marques, Sofonias Kifle Tessema, John Amuasi, Matthew Retford, Bonny Baker, Mercedes Rumi, Aliya Naheed, Elvis Temfack, Cristiani Vieira Machado, Agklinta Kiosia, Paul Kingpriest, Trudie Lang

“…The new approach, called “Pathfinder”, is a process-mapping tool wherein teams document key steps of their research projects flow to produce quality data and subsequent studies. …”
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Toward Better Mapping between Regulations and Operations of Enterprises Using Vocabularies and Semantic Similarity by Sagar Sunkle, Deepali Kholkar, Vinay Kulkarni

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An algorithm for variational inclusion problems including quasi-nonexpansive mappings with applications in osteoporosis prediction by Raweerote Suparatulatorn, Wongthawat Liawrungrueang, Thanasak Mouktonglang, Watcharaporn Cholamjiak

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Learning on Bandwidth Constrained Multi-Source Data With MIMO-Inspired DPP MAP Inference by Xiwen Chen, Huayu Li, Rahul Amin, Abolfazl Razi

“…Determinantal Point Process (DPP) is a powerful technique to enhance data diversity by promoting the repulsion of similar elements in the selected samples. …”
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Competition mechanism of dynamic recrystallization and recovery and microstructure evolution of TC4 alloy during warm deformation by Hao Su, Tiexin Liu, Jie Kang, Lei Li, Ru Su, Bo Lv, Chunlei Zheng, Fucheng Zhang

“…At 800 °C, acicular structures partition and refine the β-phase, inhibit grain coarsening, promote DRX, and thereby enhance processability. The dynamically constructed processing maps based on strain accumulation effects reveal an optimal processing window at 775–800 °C, 0.1–0.22 s−1, where the power dissipation efficiency (η) exceeds 0.18, effectively avoiding ASBs and microcracks. …”
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Identifying the priority infection prevention and control gaps contributing to neonatal healthcare-associated infections in low- and middle-income countries: results from a modifie... by Daiva Yee, Hanako Osuka, Jamine Weiss, Jane Kriengkauykiat, Amy Kolwaite, Julia Johnson, Joost Hopman, Susan Coffin, Pavani Ram, Florina Serbanescu, Benjamin Park

“…However, little is known about the gaps in LMIC that contribute most to HAI. # Methods A literature review was conducted to identify the leading IPC gaps contributing to neonatal HAIs in intensive care units and specialty care wards in LMIC. …”
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Flood susceptibility mapping using integrated geospatial and analytical hierarchy process analysis in highly expansive Debre Markos Town, Amhara Region, Ethiopia by Arega Mulu, Samuel Berihun Kassa, Mindesilew Lakew, Taye Minichil Meshesha

“…Slope and elevation were identified as the most significant contributors, with respective weights of 0.56 and 0.26. …”
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