Multifaceted Natural Language Processing Task–Based Evaluation of Bidirectional Encoder Representations From Transformers Models for Bilingual (Korean and English) Clinical Notes:... by Kyungmo Kim, Seongkeun Park, Jeongwon Min, Sumin Park, Ju Yeon Kim, Jinsu Eun, Kyuha Jung, Yoobin Elyson Park, Esther Kim, Eun Young Lee, Joonhwan Lee, Jinwook Choi

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Weed detection based on deep learning from UAV imagery: A review by Lucía Sandoval-Pillajo, Iván García-Santillán, Marco Pusdá-Chulde, Adriana Giret

“…Likewise, the rapid development of deep learning architectures has driven CNN models such as ResNet for classification, YOLO for detection, U-Net for semantic segmentation, and Mask R-CNN for weed instance segmentation, with a tendency towards new Transformer-based and hybrid architectures. The most common metrics used to evaluate these models include precision, recall, F1-Score, and mAP.…”
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Integrating GIS, 3D-Isovist, and an NSGA-II multi-objective optimization algorithm for automation of design process in urban parks and public open spaces by Karim Zandniapour, Akram Soroush, Ehsan Khezerlu Agdam, Haniyeh Sanaieian

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Wetland dynamics in northern Australia’s tropical savanna (1987–2024): a multi-index Google Earth Engine approach for long-term monitoring by Kaline de Mello, Edimilson Rodrigues dos Santos Junior, Erica A. Garcia, Anna E. Richards, Peter Scott Waugh, Jessica Huxley, Simon Linke

“…This study developed a wetland mapping framework tailored to the Australian tropical savanna, mapping change to wetlands in the Adelaide River Catchment from 1987 to 2024. …”
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Research trends in digital marketing and data-driven marketing: A bibliometric analysis by Tuğçe Acar Kara, Ferhat Orman

“…We have identified journals with most publications on digital marketing (Sustainability) and data-driven marketing (Journal of Business Research); established the countries publishing most studies on DM (USA) and DDM (China); and revealed the most frequently used keywords in DM (‘impact’) and DDM (‘management’). …”
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Near Real-Time Flood Monitoring Using Multi-Sensor Optical Imagery and Machine Learning by GEE: An Automatic Feature-Based Multi-Class Classification Approach by Hadi Farhadi, Hamid Ebadi, Abbas Kiani, Ali Asgary

“…Among the most widely used are machine learning algorithms and spectral indices, though these methods often face challenges, particularly in threshold selection for spectral indices and the sampling process for supervised classification. …”
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Geographical Information System-Based Site Selection in North Kordofan, Sudan, Using In Situ Rainwater Harvesting Techniques by Ibrahim Ahmed, Elena Bresci, Khaled D. Alotaibi, Abdelmalik M. Abdelmalik, Eljaily M. Ahmed, Majed-Burki R. Almutairi

“…Weights were assigned to the criteria based on their relative importance for RWH using the analytical hierarchy process (AHP). Using QGIS 2.6.1 and ArcGIS 10.2.2 software, all criterion maps and suitability maps were prepared. …”
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A geographic information system and analytic hierarchy process drought risk analysis approach in arid south-western Zimbabwe: Prospects for informed resilience building by Oshneck Mupepi, Mark Makomborero Matsa, John Hove

“…Climate change is increasing the vulnerability of communities to drought, with rural communities in developing countries being affected the most. The study assessed drought vulnerability in south western Zimbabwe based on the Analytic Hierarchy Process (AHP) supported by Geographic Information System (GIS) and remote sensing techniques. …”
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Site Suitability Analysis for Future Urban Development Using Analytic Hierarchy Process (AHP) Model: A Case Study in Hisar City, Haryana (India) by Sharma Manju, Kumar Vipin

“…This study focuses on site suitability analysis for urban development in Hisar City, India, using the analytical hierarchy process (AHP) model. It aims to identify the most suitable sites for future urban development based on various criteria, such as land use/land cover parameters, proximity to road networks, soil salinity, and the depth and quality of ground water. …”
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A Novel Chaotic System Generator Architecture Based on Optimization Algorithm by T. Cigal, E. Tanyildizi

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Estimate the efficiency of the concept virtual water and geospatial techniques in determining the water consumption bill for irrigated agriculture in the Azraq basin by Rasha AbuRukaba

“…The study aims to use Geospatial Techniques to estimate water consumption in the irrigated agriculture of Azraq Basin in Water year 2016-2017 Through concept virtual water, based on Satellite data from the Landsat 8 satellite Image for August, 2017 and climate data, through the use of the necessary cartographic standards to correct Satellite data, process it and analyze it to produce Digital maps to express the true reality of irrigated agriculture in Azraq Basin in terms of its spatial distribution, types and areas. …”
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Citizens’ exposure to predominant noise sources in agglomerations by Bolognese Matteo, Fredianelli Luca, Stasi Gianmarco, Ascari Elena, Crifaci Giulia, Licitra Gaetano

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Improving the perception of urban space for women by emphasizing the use of new technologies from the perspective of future studies by Fatemeh Khodadadi Aghghaleh, Mohammadreza Akbarian

“…Due to new technologies, urban spaces have taken on a different process of understanding and experience. The perception of space is the first step in establishing a person's relationship with the environment, and this recognition causes the formation of a mental image and, as a result, the creation of a cognitive map of the space. …”
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The Landscape Catalytic Effect of Urban Waterfronts—A Case Study of the Huangpu River in Shanghai by Yuting Yin, Dongbo Ma, Xiran Xu

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Soil quality assessment of a Semi-arid region using fuzzy logic and analytic hierarchy process technique: case study of Semnan Province's Telobin by Azar Fariabi, Hamidreza Matinfar

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Collecting perspectives on project prioritisation process in the EU co-funded multinational partnership for the assessment of risks from chemicals (PARC) through focus group discus... by Katya Manuella Permana, Maria Tannous, Hanna Mouaziz, Pascal Sanders, Nathalie Bonvallot, Christophe Rousselle

“…It consists of nine work packages (WP) involving more than 200 participating organisations from 29 countries. PARC is currently mapping the most relevant needs in the field of European chemical RA to steer PARC’s future activities in the coming years. …”
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Overview of migraine care, impact of the disease, and patient experience in France through patient voices: a cross-sectional and participatory survey study by Anne Duburcq, Manon Molins, Sabine Debremaeker, Julie Joie, Luna Lopes, Camille Nevoret, Olivia Begasse de Dhaem

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Cutting-edge approaches to specific energy prediction in TBM disc cutters: Integrating COSSA-RF model with three interpretative techniques by Jian Zhou, Zijian Liu, Chuanqi Li, Kun Du, Haiqing Yang

“…In particular, the Chebyshev map-SSA-RF (CHSSA-RF) model achieves the most satisfactory prediction accuracy among all models, resulting in the highest coefficient of determination R2 and dynamic variance-weighted global performance indicator values (0.9756 and 0.0814) and the lowest values of root mean square error (RMSE), mean absolute error (MAE), and mean absolute percentage error (MAPE) (6.4742, 4.0003, and 20.41%). …”
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Depression Detection in Social Media: A Comprehensive Review of Machine Learning and Deep Learning Techniques by Waleed Bin Tahir, Shah Khalid, Sulaiman Almutairi, Mohammed Abohashrh, Sufyan Ali Memon, Jawad Khan

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I’m Co-development of a Post-Acute Care Intervention for Frailty using Information and Communication technology (PACIFIC): a development process protocol by Jean-Eric Tarride, Justin Lee, Andrew P Costa, Elizabeth Alvarez, Cynthia Lokker, Maura Marcucci, Louise Lafortune, Jacob Crawshaw, Parminder Raina, Laura N Anderson, Jinhui Ma, Darryl Leong, Lauren E Griffith, Luciana Macedo, Alexandra Papaioannou, Jackie Bosch, Ayse Kuspinar, Rebecca Ganann, Henry Yu-Hin Siu, Kathryn Fisher, Marla Beauchamp, Steven R Bray, Anthea Innes, Carol Bassim, Jasdeep Dhillon, Constance Dupuis, Milena Head, Karen Mosleh, Rachel Roy

“…Introduction Hospitalisation is one of the most stressful life events for older adults, particularly for those who are pre-frail or frail. …”
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