Variance components estimation for type traits in Slovenian Brown Swiss cattle by Marija ŠPEHAR, Miran ŠTEPEC, Klemen POTOČNIK

“…The replacement will lead to the same efficient but cheaper scoring system.…”
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MAMNet: Lightweight Multi-Attention Collaborative Network for Fine-Grained Cropland Extraction from Gaofen-2 Remote Sensing Imagery by Jiayong Wu, Xue Ding, Jinliang Wang, Jiya Pan

“…This framework integrates a lightweight encoder, a global–local Transformer decoder, and a bidirectional attention architecture to achieve efficient and accurate farmland information extraction. …”
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Comparative Analysis of Load Profile Forecasting: LSTM, SVR, and Ensemble Approaches for Singular and Cumulative Load Categories by Ahmad Fayyazbakhsh, Thomas Kienberger, Julia Vopava-Wrienz

“…In this paper, we applied the following three models for forecasting: Long Short-Term Memory (LSTM); Support Vector Regression (SVR); and the combined model, which is a blend of SVR, Gated Recurrent Units (GRU), and Linear Regression (LR) to forecast 24 h-ahead load profiles. …”
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Study of component features of essential oils of <i>Rosmarinus officinalis</i> and <i>Salvia sclarea</i> of Crimean origin by R. E. Ermachenkov, A. L. Markov, M. M. Agaev, E. V. Burtseva, I. I. Terninko

“…Chromatographic profiling is the most efficient way to authenticate essential oils, the key limitation of which is the number of chromatographic profiles developed. …”
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Psychosocial work characteristic profiles and health outcomes in registered nurses at different stages of their careers: a cross-sectional study by Katri Lönnqvist, Timo Sinervo, Anu-Marja Kaihlanen, Marko Elovainio

“…Promoting procedural and interactional justice, and participation safety in teams seems efficient in enhancing the health and well-being of registered nurses. …”
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Balancing Monitoring and Management in the Adaptive Management of an Invasive Species by Brielle K. Thompson, Julian D. Olden, Sarah J. Converse

“…ABSTRACT Efficient allocation of managers' limited resources is necessary to effectively control invasive species, but determining how to allocate effort between monitoring and management over space and time remains a challenge. …”
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Stability Diagrams of Bed Evolution for Vertically Averaged and Moment (VAM) Models by Mohamed Hassan Elgamal, Mohd Aamir Mumtaz

“…This study presents, for the first time, a detailed linear stability analysis (LSA) of bedform evolution under low-flow conditions using a one-dimensional vertically averaged and moment (1D-VAM) approach. …”
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Mass Extinction and the Disappearance of Unknown Mammal Species: Scenario and Perspectives of a Biodiversity Hotspot's Hotspot. by Antonio Rossano Mendes Pontes, Antonio Carlos Mariz Beltrão, Iran Campello Normande, Alexandre de Jesus Rodrigues Malta, Antonio Paulo da Silva Júnior, André Maurício Melo Santos

“…The persistence of these species in a forest patch is determined by their ability to adapt to a novel simplified diet, the efficient use of the surrounding matrix without being engulfed by the sink effect, and escaping hunting. …”
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Comparative analysis of correlation and causality inference in water quality problems with emphasis on TDS Karkheh River in Iran by Reza Shakeri, Hossein Amini, Farshid Fakheri, Man Yue Lam, Banafsheh Zahraie

“…This novel application of ML-based causal inference in water quality research provides a cost-effective and time-efficient alternative to traditional experimental methods. …”
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Accurate and lightweight oral cancer detection using SE-MobileViT on clinically validated image dataset by Md Firoz Kabir, Md Yousuf Ahmad, Roise Uddin, Martin Cordero, Shashi Kant

“…Subsequently, a MobileViT transformer encoder is employed, effectively capturing global contextual information through efficient multi-headed self-attention mechanisms. Experimental evaluations revealed that LightSE-MobileViT achieved superior diagnostic performance, attaining an accuracy of 98.39%, precision and recall values approaching 1.00 for both cancerous and non-cancerous categories, a macro F1-score of 0.98, and an ROC-AUC of 1.00. …”
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Optimizing Lavender (<i>Lavandula angustifolia</i> Mill.) Yield and Water Productivity with Deficit Irrigation in Semi-Arid Climates by Ali Kaan Yetik, Burak Şen

“…Rainfed conditions significantly reduced yields but maximized water productivity, highlighting the potential for efficient water use even under substantial water deficits. …”
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Influence of the rapid thermal treatment of the gate dielectric on the parameters of integrated circuits of time devices by V. A. Saladukha, V. A. Pilipenko, V. A. Gorushko

“…This means that the most efficient influence on the improvement of quality and reliability of the gate dielectric is ensured by its rapid thermal treatment when missing the silicon dioxide on the non-working side of the wafer. …”
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Microbial Succession Pattern and Spoilage Potential of Specific Spoilage Bacteria in Refrigerated Monopterus albus by LIAO E, YANG Bei, LI Han, CHEN Yu, ZHANG Ying, YANG Qian, CHEN Jiwang

“…This study provides a theoretical foundation for the development of efficient low-temperature preservation technologies for M. albus.…”
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Determinants of Extended Neonatal Intensive Care Unit Stay by Ridha Rahmah, Alfatah Rifky, Nadia Anisha, Nabila Khansa, Indra Sandinirwan

“…This study aimed to identify the significant predictors influencing the length of stay (LOS) in the NICU at Hermina Hospital, Sukabumi, with the potential to facilitate efficient resource optimization and improve the future of neonatal care. …”
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Self-Supervised Spatio-Temporal Representation Learning of Satellite Image Time Series by Iris Dumeur, Silvia Valero, Jordi Inglada

“…The obtained results demonstrate that representations of SITS given by the frozen U-BARN are more efficient for land cover and crop classification than those of a supervised-trained linear layer. …”
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Gross Tonnage-Based Statistical Modeling and Calculation of Shipping Emissions for the Bosphorus Strait by Kaan Ünlügençoğlu

“…Maritime transportation is responsible for most global trade and is generally considered more environmentally efficient compared to other modes of transport, particularly for long-distance trade. …”
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Parametric influences on flow, heat transfer, and nutrient transport in the knee joint cavity, a numerical approach by Nawal Odah Al-Atawi, Shahid Hasnain, Muhammad Saqib

“…An innovative feature of the model is the incorporation of a non-linear reaction term to address the balance between protein synthesis and degradation. …”
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Ratiometric fluorescence sensor for Cu2+ detection based on opposite responses of two fluorescence reagents to SBA-15 substrate by Maryam Nouri, Leila Hajiaghababaei, Alireza Badiei, Faezeh Khalilian, Ali Mazloomifar

“…Additionally, the developed method could be applied to the efficient quantification of Cu2+ in practical samples. …”
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Wide-Field High-Speed Scanning Acoustic/Photoacoustic Microscopy for Whole-Body Imaging of Small Animals by Joongho Ahn, Hyoseok Choi, Seongjun Lim, Jin Young Kim, Jeongwoo Park

“…These findings suggest that the SA/PAM system is a practical tool for biomedical research, allowing for efficient visualization of vascular networks and anatomical structures in various preclinical studies.…”
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Changes and representativeness of mountain glaciation parameters by V. G. Konovalov

“…The trustworthiness of changes of the weighed height parameters confirms consistency with the linear relationship adopted at the scale of the river basin between the dimensions of the glaciers and the average weighed heights of beginning, end and average altitude of individual glaciers. …”
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