Comparative Analysis of Supervised Classification Algorithms for Residential Water End Uses by Zahra Heydari, Ashlynn S. Stillwell

“…The RF model exhibited the best model performance overall, while the Log‐reg model had the shortest execution times under different balanced and imbalanced (based on number of events per class) synthetic data scenarios, demonstrating a computationally efficient alternative for RF for specific end uses. …”
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RETRACTED: Simplicial Complex-Enhanced Manifold Embedding of Spatiotemporal Data for Structural Health Monitoring by Nan Xu, Zhiming Zhang, Yongming Liu

“…The key innovation of SCEME is the reduction of dimensions in both the temporal and spatial domains for efficient and information-preserving feature extraction. …”
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Improved Frequency Regulation in Microgrids using Metaheuristic Algorithms by Shahnawaj Shahnawaj, Saurabh Chanana, Ravinder Singh Bhatia

“…With the demand for precisely efficient energy systems growing, system engineers are increasingly looking for the finely optimized control solution that also has the benefit of faster convergence and avoids entrapment in local minimal. …”
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The effect of post space irrigation protocol and adhesive strategy on push out bond strength to radicular dentin: A network meta-analysis by Fatemeh Pournaghi Azar, Elaheh Javari, Haleh Valizadeh, Hossein Hosseinifard

“…The efficacy of the different irrigation and adhesion protocols was ranked using P scores. …”
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CONDUCTING ENGLISH LEARNING ACTIVITIES BY IMPLEMENTING TELEGRAM GROUP CLASS DURING COVID-19 PANDEMIC by Dian Arsitades Wiranegara, Sohibul Hairi

“…This also means that the use of social media group such as: whatsapp or telegram group can help learners to experience a different way of conducting teaching and learning process. …”
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Improved TLBO algorithm for optimal energy management in a hybrid microgrid with support vector machine-based forecasting of uncertain parameters by Raji Krishna, S. Hemamalini

“…The worldwide need for electrical energy is increasing, and integrating renewable energy sources (RES) into the power grid will enhance the efficient use of clean energy to fulfill the growing demand for energy. …”
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Sophorolipids as anticancer agents: progress and challenges by Salam Bhopen Singh, Kanupriya Kuniyal, Ananya Rawat, Ananya Bisht, Vijendra Shah, Achlesh Daverey

“…Abstract Sophorolipids (SLs) are considered effective biosurfactant for cancer treatment, which can efficiently inhibit the viability of various cancer types including breast, lung, liver, cervical and colon cancers. …”
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Design and optimization of an optical ring resonator based biosensor for cancer detection by Arif Hossan, Md Abu Shahid Chowdhury, Siddika Tamanna Islam, Kazi Zannatul Ferdwushee

“…The results demonstrate a meaningful improvement in ORR biosensor capabilities, facilitating the design of efficient sensing platforms for biosensing of cancer cells from cellular fluid samples.…”
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CSTrans: cross-subdomain transformer for unsupervised domain adaptation by Junchi Liu, Xiang Zhang, Zhigang Luo

“…First, we devise an efficient Index Matching Module (IMM) to calculate the cross-attention of the same category in different domains and learn the domain-invariant representation. …”
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Automated Design Method Based on Boosting Algorithms for Improving the Radiation Performance of Microstrip Antenna Arrays by Sina Hasibi Taheri, Ali Lalbakhsh, Amirhassan Zareanborji, Slawomir Koziel

“…This automated method offers an efficient framework for designing wide-angle microstrip arrays and expanding their applications without requiring designer expertise.…”
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Life Cycle Assessment of Additively Manufactured Foundations for Ultratall Wind Turbine Towers by Kathryn E. S. Jones, Mo Li

“…The life cycle assessment investigates the environmental impacts of four different stages, including materials production, transportation, construction, and end‐of‐life. …”
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Cadmium Bioremoval from Water by Probiotics in Simulated ‎Microgravity and Mars Gravity by Maryam Salavatifar

“…Among these, bioremediation using probiotics has been identified as a cost-effective, safe, and efficient method for heavy metal removal. This study measured the effect of Lactobacillus acidophilus on cadmium bioremoval under simulated microgravity and Mars gravity conditions. …”
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Performance Analysis of Flat Plate Solar Collector Networks in Batch Operation Considering Scaling by Hebert G. Lugo-Granados, Lázaro Canizalez-Dávalos, Martín Picón-Núñez

“…The duration of this process can vary based on the operating period and environmental conditions, and it may extend beyond a single day. Different network structures, which are represented by combinations of series-parallel arrangements with a fixed number of solar collectors are investigated. …”
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Clinical Outcomes with Extended Depth of Focus Intraocular Lenses in Cases in Which Multifocal Lenses Are Not Primarily Recommended by María Teresa Álvarez-García, Carlota Fuente-García, Cristina Muñoz-Puyol, David P. Piñero

“…EDOF IOLs seem to be a viable option for providing an efficient visual rehabilitation with good levels of patient satisfaction and spectacle independence associated in patients that are not primarily good candidates for multifocal IOL implantation.…”
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Diet of the brown bear in Himalaya: Combining classical and molecular genetic techniques. by Muhammad Ali Nawaz, Alice Valentini, Noor Kamal Khan, Christian Miquel, Pierre Taberlet, Jon E Swenson

“…Diet of the brown bear differed significantly between the park and surrounding valleys. …”
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Electrical load forecasting in power systems based on quantum computing using time series-based quantum artificial intelligence by Mohammad Reza Habibi, Saeed Golestan, Yanpeng Wu, Josep M. Guerrero, Juan C. Vasquez

“…., the values of loads) can reduce the difficulty of this task, and it can lead to a more efficient energy management. This paper implements quantum computing-based artificial neural network to predict the future values of loads. …”
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Genetic parameters of weaning-to-oestrus interval in pigs using Bayesian analysis by Špela MALOVRH, Milena KOVAČ, Rainer RÖHE

“…Based on genetic parameters, selection on improved rebreeding performance in pigs is expected to be most efficient considering WOI in primiparous and multiparous sows as different traits. …”
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Comparing Machine Learning-Based Crime Hotspots Versus Police Districts: What’s the Best Approach for Crime Forecasting? by Eugenio Cesario, Paolo Lindia, Andrea Vinci

“…Criminal activity poses a significant challenge in urban environments, impacting public safety, economic stability, and overall quality of life. As a result, the efficient allocation of public security resources based on spatio-temporal crime prediction models has become a critical concern for urban management. …”
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SGANet: A Siamese Geometry-Aware Network for Remote Sensing Change Detection by Jiangwei Chen, Sijun Dong, Xiaoliang Meng

“…The proposed network employs a shared siamese encoder architecture with a lightweight decoder head for efficient change map prediction. Within the encoder blocks, we integrated a local feature extraction block that excels at capturing fine-grained features and a global cross-attention block that focuses on contextual features between different modalities. …”
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Farm-level greenhouse gas mitigation: Understanding the effect of interactions and heterogeneity by Oyinlola Rafiat Ogunpaimo, Cathal Buckley, Stephen Hynes, Stephen O'Neill

“…The findings show that no two farm-level MACC curves are the same, thus farm heterogeneity needs to be accounted for efficient policy design.…”
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