A novel simultaneous monitoring method for surface roughness and tool wear in milling process by Ruilin Liu, Wenwen Tian

“…To enhance data utilization and reduce computational costs, this paper develops a novel two-task simultaneous monitoring method for surface roughness and tool wear. …”
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Optimizing balanced accuracy in medical data threshold models by Benjamin F. Dribus, Jamie Hill, Neil Goldsmith, Daniel Martingano

“…Finally, we discuss how our solution relates to the goal of streamlining costly empirical data balancing procedures in machine learning models.…”
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Statutory design and legal nature of the land reclamation fee by Małgorzata Ofiarska

“…At the same time, by paying such fees, landowners participate in costs of implementing these facilities financed from public funds. …”
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Autonomous defect estimation in aluminum plate and prognosis through stochastic process modeling by Mrudul Jambulkar, Shivam Ojha, Amit Shelke, Anowarul Habib

“…Traditional supervised machine learning (ML) techniques often face limitations due to dependency on large datasets, risk of overfitting, and high computational costs. To overcome these challenges, this study proposes an unsupervised learning framework that combines k-means clustering with a multi-phase gamma process to detect and model damage in aluminum plates. …”
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Uncovering mathematical activities and concepts in Batik Pendekar of Madiun City through the lens of ethnomathematics by Ika Krisdiana, Titin Masfingatin, Wasilatul Murtaifiah, Febriana Nor Fadhilla, Gerald DG. Mabuti

“…The findings reveal that artisans engage in meaningful mathematical practices, such as measuring fabric dimensions, counting dye usage and production costs, and designing motifs based on geometric principles. …”
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Evaluation of the Blend in Bagasse Ash-Quarry Dust Stabilization of Expansive Soils for Road Pavement. by Tumwesigire, Osbert

“…Traditional stabilizers like cement, lime and others have been efficient and effective in soil stabilization but their rising costs and negative impact to the environment has led to research into bagasse ash and quarry dust to be used as alternatives in soil stabilization. …”
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Design of a Maize Sieving Machine. by Keshubi, Nice Alex

“…By improving efficiency and reducing labor costs, the machine supports local farmers in maximizing their yields and profitability. …”
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Effect of Diseases on Livestock Animals in Kahungye Sub-County Kabale District. by Tibasiima, Charity

“…The effects included a 45% reduction in livestock productivity and increased veterinary costs, resulting in economic losses for farmers. …”
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Monetary Incentives and Labour Performance; A Case Study of Coffee Factories in Rukungiri District. by Edward, Muhwezi Bendera

“…Coffee Factories also needed to retain top-performing employees, motivate the desired performance, and control costs.…”
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Facilities management and quality of teaching and learning at a multi- campus public university in Uganda by Eden, Akategeka, Denis, Sekiwu, Frederick, Ssempala

“…Fourth, several challenges affected facilities management and these included limited funding, incompetent staff, unaffordable maintenance costs, delayed response to facilities management among other challenges. …”
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Data-driven optimization for rebalancing shared electric scooters by Yanxia Guan, Xuecheng Tian, Sheng Jin, Kun Gao, Wen Yi, Yong Jin, Xiaosong Hu, Shuaian Wang

“…To tackle this issue, we developed a stochastic optimization model (M0) aimed at minimizing transportation costs and penalties associated with unmet demand. …”
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Discovering Natural Fiber-Insulation Boards and Natural Adhesives, Focused on a Polylactic Acid (PLA) Application – a Review by Aldo Joao Cárdenas-Oscanoa, Jean Lawrence Tene Tayo, Caoxing Huang, Chen Huang, Markus Euring

“…Their aim is to maintain and enhance product performance while also keeping production costs in check. Within this framework, natural-fiber insulation boards emerge as a trending topic and consequently, also the use of natural adhesives to supply them and reach an entirely friendly-environment product. …”
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Profitability of a Backyard Grafted Mango Nursery in Mati by Nelson Dulzura, Eduardo Purisima, Rosalio Estrera, Teresita Escasinas, Christine Garaza, Emma Ruth Bayogan

“…The price of P 25.00 per grafted mango was pegged based on the costs incurred. The grafted mango seedlings were easily sold on cash basis making it possible to recover the initial capital invested. …”
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Prediction of Student Academic Performance Utilizing a Multi-Model Fusion Approach in the Realm of Machine Learning by Wei Zou, Wei Zhong, Junzhen Du, Lingyun Yuan

“…The digitization of college student management is a crucial approach for training institutions to decrease management costs while enhancing the quality of students’ development. …”
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Effects of HIP on Microstructure and Mechanical Properties of LMD Fe36Mn21Cr1815NiAl10 High-Entropy Alloy by Gang Wang, Xvteng Lv, Xiangyu Xv, Runbo Zhang

“…To reduce costs, a cobalt-free FeMnCrNi-based HEA has been proposed. …”
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A Hybrid Evolutionary Fuzzy Ensemble Approach for Accurate Software Defect Prediction by Raghunath Dey, Jayashree Piri, Biswaranjan Acharya, Pragyan Paramita Das, Vassilis C. Gerogiannis, Andreas Kanavos

“…Software defect prediction identifies defect-prone modules before testing, reducing costs and development time. Machine learning techniques are widely used, but high-dimensional datasets often degrade classification accuracy due to irrelevant features. …”
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Efficient Soil Temperature Profile Estimation for Thermoelectric Powered Sensors by Jiri Konecny, Jaromir Konecny, Kamil Bancik, Miroslav Mikus, Jan Choutka, Jiri Koziorek, Ibrahim A. Hameed, Algimantas Valinevicius, Darius Andriukaitis, Michal Prauzek

“…This improvement significantly reduces the computational costs associated with the regression model, offering a more efficient approach to predicting soil temperature for the purpose of optimizing energy harvesting in IoT sensors.…”
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Interactive Prompt‐Guided Robotic Grasping for Arbitrary Objects Based on Promptable Segment Anything Model and Force‐Closure Analysis by Yan Liu, Yaxin Liu, Ruiqing Han, Kai Zheng, Yufeng Yao, Ming Zhong

“…Building predefined models is also a costly procedure. These reasons constrain the application of force‐closure analysis in the real world. …”
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Nesting Process Automation in the Footwear Industry: A Hybrid Approach to Minimize Material Waste by Eliseo Aguilar-Tortosa, Eduard-Andrei Duta-Costache, Elías Vera-Brazal, José-Luis Sánchez-Romero, José Francisco Gómez-Hernández, Antonio Jimeno-Morenilla, Antonio Maciá-Lillo

“…In any industry, maximizing the use of raw materials is essential to reduce waste and costs, which also positively impacts the environment. …”
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On QSPR analysis of pulmonary cancer drugs using python-driven topological modeling by Huiling Qin, Mazhar Hussain, Muhammad Farhan Hanif, Muhammad Kamran Siddiqui, Zahid Hussain, Mohamed Abubakar Fiidow

“…This work marked the transformation in accelerating the math involved in drug discovery to reduce such research costs.…”
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