Optimization of alkali-activated ladle slag-fly ash composites using a Taguchi-TOPSIS hybrid algorithm by Omar Najm, Hilal El-Hassan, Amr El-Dieb

“…Additionally, the hybrid method prediction model proved to be robust, with the ability to predict strength and workability at 93 and 100% accuracy. …”
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The effect of 12 weeks brain jogging based learning models to improve gross motor skill: object control skill in elementary school by Willy Ihsan

“…There is a significant influence statistical analysis on two hand striking stationary, forehand strike, one hand stationary dribble, two hand catch, kick a stationary ball, overhand throw, and underhand roll ability for elementary school with the Brain jogging based learning model can be one solution to improve the performance of object control skill. …”
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A feature-level ensemble machine learning approach for attack detection in IoT networks by Firoz Khan, B. S. Sunil Kumar, Sangeeta Sangani

“…In conclusion, WO-XGB offers a robust and adaptable solution for intrusion detection in IoT environments, effectively addressing critical challenges posed by CD and CI.…”
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GLAAM and GLAAI: Pioneering attention models for robust automated cataract detection by Deepak Kumar, Chaman Verma, Zoltán Illés

“…Grad-CAM visualizations confirmed the models’ ability to identify crucial cataract-related regions in fundus images. …”
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Multi-sensor fusion and segmentation for autonomous vehicle multi-object tracking using deep Q networks by K. Vinoth, P. Sasikumar

“…Heavy rain, snow, fog, or dust storms can severely limit the car’s sensors’ ability to detect obstacles, pedestrians, and other vehicles, which pose potential safety risks. …”
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Shifting the Burden: Corporate Indigenous Relations and How They Can Go Wrong by Daniel D. P. McCarthy, Christine A. Daly, Alexandra Davies Post, Gillian Donald, Jean L’Hommecourt, Bori Arrobo, Gregory Hill

“…Based on over a decade of experience in these contentious contexts, the author(s), document a set of interacting feedback loops that illustrate an unfortunate set of patterns of behaviour, based on starkly different worldviews, in which the choice to engage in more superficial attempts at relationship building actually undermines the ability of the parties to engage in the more difficult but fundamental solution of trust-based relationships. …”
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Integrated renewable energy supply architecture for advancing hydrogen symbiosis and eco synergistic smart grid interactions with next generation combustion technologies by M. Arun, Debabrata Barik, Rebwar Nasir Dara, Prabhu P, Kapura Tudu, Seepana Praveenkumar, Praveen Kumar Kanti, Abinet Gosaye Ayanie

“…Operational versatility is 99.3%, denoting the system’s ability to maintain high performance across load demands and grid conditions. …”
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Anomaly detection using machine learning and adopted digital twin concepts in radio environments by Mohamed Hussien Moharam, Omar Hany, Ahmed Hany, Amenah Mahmoud, Mariam Mohamed, Sohila Saeed

“…To validate the effectiveness of this framework, multiple machine learning algorithms based on traditional classifiers which are compared for their ability to detect anomalies, particularly jamming attacks. …”
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A Novel Dual-Channel Hybrid Attention Model for Wind Turbine Misalignment Fault Diagnosis by Tong Tong, Xiang Liu, Jia Zhang, Dian Long, Teng Fan, Xiangyang Zheng

“…The experimental results show that the method demonstrates excellent convergence speed and 99.64% classification accuracy under complex working conditions, providing an effective solution for the intelligent diagnosis of wind turbine misalignment faults.…”
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Feature-based ensemble modeling for addressing diabetes data imbalance using the SMOTE, RUS, and random forest methods: a prediction study by Younseo Jang

“…Visualizations confirmed its superior discriminative ability, especially for the minority (high-risk) class, which is a critical factor in medical contexts. …”
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An Industry Application of Secure Augmentation and Gen-AI for Transforming Engineering Design and Manufacturing by Dulana Rupanetti, Corissa Uberecken, Adam King, Hassan Salamy, Cheol-Hong Min, Samantha Schmidgall

“…These results demonstrate the system’s ability to deliver accurate and relevant responses while retrieving meaningful context and minimizing irrelevant information. …”
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Research on downhole drilling target detection based on improved Yolov8n by Jierui Ling, Zhibo Fu, Xinpeng Yuan

“…This offers a technical solution for underground target recognition in complex environments.…”
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Multistable Soft Robots Assembled from Bistable Auxetic Building Blocks by Bojian Zhang, Zhiqiang Meng, Xudong Yang, Yiran Zhang, Tianyu Chen, Yu Chen, Yifan Wang

“…To demonstrate the shape retention ability and enhanced load capacity of our robotic design, a multistable manipulator with a low‐complexity closed‐loop control system is presented, capable of maintaining 216 discrete stable states even when the pneumatic pressure supply is removed. …”
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Adaptive Nonlinear Proportional–Integral–Derivative Control of a Continuous Stirred Tank Reactor Process Using a Radial Basis Function Neural Network by Joo-Yeon Lee, Gang-Gyoo Jin, Gun-Baek So

“…This study proposes an innovative solution by developing an adaptive nonlinear proportional–integral–derivative (NPID) controller. …”
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Performances of self-compacting concrete incorporating recycled fine aggregate by Rishabh Tyagi, Pradeep Kumar Goyal

“…The use of GGBS and PCE-based admixtures offers a comprehensive strategy for attaining superior fresh, mechanical, and durability performance, hence fostering a sustainable and high-strength SCC solution.…”
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Addressing cross-population domain shift in chest X-ray classification through supervised adversarial domain adaptation by Aminu Musa, Rajesh Prasad, Monica Hernandez

“…However, the effectiveness of machine learning models hinges on their ability to generalize to diverse patient populations, presenting domain shift challenges. …”
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Potential of Soil Bacteria as Mercury Bioremediation Agent in Traditional Gold Mining by Winardi Winardi, Eko Haryono, Sudrajat Sudrajat, Endang Sutariningsih Soetarto

“…The Nutrient Agar (NA) medium was used to obtain the total population, whereas the Salt Base Solution (SBS) was to determine the presence of mercury-tolerant bacteria. …”
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"An impediment to living life": why and how should we measure stiffness in polymyalgia rheumatica? by Sarah Louise Mackie, Rodney Hughes, Margaret Walsh, John Day, Marion Newton, Colin Pease, John Kirwan, Marianne Morris

“…Assessing function may be a pragmatic solution to difficulties in quantifying stiffness.…”
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Synthesis and electrocatalytic performance of Cu-Pb/RGO composite for efficient CO₂ reduction to methanol by Golnoush Gerami Nezhad, Hossein Esfandian, Mohammad Soleimani Lashkenari

“…LSV results confirmed the ability of all materials to promote CO₂RR by adsorbing intermediate species and suppressing hydrogen evolution, with the Cu-Pb/RGO composite showing the highest catalytic activity and selectivity for methanol production. …”
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Hybrid boosted attention-based LightGBM framework for enhanced credit risk assessment in digital finance by Chengwei Ying, Anlu Shi, Xiongyi Li

“…The model’s superior performance is attributed to its ability to adaptively refine borrower risk assessment, effectively balance computational efficiency with model interpretability, and provide a robust, scalable solution for digital finance applications. …”
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